Nameexact_genome_1508499903_24_13369_0
Workunit2257258
Created22 Oct 2017, 16:55:34 UTC
Sent22 Oct 2017, 17:43:33 UTC
Report deadline4 Dec 2017, 11:15:17 UTC
Received26 Oct 2017, 1:44:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time23 hours 27 min 7 sec
CPU time23 hours 21 min 45 sec
Validate stateValid
Credit10,682.59
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.94 MB
Peak swap size169.48 MB
Peak disk usage5.33 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 766.2229614258s, input_fired_time: 8.7594451904, output_fired_time: 8.9838457108, propagate_forward_time: 285.1252746582, propagate_backward_time: 454.0587463379, weight_update_time: 0.8563455343, other_time: 9.2956542969
epoch time: 59.9670829773s, input_fired_time: 1.0875613689, output_fired_time: 0.0000000000, propagate_forward_time: 57.2239151001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6556053162
validation[          , genome 13369] predictions:    9816/  10000 (98.16%), best:    9856/10000 (98.56%), error:       569.59601, best error:       476.33105 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 768.2523803711s, input_fired_time: 8.7626934052, output_fired_time: 9.0296564102, propagate_forward_time: 285.6245422363, propagate_backward_time: 455.5811157227, weight_update_time: 0.8598411679, other_time: 9.2543640137
epoch time: 59.6529045105s, input_fired_time: 1.0780881643, output_fired_time: 0.0000000000, propagate_forward_time: 56.9469757080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6278419495
validation[          , genome 13369] predictions:    9852/  10000 (98.52%), best:    9856/10000 (98.56%), error:       496.61472, best error:       476.33105 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 765.7628173828s, input_fired_time: 8.7707986832, output_fired_time: 8.9966516495, propagate_forward_time: 284.7842102051, propagate_backward_time: 453.9651489258, weight_update_time: 0.8606614470, other_time: 9.2460021973
epoch time: 60.2350120544s, input_fired_time: 1.0780658722, output_fired_time: 0.0000000000, propagate_forward_time: 57.5357704163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6211738586
validation[          , genome 13369] predictions:    9848/  10000 (98.48%), best:    9856/10000 (98.56%), error:       510.02625, best error:       476.33105 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 766.3852539063s, input_fired_time: 8.7871770859, output_fired_time: 9.0015945435, propagate_forward_time: 285.6712341309, propagate_backward_time: 453.6744689941, weight_update_time: 0.8560358286, other_time: 9.2507934570
epoch time: 59.5346603394s, input_fired_time: 1.0847172737, output_fired_time: 0.0000000000, propagate_forward_time: 56.8088645935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6410789490
validation[          , genome 13369] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       466.69995, best error:       466.69995 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 767.7687377930s, input_fired_time: 8.7973737717, output_fired_time: 9.0080108643, propagate_forward_time: 286.0365905762, propagate_backward_time: 454.6408386230, weight_update_time: 0.8639048338, other_time: 9.2859497070
epoch time: 59.7883415222s, input_fired_time: 1.0814781189, output_fired_time: 0.0000000000, propagate_forward_time: 57.0651626587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6417007446
validation[          , genome 13369] predictions:    9833/  10000 (98.33%), best:    9852/10000 (98.52%), error:       562.63092, best error:       466.69995 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 768.7247314453s, input_fired_time: 8.7838382721, output_fired_time: 8.9913511276, propagate_forward_time: 286.3345947266, propagate_backward_time: 455.3158264160, weight_update_time: 0.8619416952, other_time: 9.2991638184
epoch time: 59.9965057373s, input_fired_time: 1.0845260620, output_fired_time: 0.0000000000, propagate_forward_time: 57.2770462036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6349334717
validation[          , genome 13369] predictions:    9798/  10000 (97.98%), best:    9852/10000 (98.52%), error:       646.99005, best error:       466.69995 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 767.2784423828s, input_fired_time: 8.7817935944, output_fired_time: 9.0270767212, propagate_forward_time: 285.9454345703, propagate_backward_time: 454.2809143066, weight_update_time: 0.8499891758, other_time: 9.2431945801
epoch time: 59.6978149414s, input_fired_time: 1.0768352747, output_fired_time: 0.0000000000, propagate_forward_time: 56.9854850769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6354942322
validation[          , genome 13369] predictions:    9833/  10000 (98.33%), best:    9852/10000 (98.52%), error:       529.68048, best error:       466.69995 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 768.0568847656s, input_fired_time: 8.7806930542, output_fired_time: 9.0375804901, propagate_forward_time: 285.7801208496, propagate_backward_time: 455.1184082031, weight_update_time: 0.8593695760, other_time: 9.3400573730
