Nameexact_genome_1517574602_49_18278_1
Workunit2990970
Created9 Feb 2018, 8:34:54 UTC
Sent9 Feb 2018, 9:20:02 UTC
Report deadline3 Apr 2018, 6:36:11 UTC
Received10 Feb 2018, 15:21:26 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID65660
Run time23 hours 58 min 1 sec
CPU time21 hours 54 min 59 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.52 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size183.73 MB
Peak swap size186.99 MB
Peak disk usage8.25 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>


epoch time: 771.5824584961s, input_fired_time: 9.5353164673, output_fired_time: 9.0834255219, propagate_forward_time: 290.5816650391, propagate_backward_time: 453.3281860352, weight_update_time: 0.7043918967, other_time: 9.0538330078
epoch time: 61.5133743286s, input_fired_time: 1.2567436695, output_fired_time: 0.0000000000, propagate_forward_time: 58.6226539612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6339759827
validation[          , genome 18278] predictions:    9807/  10000 (98.07%), best:    9863/10000 (98.63%), error:       587.20502, best error:       484.30096 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 883.8917846680s, input_fired_time: 60.2787704468, output_fired_time: 9.3307008743, propagate_forward_time: 295.0161132813, propagate_backward_time: 509.9815979004, weight_update_time: 0.7051116228, other_time: 9.2846374512
epoch time: 69.6542282104s, input_fired_time: 1.3041692972, output_fired_time: 0.0000000000, propagate_forward_time: 66.5031890869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8468704224
validation[          , genome 18278] predictions:    9822/  10000 (98.22%), best:    9863/10000 (98.63%), error:       568.02502, best error:       484.30096 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 790.8640747070s, input_fired_time: 9.7619256973, output_fired_time: 9.3923025131, propagate_forward_time: 298.5843505859, propagate_backward_time: 463.9794311523, weight_update_time: 0.7180200219, other_time: 9.1461181641
epoch time: 63.2095222473s, input_fired_time: 1.2946211100, output_fired_time: 0.0000000000, propagate_forward_time: 60.2585563660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6563453674
validation[          , genome 18278] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       483.86487, best error:       483.86487 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 775.1571655273s, input_fired_time: 9.3806018829, output_fired_time: 9.2593088150, propagate_forward_time: 292.2598876953, propagate_backward_time: 455.0025024414, weight_update_time: 0.6872907281, other_time: 9.2548217773
epoch time: 59.1394424438s, input_fired_time: 1.1477817297, output_fired_time: 0.0000000000, propagate_forward_time: 56.4665985107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5250625610
validation[          , genome 18278] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       481.55334, best error:       481.55334 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 771.1556396484s, input_fired_time: 9.3883810043, output_fired_time: 9.1361751556, propagate_forward_time: 291.1123352051, propagate_backward_time: 452.3746032715, weight_update_time: 0.7155202627, other_time: 9.1441650391
epoch time: 59.0664520264s, input_fired_time: 1.1271088123, output_fired_time: 0.0000000000, propagate_forward_time: 56.3748168945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5645256042
validation[          , genome 18278] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       405.02057, best error:       405.02057 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 760.8896484375s, input_fired_time: 9.2595310211, output_fired_time: 9.0862550735, propagate_forward_time: 286.9035339355, propagate_backward_time: 446.7467956543, weight_update_time: 0.6792466640, other_time: 8.8935546875
epoch time: 68.0366973877s, input_fired_time: 1.3145260811, output_fired_time: 0.0000000000, propagate_forward_time: 64.9128799438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8092880249
validation[          , genome 18278] predictions:    9859/  10000 (98.59%), best:    9876/10000 (98.76%), error:       442.56137, best error:       405.02057 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 753.8312377930s, input_fired_time: 9.3084373474, output_fired_time: 8.8599166870, propagate_forward_time: 284.0065917969, propagate_backward_time: 442.9322204590, weight_update_time: 0.6703355908, other_time: 8.7240905762
epoch time: 60.5650367737s, input_fired_time: 1.1975278854, output_fired_time: 0.0000000000, propagate_forward_time: 57.8235130310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5439949036
validation[          , genome 18278] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       397.42673, best error:       397.42673 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 754.3275146484s, input_fired_time: 9.1581211090, output_fired_time: 9.0688152313, propagate_forward_time: 284.8575134277, propagate_backward_time: 442.4253234863, weight_update_time: 0.6808886528, other_time: 8.8177490234
epoch time: 59.6546669006s, input_fired_time: 1.1655943394, output_fired_time: 0.0000000000, propagate_forward_time: 56.9462318420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428390503
validation[          , genome 18278] predictions:    9832/  10000 (98.32%), best:    9868/10000 (98.68%), error:       623.46564, best error:       397.42673 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 752.0203857422s, input_fired_time: 9.2764120102, output_fired_time: 8.7607812881, propagate_forward_time: 283.4350280762, propagate_backward_time: 441.6839599609, weight_update_time: 0.6648606062, other_time: 8.8641662598
epoch time: 66.8718719482s, input_fired_time: 1.3498610258, output_fired_time: 0.0000000000, propagate_forward_time: 63.8462066650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6758041382
validation[          , genome 18278] predictions:    9845/  10000 (98.45%), best:    9868/10000 (98.68%), error:       470.54459, best error:       397.42673 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 811.0267333984s, input_fired_time: 9.1655273438, output_fired_time: 8.9470643997, propagate_forward_time: 337.3422241211, propagate_backward_time: 446.6292419434, weight_update_time: 0.6925078034, other_time: 8.9426574707
epoch time: 117.8966522217s, input_fired_time: 1.3686726093, output_fired_time: 0.0000000000, propagate_forward_time: 114.7536315918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7743453979
validation[          , genome 18278] predictions:    9844/  10000 (98.44%), best:    9868/10000 (98.68%), error:       483.54767, best error:       397.42673 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 762.6664428711s, input_fired_time: 9.3531894684, output_fired_time: 9.0432071686, propagate_forward_time: 287.8949279785, propagate_backward_time: 447.3980712891, weight_update_time: 0.6965581179, other_time: 8.9770202637
