Nameexact_genome_1517574602_48_18291_0
Workunit2991156
Created9 Feb 2018, 9:51:04 UTC
Sent9 Feb 2018, 10:21:05 UTC
Report deadline10 Apr 2018, 8:17:33 UTC
Received12 Feb 2018, 9:15:04 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID60844
Run time21 hours 3 min 43 sec
CPU time21 hours 3 min 43 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS2.79 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size181.89 MB
Peak swap size184.29 MB
Peak disk usage4.64 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5837211609
validation[          , genome 18291] predictions:    9841/  10000 (98.41%), best:    9863/10000 (98.63%), error:       491.69135, best error:       455.46985 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 692.1228637695s, input_fired_time: 9.1123113632, output_fired_time: 6.4876790047, propagate_forward_time: 274.6735534668, propagate_backward_time: 393.0032348633, weight_update_time: 0.6451505423, other_time: 8.8460998535
epoch time: 57.4748840332s, input_fired_time: 0.9478528500, output_fired_time: 0.0000000000, propagate_forward_time: 54.9300041199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5970268250
validation[          , genome 18291] predictions:    9844/  10000 (98.44%), best:    9863/10000 (98.63%), error:       469.14890, best error:       455.46985 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1092.4589843750s, input_fired_time: 9.0737810135, output_fired_time: 6.4341568947, propagate_forward_time: 677.9580078125, propagate_backward_time: 390.1782531738, weight_update_time: 0.6403546333, other_time: 8.8147888184
epoch time: 784.4297485352s, input_fired_time: 0.9429337978, output_fired_time: 0.0000000000, propagate_forward_time: 781.9002075195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5866088867
validation[          , genome 18291] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       429.66953, best error:       429.66953 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 2359.9101562500s, input_fired_time: 9.1817464828, output_fired_time: 6.4535088539, propagate_forward_time: 1941.3348388672, propagate_backward_time: 394.0410766602, weight_update_time: 0.6459969282, other_time: 8.8989868164
epoch time: 56.7856712341s, input_fired_time: 0.9404346943, output_fired_time: 0.0000000000, propagate_forward_time: 54.2421951294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6030426025
validation[          , genome 18291] predictions:    9850/  10000 (98.50%), best:    9860/10000 (98.60%), error:       465.03848, best error:       429.66953 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 700.6422119141s, input_fired_time: 9.1997404099, output_fired_time: 6.4556269646, propagate_forward_time: 278.7818298340, propagate_backward_time: 397.3238830566, weight_update_time: 0.6489256620, other_time: 8.8811035156
epoch time: 59.1652030945s, input_fired_time: 0.9643360972, output_fired_time: 0.0000000000, propagate_forward_time: 56.5984153748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6024513245
validation[          , genome 18291] predictions:    9863/  10000 (98.63%), best:    9860/10000 (98.60%), error:       435.36441, best error:       429.66953 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 679.7264404297s, input_fired_time: 9.0353374481, output_fired_time: 6.3778529167, propagate_forward_time: 270.7361145020, propagate_backward_time: 384.7948608398, weight_update_time: 0.6349343061, other_time: 8.7822570801
epoch time: 56.7078094482s, input_fired_time: 0.9508141875, output_fired_time: 0.0000000000, propagate_forward_time: 54.1767959595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5802001953
validation[          , genome 18291] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       424.67374, best error:       424.67374 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 688.1120605469s, input_fired_time: 9.1154651642, output_fired_time: 6.3326368332, propagate_forward_time: 274.0741271973, propagate_backward_time: 389.7768249512, weight_update_time: 0.6399244070, other_time: 8.8129882812
epoch time: 56.6590232849s, input_fired_time: 0.9374149442, output_fired_time: 0.0000000000, propagate_forward_time: 54.1426277161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5789794922
validation[          , genome 18291] predictions:    9841/  10000 (98.41%), best:    9871/10000 (98.71%), error:       492.90707, best error:       424.67374 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 678.6486816406s, input_fired_time: 9.0396499634, output_fired_time: 6.2551960945, propagate_forward_time: 270.7677307129, propagate_backward_time: 383.8064575195, weight_update_time: 0.6355404854, other_time: 8.7796325684
epoch time: 56.6538581848s, input_fired_time: 0.9387564659, output_fired_time: 0.0000000000, propagate_forward_time: 54.1370162964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5780868530
validation[          , genome 18291] predictions:    9856/  10000 (98.56%), best:    9871/10000 (98.71%), error:       452.78580, best error:       424.67374 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 704.2383422852s, input_fired_time: 9.8005065918, output_fired_time: 6.5814909935, propagate_forward_time: 278.8572082520, propagate_backward_time: 398.8950500488, weight_update_time: 0.6890597343, other_time: 10.1041259766
epoch time: 57.0831031799s, input_fired_time: 1.0354458094, output_fired_time: 0.0000000000, propagate_forward_time: 54.2521705627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7954864502
validation[          , genome 18291] predictions:    9866/  10000 (98.66%), best:    9871/10000 (98.71%), error:       428.45987, best error:       424.67374 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 682.7154541016s, input_fired_time: 9.6380167007, output_fired_time: 6.4146194458, propagate_forward_time: 271.4661254883, propagate_backward_time: 385.1897583008, weight_update_time: 0.6876991391, other_time: 10.0069580078
epoch time: 57.0423965454s, input_fired_time: 1.0276762247, output_fired_time: 0.0000000000, propagate_forward_time: 54.2210960388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7936248779
validation[          , genome 18291] predictions:    9867/  10000 (98.67%), best:    9871/10000 (98.71%), error:       443.21124, best error:       424.67374 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 2258.2014160156s, input_fired_time: 9.6251354218, output_fired_time: 6.4804205894, propagate_forward_time: 1845.9156494141, propagate_backward_time: 386.1816406250, weight_update_time: 0.6884331107, other_time: 9.9984130859
epoch time: 57.1503753662s, input_fired_time: 1.0457481146, output_fired_time: 0.0000000000, propagate_forward_time: 54.2844734192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8201522827