epoch time: 59.8995132446s, input_fired_time: 1.0908591747, output_fired_time: 0.0000000000, propagate_forward_time: 57.1522636414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6563911438
validation[          , genome 13369] predictions:    9830/  10000 (98.30%), best:    9852/10000 (98.52%), error:       512.11511, best error:       466.69995 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 766.1775512695s, input_fired_time: 8.7835884094, output_fired_time: 8.9920396805, propagate_forward_time: 285.5973205566, propagate_backward_time: 453.4986267090, weight_update_time: 0.8508858085, other_time: 9.3059692383
epoch time: 59.7444686890s, input_fired_time: 1.1001625061, output_fired_time: 0.0000000000, propagate_forward_time: 56.9870033264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6573028564
validation[          , genome 13369] predictions:    9838/  10000 (98.38%), best:    9852/10000 (98.52%), error:       493.39734, best error:       466.69995 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 767.0219726563s, input_fired_time: 8.7614984512, output_fired_time: 9.0029325485, propagate_forward_time: 285.0894470215, propagate_backward_time: 454.8890991211, weight_update_time: 0.8545590043, other_time: 9.2790222168
epoch time: 59.4248390198s, input_fired_time: 1.0850536823, output_fired_time: 0.0000000000, propagate_forward_time: 56.7158088684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6239776611
validation[          , genome 13369] predictions:    9819/  10000 (98.19%), best:    9852/10000 (98.52%), error:       534.81561, best error:       466.69995 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 766.0505371094s, input_fired_time: 8.7873125076, output_fired_time: 8.9819307327, propagate_forward_time: 285.0862121582, propagate_backward_time: 453.8546142578, weight_update_time: 0.8582905531, other_time: 9.3404846191
epoch time: 59.9049873352s, input_fired_time: 1.0905200243, output_fired_time: 0.0000000000, propagate_forward_time: 57.1528816223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6615867615
validation[          , genome 13369] predictions:    9831/  10000 (98.31%), best:    9852/10000 (98.52%), error:       552.78510, best error:       466.69995 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 766.4616699219s, input_fired_time: 8.7728834152, output_fired_time: 8.9710569382, propagate_forward_time: 285.0037841797, propagate_backward_time: 454.4456481934, weight_update_time: 0.8561822772, other_time: 9.2682800293
epoch time: 59.8571243286s, input_fired_time: 1.0927839279, output_fired_time: 0.0000000000, propagate_forward_time: 57.1402816772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6240577698
validation[          , genome 13369] predictions:    9815/  10000 (98.15%), best:    9852/10000 (98.52%), error:       541.24969, best error:       466.69995 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 765.4652099609s, input_fired_time: 8.7733545303, output_fired_time: 8.9471225739, propagate_forward_time: 284.8497009277, propagate_backward_time: 453.6247863770, weight_update_time: 0.8556691408, other_time: 9.2702026367
epoch time: 59.8317108154s, input_fired_time: 1.0810139179, output_fired_time: 0.0000000000, propagate_forward_time: 57.1267204285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6239776611
validation[          , genome 13369] predictions:    9809/  10000 (98.09%), best:    9852/10000 (98.52%), error:       570.86481, best error:       466.69995 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 766.6411743164s, input_fired_time: 8.7961168289, output_fired_time: 9.0111103058, propagate_forward_time: 285.9652709961, propagate_backward_time: 453.5851440430, weight_update_time: 0.8640871048, other_time: 9.2835083008
epoch time: 59.5669631958s, input_fired_time: 1.0864603519, output_fired_time: 0.0000000000, propagate_forward_time: 56.8212013245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6593017578
validation[          , genome 13369] predictions:    9838/  10000 (98.38%), best:    9852/10000 (98.52%), error:       502.78967, best error:       466.69995 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 766.9556884766s, input_fired_time: 8.7851982117, output_fired_time: 8.9896001816, propagate_forward_time: 285.6918945313, propagate_backward_time: 454.2378540039, weight_update_time: 0.8463736176, other_time: 9.2510986328
epoch time: 60.2430000305s, input_fired_time: 1.0907664299, output_fired_time: 0.0000000000, propagate_forward_time: 57.5325050354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6197280884
validation[          , genome 13369] predictions:    9859/  10000 (98.59%), best:    9852/10000 (98.52%), error:       474.92529, best error:       466.69995 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 766.4766845703s, input_fired_time: 8.7899122238, output_fired_time: 8.9517345428, propagate_forward_time: 285.3127746582, propagate_backward_time: 454.1423034668, weight_update_time: 0.8601407409, other_time: 9.2799682617
epoch time: 59.9882469177s, input_fired_time: 1.0952093601, output_fired_time: 0.0000000000, propagate_forward_time: 57.2526130676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6404228210