epoch time: 58.8145027161s, input_fired_time: 1.1608912945, output_fired_time: 0.0000000000, propagate_forward_time: 56.0804023743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5732078552
validation[          , genome 18278] predictions:    9853/  10000 (98.53%), best:    9868/10000 (98.68%), error:       459.33640, best error:       397.42673 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 767.9146728516s, input_fired_time: 9.3429870605, output_fired_time: 9.1582231522, propagate_forward_time: 289.7392883301, propagate_backward_time: 450.5700378418, weight_update_time: 0.7249905467, other_time: 9.1041259766
epoch time: 57.9256248474s, input_fired_time: 1.0978074074, output_fired_time: 0.0000000000, propagate_forward_time: 55.2890357971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5387802124
validation[          , genome 18278] predictions:    9863/  10000 (98.63%), best:    9868/10000 (98.68%), error:       431.84018, best error:       397.42673 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 764.3263549805s, input_fired_time: 9.2928857803, output_fired_time: 9.1509151459, propagate_forward_time: 287.8670959473, propagate_backward_time: 448.9578857422, weight_update_time: 0.7245327830, other_time: 9.0575256348
epoch time: 61.3705291748s, input_fired_time: 1.2060124874, output_fired_time: 0.0000000000, propagate_forward_time: 58.5615539551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6029624939
validation[          , genome 18278] predictions:    9854/  10000 (98.54%), best:    9868/10000 (98.68%), error:       457.01044, best error:       397.42673 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 758.8236694336s, input_fired_time: 9.2197237015, output_fired_time: 8.9273157120, propagate_forward_time: 285.8464660645, propagate_backward_time: 445.8862609863, weight_update_time: 0.6776839495, other_time: 8.9439086914
epoch time: 68.2361831665s, input_fired_time: 1.3011527061, output_fired_time: 0.0000000000, propagate_forward_time: 65.0931472778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8418807983
validation[          , genome 18278] predictions:    9867/  10000 (98.67%), best:    9868/10000 (98.68%), error:       445.65970, best error:       397.42673 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 780.7132568359s, input_fired_time: 9.5164823532, output_fired_time: 9.1834754944, propagate_forward_time: 294.3774719238, propagate_backward_time: 458.4335937500, weight_update_time: 0.7346341610, other_time: 9.2022399902
epoch time: 61.5057029724s, input_fired_time: 1.1819711924, output_fired_time: 0.0000000000, propagate_forward_time: 58.6746330261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6490974426
validation[          , genome 18278] predictions:    9866/  10000 (98.66%), best:    9868/10000 (98.68%), error:       413.66653, best error:       397.42673 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 793.5111083984s, input_fired_time: 9.8276510239, output_fired_time: 9.4798126221, propagate_forward_time: 298.9397888184, propagate_backward_time: 466.1277160645, weight_update_time: 0.6759745479, other_time: 9.1361694336
epoch time: 59.7660293579s, input_fired_time: 1.1523337364, output_fired_time: 0.0000000000, propagate_forward_time: 57.0536231995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5600738525
validation[          , genome 18278] predictions:    9877/  10000 (98.77%), best:    9868/10000 (98.68%), error:       409.65439, best error:       397.42673 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 776.7269897461s, input_fired_time: 9.4042024612, output_fired_time: 9.1295738220, propagate_forward_time: 293.0718383789, propagate_backward_time: 456.0560913086, weight_update_time: 0.7274004221, other_time: 9.0653076172
epoch time: 59.6423797607s, input_fired_time: 1.1373788118, output_fired_time: 0.0000000000, propagate_forward_time: 56.8794479370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6255531311
validation[          , genome 18278] predictions:    9818/  10000 (98.18%), best:    9868/10000 (98.68%), error:       550.41522, best error:       397.42673 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 829.4337158203s, input_fired_time: 10.2611255646, output_fired_time: 10.0746335983, propagate_forward_time: 311.7500000000, propagate_backward_time: 487.7072753906, weight_update_time: 0.6870639324, other_time: 9.6406860352
epoch time: 61.0837821960s, input_fired_time: 1.2067028284, output_fired_time: 0.0000000000, propagate_forward_time: 58.2147254944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6623535156
validation[          , genome 18278] predictions:    9862/  10000 (98.62%), best:    9868/10000 (98.68%), error:       445.79868, best error:       397.42673 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 837.0972900391s, input_fired_time: 9.7337322235, output_fired_time: 9.3245916367, propagate_forward_time: 297.5348205566, propagate_backward_time: 511.2659301758, weight_update_time: 0.6750691533, other_time: 9.2382202148
epoch time: 62.1175308228s, input_fired_time: 1.2416150570, output_fired_time: 0.0000000000, propagate_forward_time: 59.2614364624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6144790649
validation[          , genome 18278] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       351.07413, best error:       351.07413 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 774.9085693359s, input_fired_time: 9.4483060837, output_fired_time: 9.1752843857, propagate_forward_time: 292.4430847168, propagate_backward_time: 454.6937561035, weight_update_time: 0.7320757508, other_time: 9.1481323242
epoch time: 59.6823692322s, input_fired_time: 1.1585977077, output_fired_time: 0.0000000000, propagate_forward_time: 56.9436683655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5801048279
validation[          , genome 18278] predictions:    9860/  10000 (98.60%), best:    9907/10000 (99.07%), error:       483.89746, best error:       351.07413 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 786.8891601563s, input_fired_time: 9.5814981461, output_fired_time: 9.2605409622, propagate_forward_time: 296.2832336426, propagate_backward_time: 462.4136962891, weight_update_time: 0.7304120064, other_time: 9.3501892090
epoch time: 61.2557487488s, input_fired_time: 1.1919478178, output_fired_time: 0.0000000000, propagate_forward_time: 58.4375801086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262207031
validation[          , genome 18278] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       330.86554, best error:       330.86554 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 755.7814331055s, input_fired_time: 9.2533226013, output_fired_time: 8.9826269150, propagate_forward_time: 284.9949645996, propagate_backward_time: 443.6071777344, weight_update_time: 0.6773516536, other_time: 8.9433898926