validation[          , genome 18291] predictions:    9865/  10000 (98.65%), best:    9871/10000 (98.71%), error:       430.31857, best error:       424.67374 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 685.7253417969s, input_fired_time: 9.6101846695, output_fired_time: 6.5088133812, propagate_forward_time: 272.2699584961, propagate_backward_time: 387.4169921875, weight_update_time: 0.6869544983, other_time: 9.9194335938
epoch time: 61.3605308533s, input_fired_time: 1.0866354704, output_fired_time: 0.0000000000, propagate_forward_time: 58.4412574768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8326377869
validation[          , genome 18291] predictions:    9864/  10000 (98.64%), best:    9871/10000 (98.71%), error:       437.47433, best error:       424.67374 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 707.1754760742s, input_fired_time: 9.7914590836, output_fired_time: 6.6587328911, propagate_forward_time: 279.7086486816, propagate_backward_time: 401.0069274902, weight_update_time: 0.7023115158, other_time: 10.0097045898
epoch time: 58.0595054626s, input_fired_time: 1.0628838539, output_fired_time: 0.0000000000, propagate_forward_time: 55.1953926086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8012275696
validation[          , genome 18291] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       399.58853, best error:       399.58853 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 686.3957519531s, input_fired_time: 9.6894884109, output_fired_time: 6.4540557861, propagate_forward_time: 272.7240295410, propagate_backward_time: 387.5744018555, weight_update_time: 0.6903404593, other_time: 9.9537658691
epoch time: 59.1036758423s, input_fired_time: 1.0688850880, output_fired_time: 0.0000000000, propagate_forward_time: 56.2052841187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8295059204
validation[          , genome 18291] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       387.61337, best error:       387.61337 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 696.6456909180s, input_fired_time: 9.7191495895, output_fired_time: 6.5943665504, propagate_forward_time: 276.0029602051, propagate_backward_time: 394.3566589355, weight_update_time: 0.6957866549, other_time: 9.9725341797
epoch time: 57.1087913513s, input_fired_time: 1.0430605412, output_fired_time: 0.0000000000, propagate_forward_time: 54.2667427063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7989883423
validation[          , genome 18291] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       341.99408, best error:       341.99408 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 682.7844238281s, input_fired_time: 9.6980915070, output_fired_time: 6.3644318581, propagate_forward_time: 271.6401672363, propagate_backward_time: 385.0560913086, weight_update_time: 0.6882386208, other_time: 10.0256042480
epoch time: 57.4855728149s, input_fired_time: 1.0751668215, output_fired_time: 0.0000000000, propagate_forward_time: 54.5451202393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8652839661
validation[          , genome 18291] predictions:    9885/  10000 (98.85%), best:    9886/10000 (98.86%), error:       358.45670, best error:       341.99408 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 682.1141357422s, input_fired_time: 9.6930923462, output_fired_time: 6.3888726234, propagate_forward_time: 271.3553161621, propagate_backward_time: 384.7254028320, weight_update_time: 0.6873509884, other_time: 9.9514465332
epoch time: 1969.4123535156s, input_fired_time: 1.0832955837, output_fired_time: 0.0000000000, propagate_forward_time: 1966.4647216797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8643798828
validation[          , genome 18291] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       322.00488, best error:       322.00488 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 689.3676757812s, input_fired_time: 9.8835954666, output_fired_time: 6.5270981789, propagate_forward_time: 273.5480041504, propagate_backward_time: 389.1159667969, weight_update_time: 0.6932950616, other_time: 10.2929992676
epoch time: 57.0632896423s, input_fired_time: 1.0424250364, output_fired_time: 0.0000000000, propagate_forward_time: 54.2291908264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7916755676
validation[          , genome 18291] predictions:    9894/  10000 (98.94%), best:    9888/10000 (98.88%), error:       360.12897, best error:       322.00488 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 682.5750122070s, input_fired_time: 9.6448793411, output_fired_time: 6.4074769020, propagate_forward_time: 271.5247497559, propagate_backward_time: 385.0824584961, weight_update_time: 0.6878849268, other_time: 9.9154357910
epoch time: 57.0427398682s, input_fired_time: 1.0466092825, output_fired_time: 0.0000000000, propagate_forward_time: 54.2049217224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7912101746
validation[          , genome 18291] predictions:    9863/  10000 (98.63%), best:    9888/10000 (98.88%), error:       450.99902, best error:       322.00488 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 681.0611572266s, input_fired_time: 9.6572971344, output_fired_time: 6.3545074463, propagate_forward_time: 271.0467529297, propagate_backward_time: 384.0878295898, weight_update_time: 0.6881123185, other_time: 9.9147949219
epoch time: 57.0431632996s, input_fired_time: 1.0504413843, output_fired_time: 0.0000000000, propagate_forward_time: 54.1997528076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7929687500
validation[          , genome 18291] predictions:    9865/  10000 (98.65%), best:    9888/10000 (98.88%), error:       457.80692, best error:       322.00488 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 681.3853759766s, input_fired_time: 9.6651287079, output_fired_time: 6.3483057022, propagate_forward_time: 271.1330871582, propagate_backward_time: 384.3061218262, weight_update_time: 0.6883526444, other_time: 9.9327392578
epoch time: 57.1176872253s, input_fired_time: 1.0470243692, output_fired_time: 0.0000000000, propagate_forward_time: 54.2756805420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7949829102
validation[          , genome 18291] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       319.17175, best error:       319.17175 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 681.6144409180s, input_fired_time: 9.6730861664, output_fired_time: 6.3644266129, propagate_forward_time: 271.2129516602, propagate_backward_time: 384.3989257812, weight_update_time: 0.6874803901, other_time: 9.9650268555
epoch time: 57.0321769714s, input_fired_time: 1.0340119600, output_fired_time: 0.0000000000, propagate_forward_time: 54.2086639404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7895011902
validation[          , genome 18291] predictions:    9828/  10000 (98.28%), best:    9911/10000 (99.11%), error:       553.49164, best error:       319.17175 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 681.2705688477s, input_fired_time: 9.6479663849, output_fired_time: 6.3490643501, propagate_forward_time: 271.0853881836, propagate_backward_time: 384.2907409668, weight_update_time: 0.6849063635, other_time: 9.8974304199