validation[          , genome 13369] predictions:    9856/  10000 (98.56%), best:    9852/10000 (98.52%), error:       475.00912, best error:       466.69995 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 765.9611206055s, input_fired_time: 8.7808628082, output_fired_time: 8.9946098328, propagate_forward_time: 285.5123291016, propagate_backward_time: 453.4127502441, weight_update_time: 0.8594331145, other_time: 9.2605285645
epoch time: 60.2887306213s, input_fired_time: 1.0887298584, output_fired_time: 0.0000000000, propagate_forward_time: 57.5743217468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6256790161
validation[          , genome 13369] predictions:    9853/  10000 (98.53%), best:    9852/10000 (98.52%), error:       494.59131, best error:       466.69995 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 767.4064941406s, input_fired_time: 8.7859382629, output_fired_time: 8.9842634201, propagate_forward_time: 285.8235778809, propagate_backward_time: 454.5323181152, weight_update_time: 0.8579536676, other_time: 9.2803955078
epoch time: 59.8770637512s, input_fired_time: 1.0980494022, output_fired_time: 0.0000000000, propagate_forward_time: 57.1483840942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6306304932
validation[          , genome 13369] predictions:    9825/  10000 (98.25%), best:    9852/10000 (98.52%), error:       527.71857, best error:       466.69995 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 764.4939575195s, input_fired_time: 8.7895040512, output_fired_time: 8.9922399521, propagate_forward_time: 284.9498291016, propagate_backward_time: 452.4710998535, weight_update_time: 0.8544591665, other_time: 9.2912902832
epoch time: 60.1301765442s, input_fired_time: 1.0962808132, output_fired_time: 0.0000000000, propagate_forward_time: 57.4076499939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262474060
validation[          , genome 13369] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       461.00787, best error:       461.00787 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 769.1594238281s, input_fired_time: 8.8253879547, output_fired_time: 9.0082035065, propagate_forward_time: 287.0496215820, propagate_backward_time: 455.0095825195, weight_update_time: 0.8544747829, other_time: 9.2666625977
epoch time: 59.7830810547s, input_fired_time: 1.0807498693, output_fired_time: 0.0000000000, propagate_forward_time: 57.0630760193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6392555237
validation[          , genome 13369] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       448.95834, best error:       448.95834 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 763.9421997070s, input_fired_time: 8.8088197708, output_fired_time: 8.9513292313, propagate_forward_time: 284.6374816895, propagate_backward_time: 452.2934570313, weight_update_time: 0.8551561236, other_time: 9.2510681152
epoch time: 59.7928314209s, input_fired_time: 1.0916110277, output_fired_time: 0.0000000000, propagate_forward_time: 57.0704727173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6307487488
validation[          , genome 13369] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       413.31458, best error:       413.31458 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 766.9237670898s, input_fired_time: 8.7909641266, output_fired_time: 9.0067090988, propagate_forward_time: 285.4539794922, propagate_backward_time: 454.4036865234, weight_update_time: 0.8534761071, other_time: 9.2684326172
epoch time: 60.0784912109s, input_fired_time: 1.0871556997, output_fired_time: 0.0000000000, propagate_forward_time: 57.3437347412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6476020813
validation[          , genome 13369] predictions:    9849/  10000 (98.49%), best:    9877/10000 (98.77%), error:       492.45920, best error:       413.31458 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 767.8199462891s, input_fired_time: 8.8222436905, output_fired_time: 9.0404872894, propagate_forward_time: 286.0971374512, propagate_backward_time: 454.6140747070, weight_update_time: 0.8596197963, other_time: 9.2460021973
epoch time: 59.4894905090s, input_fired_time: 1.0939935446, output_fired_time: 0.0000000000, propagate_forward_time: 56.7527465820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6427497864
validation[          , genome 13369] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       398.25406, best error:       398.25406 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 766.6494750977s, input_fired_time: 8.7925004959, output_fired_time: 8.9744615555, propagate_forward_time: 285.0246887207, propagate_backward_time: 454.5235595703, weight_update_time: 0.8539274335, other_time: 9.3342590332
epoch time: 59.5247192383s, input_fired_time: 1.0817785263, output_fired_time: 0.0000000000, propagate_forward_time: 56.7945137024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6484260559