epoch time: 61.4464836121s, input_fired_time: 1.2603517771, output_fired_time: 0.0000000000, propagate_forward_time: 58.5320205688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6541099548
validation[          , genome 18278] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       400.72708, best error:       330.86554 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 774.3677978516s, input_fired_time: 9.5210371017, output_fired_time: 9.0876569748, propagate_forward_time: 292.0184020996, propagate_backward_time: 454.6622619629, weight_update_time: 0.6888695955, other_time: 9.0784301758
epoch time: 68.3417129517s, input_fired_time: 1.3726867437, output_fired_time: 0.0000000000, propagate_forward_time: 65.1525421143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8164825439
validation[          , genome 18278] predictions:    9883/  10000 (98.83%), best:    9897/10000 (98.97%), error:       368.45648, best error:       330.86554 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 763.2214355469s, input_fired_time: 9.2019910812, output_fired_time: 8.9412822723, propagate_forward_time: 287.3680725098, propagate_backward_time: 448.6645812988, weight_update_time: 0.6925487518, other_time: 9.0455322266
epoch time: 60.5288124084s, input_fired_time: 1.1498891115, output_fired_time: 0.0000000000, propagate_forward_time: 57.7961349487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5827865601
validation[          , genome 18278] predictions:    9876/  10000 (98.76%), best:    9897/10000 (98.97%), error:       413.87857, best error:       330.86554 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 761.2799072266s, input_fired_time: 9.3561582565, output_fired_time: 9.0577068329, propagate_forward_time: 286.5043945313, propagate_backward_time: 447.3687133789, weight_update_time: 0.6876052618, other_time: 8.9929809570
epoch time: 60.2647094727s, input_fired_time: 1.1989959478, output_fired_time: 0.0000000000, propagate_forward_time: 57.4704437256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5952682495
validation[          , genome 18278] predictions:    9877/  10000 (98.77%), best:    9897/10000 (98.97%), error:       382.33395, best error:       330.86554 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 769.9451904297s, input_fired_time: 9.3924179077, output_fired_time: 8.9591903687, propagate_forward_time: 290.0932617188, propagate_backward_time: 452.2185058594, weight_update_time: 0.6939010620, other_time: 9.2818603516
epoch time: 60.3033142090s, input_fired_time: 1.1717255116, output_fired_time: 0.0000000000, propagate_forward_time: 57.5953979492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5361900330
validation[          , genome 18278] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       340.04507, best error:       330.86554 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 836.5050659180s, input_fired_time: 9.5410966873, output_fired_time: 9.2322702408, propagate_forward_time: 346.7525024414, propagate_backward_time: 461.8133850098, weight_update_time: 0.7001705766, other_time: 9.1658020020
epoch time: 105.5283355713s, input_fired_time: 1.3030506372, output_fired_time: 0.0000000000, propagate_forward_time: 102.5639877319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6613006592
validation[          , genome 18278] predictions:    9874/  10000 (98.74%), best:    9897/10000 (98.97%), error:       426.60675, best error:       330.86554 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 758.5272827148s, input_fired_time: 9.3344707489, output_fired_time: 8.9241743088, propagate_forward_time: 285.7318115234, propagate_backward_time: 445.5896301270, weight_update_time: 0.7083035707, other_time: 8.9471740723
epoch time: 70.8152236938s, input_fired_time: 1.4002249241, output_fired_time: 0.0000000000, propagate_forward_time: 67.4538192749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9611816406
validation[          , genome 18278] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       342.27588, best error:       330.86554 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 767.1143798828s, input_fired_time: 9.3647708893, output_fired_time: 8.9516344070, propagate_forward_time: 289.4685363770, propagate_backward_time: 450.2958679199, weight_update_time: 0.7255650759, other_time: 9.0335693359
epoch time: 59.6070442200s, input_fired_time: 1.1230971813, output_fired_time: 0.0000000000, propagate_forward_time: 56.9090499878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5748977661
validation[          , genome 18278] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       350.62674, best error:       330.86554 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 811.9084472656s, input_fired_time: 9.8241147995, output_fired_time: 9.5061359406, propagate_forward_time: 306.0534667969, propagate_backward_time: 476.9548950195, weight_update_time: 0.7257689834, other_time: 9.5698242188
epoch time: 64.2499389648s, input_fired_time: 1.2292609215, output_fired_time: 0.0000000000, propagate_forward_time: 61.3304290771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6902503967
validation[          , genome 18278] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       372.88193, best error:       330.86554 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 904.0618896484s, input_fired_time: 9.8729639053, output_fired_time: 9.3142061234, propagate_forward_time: 323.1313171387, propagate_backward_time: 552.3384399414, weight_update_time: 0.7461178899, other_time: 9.4049682617
epoch time: 61.0511779785s, input_fired_time: 1.1988011599, output_fired_time: 0.0000000000, propagate_forward_time: 58.2663192749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5860557556
validation[          , genome 18278] predictions:    9873/  10000 (98.73%), best:    9897/10000 (98.97%), error:       399.18045, best error:       330.86554 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 812.5408935547s, input_fired_time: 9.8881092072, output_fired_time: 9.5319766998, propagate_forward_time: 305.7239990234, propagate_backward_time: 478.0683898926, weight_update_time: 0.7071065307, other_time: 9.3283996582
epoch time: 60.3735160828s, input_fired_time: 1.1449086666, output_fired_time: 0.0000000000, propagate_forward_time: 57.6336517334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5949554443
validation[          , genome 18278] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       330.38519, best error:       330.38519 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 761.7137451172s, input_fired_time: 9.2086563110, output_fired_time: 9.0065746307, propagate_forward_time: 287.3373413086, propagate_backward_time: 447.2633666992, weight_update_time: 0.6884706616, other_time: 8.8977661133