epoch time: 57.0702552795s, input_fired_time: 1.0421259403, output_fired_time: 0.0000000000, propagate_forward_time: 54.2330398560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7950897217
validation[          , genome 18291] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       327.39990, best error:       319.17175 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 847.6206665039s, input_fired_time: 9.8096885681, output_fired_time: 6.5598478317, propagate_forward_time: 276.6211242676, propagate_backward_time: 394.5323181152, weight_update_time: 0.6982621551, other_time: 160.0976867676
epoch time: 62.1384315491s, input_fired_time: 1.1108574867, output_fired_time: 0.0000000000, propagate_forward_time: 59.1894378662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8381347656
validation[          , genome 18291] predictions:    9875/  10000 (98.75%), best:    9911/10000 (99.11%), error:       363.40167, best error:       319.17175 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 697.9121704102s, input_fired_time: 9.7839469910, output_fired_time: 6.5381760597, propagate_forward_time: 276.9702758789, propagate_backward_time: 394.5927734375, weight_update_time: 0.6991558075, other_time: 10.0270385742
epoch time: 57.5752677917s, input_fired_time: 1.0617241859, output_fired_time: 0.0000000000, propagate_forward_time: 54.6651229858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8484191895
validation[          , genome 18291] predictions:    9856/  10000 (98.56%), best:    9911/10000 (99.11%), error:       435.06570, best error:       319.17175 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 685.0018310547s, input_fired_time: 9.7139406204, output_fired_time: 6.4646501541, propagate_forward_time: 272.1289672852, propagate_backward_time: 386.7009582520, weight_update_time: 0.6900925040, other_time: 9.9933166504
epoch time: 57.0579147339s, input_fired_time: 1.0467786789, output_fired_time: 0.0000000000, propagate_forward_time: 54.2176856995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7934494019
validation[          , genome 18291] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       324.22513, best error:       319.17175 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 681.9879760742s, input_fired_time: 9.6542243958, output_fired_time: 6.4205942154, propagate_forward_time: 271.1170654297, propagate_backward_time: 384.8698730469, weight_update_time: 0.6879822612, other_time: 9.9262084961
epoch time: 57.0565147400s, input_fired_time: 1.0452992916, output_fired_time: 0.0000000000, propagate_forward_time: 54.2192268372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7919883728
validation[          , genome 18291] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       318.39798, best error:       318.39798 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 683.0610961914s, input_fired_time: 9.6916646957, output_fired_time: 6.4433622360, propagate_forward_time: 271.4090576172, propagate_backward_time: 385.5619201660, weight_update_time: 0.6892734766, other_time: 9.9551086426
epoch time: 57.3913230896s, input_fired_time: 1.0840493441, output_fired_time: 0.0000000000, propagate_forward_time: 54.4298744202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8773994446
validation[          , genome 18291] predictions:    9886/  10000 (98.86%), best:    9898/10000 (98.98%), error:       359.62216, best error:       318.39798 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 685.5723876953s, input_fired_time: 9.9650974274, output_fired_time: 6.4606380463, propagate_forward_time: 272.2263793945, propagate_backward_time: 386.5642089844, weight_update_time: 0.6915569901, other_time: 10.3560791016
epoch time: 57.4436569214s, input_fired_time: 1.0889017582, output_fired_time: 0.0000000000, propagate_forward_time: 54.4847946167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8699607849
validation[          , genome 18291] predictions:    9889/  10000 (98.89%), best:    9898/10000 (98.98%), error:       346.58347, best error:       318.39798 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 683.0870971680s, input_fired_time: 9.8770895004, output_fired_time: 6.3684735298, propagate_forward_time: 271.7039489746, propagate_backward_time: 385.1213378906, weight_update_time: 0.6875901818, other_time: 10.0162658691
epoch time: 57.1977005005s, input_fired_time: 1.0662276745, output_fired_time: 0.0000000000, propagate_forward_time: 54.3387908936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7926826477
validation[          , genome 18291] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       352.35037, best error:       318.39798 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 686.7277221680s, input_fired_time: 9.7614097595, output_fired_time: 6.3705201149, propagate_forward_time: 273.1245727539, propagate_backward_time: 387.5251464844, weight_update_time: 0.6906604171, other_time: 9.9460449219
epoch time: 955.8935546875s, input_fired_time: 1.1319289207, output_fired_time: 0.0000000000, propagate_forward_time: 952.9240722656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8375244141
validation[          , genome 18291] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       307.86795, best error:       307.86795 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 712.0007324219s, input_fired_time: 9.9194774628, output_fired_time: 6.7247972488, propagate_forward_time: 281.4030456543, propagate_backward_time: 403.9242248535, weight_update_time: 0.7061995864, other_time: 10.0291748047
epoch time: 57.0811386108s, input_fired_time: 1.0493910313, output_fired_time: 0.0000000000, propagate_forward_time: 54.2415542603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7901916504
validation[          , genome 18291] predictions:    9856/  10000 (98.56%), best:    9904/10000 (99.04%), error:       505.50729, best error:       307.86795 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 682.3140869141s, input_fired_time: 9.7580881119, output_fired_time: 6.3902821541, propagate_forward_time: 271.3954772949, propagate_backward_time: 384.8290100098, weight_update_time: 0.6875955462, other_time: 9.9412231445
epoch time: 57.0782394409s, input_fired_time: 1.0618350506, output_fired_time: 0.0000000000, propagate_forward_time: 54.2255592346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7908439636
validation[          , genome 18291] predictions:    9902/  10000 (99.02%), best:    9904/10000 (99.04%), error:       325.16483, best error:       307.86795 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 711.7252197266s, input_fired_time: 9.6484699249, output_fired_time: 6.6371574402, propagate_forward_time: 282.4777832031, propagate_backward_time: 403.6118774414, weight_update_time: 0.6729236245, other_time: 9.3499145508