validation[          , genome 13369] predictions:    9846/  10000 (98.46%), best:    9873/10000 (98.73%), error:       510.65497, best error:       398.25406 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 765.4874877930s, input_fired_time: 8.7835264206, output_fired_time: 8.9621906281, propagate_forward_time: 285.1764831543, propagate_backward_time: 453.3585205078, weight_update_time: 0.8465356231, other_time: 9.2067565918
epoch time: 60.2683601379s, input_fired_time: 1.0996154547, output_fired_time: 0.0000000000, propagate_forward_time: 57.5237121582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6450309753
validation[          , genome 13369] predictions:    9884/  10000 (98.84%), best:    9873/10000 (98.73%), error:       400.24991, best error:       398.25406 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 766.1077270508s, input_fired_time: 8.8082752228, output_fired_time: 8.9576807022, propagate_forward_time: 285.1247558594, propagate_backward_time: 453.9396362305, weight_update_time: 0.8544592857, other_time: 9.2773437500
epoch time: 59.6421546936s, input_fired_time: 1.0933490992, output_fired_time: 0.0000000000, propagate_forward_time: 56.9110679626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6377372742
validation[          , genome 13369] predictions:    9870/  10000 (98.70%), best:    9873/10000 (98.73%), error:       414.22400, best error:       398.25406 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 767.4113159180s, input_fired_time: 8.8141984940, output_fired_time: 8.9901247025, propagate_forward_time: 285.5746765137, propagate_backward_time: 454.7216186523, weight_update_time: 0.8544180393, other_time: 9.3106994629
epoch time: 60.0054359436s, input_fired_time: 1.0978273153, output_fired_time: 0.0000000000, propagate_forward_time: 57.2735595703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6340484619
validation[          , genome 13369] predictions:    9862/  10000 (98.62%), best:    9873/10000 (98.73%), error:       453.53098, best error:       398.25406 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 764.3167724609s, input_fired_time: 8.7841014862, output_fired_time: 8.9556512833, propagate_forward_time: 285.0381774902, propagate_backward_time: 452.2532653809, weight_update_time: 0.8520365953, other_time: 9.2855834961
epoch time: 59.4070625305s, input_fired_time: 1.0957067013, output_fired_time: 0.0000000000, propagate_forward_time: 56.6731109619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6382446289
validation[          , genome 13369] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       418.27621, best error:       398.25406 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 765.1980590820s, input_fired_time: 8.8005266190, output_fired_time: 8.9890813828, propagate_forward_time: 284.8918762207, propagate_backward_time: 453.2793579102, weight_update_time: 0.8505345583, other_time: 9.2372131348
epoch time: 59.6928863525s, input_fired_time: 1.0953564644, output_fired_time: 0.0000000000, propagate_forward_time: 56.9616203308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6359100342
validation[          , genome 13369] predictions:    9866/  10000 (98.66%), best:    9873/10000 (98.73%), error:       428.00156, best error:       398.25406 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 766.4453735352s, input_fired_time: 8.8152904510, output_fired_time: 9.0077638626, propagate_forward_time: 285.6879577637, propagate_backward_time: 453.7054748535, weight_update_time: 0.8550397158, other_time: 9.2288818359
epoch time: 59.9013595581s, input_fired_time: 1.0951702595, output_fired_time: 0.0000000000, propagate_forward_time: 57.1640472412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6421432495
validation[          , genome 13369] predictions:    9881/  10000 (98.81%), best:    9873/10000 (98.73%), error:       400.30807, best error:       398.25406 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 768.1469116211s, input_fired_time: 8.8187704086, output_fired_time: 8.9970617294, propagate_forward_time: 286.0664367676, propagate_backward_time: 455.0127868652, weight_update_time: 0.8550084233, other_time: 9.2518310547
epoch time: 59.8657302856s, input_fired_time: 1.0948377848, output_fired_time: 0.0000000000, propagate_forward_time: 57.1471061707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6237869263
validation[          , genome 13369] predictions:    9850/  10000 (98.50%), best:    9873/10000 (98.73%), error:       492.62433, best error:       398.25406 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 766.4116210938s, input_fired_time: 8.8119268417, output_fired_time: 8.9636497498, propagate_forward_time: 285.7849121094, propagate_backward_time: 453.6094970703, weight_update_time: 0.8548058867, other_time: 9.2416381836
epoch time: 59.3313560486s, input_fired_time: 1.0940561295, output_fired_time: 0.0000000000, propagate_forward_time: 56.5809707642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6563301086
validation[          , genome 13369] predictions:    9865/  10000 (98.65%), best:    9873/10000 (98.73%), error:       440.71140, best error:       398.25406 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 767.1558227539s, input_fired_time: 8.8259611130, output_fired_time: 8.9986228943, propagate_forward_time: 285.0986328125, propagate_backward_time: 454.9495239258, weight_update_time: 0.8522692919, other_time: 9.2830810547