epoch time: 58.7518043518s, input_fired_time: 1.1133906841, output_fired_time: 0.0000000000, propagate_forward_time: 56.0895652771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5488471985
validation[          , genome 18278] predictions:    9874/  10000 (98.74%), best:    9900/10000 (99.00%), error:       381.50137, best error:       330.38519 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 800.4358520508s, input_fired_time: 9.9068880081, output_fired_time: 9.4451360703, propagate_forward_time: 302.0974426270, propagate_backward_time: 469.4528198242, weight_update_time: 0.7040979862, other_time: 9.5335998535
epoch time: 61.0739288330s, input_fired_time: 1.1770617962, output_fired_time: 0.0000000000, propagate_forward_time: 58.2062072754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6906585693
validation[          , genome 18278] predictions:    9878/  10000 (98.78%), best:    9900/10000 (99.00%), error:       390.11234, best error:       330.38519 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 790.0661010742s, input_fired_time: 9.5876064301, output_fired_time: 9.2817392349, propagate_forward_time: 297.2099609375, propagate_backward_time: 464.6690063477, weight_update_time: 0.7256065011, other_time: 9.3178100586
epoch time: 118.7324447632s, input_fired_time: 1.2793433666, output_fired_time: 0.0000000000, propagate_forward_time: 115.6956558228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7574462891
validation[          , genome 18278] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       327.14584, best error:       327.14584 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 970.7288818359s, input_fired_time: 10.9662084579, output_fired_time: 10.5309810638, propagate_forward_time: 344.0989990234, propagate_backward_time: 594.6578979492, weight_update_time: 0.8470430374, other_time: 10.4747924805
epoch time: 76.8691635132s, input_fired_time: 1.3997708559, output_fired_time: 0.0000000000, propagate_forward_time: 73.3671722412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1022186279
validation[          , genome 18278] predictions:    9886/  10000 (98.86%), best:    9913/10000 (99.13%), error:       350.81906, best error:       327.14584 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 968.9252929688s, input_fired_time: 11.9998159409, output_fired_time: 11.3771514893, propagate_forward_time: 365.8834533691, propagate_backward_time: 568.3732910156, weight_update_time: 0.8730990887, other_time: 11.2916259766
epoch time: 69.5820999146s, input_fired_time: 1.3220473528, output_fired_time: 0.0000000000, propagate_forward_time: 66.4601593018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7998962402
validation[          , genome 18278] predictions:    9895/  10000 (98.95%), best:    9913/10000 (99.13%), error:       347.50253, best error:       327.14584 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 754.9786376953s, input_fired_time: 9.2518939972, output_fired_time: 8.8756418228, propagate_forward_time: 284.2935791016, propagate_backward_time: 443.7181396484, weight_update_time: 0.7048075795, other_time: 8.8393554688
epoch time: 57.9758720398s, input_fired_time: 1.1273601055, output_fired_time: 0.0000000000, propagate_forward_time: 55.2785911560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5699195862
validation[          , genome 18278] predictions:    9888/  10000 (98.88%), best:    9913/10000 (99.13%), error:       352.44946, best error:       327.14584 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 756.9910278320s, input_fired_time: 9.2000236511, output_fired_time: 8.8966274261, propagate_forward_time: 285.5878295898, propagate_backward_time: 444.3134765625, weight_update_time: 0.6897273660, other_time: 8.9931030273
epoch time: 61.5837669373s, input_fired_time: 1.2031203508, output_fired_time: 0.0000000000, propagate_forward_time: 58.7256546021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6549911499
validation[          , genome 18278] predictions:    9890/  10000 (98.90%), best:    9913/10000 (99.13%), error:       355.80399, best error:       327.14584 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 773.4818725586s, input_fired_time: 9.2224740982, output_fired_time: 8.9547386169, propagate_forward_time: 287.6723327637, propagate_backward_time: 458.8948669434, weight_update_time: 0.6733005047, other_time: 8.7374877930
epoch time: 62.1338500977s, input_fired_time: 1.1873697042, output_fired_time: 0.0000000000, propagate_forward_time: 59.3146781921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6318016052
validation[          , genome 18278] predictions:    9896/  10000 (98.96%), best:    9913/10000 (99.13%), error:       337.36002, best error:       327.14584 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 759.9728393555s, input_fired_time: 9.3140001297, output_fired_time: 8.9828577042, propagate_forward_time: 286.5578918457, propagate_backward_time: 446.2633666992, weight_update_time: 0.6684918404, other_time: 8.8547058105
epoch time: 60.3373146057s, input_fired_time: 1.1436239481, output_fired_time: 0.0000000000, propagate_forward_time: 57.6011962891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5924949646
validation[          , genome 18278] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       329.55191, best error:       327.14584 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 753.5954589844s, input_fired_time: 9.1868858337, output_fired_time: 8.8902997971, propagate_forward_time: 284.3341369629, propagate_backward_time: 442.3232421875, weight_update_time: 0.6904100776, other_time: 8.8608703613
epoch time: 60.9891548157s, input_fired_time: 1.1692687273, output_fired_time: 0.0000000000, propagate_forward_time: 58.1838951111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6359901428
validation[          , genome 18278] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       315.32724, best error:       315.32724 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 763.1772460938s, input_fired_time: 9.1904535294, output_fired_time: 9.0063686371, propagate_forward_time: 287.7302856445, propagate_backward_time: 448.2026367188, weight_update_time: 0.7330257297, other_time: 9.0475463867
epoch time: 58.9255981445s, input_fired_time: 1.1785539389, output_fired_time: 0.0000000000, propagate_forward_time: 56.1511688232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5958747864
validation[          , genome 18278] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       316.50089, best error:       315.32724 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 902.1976928711s, input_fired_time: 9.6713485718, output_fired_time: 9.5725536346, propagate_forward_time: 397.4694213867, propagate_backward_time: 476.2512207031, weight_update_time: 0.7291100025, other_time: 9.2331542969
