Nameexact_genome_1517574602_50_18237_0
Workunit2989793
Created9 Feb 2018, 0:11:42 UTC
Sent9 Feb 2018, 0:40:50 UTC
Report deadline14 Mar 2018, 10:48:57 UTC
Received14 Feb 2018, 1:58:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68550
Run time1 days 2 hours 46 min 4 sec
CPU time1 days 2 hours 40 min 24 sec
Validate stateValid
Credit8,355.58
Device peak FLOPS2.59 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size185.16 MB
Peak swap size188.88 MB
Peak disk usage7.81 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
me: 0.0000000000, propagate_forward_time: 85.4567642212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5696487427
validation[          , genome 18237] predictions:    9853/  10000 (98.53%), best:    9872/10000 (98.72%), error:       460.11392, best error:       425.56232 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1083.7580566406s, input_fired_time: 18.7782230377, output_fired_time: 19.5130214691, propagate_forward_time: 411.8018798828, propagate_backward_time: 610.5059204102, weight_update_time: 0.9455609322, other_time: 23.1589965820
epoch time: 89.9039154053s, input_fired_time: 2.9034633636, output_fired_time: 0.0000000000, propagate_forward_time: 84.4144363403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5860137939
validation[          , genome 18237] predictions:    9854/  10000 (98.54%), best:    9872/10000 (98.72%), error:       482.28983, best error:       425.56232 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1087.4503173828s, input_fired_time: 19.7243289948, output_fired_time: 22.3699531555, propagate_forward_time: 414.6555480957, propagate_backward_time: 612.4989624023, weight_update_time: 1.9460967779, other_time: 18.2014770508
epoch time: 90.4689483643s, input_fired_time: 3.8835778236, output_fired_time: 0.0000000000, propagate_forward_time: 83.9906921387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5946807861
validation[          , genome 18237] predictions:    9810/  10000 (98.10%), best:    9872/10000 (98.72%), error:       566.08887, best error:       425.56232 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1088.3172607422s, input_fired_time: 23.5883369446, output_fired_time: 22.7593441010, propagate_forward_time: 411.4266662598, propagate_backward_time: 609.1983032227, weight_update_time: 0.9535887837, other_time: 21.3445434570
epoch time: 91.0522079468s, input_fired_time: 1.9154006243, output_fired_time: 0.0000000000, propagate_forward_time: 85.5735931396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5632171631
validation[          , genome 18237] predictions:    9855/  10000 (98.55%), best:    9872/10000 (98.72%), error:       468.95563, best error:       425.56232 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1091.3209228516s, input_fired_time: 21.5508270264, output_fired_time: 20.5561504364, propagate_forward_time: 403.3653564453, propagate_backward_time: 625.7191772461, weight_update_time: 0.9496404529, other_time: 20.1294555664
epoch time: 90.8875122070s, input_fired_time: 1.9217183590, output_fired_time: 0.0000000000, propagate_forward_time: 86.3678817749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5979156494
validation[          , genome 18237] predictions:    9805/  10000 (98.05%), best:    9872/10000 (98.72%), error:       620.87433, best error:       425.56232 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1084.9456787109s, input_fired_time: 20.4759712219, output_fired_time: 17.3851928711, propagate_forward_time: 414.9316101074, propagate_backward_time: 616.9884643555, weight_update_time: 0.9435799718, other_time: 15.1643676758
epoch time: 90.6604156494s, input_fired_time: 1.9142584801, output_fired_time: 0.0000000000, propagate_forward_time: 82.1198883057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6262664795
validation[          , genome 18237] predictions:    9819/  10000 (98.19%), best:    9872/10000 (98.72%), error:       561.64844, best error:       425.56232 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1082.2506103516s, input_fired_time: 19.5743312836, output_fired_time: 18.3012676239, propagate_forward_time: 417.2827148438, propagate_backward_time: 610.8671875000, weight_update_time: 0.9451496601, other_time: 16.2250976563
epoch time: 90.8887405396s, input_fired_time: 3.0248780251, output_fired_time: 0.0000000000, propagate_forward_time: 85.2794570923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5844039917
validation[          , genome 18237] predictions:    9853/  10000 (98.53%), best:    9872/10000 (98.72%), error:       483.50867, best error:       425.56232 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1085.7366943359s, input_fired_time: 19.5601329803, output_fired_time: 19.4559288025, propagate_forward_time: 409.1484069824, propagate_backward_time: 617.4302368164, weight_update_time: 1.9390697479, other_time: 20.1419067383
epoch time: 89.7785644531s, input_fired_time: 2.9122531414, output_fired_time: 0.0000000000, propagate_forward_time: 84.2460479736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6202621460
validation[          , genome 18237] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       422.33133, best error:       422.33133 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1081.6763916016s, input_fired_time: 18.6154937744, output_fired_time: 22.3371925354, propagate_forward_time: 412.8720092773, propagate_backward_time: 613.6401977539, weight_update_time: 0.9497929215, other_time: 14.2115478516
epoch time: 91.0601272583s, input_fired_time: 2.9182634354, output_fired_time: 0.0000000000, propagate_forward_time: 84.5641937256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5776672363
validation[          , genome 18237] predictions:    9777/  10000 (97.77%), best:    9866/10000 (98.66%), error:       716.70465, best error:       422.33133 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1084.4437255859s, input_fired_time: 23.7949638367, output_fired_time: 20.1686038971, propagate_forward_time: 410.5413818359, propagate_backward_time: 609.8705444336, weight_update_time: 1.9285088778, other_time: 20.0682983398
epoch time: 89.5907745361s, input_fired_time: 2.8951869011, output_fired_time: 0.0000000000, propagate_forward_time: 83.0088882446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6866989136
validation[          , genome 18237] predictions:    9804/  10000 (98.04%), best:    9866/10000 (98.66%), error:       643.23328, best error:       422.33133 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1081.1180419922s, input_fired_time: 18.5749645233, output_fired_time: 21.4357509613, propagate_forward_time: 412.8408813477, propagate_backward_time: 608.9718627930, weight_update_time: 1.9507511854, other_time: 19.2945556641