epoch time: 59.9700584412s, input_fired_time: 1.0972414017, output_fired_time: 0.0000000000, propagate_forward_time: 57.2535209656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6192970276
validation[          , genome 13369] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       396.00977, best error:       396.00977 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 771.3985595703s, input_fired_time: 8.8614063263, output_fired_time: 9.0363044739, propagate_forward_time: 287.7570190430, propagate_backward_time: 456.4728698730, weight_update_time: 0.8531281948, other_time: 9.2709655762
epoch time: 60.1842193604s, input_fired_time: 1.1002823114, output_fired_time: 0.0000000000, propagate_forward_time: 57.4582290649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6257095337
validation[          , genome 13369] predictions:    9862/  10000 (98.62%), best:    9884/10000 (98.84%), error:       416.75726, best error:       396.00977 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 768.6526489258s, input_fired_time: 8.8420782089, output_fired_time: 9.0182485580, propagate_forward_time: 285.7949218750, propagate_backward_time: 455.6941223145, weight_update_time: 0.8662075400, other_time: 9.3032531738
epoch time: 59.7521743774s, input_fired_time: 1.0977368355, output_fired_time: 0.0000000000, propagate_forward_time: 57.0274353027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6270027161
validation[          , genome 13369] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       375.86700, best error:       375.86700 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 771.2854003906s, input_fired_time: 8.8807916641, output_fired_time: 9.0418891907, propagate_forward_time: 287.4130554199, propagate_backward_time: 456.7035827637, weight_update_time: 0.8536393046, other_time: 9.2460937500
epoch time: 59.6490707397s, input_fired_time: 1.1111984253, output_fired_time: 0.0000000000, propagate_forward_time: 56.8759841919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6618881226
validation[          , genome 13369] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       420.32654, best error:       375.86700 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 770.4027709961s, input_fired_time: 8.8904647827, output_fired_time: 9.0187292099, propagate_forward_time: 286.6753845215, propagate_backward_time: 456.5239257813, weight_update_time: 0.8588923216, other_time: 9.2942810059
epoch time: 60.6103782654s, input_fired_time: 1.1090270281, output_fired_time: 0.0000000000, propagate_forward_time: 57.8508300781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6505203247
validation[          , genome 13369] predictions:    9846/  10000 (98.46%), best:    9885/10000 (98.85%), error:       491.60110, best error:       375.86700 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 771.1108398438s, input_fired_time: 8.9128847122, output_fired_time: 9.0367650986, propagate_forward_time: 287.9681701660, propagate_backward_time: 455.8810424805, weight_update_time: 0.8577606082, other_time: 9.3119812012
epoch time: 60.0919418335s, input_fired_time: 1.1099942923, output_fired_time: 0.0000000000, propagate_forward_time: 57.3226280212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6593208313
validation[          , genome 13369] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       364.26575, best error:       364.26575 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 770.9389648438s, input_fired_time: 8.9121837616, output_fired_time: 9.0518207550, propagate_forward_time: 287.4658813477, propagate_backward_time: 456.2164306641, weight_update_time: 0.8645277619, other_time: 9.2926635742
epoch time: 60.6275367737s, input_fired_time: 1.1142406464, output_fired_time: 0.0000000000, propagate_forward_time: 57.8688659668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6444320679
validation[          , genome 13369] predictions:    9837/  10000 (98.37%), best:    9890/10000 (98.90%), error:       492.33417, best error:       364.26575 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 771.6622924805s, input_fired_time: 8.9150476456, output_fired_time: 9.0421133041, propagate_forward_time: 287.2354431152, propagate_backward_time: 457.1383056641, weight_update_time: 0.8610022664, other_time: 9.3313903809
epoch time: 60.2138977051s, input_fired_time: 1.1103413105, output_fired_time: 0.0000000000, propagate_forward_time: 57.4576530457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6459045410
validation[          , genome 13369] predictions:    9866/  10000 (98.66%), best:    9890/10000 (98.90%), error:       438.85275, best error:       364.26575 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 773.9263305664s, input_fired_time: 8.9182271957, output_fired_time: 9.0781183243, propagate_forward_time: 288.3192138672, propagate_backward_time: 458.2936706543, weight_update_time: 0.8634929657, other_time: 9.3171081543
epoch time: 60.0886764526s, input_fired_time: 1.1151515245, output_fired_time: 0.0000000000, propagate_forward_time: 57.3040122986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6695137024