epoch time: 56.6930732727s, input_fired_time: 0.9690755606, output_fired_time: 0.0000000000, propagate_forward_time: 54.1403808594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5836181641
validation[          , genome 18291] predictions:    9895/  10000 (98.95%), best:    9904/10000 (99.04%), error:       318.70322, best error:       307.86795 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 679.7169189453s, input_fired_time: 9.1761093140, output_fired_time: 6.3825078011, propagate_forward_time: 270.7138671875, propagate_backward_time: 384.6482849121, weight_update_time: 0.6363944411, other_time: 8.7961730957
epoch time: 56.6889877319s, input_fired_time: 0.9629486799, output_fired_time: 0.0000000000, propagate_forward_time: 54.1438980103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5821418762
validation[          , genome 18291] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       296.90842, best error:       296.90842 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 696.6477661133s, input_fired_time: 9.3219261169, output_fired_time: 6.4520049095, propagate_forward_time: 276.6484985352, propagate_backward_time: 395.3241882324, weight_update_time: 0.6500379443, other_time: 8.9011535645
epoch time: 57.9693984985s, input_fired_time: 0.9873187542, output_fired_time: 0.0000000000, propagate_forward_time: 55.3859519958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5961265564
validation[          , genome 18291] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       279.43863, best error:       279.43863 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 2285.7395019531s, input_fired_time: 9.2910079956, output_fired_time: 6.3807129860, propagate_forward_time: 274.4900207520, propagate_backward_time: 1986.7480468750, weight_update_time: 0.6448768973, other_time: 8.8298339844
epoch time: 56.7777938843s, input_fired_time: 0.9772564173, output_fired_time: 0.0000000000, propagate_forward_time: 54.2169075012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5836296082
validation[          , genome 18291] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       279.41077, best error:       279.41077 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 679.3524169922s, input_fired_time: 9.1924695969, output_fired_time: 6.2606325150, propagate_forward_time: 270.9811706543, propagate_backward_time: 384.1022338867, weight_update_time: 0.6389350891, other_time: 8.8159484863
epoch time: 56.6918792725s, input_fired_time: 0.9745725393, output_fired_time: 0.0000000000, propagate_forward_time: 54.1362876892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5810203552
validation[          , genome 18291] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       274.09586, best error:       274.09586 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 680.3766479492s, input_fired_time: 9.2223949432, output_fired_time: 6.3931937218, propagate_forward_time: 270.8879699707, propagate_backward_time: 385.0762939453, weight_update_time: 0.6372472644, other_time: 8.7967834473
epoch time: 56.7517166138s, input_fired_time: 0.9730910063, output_fired_time: 0.0000000000, propagate_forward_time: 54.1937065125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5849189758
validation[          , genome 18291] predictions:    9841/  10000 (98.41%), best:    9915/10000 (99.15%), error:       471.34964, best error:       274.09586 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 712.7198486328s, input_fired_time: 9.4510669708, output_fired_time: 6.6499209404, propagate_forward_time: 282.1574401855, propagate_backward_time: 405.5160522461, weight_update_time: 0.6598698497, other_time: 8.9454040527
epoch time: 56.7084999084s, input_fired_time: 0.9727265835, output_fired_time: 0.0000000000, propagate_forward_time: 54.1517219543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5840530396
validation[          , genome 18291] predictions:    9896/  10000 (98.96%), best:    9915/10000 (99.15%), error:       322.48428, best error:       274.09586 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 685.1558227539s, input_fired_time: 9.2555303574, output_fired_time: 6.4379954338, propagate_forward_time: 272.6010131836, propagate_backward_time: 388.0254821777, weight_update_time: 0.6423633695, other_time: 8.8357849121
epoch time: 59.3087234497s, input_fired_time: 1.0052635670, output_fired_time: 0.0000000000, propagate_forward_time: 56.7005386353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6029205322
validation[          , genome 18291] predictions:    9896/  10000 (98.96%), best:    9915/10000 (99.15%), error:       318.76120, best error:       274.09586 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 736.3813476562s, input_fired_time: 9.6198673248, output_fired_time: 6.8170948029, propagate_forward_time: 290.5112609863, propagate_backward_time: 420.4117431641, weight_update_time: 0.6768011451, other_time: 9.0213928223
epoch time: 65.2410583496s, input_fired_time: 1.0692553520, output_fired_time: 0.0000000000, propagate_forward_time: 62.5169982910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6548080444
validation[          , genome 18291] predictions:    9897/  10000 (98.97%), best:    9915/10000 (99.15%), error:       324.06635, best error:       274.09586 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 726.7276000977s, input_fired_time: 9.5691022873, output_fired_time: 6.7338514328, propagate_forward_time: 287.7328796387, propagate_backward_time: 413.7080993652, weight_update_time: 0.6691943407, other_time: 8.9837036133
epoch time: 56.6840629578s, input_fired_time: 0.9725737572, output_fired_time: 0.0000000000, propagate_forward_time: 54.1307144165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5807762146
validation[          , genome 18291] predictions:    9907/  10000 (99.07%), best:    9915/10000 (99.15%), error:       296.48538, best error:       274.09586 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 700.0021362305s, input_fired_time: 9.3436670303, output_fired_time: 6.5500040054, propagate_forward_time: 277.4346923828, propagate_backward_time: 397.8034973145, weight_update_time: 0.6499894857, other_time: 8.8702697754
epoch time: 56.7089500427s, input_fired_time: 0.9759756923, output_fired_time: 0.0000000000, propagate_forward_time: 54.1488609314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5841140747
validation[          , genome 18291] predictions:    9894/  10000 (98.94%), best:    9915/10000 (99.15%), error:       344.04764, best error:       274.09586 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 679.5424804688s, input_fired_time: 9.2136640549, output_fired_time: 6.3317313194, propagate_forward_time: 270.7376708984, propagate_backward_time: 384.4577331543, weight_update_time: 0.6374886036, other_time: 8.8016662598