epoch time: 92.7923889160s, input_fired_time: 2.9285852909, output_fired_time: 0.0000000000, propagate_forward_time: 85.2591323853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6046676636
validation[          , genome 18237] predictions:    9838/  10000 (98.38%), best:    9866/10000 (98.66%), error:       527.46545, best error:       422.33133 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1087.6762695313s, input_fired_time: 19.7382450104, output_fired_time: 21.4012413025, propagate_forward_time: 404.0814819336, propagate_backward_time: 622.9403686523, weight_update_time: 0.9493717551, other_time: 19.5148925781
epoch time: 90.9147491455s, input_fired_time: 1.9234362841, output_fired_time: 0.0000000000, propagate_forward_time: 84.3042526245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6870574951
validation[          , genome 18237] predictions:    9815/  10000 (98.15%), best:    9866/10000 (98.66%), error:       596.48541, best error:       422.33133 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1086.7216796875s, input_fired_time: 18.7610759735, output_fired_time: 19.3085765839, propagate_forward_time: 418.4790039063, propagate_backward_time: 612.0711669922, weight_update_time: 0.9438951015, other_time: 18.1018066406
epoch time: 88.3513107300s, input_fired_time: 2.8945636749, output_fired_time: 0.0000000000, propagate_forward_time: 81.8756561279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5810928345
validation[          , genome 18237] predictions:    9850/  10000 (98.50%), best:    9866/10000 (98.66%), error:       451.37222, best error:       422.33133 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1085.0203857422s, input_fired_time: 16.5692253113, output_fired_time: 22.4304752350, propagate_forward_time: 418.5276794434, propagate_backward_time: 608.3516235352, weight_update_time: 0.9481303096, other_time: 19.1414184570
epoch time: 90.8782806396s, input_fired_time: 2.9125163555, output_fired_time: 0.0000000000, propagate_forward_time: 85.3668365479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5989303589
validation[          , genome 18237] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       386.41028, best error:       386.41028 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1082.0273437500s, input_fired_time: 19.6244831085, output_fired_time: 20.4035186768, propagate_forward_time: 420.0924987793, propagate_backward_time: 602.7668457031, weight_update_time: 0.9426774383, other_time: 19.1398925781
epoch time: 89.4939498901s, input_fired_time: 2.9126703739, output_fired_time: 0.0000000000, propagate_forward_time: 83.0010528564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5802230835
validation[          , genome 18237] predictions:    9857/  10000 (98.57%), best:    9874/10000 (98.74%), error:       462.41937, best error:       386.41028 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1082.4633789063s, input_fired_time: 18.7690582275, output_fired_time: 24.3973751068, propagate_forward_time: 410.3576354980, propagate_backward_time: 610.7769165039, weight_update_time: 0.9517493844, other_time: 18.1624145508
epoch time: 90.6783447266s, input_fired_time: 1.9296511412, output_fired_time: 0.0000000000, propagate_forward_time: 82.2030868530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5456085205
validation[          , genome 18237] predictions:    9868/  10000 (98.68%), best:    9874/10000 (98.74%), error:       443.47745, best error:       386.41028 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1083.2672119141s, input_fired_time: 20.6094818115, output_fired_time: 19.2232837677, propagate_forward_time: 406.6621093750, propagate_backward_time: 618.6190795898, weight_update_time: 0.9480450749, other_time: 18.1532592773
epoch time: 92.8931198120s, input_fired_time: 2.9427151680, output_fired_time: 0.0000000000, propagate_forward_time: 87.2983169556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6520843506
validation[          , genome 18237] predictions:    9876/  10000 (98.76%), best:    9874/10000 (98.74%), error:       408.17798, best error:       386.41028 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1085.5957031250s, input_fired_time: 19.5484657288, output_fired_time: 19.2338314056, propagate_forward_time: 417.5546264648, propagate_backward_time: 612.1220092773, weight_update_time: 0.9488915205, other_time: 17.1367187500
epoch time: 91.2275543213s, input_fired_time: 3.0247621536, output_fired_time: 0.0000000000, propagate_forward_time: 83.5628814697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6399078369
validation[          , genome 18237] predictions:    9872/  10000 (98.72%), best:    9874/10000 (98.74%), error:       405.64786, best error:       386.41028 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1081.7850341797s, input_fired_time: 18.6430358887, output_fired_time: 17.3962440491, propagate_forward_time: 411.1883239746, propagate_backward_time: 614.4617309570, weight_update_time: 1.9405152798, other_time: 20.0956420898
epoch time: 90.3554306030s, input_fired_time: 1.9313595295, output_fired_time: 0.0000000000, propagate_forward_time: 85.8197479248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6043243408
validation[          , genome 18237] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       416.79919, best error:       386.41028 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1078.4053955078s, input_fired_time: 22.7204952240, output_fired_time: 22.4080142975, propagate_forward_time: 411.9001159668, propagate_backward_time: 604.1382446289, weight_update_time: 0.9458201528, other_time: 17.2385864258
epoch time: 91.3914566040s, input_fired_time: 1.9427111149, output_fired_time: 0.0000000000, propagate_forward_time: 86.8291168213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6196289063
validation[          , genome 18237] predictions:    9833/  10000 (98.33%), best:    9874/10000 (98.74%), error:       508.57220, best error:       386.41028 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1089.1921386719s, input_fired_time: 20.6703872681, output_fired_time: 20.3916053772, propagate_forward_time: 406.7373962402, propagate_backward_time: 623.9748535156, weight_update_time: 1.9378496408, other_time: 17.4178466797
epoch time: 91.1190109253s, input_fired_time: 1.9257380962, output_fired_time: 0.0000000000, propagate_forward_time: 85.6268844604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5663909912
validation[          , genome 18237] predictions:    9872/  10000 (98.72%), best:    9874/10000 (98.74%), error:       394.16913, best error:       386.41028 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1077.4602050781s, input_fired_time: 18.6439971924, output_fired_time: 26.2443027496, propagate_forward_time: 407.4488830566, propagate_backward_time: 602.6724853516, weight_update_time: 1.9283012152, other_time: 22.4505615234