validation[          , genome 13369] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       396.06122, best error:       364.26575 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 774.0079345703s, input_fired_time: 8.9159936905, output_fired_time: 9.0809001923, propagate_forward_time: 288.2309570313, propagate_backward_time: 458.5001831055, weight_update_time: 0.8623003960, other_time: 9.2799072266
epoch time: 60.4668197632s, input_fired_time: 1.1095327139, output_fired_time: 0.0000000000, propagate_forward_time: 57.7072601318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6500282288
validation[          , genome 13369] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       379.89203, best error:       364.26575 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 770.9973144531s, input_fired_time: 8.9146814346, output_fired_time: 9.0680427551, propagate_forward_time: 286.9908752441, propagate_backward_time: 456.7259826660, weight_update_time: 0.8633885384, other_time: 9.2977294922
epoch time: 60.0516128540s, input_fired_time: 1.1117025614, output_fired_time: 0.0000000000, propagate_forward_time: 57.3071250916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6327857971
validation[          , genome 13369] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       383.09995, best error:       364.26575 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 771.9550781250s, input_fired_time: 8.9152355194, output_fired_time: 9.0498867035, propagate_forward_time: 287.5431823730, propagate_backward_time: 457.1275634766, weight_update_time: 0.8603326678, other_time: 9.3192443848
epoch time: 60.9755706787s, input_fired_time: 1.1193798780, output_fired_time: 0.0000000000, propagate_forward_time: 58.1968994141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6592903137
validation[          , genome 13369] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       379.80457, best error:       364.26575 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 774.1932983398s, input_fired_time: 8.9193296432, output_fired_time: 9.0639963150, propagate_forward_time: 288.2390747070, propagate_backward_time: 458.6296081543, weight_update_time: 0.8680007458, other_time: 9.3412780762
epoch time: 60.7455520630s, input_fired_time: 1.1087858677, output_fired_time: 0.0000000000, propagate_forward_time: 58.0033264160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6334381104
validation[          , genome 13369] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       400.24426, best error:       364.26575 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 772.5582275391s, input_fired_time: 8.9288749695, output_fired_time: 9.0374336243, propagate_forward_time: 287.6116027832, propagate_backward_time: 457.6524047852, weight_update_time: 0.8586209416, other_time: 9.3279113770
epoch time: 60.3470726013s, input_fired_time: 1.1115010977, output_fired_time: 0.0000000000, propagate_forward_time: 57.6133308411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6222419739
validation[          , genome 13369] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       359.91119, best error:       359.91119 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 774.8766479492s, input_fired_time: 8.9592370987, output_fired_time: 9.1026487350, propagate_forward_time: 289.1795043945, propagate_backward_time: 458.3225708008, weight_update_time: 0.8633017540, other_time: 9.3126831055
epoch time: 60.4662628174s, input_fired_time: 1.1164394617, output_fired_time: 0.0000000000, propagate_forward_time: 57.7167587280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6330642700
validation[          , genome 13369] predictions:    9882/  10000 (98.82%), best:    9891/10000 (98.91%), error:       384.25500, best error:       359.91119 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 773.5565795898s, input_fired_time: 8.9509258270, output_fired_time: 9.0487613678, propagate_forward_time: 287.8499450684, propagate_backward_time: 458.4212646484, weight_update_time: 0.8687154651, other_time: 9.2856750488
epoch time: 60.3949356079s, input_fired_time: 1.1114766598, output_fired_time: 0.0000000000, propagate_forward_time: 57.6421928406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6412658691
validation[          , genome 13369] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       374.06598, best error:       359.91119 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 773.0971679688s, input_fired_time: 8.9272937775, output_fired_time: 9.0578222275, propagate_forward_time: 288.2205200195, propagate_backward_time: 457.5736083984, weight_update_time: 0.8607577085, other_time: 9.3179321289
epoch time: 60.3129959106s, input_fired_time: 1.1174418926, output_fired_time: 0.0000000000, propagate_forward_time: 57.5494804382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6460723877
validation[          , genome 13369] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       360.98654, best error:       359.91119 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 773.3850708008s, input_fired_time: 8.9431648254, output_fired_time: 9.0820693970, propagate_forward_time: 288.5234680176, propagate_backward_time: 457.5655822754, weight_update_time: 0.8552988172, other_time: 9.2707519531