epoch time: 60.0327568054s, input_fired_time: 1.1803462505, output_fired_time: 0.0000000000, propagate_forward_time: 57.2574195862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5949897766
validation[          , genome 18278] predictions:    9877/  10000 (98.77%), best:    9906/10000 (99.06%), error:       393.45865, best error:       315.32724 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 758.3360595703s, input_fired_time: 9.3835353851, output_fired_time: 8.9423866272, propagate_forward_time: 286.0206604004, propagate_backward_time: 445.0294799805, weight_update_time: 0.6745175719, other_time: 8.9599914551
epoch time: 62.6759223938s, input_fired_time: 1.2384349108, output_fired_time: 0.0000000000, propagate_forward_time: 59.7846527100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6528358459
validation[          , genome 18278] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       344.32813, best error:       315.32724 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 761.9866333008s, input_fired_time: 9.2590723038, output_fired_time: 9.0964756012, propagate_forward_time: 287.0130920410, propagate_backward_time: 447.5448608398, weight_update_time: 0.7171047330, other_time: 9.0730895996
epoch time: 61.3103256226s, input_fired_time: 1.1812311411, output_fired_time: 0.0000000000, propagate_forward_time: 58.5143394470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6147537231
validation[          , genome 18278] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       303.97873, best error:       303.97873 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 875.1453857422s, input_fired_time: 10.0057592392, output_fired_time: 9.5661544800, propagate_forward_time: 315.8322753906, propagate_backward_time: 530.1240234375, weight_update_time: 0.7914461493, other_time: 9.6171875000
epoch time: 61.5326499939s, input_fired_time: 1.2173844576, output_fired_time: 0.0000000000, propagate_forward_time: 58.6534614563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6618041992
validation[          , genome 18278] predictions:    9859/  10000 (98.59%), best:    9914/10000 (99.14%), error:       485.70309, best error:       303.97873 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 783.9600219727s, input_fired_time: 9.4642906189, output_fired_time: 9.3269624710, propagate_forward_time: 295.5946350098, propagate_backward_time: 460.2785644531, weight_update_time: 0.7007362843, other_time: 9.2955627441
epoch time: 61.9550476074s, input_fired_time: 1.2059668303, output_fired_time: 0.0000000000, propagate_forward_time: 59.0963668823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6527137756
validation[          , genome 18278] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       305.41766, best error:       303.97873 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 764.1442260742s, input_fired_time: 9.3141412735, output_fired_time: 9.0340147018, propagate_forward_time: 288.4816284180, propagate_backward_time: 448.4571533203, weight_update_time: 0.6749519706, other_time: 8.8572998047
epoch time: 59.3740577698s, input_fired_time: 1.1472035646, output_fired_time: 0.0000000000, propagate_forward_time: 56.6788177490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5480346680
validation[          , genome 18278] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       297.87891, best error:       297.87891 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 756.6077270508s, input_fired_time: 9.1546888351, output_fired_time: 8.9423685074, propagate_forward_time: 284.8260803223, propagate_backward_time: 444.8195190430, weight_update_time: 0.6857848167, other_time: 8.8650817871
epoch time: 62.6320037842s, input_fired_time: 1.1851226091, output_fired_time: 0.0000000000, propagate_forward_time: 59.7826461792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6642341614
validation[          , genome 18278] predictions:    9917/  10000 (99.17%), best:    9914/10000 (99.14%), error:       300.58615, best error:       297.87891 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 770.2075805664s, input_fired_time: 9.5892362595, output_fired_time: 8.9828634262, propagate_forward_time: 290.7009277344, propagate_backward_time: 451.7961425781, weight_update_time: 0.7149854302, other_time: 9.1384277344
epoch time: 59.7760543823s, input_fired_time: 1.1980793476, output_fired_time: 0.0000000000, propagate_forward_time: 56.9855270386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5924491882
validation[          , genome 18278] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       306.43216, best error:       297.87891 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 875.1646728516s, input_fired_time: 9.5747890472, output_fired_time: 9.1660261154, propagate_forward_time: 342.5613403320, propagate_backward_time: 504.7562866211, weight_update_time: 0.6918314099, other_time: 9.1062622070
epoch time: 58.9692115784s, input_fired_time: 1.1355895996, output_fired_time: 0.0000000000, propagate_forward_time: 56.2567901611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5768318176
validation[          , genome 18278] predictions:    9897/  10000 (98.97%), best:    9914/10000 (99.14%), error:       333.08136, best error:       297.87891 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 792.5897827148s, input_fired_time: 9.7153968811, output_fired_time: 9.3845243454, propagate_forward_time: 299.0868225098, propagate_backward_time: 464.9729614258, weight_update_time: 0.7042120695, other_time: 9.4300842285
epoch time: 59.4937782288s, input_fired_time: 1.1547894478, output_fired_time: 0.0000000000, propagate_forward_time: 56.7710838318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5679054260
validation[          , genome 18278] predictions:    9887/  10000 (98.87%), best:    9914/10000 (99.14%), error:       354.32156, best error:       297.87891 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 766.3766479492s, input_fired_time: 9.3880796432, output_fired_time: 9.2946043015, propagate_forward_time: 288.8131103516, propagate_backward_time: 449.9491577148, weight_update_time: 0.6849498153, other_time: 8.9317016602
epoch time: 69.1104507446s, input_fired_time: 1.2883810997, output_fired_time: 0.0000000000, propagate_forward_time: 66.0202789307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8017883301
validation[          , genome 18278] predictions:    9904/  10000 (99.04%), best:    9914/10000 (99.14%), error:       313.28281, best error:       297.87891 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 772.6537475586s, input_fired_time: 9.5280427933, output_fired_time: 9.1735544205, propagate_forward_time: 290.8344421387, propagate_backward_time: 454.1710815430, weight_update_time: 0.6957101226, other_time: 8.9466247559