epoch time: 91.4616775513s, input_fired_time: 4.0316076279, output_fired_time: 0.0000000000, propagate_forward_time: 83.8011550903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6289138794
validation[          , genome 18237] predictions:    9886/  10000 (98.86%), best:    9874/10000 (98.74%), error:       401.85303, best error:       386.41028 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1087.4825439453s, input_fired_time: 21.5617351532, output_fired_time: 22.3760738373, propagate_forward_time: 406.0483398438, propagate_backward_time: 618.3930664063, weight_update_time: 0.9464953542, other_time: 19.1032714844
epoch time: 91.8966903687s, input_fired_time: 1.9392985106, output_fired_time: 0.0000000000, propagate_forward_time: 87.3228683472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6345214844
validation[          , genome 18237] predictions:    9856/  10000 (98.56%), best:    9874/10000 (98.74%), error:       430.67957, best error:       386.41028 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1088.4664306641s, input_fired_time: 20.5477066040, output_fired_time: 20.6376838684, propagate_forward_time: 410.5057678223, propagate_backward_time: 615.5775146484, weight_update_time: 1.9345989227, other_time: 21.1977539063
epoch time: 92.0373840332s, input_fired_time: 3.0235824585, output_fired_time: 0.0000000000, propagate_forward_time: 85.3261489868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6876525879
validation[          , genome 18237] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       352.51154, best error:       352.51154 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1087.0417480469s, input_fired_time: 20.6801052094, output_fired_time: 20.3578586578, propagate_forward_time: 411.1685180664, propagate_backward_time: 618.6873779297, weight_update_time: 0.9491311312, other_time: 16.1478881836
epoch time: 90.5048599243s, input_fired_time: 2.9112558365, output_fired_time: 0.0000000000, propagate_forward_time: 84.9895324707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6040725708
validation[          , genome 18237] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       402.65518, best error:       352.51154 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1085.6239013672s, input_fired_time: 26.9094963074, output_fired_time: 25.5616626740, propagate_forward_time: 401.3971252441, propagate_backward_time: 612.4177246094, weight_update_time: 1.9332643747, other_time: 19.3378906250
epoch time: 92.3993148804s, input_fired_time: 2.9177348614, output_fired_time: 0.0000000000, propagate_forward_time: 86.8812484741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6003341675
validation[          , genome 18237] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       410.46042, best error:       352.51154 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1084.5933837891s, input_fired_time: 19.6233196259, output_fired_time: 21.3838672638, propagate_forward_time: 408.6251525879, propagate_backward_time: 613.6834716797, weight_update_time: 1.9413952827, other_time: 21.2775878906
epoch time: 91.9309616089s, input_fired_time: 1.9382129908, output_fired_time: 0.0000000000, propagate_forward_time: 86.4246597290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5680923462
validation[          , genome 18237] predictions:    9864/  10000 (98.64%), best:    9891/10000 (98.91%), error:       433.09009, best error:       352.51154 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1087.5788574219s, input_fired_time: 21.5158195496, output_fired_time: 21.3620452881, propagate_forward_time: 408.1605224609, propagate_backward_time: 618.4080200195, weight_update_time: 0.9450717568, other_time: 18.1323852539
epoch time: 91.5560684204s, input_fired_time: 2.9504380226, output_fired_time: 0.0000000000, propagate_forward_time: 85.0128173828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5928115845
validation[          , genome 18237] predictions:    9860/  10000 (98.60%), best:    9891/10000 (98.91%), error:       427.41287, best error:       352.51154 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1086.5256347656s, input_fired_time: 22.5354709625, output_fired_time: 18.6975021362, propagate_forward_time: 410.3989868164, propagate_backward_time: 615.7083740234, weight_update_time: 0.9453173280, other_time: 19.1852416992
epoch time: 91.5386581421s, input_fired_time: 1.9414831400, output_fired_time: 0.0000000000, propagate_forward_time: 86.9749374390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6222381592
validation[          , genome 18237] predictions:    9880/  10000 (98.80%), best:    9891/10000 (98.91%), error:       385.06094, best error:       352.51154 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1087.1811523438s, input_fired_time: 21.5078945160, output_fired_time: 18.8517570496, propagate_forward_time: 408.9947204590, propagate_backward_time: 616.7087402344, weight_update_time: 1.9365550280, other_time: 21.1179199219
epoch time: 90.2923965454s, input_fired_time: 1.9337332249, output_fired_time: 0.0000000000, propagate_forward_time: 85.7498245239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6088409424
validation[          , genome 18237] predictions:    9879/  10000 (98.79%), best:    9891/10000 (98.91%), error:       405.28186, best error:       352.51154 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1081.9929199219s, input_fired_time: 20.6921596527, output_fired_time: 21.3728637695, propagate_forward_time: 408.9324340820, propagate_backward_time: 611.4558105469, weight_update_time: 2.3664104939, other_time: 19.5397338867
epoch time: 89.7171173096s, input_fired_time: 1.9274629354, output_fired_time: 0.0000000000, propagate_forward_time: 83.7794036865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0102539063
validation[          , genome 18237] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       369.70587, best error:       352.51154 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1084.7513427734s, input_fired_time: 18.6509208679, output_fired_time: 21.6367740631, propagate_forward_time: 409.6453552246, propagate_backward_time: 616.6270141602, weight_update_time: 0.9489789605, other_time: 18.1913452148
epoch time: 90.4276275635s, input_fired_time: 2.8997809887, output_fired_time: 0.0000000000, propagate_forward_time: 84.9542617798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5735855103
validation[          , genome 18237] predictions:    9869/  10000 (98.69%), best:    9891/10000 (98.91%), error:       387.91776, best error:       352.51154 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1086.8072509766s, input_fired_time: 18.7459754944, output_fired_time: 21.4637393951, propagate_forward_time: 418.8057250977, propagate_backward_time: 611.4339599609, weight_update_time: 0.9503287673, other_time: 16.3578491211