epoch time: 60.3650627136s, input_fired_time: 1.1096984148, output_fired_time: 0.0000000000, propagate_forward_time: 57.6194763184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6358871460
validation[          , genome 13369] predictions:    9894/  10000 (98.94%), best:    9891/10000 (98.91%), error:       362.76309, best error:       359.91119 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 774.8088378906s, input_fired_time: 8.9460115433, output_fired_time: 9.1141548157, propagate_forward_time: 288.6935729980, propagate_backward_time: 458.7459411621, weight_update_time: 0.8611953259, other_time: 9.3092041016
epoch time: 60.3661956787s, input_fired_time: 1.1103165150, output_fired_time: 0.0000000000, propagate_forward_time: 57.6280708313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6278076172
validation[          , genome 13369] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       353.60175, best error:       353.60175 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 774.6990966797s, input_fired_time: 8.9165697098, output_fired_time: 9.0867319107, propagate_forward_time: 288.2331848145, propagate_backward_time: 459.1806640625, weight_update_time: 0.8584427834, other_time: 9.2819519043
epoch time: 59.8200988770s, input_fired_time: 1.1093659401, output_fired_time: 0.0000000000, propagate_forward_time: 57.0752754211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6354560852
validation[          , genome 13369] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       366.83029, best error:       353.60175 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 774.0327758789s, input_fired_time: 8.9366817474, output_fired_time: 9.0644483566, propagate_forward_time: 288.1891784668, propagate_backward_time: 458.5129394531, weight_update_time: 0.8662025928, other_time: 9.3294982910
epoch time: 60.4140167236s, input_fired_time: 1.1070275307, output_fired_time: 0.0000000000, propagate_forward_time: 57.6723670959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6346206665
validation[          , genome 13369] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       390.91171, best error:       353.60175 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 774.8535766602s, input_fired_time: 8.9444036484, output_fired_time: 9.0689029694, propagate_forward_time: 288.4455566406, propagate_backward_time: 459.0492553711, weight_update_time: 0.8569834828, other_time: 9.3454589844
epoch time: 61.0454559326s, input_fired_time: 1.1188733578, output_fired_time: 0.0000000000, propagate_forward_time: 58.2909622192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6356201172
validation[          , genome 13369] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       353.49326, best error:       353.49326 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 770.9014892578s, input_fired_time: 8.9099349976, output_fired_time: 9.0183906555, propagate_forward_time: 286.5534362793, propagate_backward_time: 457.0749206543, weight_update_time: 0.8622308969, other_time: 9.3448486328
epoch time: 59.7061653137s, input_fired_time: 1.0980658531, output_fired_time: 0.0000000000, propagate_forward_time: 56.9784240723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6296768188
validation[          , genome 13369] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       349.71753, best error:       349.71753 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 775.9855346680s, input_fired_time: 8.9466962814, output_fired_time: 9.0857400894, propagate_forward_time: 289.1737060547, propagate_backward_time: 459.4557495117, weight_update_time: 0.8656800389, other_time: 9.3236083984
epoch time: 60.4601325989s, input_fired_time: 1.1166882515, output_fired_time: 0.0000000000, propagate_forward_time: 57.6887054443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6547393799
validation[          , genome 13369] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       341.51749, best error:       341.51749 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 774.4536743164s, input_fired_time: 8.9565753937, output_fired_time: 9.0763664246, propagate_forward_time: 288.4775085449, propagate_backward_time: 458.6062622070, weight_update_time: 0.8601663709, other_time: 9.3369445801
epoch time: 60.1766548157s, input_fired_time: 1.1117265224, output_fired_time: 0.0000000000, propagate_forward_time: 57.4359970093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6289329529
validation[          , genome 13369] predictions:    9877/  10000 (98.77%), best:    9896/10000 (98.96%), error:       408.79199, best error:       341.51749 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 771.5078125000s, input_fired_time: 8.9499044418, output_fired_time: 9.0469856262, propagate_forward_time: 287.2583312988, propagate_backward_time: 456.8920288086, weight_update_time: 0.8610032201, other_time: 9.3605651855