epoch time: 56.6990814209s, input_fired_time: 0.9774915576, output_fired_time: 0.0000000000, propagate_forward_time: 54.1381950378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5833930969
validation[          , genome 18291] predictions:    9917/  10000 (99.17%), best:    9915/10000 (99.15%), error:       275.74066, best error:       274.09586 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 678.6458740234s, input_fired_time: 9.2240705490, output_fired_time: 6.2388024330, propagate_forward_time: 270.8229675293, propagate_backward_time: 383.5553283691, weight_update_time: 0.6373082995, other_time: 8.8046875000
epoch time: 56.6941299438s, input_fired_time: 0.9768016934, output_fired_time: 0.0000000000, propagate_forward_time: 54.1343765259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5829505920
validation[          , genome 18291] predictions:    9919/  10000 (99.19%), best:    9919/10000 (99.19%), error:       262.77011, best error:       262.77011 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 678.5043334961s, input_fired_time: 9.2317209244, output_fired_time: 6.2317728996, propagate_forward_time: 270.7713623047, propagate_backward_time: 383.4642028809, weight_update_time: 0.6370894313, other_time: 8.8052673340
epoch time: 58.6665077209s, input_fired_time: 1.0157564878, output_fired_time: 0.0000000000, propagate_forward_time: 56.0329132080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6178398132
validation[          , genome 18291] predictions:    9905/  10000 (99.05%), best:    9919/10000 (99.19%), error:       319.69849, best error:       262.77011 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 698.2325439453s, input_fired_time: 9.4888191223, output_fired_time: 6.5330471992, propagate_forward_time: 277.3190307617, propagate_backward_time: 395.8042602539, weight_update_time: 0.6569592953, other_time: 9.0874023438
epoch time: 57.3933868408s, input_fired_time: 1.0927791595, output_fired_time: 0.0000000000, propagate_forward_time: 54.4377670288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8628387451
validation[          , genome 18291] predictions:    9908/  10000 (99.08%), best:    9919/10000 (99.19%), error:       305.59430, best error:       262.77011 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 682.0509643555s, input_fired_time: 9.7850284576, output_fired_time: 6.3515782356, propagate_forward_time: 271.3830566406, propagate_backward_time: 384.5491027832, weight_update_time: 0.6898883581, other_time: 9.9822082520
epoch time: 57.0873985291s, input_fired_time: 1.0724040270, output_fired_time: 0.0000000000, propagate_forward_time: 54.2241325378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7908630371
validation[          , genome 18291] predictions:    9908/  10000 (99.08%), best:    9919/10000 (99.19%), error:       298.69757, best error:       262.77011 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 681.2926635742s, input_fired_time: 9.7816886902, output_fired_time: 6.3325324059, propagate_forward_time: 271.1986694336, propagate_backward_time: 384.0301513672, weight_update_time: 0.6872758269, other_time: 9.9496459961
epoch time: 57.0738449097s, input_fired_time: 1.0682947636, output_fired_time: 0.0000000000, propagate_forward_time: 54.2110595703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7944908142
validation[          , genome 18291] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       261.63794, best error:       261.63794 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 681.0370483398s, input_fired_time: 9.7690868378, output_fired_time: 6.3323893547, propagate_forward_time: 271.0983886719, propagate_backward_time: 383.9046325684, weight_update_time: 0.6874842048, other_time: 9.9325256348
epoch time: 57.0894165039s, input_fired_time: 1.0713536739, output_fired_time: 0.0000000000, propagate_forward_time: 54.2212295532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7968330383
validation[          , genome 18291] predictions:    9926/  10000 (99.26%), best:    9926/10000 (99.26%), error:       258.41895, best error:       258.41895 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 682.3338012695s, input_fired_time: 9.7901172638, output_fired_time: 6.4242196083, propagate_forward_time: 271.2219543457, propagate_backward_time: 384.9549560547, weight_update_time: 0.6882238388, other_time: 9.9425964355
epoch time: 57.0921096802s, input_fired_time: 1.0678260326, output_fired_time: 0.0000000000, propagate_forward_time: 54.2295227051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7947616577
validation[          , genome 18291] predictions:    9923/  10000 (99.23%), best:    9923/10000 (99.23%), error:       251.75516, best error:       251.75516 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 681.6080322266s, input_fired_time: 9.7767162323, output_fired_time: 6.3580055237, propagate_forward_time: 271.2764892578, propagate_backward_time: 384.2409362793, weight_update_time: 0.6887547374, other_time: 9.9558410645
epoch time: 57.0722808838s, input_fired_time: 1.0726374388, output_fired_time: 0.0000000000, propagate_forward_time: 54.2036056519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7960395813
validation[          , genome 18291] predictions:    9927/  10000 (99.27%), best:    9923/10000 (99.23%), error:       262.51691, best error:       251.75516 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 897.7617797852s, input_fired_time: 9.8338727951, output_fired_time: 6.5105209351, propagate_forward_time: 480.9448242188, propagate_backward_time: 390.5206909180, weight_update_time: 0.6919916272, other_time: 9.9519042969
epoch time: 57.0809822083s, input_fired_time: 1.0721733570, output_fired_time: 0.0000000000, propagate_forward_time: 54.2176437378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7911643982
validation[          , genome 18291] predictions:    9912/  10000 (99.12%), best:    9923/10000 (99.23%), error:       296.71011, best error:       251.75516 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 683.2660522461s, input_fired_time: 9.6858234406, output_fired_time: 6.3907914162, propagate_forward_time: 271.7742919922, propagate_backward_time: 385.7289123535, weight_update_time: 0.6750560999, other_time: 9.6861877441
epoch time: 56.9802284241s, input_fired_time: 1.0048096180, output_fired_time: 0.0000000000, propagate_forward_time: 54.3558120728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6196060181
validation[          , genome 18291] predictions:    9923/  10000 (99.23%), best:    9923/10000 (99.23%), error:       256.77774, best error:       251.75516 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 681.8031005859s, input_fired_time: 9.3393592834, output_fired_time: 6.3691949844, propagate_forward_time: 271.4653320312, propagate_backward_time: 385.6866149902, weight_update_time: 0.6384608746, other_time: 8.9425964355