epoch time: 90.4901885986s, input_fired_time: 3.8999707699, output_fired_time: 0.0000000000, propagate_forward_time: 83.0024337769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5877838135
validation[          , genome 18237] predictions:    9863/  10000 (98.63%), best:    9891/10000 (98.91%), error:       447.66251, best error:       352.51154 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1079.9515380859s, input_fired_time: 17.6422996521, output_fired_time: 22.3138599396, propagate_forward_time: 406.0145263672, propagate_backward_time: 616.7421875000, weight_update_time: 0.9457514882, other_time: 17.2386474609
epoch time: 90.3910827637s, input_fired_time: 1.9145170450, output_fired_time: 0.0000000000, propagate_forward_time: 83.9135437012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5630187988
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       363.09012, best error:       352.51154 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1085.8519287109s, input_fired_time: 21.5804996490, output_fired_time: 17.2085399628, propagate_forward_time: 417.8240356445, propagate_backward_time: 611.1018066406, weight_update_time: 0.9488038421, other_time: 18.1371459961
epoch time: 90.1325836182s, input_fired_time: 1.9178169966, output_fired_time: 0.0000000000, propagate_forward_time: 85.6252441406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5895233154
validation[          , genome 18237] predictions:    9879/  10000 (98.79%), best:    9891/10000 (98.91%), error:       392.31509, best error:       352.51154 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1082.2547607422s, input_fired_time: 19.5767002106, output_fired_time: 17.2699527740, propagate_forward_time: 406.8010253906, propagate_backward_time: 619.0929565430, weight_update_time: 0.9507653713, other_time: 19.5142211914
epoch time: 89.6434555054s, input_fired_time: 2.9168124199, output_fired_time: 0.0000000000, propagate_forward_time: 83.1384429932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5882034302
validation[          , genome 18237] predictions:    9864/  10000 (98.64%), best:    9891/10000 (98.91%), error:       437.02316, best error:       352.51154 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1087.4885253906s, input_fired_time: 20.7718544006, output_fired_time: 20.1645622253, propagate_forward_time: 406.8420104980, propagate_backward_time: 619.5304565430, weight_update_time: 0.9442899227, other_time: 20.1796264648
epoch time: 90.2988967896s, input_fired_time: 2.9329168797, output_fired_time: 0.0000000000, propagate_forward_time: 83.6733779907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6926040649
validation[          , genome 18237] predictions:    9878/  10000 (98.78%), best:    9891/10000 (98.91%), error:       402.42755, best error:       352.51154 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1083.4415283203s, input_fired_time: 20.7972316742, output_fired_time: 23.2086486816, propagate_forward_time: 412.5421752930, propagate_backward_time: 606.5792236328, weight_update_time: 0.9411816001, other_time: 20.3142700195
epoch time: 89.5285491943s, input_fired_time: 1.9356589317, output_fired_time: 0.0000000000, propagate_forward_time: 84.9997863770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5931015015
validation[          , genome 18237] predictions:    9872/  10000 (98.72%), best:    9891/10000 (98.91%), error:       385.06268, best error:       352.51154 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1091.0114746094s, input_fired_time: 20.8647403717, output_fired_time: 20.7027263641, propagate_forward_time: 414.6499938965, propagate_backward_time: 619.5964355469, weight_update_time: 0.9468634725, other_time: 15.1975097656
epoch time: 90.3746032715s, input_fired_time: 2.9208827019, output_fired_time: 0.0000000000, propagate_forward_time: 84.8715438843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5821762085
validation[          , genome 18237] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       378.44974, best error:       352.51154 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1084.9820556641s, input_fired_time: 18.6566886902, output_fired_time: 20.2569599152, propagate_forward_time: 412.5698547363, propagate_backward_time: 614.2707519531, weight_update_time: 1.9368321896, other_time: 19.2277832031
epoch time: 89.8180389404s, input_fired_time: 2.9000802040, output_fired_time: 0.0000000000, propagate_forward_time: 82.3664779663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5514831543
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       378.54358, best error:       352.51154 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1088.6157226563s, input_fired_time: 20.7489261627, output_fired_time: 21.6566963196, propagate_forward_time: 412.8538208008, propagate_backward_time: 615.6093750000, weight_update_time: 0.9533914924, other_time: 17.7468872070
epoch time: 89.4617767334s, input_fired_time: 2.9108858109, output_fired_time: 0.0000000000, propagate_forward_time: 83.9755935669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5752944946
validation[          , genome 18237] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       368.94052, best error:       352.51154 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1084.9788818359s, input_fired_time: 21.5901966095, output_fired_time: 19.4573326111, propagate_forward_time: 407.3802490234, propagate_backward_time: 616.3531494141, weight_update_time: 0.9528054595, other_time: 20.1979980469
epoch time: 89.6953811646s, input_fired_time: 1.9449368715, output_fired_time: 0.0000000000, propagate_forward_time: 85.1737747192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5766677856
validation[          , genome 18237] predictions:    9882/  10000 (98.82%), best:    9891/10000 (98.91%), error:       376.28647, best error:       352.51154 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1086.9744873047s, input_fired_time: 19.6312389374, output_fired_time: 19.6685218811, propagate_forward_time: 421.0659484863, propagate_backward_time: 608.5629272461, weight_update_time: 0.9429470897, other_time: 18.0458374023
epoch time: 91.1104583740s, input_fired_time: 1.9374707937, output_fired_time: 0.0000000000, propagate_forward_time: 86.5825042725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5904846191
validation[          , genome 18237] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       359.89346, best error:       352.51154 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1084.8171386719s, input_fired_time: 18.6940212250, output_fired_time: 21.4791736603, propagate_forward_time: 418.4531555176, propagate_backward_time: 611.0300903320, weight_update_time: 0.9482058287, other_time: 15.1608276367