epoch time: 59.5225982666s, input_fired_time: 1.1674734354, output_fired_time: 0.0000000000, propagate_forward_time: 56.7551460266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5999794006
validation[          , genome 18278] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       303.72473, best error:       297.87891 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 780.0224609375s, input_fired_time: 9.4920959473, output_fired_time: 9.1914577484, propagate_forward_time: 293.6329956055, propagate_backward_time: 458.5095520020, weight_update_time: 0.7505332828, other_time: 9.1963806152
epoch time: 60.4119758606s, input_fired_time: 1.1553034782, output_fired_time: 0.0000000000, propagate_forward_time: 57.6546554565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6020164490
validation[          , genome 18278] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       305.42615, best error:       297.87891 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 809.0355224609s, input_fired_time: 9.9594612122, output_fired_time: 9.4986763000, propagate_forward_time: 304.6193542480, propagate_backward_time: 475.6549377441, weight_update_time: 0.7597966194, other_time: 9.3031005859
epoch time: 69.2991333008s, input_fired_time: 1.2941958904, output_fired_time: 0.0000000000, propagate_forward_time: 66.2233581543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7815780640
validation[          , genome 18278] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       310.23209, best error:       297.87891 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 862.9306640625s, input_fired_time: 10.5863227844, output_fired_time: 10.1252202988, propagate_forward_time: 325.7027893066, propagate_backward_time: 506.3473815918, weight_update_time: 0.8103628159, other_time: 10.1689758301
epoch time: 71.7172622681s, input_fired_time: 1.3982981443, output_fired_time: 0.0000000000, propagate_forward_time: 68.4435043335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8754577637
validation[          , genome 18278] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       288.00912, best error:       288.00912 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 954.1058349609s, input_fired_time: 11.2532510757, output_fired_time: 10.9623632431, propagate_forward_time: 363.1196594238, propagate_backward_time: 558.0156250000, weight_update_time: 0.7918223143, other_time: 10.7550048828
epoch time: 74.9624710083s, input_fired_time: 1.4764051437, output_fired_time: 0.0000000000, propagate_forward_time: 71.5702819824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9157867432
validation[          , genome 18278] predictions:    9906/  10000 (99.06%), best:    9916/10000 (99.16%), error:       307.72165, best error:       288.00912 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1018.7648315430s, input_fired_time: 11.6181373596, output_fired_time: 11.3072013855, propagate_forward_time: 403.5608825684, propagate_backward_time: 581.1541748047, weight_update_time: 0.7763082981, other_time: 11.1243896484
epoch time: 71.9920959473s, input_fired_time: 1.4598634243, output_fired_time: 0.0000000000, propagate_forward_time: 68.6094818115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9227523804
validation[          , genome 18278] predictions:    9915/  10000 (99.15%), best:    9916/10000 (99.16%), error:       291.86951, best error:       288.00912 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 820.6057128906s, input_fired_time: 10.1065864563, output_fired_time: 9.5596809387, propagate_forward_time: 309.1726684570, propagate_backward_time: 482.1385498047, weight_update_time: 0.7335168123, other_time: 9.6282348633
epoch time: 61.6317977905s, input_fired_time: 1.2170296907, output_fired_time: 0.0000000000, propagate_forward_time: 58.8074569702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6073112488
validation[          , genome 18278] predictions:    9912/  10000 (99.12%), best:    9916/10000 (99.16%), error:       310.78409, best error:       288.00912 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 781.4082031250s, input_fired_time: 9.5278015137, output_fired_time: 9.2218570709, propagate_forward_time: 294.1695556641, propagate_backward_time: 459.2323303223, weight_update_time: 0.7064685225, other_time: 9.2566223145
epoch time: 66.3138198853s, input_fired_time: 1.2985582352, output_fired_time: 0.0000000000, propagate_forward_time: 63.2780685425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7371902466
validation[          , genome 18278] predictions:    9910/  10000 (99.10%), best:    9916/10000 (99.16%), error:       305.38831, best error:       288.00912 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 778.2164306641s, input_fired_time: 9.4822731018, output_fired_time: 9.0988273621, propagate_forward_time: 293.9516601563, propagate_backward_time: 456.4382934570, weight_update_time: 0.7526557446, other_time: 9.2453613281
epoch time: 60.1972389221s, input_fired_time: 1.1816673279, output_fired_time: 0.0000000000, propagate_forward_time: 57.4476470947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5679244995
validation[          , genome 18278] predictions:    9918/  10000 (99.18%), best:    9916/10000 (99.16%), error:       290.58826, best error:       288.00912 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 786.9812622070s, input_fired_time: 9.5736513138, output_fired_time: 9.3884849548, propagate_forward_time: 297.0096740723, propagate_backward_time: 461.9340515137, weight_update_time: 0.7332756519, other_time: 9.0753784180
epoch time: 61.8467407227s, input_fired_time: 1.1892747879, output_fired_time: 0.0000000000, propagate_forward_time: 58.9883575439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6691093445
validation[          , genome 18278] predictions:    9908/  10000 (99.08%), best:    9916/10000 (99.16%), error:       293.09692, best error:       288.00912 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 806.9184570313s, input_fired_time: 9.7951955795, output_fired_time: 9.4702434540, propagate_forward_time: 304.0432434082, propagate_backward_time: 474.1856994629, weight_update_time: 0.7586127520, other_time: 9.4241333008
epoch time: 60.7111968994s, input_fired_time: 1.2308080196, output_fired_time: 0.0000000000, propagate_forward_time: 57.8629074097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6174812317
validation[          , genome 18278] predictions:    9914/  10000 (99.14%), best:    9916/10000 (99.16%), error:       298.63614, best error:       288.00912 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 781.2312622070s, input_fired_time: 9.6946096420, output_fired_time: 9.3009414673, propagate_forward_time: 294.8603515625, propagate_backward_time: 458.3493041992, weight_update_time: 0.6898790002, other_time: 9.0260620117