epoch time: 56.7580986023s, input_fired_time: 0.9918271899, output_fired_time: 0.0000000000, propagate_forward_time: 54.1784172058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5878524780
validation[          , genome 18291] predictions:    9926/  10000 (99.26%), best:    9926/10000 (99.26%), error:       250.57014, best error:       250.57014 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 680.1216430664s, input_fired_time: 9.3387289047, output_fired_time: 6.3415746689, propagate_forward_time: 270.9693298340, propagate_backward_time: 384.6520996094, weight_update_time: 0.6374038458, other_time: 8.8199157715
epoch time: 56.7643737793s, input_fired_time: 0.9967021942, output_fired_time: 0.0000000000, propagate_forward_time: 54.1785202026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5891494751
validation[          , genome 18291] predictions:    9918/  10000 (99.18%), best:    9926/10000 (99.26%), error:       256.02615, best error:       250.57014 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 679.8886718750s, input_fired_time: 9.3414239883, output_fired_time: 6.3152642250, propagate_forward_time: 270.9233093262, propagate_backward_time: 384.4807434082, weight_update_time: 0.6381019354, other_time: 8.8279418945
epoch time: 56.7557373047s, input_fired_time: 0.9913741350, output_fired_time: 0.0000000000, propagate_forward_time: 54.1772613525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5871009827
validation[          , genome 18291] predictions:    9916/  10000 (99.16%), best:    9926/10000 (99.26%), error:       279.08374, best error:       250.57014 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 680.0347290039s, input_fired_time: 9.3195142746, output_fired_time: 6.3198947906, propagate_forward_time: 270.9949340820, propagate_backward_time: 384.5667114258, weight_update_time: 0.6394687295, other_time: 8.8336791992
epoch time: 56.7619857788s, input_fired_time: 0.9952396750, output_fired_time: 0.0000000000, propagate_forward_time: 54.1761093140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5906372070
validation[          , genome 18291] predictions:    9924/  10000 (99.24%), best:    9926/10000 (99.26%), error:       257.46121, best error:       250.57014 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 690.2558593750s, input_fired_time: 9.8574943542, output_fired_time: 6.5590195656, propagate_forward_time: 273.7264099121, propagate_backward_time: 390.1424865723, weight_update_time: 0.6936588287, other_time: 9.9704589844
epoch time: 57.0851020813s, input_fired_time: 1.0765047073, output_fired_time: 0.0000000000, propagate_forward_time: 54.2133216858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7952766418
validation[          , genome 18291] predictions:    9930/  10000 (99.30%), best:    9926/10000 (99.26%), error:       254.37347, best error:       250.57014 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 683.2750244141s, input_fired_time: 9.7738199234, output_fired_time: 6.5205736160, propagate_forward_time: 271.1748657227, propagate_backward_time: 385.8667907715, weight_update_time: 0.6891892552, other_time: 9.9389953613
epoch time: 57.0964126587s, input_fired_time: 1.0775947571, output_fired_time: 0.0000000000, propagate_forward_time: 54.2203674316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7984504700
validation[          , genome 18291] predictions:    9918/  10000 (99.18%), best:    9926/10000 (99.26%), error:       276.48914, best error:       250.57014 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 682.8049926758s, input_fired_time: 9.7922611237, output_fired_time: 6.4548497200, propagate_forward_time: 271.2996520996, propagate_backward_time: 385.3201904297, weight_update_time: 0.6891394854, other_time: 9.9380798340
epoch time: 57.0858726501s, input_fired_time: 1.0756335258, output_fired_time: 0.0000000000, propagate_forward_time: 54.2160148621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7942237854
validation[          , genome 18291] predictions:    9921/  10000 (99.21%), best:    9926/10000 (99.26%), error:       260.00296, best error:       250.57014 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 682.4563598633s, input_fired_time: 9.8068523407, output_fired_time: 6.3967666626, propagate_forward_time: 271.3715820312, propagate_backward_time: 384.9425964355, weight_update_time: 0.6885997057, other_time: 9.9385681152
epoch time: 57.0972442627s, input_fired_time: 1.0775318146, output_fired_time: 0.0000000000, propagate_forward_time: 54.2258415222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7938728333
validation[          , genome 18291] predictions:    9921/  10000 (99.21%), best:    9926/10000 (99.26%), error:       258.07657, best error:       250.57014 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 683.0223999023s, input_fired_time: 9.8354530334, output_fired_time: 6.3818664551, propagate_forward_time: 271.6954040527, propagate_backward_time: 385.1451721191, weight_update_time: 0.6891074777, other_time: 9.9644775391
epoch time: 57.1523399353s, input_fired_time: 1.0848140717, output_fired_time: 0.0000000000, propagate_forward_time: 54.2685928345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7989349365
validation[          , genome 18291] predictions:    9925/  10000 (99.25%), best:    9926/10000 (99.26%), error:       252.54625, best error:       250.57014 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 682.0101318359s, input_fired_time: 9.8442506790, output_fired_time: 6.3801679611, propagate_forward_time: 271.2681579590, propagate_backward_time: 384.5581665039, weight_update_time: 0.6895092130, other_time: 9.9593811035
epoch time: 57.1251487732s, input_fired_time: 1.0852206945, output_fired_time: 0.0000000000, propagate_forward_time: 54.2405853271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7993431091
validation[          , genome 18291] predictions:    9924/  10000 (99.24%), best:    9926/10000 (99.26%), error:       255.45662, best error:       250.57014 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 691.7957763672s, input_fired_time: 9.5843791962, output_fired_time: 6.4698834419, propagate_forward_time: 274.8627624512, propagate_backward_time: 391.5298767090, weight_update_time: 0.6550930142, other_time: 9.3488769531
epoch time: 56.7446594238s, input_fired_time: 0.9907908440, output_fired_time: 0.0000000000, propagate_forward_time: 54.1674499512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5864181519
validation[          , genome 18291] predictions:    9911/  10000 (99.11%), best:    9926/10000 (99.26%), error:       276.34189, best error:       250.57014 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 679.5189819336s, input_fired_time: 9.3022909164, output_fired_time: 6.2544269562, propagate_forward_time: 271.0667419434, propagate_backward_time: 384.0308227539, weight_update_time: 0.6395648122, other_time: 8.8646545410