epoch time: 91.2522201538s, input_fired_time: 1.9464186430, output_fired_time: 0.0000000000, propagate_forward_time: 85.7439804077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5618209839
validation[          , genome 18237] predictions:    9878/  10000 (98.78%), best:    9891/10000 (98.91%), error:       372.09839, best error:       352.51154 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1086.4561767578s, input_fired_time: 19.6208858490, output_fired_time: 25.4079914093, propagate_forward_time: 403.6219787598, propagate_backward_time: 619.5723266602, weight_update_time: 1.9368108511, other_time: 18.2330932617
epoch time: 90.9463043213s, input_fired_time: 1.9488930702, output_fired_time: 0.0000000000, propagate_forward_time: 85.4186782837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5787353516
validation[          , genome 18237] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       344.82458, best error:       344.82458 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1083.2519531250s, input_fired_time: 22.8595981598, output_fired_time: 21.2663803101, propagate_forward_time: 408.2544555664, propagate_backward_time: 615.7728271484, weight_update_time: 0.9401382804, other_time: 15.0986938477
epoch time: 91.2499008179s, input_fired_time: 1.9527531862, output_fired_time: 0.0000000000, propagate_forward_time: 86.7072601318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5898895264
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       365.59445, best error:       344.82458 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1088.2901611328s, input_fired_time: 20.2789897919, output_fired_time: 17.4439506531, propagate_forward_time: 408.0220031738, propagate_backward_time: 623.4788818359, weight_update_time: 1.9281264544, other_time: 19.0664062500
epoch time: 90.2907333374s, input_fired_time: 2.3761610985, output_fired_time: 0.0000000000, propagate_forward_time: 85.3269729614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5876007080
validation[          , genome 18237] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       350.90051, best error:       344.82458 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1088.0313720703s, input_fired_time: 18.7900581360, output_fired_time: 22.3916206360, propagate_forward_time: 413.6523132324, propagate_backward_time: 611.6574707031, weight_update_time: 0.9493296742, other_time: 21.5399169922
epoch time: 91.2443771362s, input_fired_time: 1.9430814981, output_fired_time: 0.0000000000, propagate_forward_time: 85.7001266479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6011657715
validation[          , genome 18237] predictions:    9885/  10000 (98.85%), best:    9893/10000 (98.93%), error:       361.19012, best error:       344.82458 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1087.5629882813s, input_fired_time: 20.7644882202, output_fired_time: 23.4703025818, propagate_forward_time: 410.1879882813, propagate_backward_time: 616.9863281250, weight_update_time: 0.9507434368, other_time: 16.1538085938
epoch time: 90.8031311035s, input_fired_time: 2.9325523376, output_fired_time: 0.0000000000, propagate_forward_time: 84.2083663940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6622085571
validation[          , genome 18237] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       398.55258, best error:       344.82458 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1085.0089111328s, input_fired_time: 18.6013431549, output_fired_time: 19.5338916779, propagate_forward_time: 403.1763610840, propagate_backward_time: 623.3701782227, weight_update_time: 0.9543347359, other_time: 20.3270874023
epoch time: 93.9455032349s, input_fired_time: 2.9574465752, output_fired_time: 0.0000000000, propagate_forward_time: 87.3643875122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6236724854
validation[          , genome 18237] predictions:    9873/  10000 (98.73%), best:    9893/10000 (98.93%), error:       389.48920, best error:       344.82458 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1083.9757080078s, input_fired_time: 21.6599502563, output_fired_time: 22.3340034485, propagate_forward_time: 408.6355590820, propagate_backward_time: 612.9399414063, weight_update_time: 0.9416925907, other_time: 18.4063110352
epoch time: 90.5173187256s, input_fired_time: 1.9510520697, output_fired_time: 0.0000000000, propagate_forward_time: 85.0039672852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5623016357
validation[          , genome 18237] predictions:    9882/  10000 (98.82%), best:    9893/10000 (98.93%), error:       362.50302, best error:       344.82458 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1110.2163085938s, input_fired_time: 19.1111335754, output_fired_time: 18.6550350189, propagate_forward_time: 436.5334472656, propagate_backward_time: 618.6041259766, weight_update_time: 0.9608871341, other_time: 17.3126220703
epoch time: 93.5929870605s, input_fired_time: 1.9796607494, output_fired_time: 0.0000000000, propagate_forward_time: 88.0201187134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5932083130
validation[          , genome 18237] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       369.07999, best error:       344.82458 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1097.2100830078s, input_fired_time: 20.0066699982, output_fired_time: 19.7082157135, propagate_forward_time: 420.2962951660, propagate_backward_time: 619.9203491211, weight_update_time: 1.9425711632, other_time: 17.2785034180
epoch time: 92.5674743652s, input_fired_time: 3.9354755878, output_fired_time: 0.0000000000, propagate_forward_time: 86.0188446045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6131515503
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       368.65170, best error:       344.82458 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1102.2380371094s, input_fired_time: 20.1471710205, output_fired_time: 21.9314270020, propagate_forward_time: 410.7587280273, propagate_backward_time: 632.1405639648, weight_update_time: 0.9750581384, other_time: 17.2601318359
epoch time: 93.0156173706s, input_fired_time: 1.9945712090, output_fired_time: 0.0000000000, propagate_forward_time: 86.4508819580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5701675415
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       364.38849, best error:       344.82458 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1098.5397949219s, input_fired_time: 24.9373569489, output_fired_time: 23.9111175537, propagate_forward_time: 414.2196044922, propagate_backward_time: 619.8737182617, weight_update_time: 0.9667095542, other_time: 15.5979614258