epoch time: 62.5545539856s, input_fired_time: 1.2135729790, output_fired_time: 0.0000000000, propagate_forward_time: 59.7100410461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6309394836
validation[          , genome 18278] predictions:    9909/  10000 (99.09%), best:    9916/10000 (99.16%), error:       302.94110, best error:       288.00912 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 769.6630859375s, input_fired_time: 9.4874143600, output_fired_time: 9.1457185745, propagate_forward_time: 290.0311889648, propagate_backward_time: 451.9108276367, weight_update_time: 0.6863340735, other_time: 9.0879516602
epoch time: 68.9735641479s, input_fired_time: 1.4173840284, output_fired_time: 0.0000000000, propagate_forward_time: 65.6960983276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8600845337
validation[          , genome 18278] predictions:    9917/  10000 (99.17%), best:    9916/10000 (99.16%), error:       296.29730, best error:       288.00912 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 897.7885742188s, input_fired_time: 9.8242092133, output_fired_time: 9.4433155060, propagate_forward_time: 351.3637084961, propagate_backward_time: 517.7103271484, weight_update_time: 0.7380729914, other_time: 9.4470214844
epoch time: 63.6745681763s, input_fired_time: 1.2802050114, output_fired_time: 0.0000000000, propagate_forward_time: 60.7675628662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6268005371
validation[          , genome 18278] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       286.86935, best error:       286.86935 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 810.5655517578s, input_fired_time: 9.6703739166, output_fired_time: 9.4226188660, propagate_forward_time: 312.2167358398, propagate_backward_time: 469.9368286133, weight_update_time: 0.7959997654, other_time: 9.3190307617
epoch time: 62.5011520386s, input_fired_time: 1.2092065811, output_fired_time: 0.0000000000, propagate_forward_time: 59.6532287598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6387176514
validation[          , genome 18278] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       288.32346, best error:       286.86935 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 793.9223022461s, input_fired_time: 9.9140110016, output_fired_time: 9.3316917419, propagate_forward_time: 299.5496215820, propagate_backward_time: 465.9213256836, weight_update_time: 0.7167600393, other_time: 9.2056884766
epoch time: 59.3845100403s, input_fired_time: 1.1678909063, output_fired_time: 0.0000000000, propagate_forward_time: 56.6728935242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5437240601
validation[          , genome 18278] predictions:    9909/  10000 (99.09%), best:    9908/10000 (99.08%), error:       294.52362, best error:       286.86935 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 800.8728027344s, input_fired_time: 9.8526659012, output_fired_time: 9.3000917435, propagate_forward_time: 301.7414245605, propagate_backward_time: 470.6690673828, weight_update_time: 0.7552213073, other_time: 9.3095397949
epoch time: 60.0953292847s, input_fired_time: 1.1698021889, output_fired_time: 0.0000000000, propagate_forward_time: 57.3728370667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5526885986
validation[          , genome 18278] predictions:    9909/  10000 (99.09%), best:    9908/10000 (99.08%), error:       293.73740, best error:       286.86935 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 780.4575195313s, input_fired_time: 9.5397739410, output_fired_time: 9.3125314713, propagate_forward_time: 294.1705017090, propagate_backward_time: 458.3569946289, weight_update_time: 0.6829183698, other_time: 9.0776672363
epoch time: 61.6255569458s, input_fired_time: 1.1947466135, output_fired_time: 0.0000000000, propagate_forward_time: 58.7979125977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6328964233
validation[          , genome 18278] predictions:    9914/  10000 (99.14%), best:    9908/10000 (99.08%), error:       290.64001, best error:       286.86935 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 773.4725952148s, input_fired_time: 9.5142679214, output_fired_time: 9.1450109482, propagate_forward_time: 291.8318481445, propagate_backward_time: 453.8699951172, weight_update_time: 0.6876235008, other_time: 9.1114501953
epoch time: 64.6044769287s, input_fired_time: 1.2690619230, output_fired_time: 0.0000000000, propagate_forward_time: 61.5492630005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7861518860
validation[          , genome 18278] predictions:    9912/  10000 (99.12%), best:    9908/10000 (99.08%), error:       297.56656, best error:       286.86935 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 797.7219848633s, input_fired_time: 9.9462862015, output_fired_time: 9.3396263123, propagate_forward_time: 299.6574096680, propagate_backward_time: 469.5624389648, weight_update_time: 0.7020057440, other_time: 9.2162475586
epoch time: 61.9381790161s, input_fired_time: 1.1984286308, output_fired_time: 0.0000000000, propagate_forward_time: 59.0791969299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6605529785
validation[          , genome 18278] predictions:    9913/  10000 (99.13%), best:    9908/10000 (99.08%), error:       294.92450, best error:       286.86935 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 793.5632324219s, input_fired_time: 9.9071292877, output_fired_time: 9.3089017868, propagate_forward_time: 299.0670166016, propagate_backward_time: 466.1872863770, weight_update_time: 0.7328860760, other_time: 9.0929260254
epoch time: 60.4498786926s, input_fired_time: 1.1986784935, output_fired_time: 0.0000000000, propagate_forward_time: 57.6376304626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6135711670
validation[          , genome 18278] predictions:    9913/  10000 (99.13%), best:    9908/10000 (99.08%), error:       304.78885, best error:       286.86935 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 783.2469482422s, input_fired_time: 9.5763244629, output_fired_time: 9.0177040100, propagate_forward_time: 295.9456481934, propagate_backward_time: 459.6238403320, weight_update_time: 0.7017163634, other_time: 9.0834655762
epoch time: 64.2370910645s, input_fired_time: 1.2537478209, output_fired_time: 0.0000000000, propagate_forward_time: 61.2754783630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7078666687
validation[          , genome 18278] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       286.47260, best error:       286.47260 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 866.3598022461s, input_fired_time: 9.7609910965, output_fired_time: 9.2145776749, propagate_forward_time: 295.8311767578, propagate_backward_time: 542.3675537109, weight_update_time: 0.7522851825, other_time: 9.1854858398