epoch time: 56.7215843201s, input_fired_time: 0.9889249206, output_fired_time: 0.0000000000, propagate_forward_time: 54.1478195190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5848388672
validation[          , genome 18291] predictions:    9931/  10000 (99.31%), best:    9926/10000 (99.26%), error:       254.32556, best error:       250.57014 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 680.4429931641s, input_fired_time: 9.2845335007, output_fired_time: 6.4069504738, propagate_forward_time: 270.7517395020, propagate_backward_time: 385.1876525879, weight_update_time: 0.6376026273, other_time: 8.8121337891
epoch time: 56.7159423828s, input_fired_time: 0.9880008698, output_fired_time: 0.0000000000, propagate_forward_time: 54.1430206299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5849227905
validation[          , genome 18291] predictions:    9930/  10000 (99.30%), best:    9930/10000 (99.30%), error:       250.37994, best error:       250.37994 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 680.7199096680s, input_fired_time: 9.2841348648, output_fired_time: 6.4098320007, propagate_forward_time: 270.8399353027, propagate_backward_time: 385.3643188477, weight_update_time: 0.6390140057, other_time: 8.8216857910
epoch time: 56.7480468750s, input_fired_time: 0.9945468307, output_fired_time: 0.0000000000, propagate_forward_time: 54.1669807434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5865211487
validation[          , genome 18291] predictions:    9933/  10000 (99.33%), best:    9933/10000 (99.33%), error:       245.97339, best error:       245.97339 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 679.8505249023s, input_fired_time: 9.3163022995, output_fired_time: 6.3265843391, propagate_forward_time: 270.8619995117, propagate_backward_time: 384.5208129883, weight_update_time: 0.6387742162, other_time: 8.8248291016
epoch time: 56.7356681824s, input_fired_time: 0.9910646081, output_fired_time: 0.0000000000, propagate_forward_time: 54.1577377319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5868644714
validation[          , genome 18291] predictions:    9916/  10000 (99.16%), best:    9933/10000 (99.33%), error:       268.05045, best error:       245.97339 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 683.1751708984s, input_fired_time: 9.4322843552, output_fired_time: 6.3608007431, propagate_forward_time: 271.9348754883, propagate_backward_time: 386.3605957031, weight_update_time: 0.6418249011, other_time: 9.0866088867
epoch time: 56.7601814270s, input_fired_time: 0.9930470586, output_fired_time: 0.0000000000, propagate_forward_time: 54.1801338196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5870018005
validation[          , genome 18291] predictions:    9912/  10000 (99.12%), best:    9933/10000 (99.33%), error:       286.17004, best error:       245.97339 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 693.6134643555s, input_fired_time: 9.4307994843, output_fired_time: 6.3828797340, propagate_forward_time: 276.2005310059, propagate_backward_time: 392.7073974609, weight_update_time: 0.6488121152, other_time: 8.8918762207
epoch time: 56.7235336304s, input_fired_time: 0.9909784794, output_fired_time: 0.0000000000, propagate_forward_time: 54.1457748413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5867805481
validation[          , genome 18291] predictions:    9928/  10000 (99.28%), best:    9933/10000 (99.33%), error:       251.70448, best error:       245.97339 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 679.4940795898s, input_fired_time: 9.2957553864, output_fired_time: 6.3099684715, propagate_forward_time: 270.7713623047, propagate_backward_time: 384.3008422852, weight_update_time: 0.6388873458, other_time: 8.8161010742
epoch time: 56.7211837769s, input_fired_time: 0.9942498803, output_fired_time: 0.0000000000, propagate_forward_time: 54.1422424316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5846900940
validation[          , genome 18291] predictions:    9919/  10000 (99.19%), best:    9933/10000 (99.33%), error:       261.57037, best error:       245.97339 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 678.7800292969s, input_fired_time: 9.3133440018, output_fired_time: 6.2331452370, propagate_forward_time: 270.8218688965, propagate_backward_time: 383.5870971680, weight_update_time: 0.6386634707, other_time: 8.8245544434
epoch time: 56.7273864746s, input_fired_time: 0.9931503534, output_fired_time: 0.0000000000, propagate_forward_time: 54.1492195129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5850181580
validation[          , genome 18291] predictions:    9921/  10000 (99.21%), best:    9933/10000 (99.33%), error:       250.79878, best error:       245.97339 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 678.6790161133s, input_fired_time: 9.3073186874, output_fired_time: 6.2337551117, propagate_forward_time: 270.7873535156, propagate_backward_time: 383.5249328613, weight_update_time: 0.6388694048, other_time: 8.8256530762
epoch time: 56.7343864441s, input_fired_time: 0.9951997399, output_fired_time: 0.0000000000, propagate_forward_time: 54.1492309570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5899543762
validation[          , genome 18291] predictions:    9927/  10000 (99.27%), best:    9933/10000 (99.33%), error:       253.78539, best error:       245.97339 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 679.2441406250s, input_fired_time: 9.3229160309, output_fired_time: 6.2568836212, propagate_forward_time: 270.9013977051, propagate_backward_time: 383.9257812500, weight_update_time: 0.6390253305, other_time: 8.8371276855
epoch time: 56.7371826172s, input_fired_time: 0.9947934747, output_fired_time: 0.0000000000, propagate_forward_time: 54.1543960571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5879936218
validation[          , genome 18291] predictions:    9930/  10000 (99.30%), best:    9933/10000 (99.33%), error:       246.39656, best error:       245.97339 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 682.6588134766s, input_fired_time: 9.3419075012, output_fired_time: 6.3035178185, propagate_forward_time: 271.8325195312, propagate_backward_time: 386.3410339355, weight_update_time: 0.6409929991, other_time: 8.8398132324
epoch time: 56.7271766663s, input_fired_time: 0.9957034588, output_fired_time: 0.0000000000, propagate_forward_time: 54.1456184387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5858535767
validation[          , genome 18291] predictions:    9929/  10000 (99.29%), best:    9933/10000 (99.33%), error:       260.79895, best error:       245.97339 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 680.6297607422s, input_fired_time: 9.3052320480, output_fired_time: 6.4007339478, propagate_forward_time: 270.7904357910, propagate_backward_time: 385.3078308105, weight_update_time: 0.6395896077, other_time: 8.8255004883