epoch time: 94.1076126099s, input_fired_time: 2.9660334587, output_fired_time: 0.0000000000, propagate_forward_time: 88.5704879761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5710906982
validation[          , genome 18237] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       357.15790, best error:       344.82458 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1114.9638671875s, input_fired_time: 20.1213130951, output_fired_time: 18.6884059906, propagate_forward_time: 427.9438171387, propagate_backward_time: 630.0538330078, weight_update_time: 0.9574735165, other_time: 18.1564941406
epoch time: 93.4871139526s, input_fired_time: 2.0070583820, output_fired_time: 0.0000000000, propagate_forward_time: 87.8738327026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6062240601
validation[          , genome 18237] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       366.79883, best error:       344.82458 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1113.6567382813s, input_fired_time: 21.0352516174, output_fired_time: 19.7024688721, propagate_forward_time: 425.4953002930, propagate_backward_time: 630.2376098633, weight_update_time: 0.9577553868, other_time: 17.1860351563
epoch time: 92.5963821411s, input_fired_time: 1.9822937250, output_fired_time: 0.0000000000, propagate_forward_time: 86.9465026855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6675872803
validation[          , genome 18237] predictions:    9885/  10000 (98.85%), best:    9893/10000 (98.93%), error:       368.57474, best error:       344.82458 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1110.3973388672s, input_fired_time: 21.1157627106, output_fired_time: 19.7841091156, propagate_forward_time: 416.2318115234, propagate_backward_time: 633.1213989258, weight_update_time: 0.9590829015, other_time: 20.1443481445
epoch time: 93.0569610596s, input_fired_time: 3.0945644379, output_fired_time: 0.0000000000, propagate_forward_time: 86.3801651001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5822296143
validation[          , genome 18237] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       393.76529, best error:       344.82458 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1113.0051269531s, input_fired_time: 20.1390972137, output_fired_time: 20.7731914520, propagate_forward_time: 427.6683959961, propagate_backward_time: 626.1355590820, weight_update_time: 0.9573569894, other_time: 18.2889404297
epoch time: 93.2541351318s, input_fired_time: 3.9514997005, output_fired_time: 0.0000000000, propagate_forward_time: 85.6893692017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6132659912
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       376.57388, best error:       344.82458 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1118.5023193359s, input_fired_time: 18.1522026062, output_fired_time: 17.7278633118, propagate_forward_time: 420.5934753418, propagate_backward_time: 646.8138427734, weight_update_time: 0.9542597532, other_time: 15.2148437500
epoch time: 92.4815826416s, input_fired_time: 3.9653553963, output_fired_time: 0.0000000000, propagate_forward_time: 84.8200607300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6961669922
validation[          , genome 18237] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       380.66888, best error:       344.82458 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1109.4335937500s, input_fired_time: 20.8734779358, output_fired_time: 19.7039127350, propagate_forward_time: 426.5783691406, propagate_backward_time: 621.9324340820, weight_update_time: 0.9608601928, other_time: 20.3453979492
epoch time: 92.4118804932s, input_fired_time: 1.9839174747, output_fired_time: 0.0000000000, propagate_forward_time: 86.8296432495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5983200073
validation[          , genome 18237] predictions:    9887/  10000 (98.87%), best:    9893/10000 (98.93%), error:       385.49463, best error:       344.82458 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1114.6229248047s, input_fired_time: 20.9994983673, output_fired_time: 20.6746406555, propagate_forward_time: 425.0301513672, propagate_backward_time: 629.7860717773, weight_update_time: 1.9489490986, other_time: 18.1325073242
epoch time: 91.8552093506s, input_fired_time: 1.9671372175, output_fired_time: 0.0000000000, propagate_forward_time: 86.1646728516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7233963013
validation[          , genome 18237] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       363.36884, best error:       344.82458 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1119.9819335938s, input_fired_time: 21.1697921753, output_fired_time: 23.9404888153, propagate_forward_time: 431.7615966797, propagate_backward_time: 625.8353881836, weight_update_time: 0.9635519981, other_time: 17.2747192383
epoch time: 93.6985626221s, input_fired_time: 1.9926347733, output_fired_time: 0.0000000000, propagate_forward_time: 89.1248550415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5810699463
validation[          , genome 18237] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       384.34421, best error:       344.82458 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1113.1562500000s, input_fired_time: 19.0048027039, output_fired_time: 22.7830600739, propagate_forward_time: 426.4405822754, propagate_backward_time: 627.6564941406, weight_update_time: 0.9573234916, other_time: 17.2713623047
epoch time: 93.2421875000s, input_fired_time: 2.9634609222, output_fired_time: 0.0000000000, propagate_forward_time: 86.7227859497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5559387207
validation[          , genome 18237] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       376.66299, best error:       344.82458 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1114.4544677734s, input_fired_time: 22.0894031525, output_fired_time: 24.7626419067, propagate_forward_time: 425.7507934570, propagate_backward_time: 624.6766357422, weight_update_time: 0.9612767696, other_time: 17.1749877930
epoch time: 93.8129196167s, input_fired_time: 2.9822115898, output_fired_time: 0.0000000000, propagate_forward_time: 88.2217102051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6090011597
validation[          , genome 18237] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       395.60864, best error:       344.82458 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1113.5672607422s, input_fired_time: 16.9394073486, output_fired_time: 19.8088283539, propagate_forward_time: 418.2960205078, propagate_backward_time: 641.3058471680, weight_update_time: 0.9575224519, other_time: 17.2171020508