epoch time: 70.2756500244s, input_fired_time: 1.4852155447, output_fired_time: 0.0000000000, propagate_forward_time: 66.8121261597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9783096313
validation[          , genome 18278] predictions:    9916/  10000 (99.16%), best:    9913/10000 (99.13%), error:       288.82611, best error:       286.47260 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 787.4653930664s, input_fired_time: 9.7251968384, output_fired_time: 9.2418098450, propagate_forward_time: 296.5627441406, propagate_backward_time: 462.7575683594, weight_update_time: 0.7405732870, other_time: 9.1780395508
epoch time: 60.7353744507s, input_fired_time: 1.1812759638, output_fired_time: 0.0000000000, propagate_forward_time: 57.9043273926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6497726440
validation[          , genome 18278] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       285.64407, best error:       285.64407 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 791.5568237305s, input_fired_time: 9.6242017746, output_fired_time: 9.3330183029, propagate_forward_time: 298.3812866211, propagate_backward_time: 465.1217956543, weight_update_time: 0.6683685184, other_time: 9.0965270996
epoch time: 60.3953933716s, input_fired_time: 1.2203681469, output_fired_time: 0.0000000000, propagate_forward_time: 57.5591697693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6158561707
validation[          , genome 18278] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       284.53534, best error:       284.53534 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 783.4485473633s, input_fired_time: 9.5828704834, output_fired_time: 9.2949123383, propagate_forward_time: 295.1110534668, propagate_backward_time: 460.1870117188, weight_update_time: 0.7238827348, other_time: 9.2726745605
epoch time: 60.5921287537s, input_fired_time: 1.2559517622, output_fired_time: 0.0000000000, propagate_forward_time: 57.6951866150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6409912109
validation[          , genome 18278] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       280.30322, best error:       280.30322 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 797.1019897461s, input_fired_time: 9.6683053970, output_fired_time: 9.3351764679, propagate_forward_time: 300.5031127930, propagate_backward_time: 468.3765258789, weight_update_time: 0.7431197762, other_time: 9.2188110352
epoch time: 61.6918334961s, input_fired_time: 1.2140800953, output_fired_time: 0.0000000000, propagate_forward_time: 58.8170013428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6607513428
validation[          , genome 18278] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       286.12537, best error:       280.30322 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 769.6470336914s, input_fired_time: 9.4069662094, output_fired_time: 9.0093431473, propagate_forward_time: 289.7040100098, propagate_backward_time: 452.4675292969, weight_update_time: 0.6983956099, other_time: 9.0591735840
epoch time: 63.3123855591s, input_fired_time: 1.2065801620, output_fired_time: 0.0000000000, propagate_forward_time: 60.4322700500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6735343933
validation[          , genome 18278] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       294.20648, best error:       280.30322 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 802.5114746094s, input_fired_time: 9.7781257629, output_fired_time: 9.5138626099, propagate_forward_time: 302.0045776367, propagate_backward_time: 471.7822570801, weight_update_time: 0.7445507646, other_time: 9.4326477051
epoch time: 60.5312156677s, input_fired_time: 1.1924012899, output_fired_time: 0.0000000000, propagate_forward_time: 57.7344665527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6043472290
validation[          , genome 18278] predictions:    9912/  10000 (99.12%), best:    9911/10000 (99.11%), error:       286.58493, best error:       280.30322 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 788.6551513672s, input_fired_time: 9.6367549896, output_fired_time: 9.3985424042, propagate_forward_time: 297.7177124023, propagate_backward_time: 462.6420593262, weight_update_time: 0.6751343012, other_time: 9.2600402832
epoch time: 60.9759635925s, input_fired_time: 1.1688954830, output_fired_time: 0.0000000000, propagate_forward_time: 58.2312393188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5758285522
validation[          , genome 18278] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       296.09521, best error:       280.30322 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 887.7191772461s, input_fired_time: 9.7438764572, output_fired_time: 9.3069610596, propagate_forward_time: 300.8693542480, propagate_backward_time: 507.4156188965, weight_update_time: 0.7222816944, other_time: 60.3833312988
epoch time: 61.2353439331s, input_fired_time: 1.1697552204, output_fired_time: 0.0000000000, propagate_forward_time: 58.4321746826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6334152222
validation[          , genome 18278] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       283.74026, best error:       280.30322 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 786.7701416016s, input_fired_time: 9.7595129013, output_fired_time: 9.3100605011, propagate_forward_time: 296.2807312012, propagate_backward_time: 462.2728881836, weight_update_time: 0.7726893425, other_time: 9.1469421387
epoch time: 68.0773925781s, input_fired_time: 1.2406854630, output_fired_time: 0.0000000000, propagate_forward_time: 65.0529403687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7837677002
validation[          , genome 18278] predictions:    9909/  10000 (99.09%), best:    9911/10000 (99.11%), error:       284.75580, best error:       280.30322 on epoch:    94, 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: 310.8269958496s, input_fired_time: 6.1506071091, output_fired_time: 0.0000000000, propagate_forward_time: 296.3772583008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2991333008
best training[          , genome 18278] predictions:   50000/  50000 (100.00%), best:    9911/10000 (99.11%), error:        91.32130, best error:       280.30322 on epoch:    94, 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: 61.4813346863s, input_fired_time: 1.1951804161, output_fired_time: 0.0000000000, propagate_forward_time: 58.5964698792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6896858215
   testing[          , genome 18278] predictions:    9929/  10000 (99.29%), best:    9911/10000 (99.11%), error:       228.92612, best error:       280.30322 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:20:22 (50664): called boinc_finish(0)

</stderr_txt>
]]>