epoch time: 56.7231559753s, input_fired_time: 0.9935350418, output_fired_time: 0.0000000000, propagate_forward_time: 54.1441268921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5854949951
validation[          , genome 18291] predictions:    9924/  10000 (99.24%), best:    9933/10000 (99.33%), error:       253.43640, best error:       245.97339 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 680.5759887695s, input_fired_time: 9.2920455933, output_fired_time: 6.4195604324, propagate_forward_time: 270.7245178223, propagate_backward_time: 385.3311157227, weight_update_time: 0.6386011243, other_time: 8.8087463379
epoch time: 56.7180137634s, input_fired_time: 0.9925675988, output_fired_time: 0.0000000000, propagate_forward_time: 54.1391716003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5862731934
validation[          , genome 18291] predictions:    9927/  10000 (99.27%), best:    9933/10000 (99.33%), error:       246.43311, best error:       245.97339 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 681.2680053711s, input_fired_time: 9.3207397461, output_fired_time: 6.4262447357, propagate_forward_time: 270.9540405273, propagate_backward_time: 385.7031555176, weight_update_time: 0.6397120953, other_time: 8.8638000488
epoch time: 57.0053329468s, input_fired_time: 1.0138174295, output_fired_time: 0.0000000000, propagate_forward_time: 54.3613624573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6301536560
validation[          , genome 18291] predictions:    9926/  10000 (99.26%), best:    9933/10000 (99.33%), error:       252.61475, best error:       245.97339 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 680.4878540039s, input_fired_time: 9.3773794174, output_fired_time: 6.2905087471, propagate_forward_time: 271.2497558594, propagate_backward_time: 384.6637573242, weight_update_time: 0.6401385069, other_time: 8.9064331055
epoch time: 56.7353591919s, input_fired_time: 0.9948093891, output_fired_time: 0.0000000000, propagate_forward_time: 54.1515312195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5890197754
validation[          , genome 18291] predictions:    9927/  10000 (99.27%), best:    9933/10000 (99.33%), error:       249.49185, best error:       245.97339 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 678.8171386719s, input_fired_time: 9.3173875809, output_fired_time: 6.2342486382, propagate_forward_time: 270.8354797363, propagate_backward_time: 383.6072692871, weight_update_time: 0.6391181350, other_time: 8.8227539062
epoch time: 56.7527275085s, input_fired_time: 0.9977797270, output_fired_time: 0.0000000000, propagate_forward_time: 54.1667366028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5882110596
validation[          , genome 18291] predictions:    9932/  10000 (99.32%), best:    9932/10000 (99.32%), error:       245.31238, best error:       245.31238 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 679.0120849609s, input_fired_time: 9.3244476318, output_fired_time: 6.2342677116, propagate_forward_time: 270.9591674805, propagate_backward_time: 383.6522521973, weight_update_time: 0.6430550814, other_time: 8.8419494629
epoch time: 56.7331199646s, input_fired_time: 0.9944806695, output_fired_time: 0.0000000000, propagate_forward_time: 54.1527252197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5859146118
validation[          , genome 18291] predictions:    9926/  10000 (99.26%), best:    9932/10000 (99.32%), error:       246.79175, best error:       245.31238 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 678.8662109375s, input_fired_time: 9.3216304779, output_fired_time: 6.2348251343, propagate_forward_time: 270.8474426270, propagate_backward_time: 383.6347961426, weight_update_time: 0.6394374967, other_time: 8.8275146484
epoch time: 56.7596473694s, input_fired_time: 0.9982210994, output_fired_time: 0.0000000000, propagate_forward_time: 54.1735076904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5879173279
validation[          , genome 18291] predictions:    9928/  10000 (99.28%), best:    9932/10000 (99.32%), error:       249.08649, best error:       245.31238 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 679.2546997070s, input_fired_time: 9.3288459778, output_fired_time: 6.2592706680, propagate_forward_time: 270.8593444824, propagate_backward_time: 383.9674682617, weight_update_time: 0.6413592696, other_time: 8.8397521973
epoch time: 56.7460784912s, input_fired_time: 0.9975910783, output_fired_time: 0.0000000000, propagate_forward_time: 54.1592521667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5892333984
validation[          , genome 18291] predictions:    9928/  10000 (99.28%), best:    9932/10000 (99.32%), error:       253.68163, best error:       245.31238 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 707.2746582031s, input_fired_time: 9.5441465378, output_fired_time: 6.5588488579, propagate_forward_time: 280.4985046387, propagate_backward_time: 401.7157897949, weight_update_time: 0.6604747176, other_time: 8.9573974609
epoch time: 56.7498168945s, input_fired_time: 0.9946277738, output_fired_time: 0.0000000000, propagate_forward_time: 54.1632385254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5919494629
validation[          , genome 18291] predictions:    9927/  10000 (99.27%), best:    9932/10000 (99.32%), error:       263.45090, best error:       245.31238 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 680.4160156250s, input_fired_time: 9.3679037094, output_fired_time: 6.2788338661, propagate_forward_time: 271.1799621582, propagate_backward_time: 384.7016601562, weight_update_time: 0.6408089399, other_time: 8.8876647949
epoch time: 57.1040267944s, input_fired_time: 1.0181068182, output_fired_time: 0.0000000000, propagate_forward_time: 54.4499588013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6359596252
validation[          , genome 18291] predictions:    9930/  10000 (99.30%), best:    9932/10000 (99.32%), error:       251.62802, best error:       245.31238 on epoch:    95, 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: 286.7952880859s, input_fired_time: 5.1231360435, output_fired_time: 0.0000000000, propagate_forward_time: 273.6011047363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.0710449219
best training[          , genome 18291] predictions:   49999/  50000 (100.00%), best:    9932/10000 (99.32%), error:        69.70104, best error:       245.31238 on epoch:    95, 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: 62.7364273071s, input_fired_time: 1.0635437965, output_fired_time: 0.0000000000, propagate_forward_time: 60.0292243958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6436576843
   testing[          , genome 18291] predictions:    9936/  10000 (99.36%), best:    9932/10000 (99.32%), error:       214.11784, best error:       245.31238 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:14:34 (28174): called boinc_finish(0)

</stderr_txt>
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