epoch time: 93.5103149414s, input_fired_time: 3.0769028664, output_fired_time: 0.0000000000, propagate_forward_time: 87.8536987305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5797119141
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       379.19913, best error:       344.82458 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1119.5433349609s, input_fired_time: 20.9983062744, output_fired_time: 21.6804847717, propagate_forward_time: 436.3606567383, propagate_backward_time: 622.2509155273, weight_update_time: 0.9600126743, other_time: 18.2529296875
epoch time: 94.4760818481s, input_fired_time: 2.0068171024, output_fired_time: 0.0000000000, propagate_forward_time: 88.8297729492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6394882202
validation[          , genome 18237] predictions:    9879/  10000 (98.79%), best:    9893/10000 (98.93%), error:       405.86295, best error:       344.82458 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1112.0843505859s, input_fired_time: 19.9339904785, output_fired_time: 21.3483848572, propagate_forward_time: 428.1372070313, propagate_backward_time: 624.4979248047, weight_update_time: 0.9564111233, other_time: 18.1668701172
epoch time: 92.6396560669s, input_fired_time: 4.9742774963, output_fired_time: 0.0000000000, propagate_forward_time: 85.0173416138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6480331421
validation[          , genome 18237] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       381.65942, best error:       344.82458 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1113.4976806641s, input_fired_time: 18.2669734955, output_fired_time: 26.8001918793, propagate_forward_time: 432.1621398926, propagate_backward_time: 618.3499755859, weight_update_time: 0.9573095441, other_time: 17.9184570313
epoch time: 91.4799346924s, input_fired_time: 2.9656245708, output_fired_time: 0.0000000000, propagate_forward_time: 85.9337158203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5805969238
validation[          , genome 18237] predictions:    9878/  10000 (98.78%), best:    9893/10000 (98.93%), error:       389.98672, best error:       344.82458 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1105.3608398438s, input_fired_time: 21.9912357330, output_fired_time: 19.9169101715, propagate_forward_time: 415.8217468262, propagate_backward_time: 631.3572998047, weight_update_time: 0.9588626027, other_time: 16.2736816406
epoch time: 93.1390762329s, input_fired_time: 1.9869123697, output_fired_time: 0.0000000000, propagate_forward_time: 87.4706268311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6815338135
validation[          , genome 18237] predictions:    9876/  10000 (98.76%), best:    9893/10000 (98.93%), error:       388.49780, best error:       344.82458 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1110.0710449219s, input_fired_time: 20.9321937561, output_fired_time: 17.6740303040, propagate_forward_time: 418.4689941406, propagate_backward_time: 636.5942993164, weight_update_time: 2.0522432327, other_time: 16.4014282227
epoch time: 92.4283752441s, input_fired_time: 1.9789654016, output_fired_time: 0.0000000000, propagate_forward_time: 86.8883590698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5610504150
validation[          , genome 18237] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       384.53995, best error:       344.82458 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1112.9393310547s, input_fired_time: 22.9951686859, output_fired_time: 18.9464397430, propagate_forward_time: 421.1805114746, propagate_backward_time: 631.4381103516, weight_update_time: 0.9647789001, other_time: 18.3791503906
epoch time: 93.4645767212s, input_fired_time: 3.9663777351, output_fired_time: 0.0000000000, propagate_forward_time: 85.9293060303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5688934326
validation[          , genome 18237] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       385.69919, best error:       344.82458 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1113.1735839844s, input_fired_time: 20.0530605316, output_fired_time: 21.7176704407, propagate_forward_time: 420.4366760254, propagate_backward_time: 633.6896362305, weight_update_time: 0.9640601277, other_time: 17.2765502930
epoch time: 94.6190795898s, input_fired_time: 3.9686071873, output_fired_time: 0.0000000000, propagate_forward_time: 88.0603408813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5901336670
validation[          , genome 18237] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       389.21664, best error:       344.82458 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1118.6413574219s, input_fired_time: 21.0230426788, output_fired_time: 17.8234176636, propagate_forward_time: 430.9694824219, propagate_backward_time: 632.4791259766, weight_update_time: 0.9646604657, other_time: 16.3463134766
epoch time: 93.1957702637s, input_fired_time: 2.0013828278, output_fired_time: 0.0000000000, propagate_forward_time: 87.5009918213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6933975220
validation[          , genome 18237] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       386.16229, best error:       344.82458 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1121.5781250000s, input_fired_time: 20.0568904877, output_fired_time: 21.8288497925, propagate_forward_time: 430.6565246582, propagate_backward_time: 632.7149658203, weight_update_time: 0.9598574638, other_time: 16.3209228516
epoch time: 93.9696960449s, input_fired_time: 1.9959521294, output_fired_time: 0.0000000000, propagate_forward_time: 89.3655776978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6081695557
validation[          , genome 18237] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       390.71237, best error:       344.82458 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1113.7805175781s, input_fired_time: 16.9803600311, output_fired_time: 22.8077926636, propagate_forward_time: 430.9825439453, propagate_backward_time: 624.2629394531, weight_update_time: 0.9574070573, other_time: 18.7469482422
epoch time: 93.8083114624s, input_fired_time: 3.0806117058, output_fired_time: 0.0000000000, propagate_forward_time: 88.1169967651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6107025146
validation[          , genome 18237] predictions:    9887/  10000 (98.87%), best:    9893/10000 (98.93%), error:       387.17850, best error:       344.82458 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1117.1181640625s, input_fired_time: 17.9469566345, output_fired_time: 18.8067054749, propagate_forward_time: 428.7430419922, propagate_backward_time: 634.3483886719, weight_update_time: 0.9548465610, other_time: 17.2730712891
epoch time: 94.7124176025s, input_fired_time: 2.0015451908, output_fired_time: 0.0000000000, propagate_forward_time: 88.9640121460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7468566895
validation[          , genome 18237] predictions:    9879/  10000 (98.79%), best:    9893/10000 (98.93%), error:       404.45001, best error:       344.82458 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1120.1391601563s, input_fired_time: 21.0564460754, output_fired_time: 18.7663249969, propagate_forward_time: 426.0690307617, propagate_backward_time: 634.0054931641, weight_update_time: 3.0229501724, other_time: 20.2418823242
epoch time: 93.7294158936s, input_fired_time: 3.0725233555, output_fired_time: 0.0000000000, propagate_forward_time: 87.0526962280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6041946411
validation[          , genome 18237] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       398.77960, best error:       344.82458 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1120.5692138672s, input_fired_time: 21.1872100830, output_fired_time: 21.7494010925, propagate_forward_time: 426.8385925293, propagate_backward_time: 632.3829345703, weight_update_time: 0.9621785283, other_time: 18.4110107422
epoch time: 92.7982940674s, input_fired_time: 3.9710137844, output_fired_time: 0.0000000000, propagate_forward_time: 86.2061767578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6211013794
validation[          , genome 18237] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       398.62408, best error:       344.82458 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1110.8701171875s, input_fired_time: 18.1469860077, output_fired_time: 21.7709655762, propagate_forward_time: 433.5712280273, propagate_backward_time: 622.1505737305, weight_update_time: 0.9562918544, other_time: 15.2303466797
epoch time: 94.2227783203s, input_fired_time: 2.0038814545, output_fired_time: 0.0000000000, propagate_forward_time: 87.6177902222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6011047363
validation[          , genome 18237] predictions:    9877/  10000 (98.77%), best:    9893/10000 (98.93%), error:       416.70584, best error:       344.82458 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1110.0332031250s, input_fired_time: 22.0112419128, output_fired_time: 24.7302150726, propagate_forward_time: 418.9091186523, propagate_backward_time: 622.0249633789, weight_update_time: 1.9413840771, other_time: 22.3576660156
epoch time: 94.4017257690s, input_fired_time: 1.9977951050, output_fired_time: 0.0000000000, propagate_forward_time: 88.8111572266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5927734375
validation[          , genome 18237] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       396.32416, best error:       344.82458 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1111.9934082031s, input_fired_time: 20.1700153351, output_fired_time: 17.7403659821, propagate_forward_time: 430.5733032227, propagate_backward_time: 625.3190307617, weight_update_time: 1.9425266981, other_time: 18.1906738281
epoch time: 92.5150527954s, input_fired_time: 3.9538028240, output_fired_time: 0.0000000000, propagate_forward_time: 85.9767150879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5845336914
validation[          , genome 18237] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       396.34598, best error:       344.82458 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1106.4866943359s, input_fired_time: 19.1206684113, output_fired_time: 17.6547698975, propagate_forward_time: 426.5924072266, propagate_backward_time: 624.7113647461, weight_update_time: 2.0540518761, other_time: 18.4074096680
epoch time: 93.7620773315s, input_fired_time: 1.9865021706, output_fired_time: 0.0000000000, propagate_forward_time: 87.2243652344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5512084961
validation[          , genome 18237] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       395.01837, best error:       344.82458 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1104.8078613281s, input_fired_time: 20.1153755188, output_fired_time: 21.8492088318, propagate_forward_time: 417.7046508789, propagate_backward_time: 625.6776733398, weight_update_time: 0.9604073167, other_time: 19.4609375000
epoch time: 92.7513809204s, input_fired_time: 2.9644286633, output_fired_time: 0.0000000000, propagate_forward_time: 87.1973114014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5896377563
validation[          , genome 18237] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       394.78104, best error:       344.82458 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1106.0715332031s, input_fired_time: 20.0309448242, output_fired_time: 17.6932430267, propagate_forward_time: 429.5963745117, propagate_backward_time: 620.3436889648, weight_update_time: 3.1510615349, other_time: 18.4072265625
epoch time: 93.3101196289s, input_fired_time: 2.9748516083, output_fired_time: 0.0000000000, propagate_forward_time: 87.7160263062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6192398071
validation[          , genome 18237] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       413.48923, best error:       344.82458 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1111.5092773438s, input_fired_time: 22.9977970123, output_fired_time: 17.7086257935, propagate_forward_time: 419.4982299805, propagate_backward_time: 632.8927612305, weight_update_time: 0.9564455748, other_time: 18.4118652344
epoch time: 93.0332489014s, input_fired_time: 3.0921106339, output_fired_time: 0.0000000000, propagate_forward_time: 87.2926635742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6484756470
validation[          , genome 18237] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       404.42984, best error:       344.82458 on epoch:    59, 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: 466.6064147949s, input_fired_time: 12.4251842499, output_fired_time: 0.0000000000, propagate_forward_time: 436.0053405762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 18.1759033203
best training[          , genome 18237] predictions:   49994/  50000 (99.99%), best:    9893/10000 (98.93%), error:       149.65616, best error:       344.82458 on epoch:    59, 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: 94.4520187378s, input_fired_time: 1.9864523411, output_fired_time: 0.0000000000, propagate_forward_time: 88.8601455688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6054229736
   testing[          , genome 18237] predictions:    9899/  10000 (98.99%), best:    9893/10000 (98.93%), error:       318.95703, best error:       344.82458 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:05:51 (10528): called boinc_finish(0)

</stderr_txt>
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