epoch time: 60.5924720764s, input_fired_time: 1.1161845922, output_fired_time: 0.0000000000, propagate_forward_time: 57.8205947876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6556930542
validation[          , genome 13369] predictions:    9904/  10000 (99.04%), best:    9896/10000 (98.96%), error:       345.04462, best error:       341.51749 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 774.1135253906s, input_fired_time: 8.9435663223, output_fired_time: 9.0926761627, propagate_forward_time: 288.1676330566, propagate_backward_time: 458.5917663574, weight_update_time: 0.8556382060, other_time: 9.3179321289
epoch time: 60.8409881592s, input_fired_time: 1.1182967424, output_fired_time: 0.0000000000, propagate_forward_time: 58.0809211731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6417694092
validation[          , genome 13369] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       357.46924, best error:       341.51749 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 773.8238525391s, input_fired_time: 8.9643898010, output_fired_time: 9.0908870697, propagate_forward_time: 288.6690673828, propagate_backward_time: 457.7540893555, weight_update_time: 0.8578727245, other_time: 9.3453979492
epoch time: 60.4212951660s, input_fired_time: 1.1146764755, output_fired_time: 0.0000000000, propagate_forward_time: 57.6658897400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6407279968
validation[          , genome 13369] predictions:    9898/  10000 (98.98%), best:    9896/10000 (98.96%), error:       353.21170, best error:       341.51749 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 774.1768798828s, input_fired_time: 8.9538507462, output_fired_time: 9.0869245529, propagate_forward_time: 288.3840026855, propagate_backward_time: 458.3691101074, weight_update_time: 0.8625622392, other_time: 9.3829956055
epoch time: 60.1981582642s, input_fired_time: 1.1135998964, output_fired_time: 0.0000000000, propagate_forward_time: 57.4328002930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6517562866
validation[          , genome 13369] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       336.75558, best error:       336.75558 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 774.9470214844s, input_fired_time: 8.9743833542, output_fired_time: 9.0765123367, propagate_forward_time: 288.7944946289, propagate_backward_time: 458.7697753906, weight_update_time: 0.8613945842, other_time: 9.3318481445
epoch time: 60.4319152832s, input_fired_time: 1.1194573641, output_fired_time: 0.0000000000, propagate_forward_time: 57.6788520813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6336059570
validation[          , genome 13369] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       350.26547, best error:       336.75558 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 772.0068359375s, input_fired_time: 8.9337015152, output_fired_time: 9.0543918610, propagate_forward_time: 287.9410705566, propagate_backward_time: 456.7578430176, weight_update_time: 0.8610347509, other_time: 9.3198242188
epoch time: 61.2667770386s, input_fired_time: 1.1165330410, output_fired_time: 0.0000000000, propagate_forward_time: 58.5066680908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6435775757
validation[          , genome 13369] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       330.84161, best error:       330.84161 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 772.2495727539s, input_fired_time: 8.9414043427, output_fired_time: 9.0232887268, propagate_forward_time: 287.8633117676, propagate_backward_time: 457.0754394531, weight_update_time: 0.8647007942, other_time: 9.3460998535
epoch time: 60.3170814514s, input_fired_time: 1.1214295626, output_fired_time: 0.0000000000, propagate_forward_time: 57.5494003296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6462516785
validation[          , genome 13369] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       339.95349, best error:       330.84161 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 773.6436767578s, input_fired_time: 8.9468088150, output_fired_time: 9.0507926941, propagate_forward_time: 288.0849609375, propagate_backward_time: 458.2476806641, weight_update_time: 0.8628457785, other_time: 9.3134155273
epoch time: 59.6486129761s, input_fired_time: 1.1081659794, output_fired_time: 0.0000000000, propagate_forward_time: 56.8819122314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6585350037
validation[          , genome 13369] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       351.19977, best error:       330.84161 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 774.6930541992s, input_fired_time: 8.9520616531, output_fired_time: 9.0506200790, propagate_forward_time: 288.3506164551, propagate_backward_time: 458.9303283691, weight_update_time: 0.8642269373, other_time: 9.4094238281
epoch time: 60.9404296875s, input_fired_time: 1.1254184246, output_fired_time: 0.0000000000, propagate_forward_time: 58.1887588501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262512207
validation[          , genome 13369] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       363.61557, best error:       330.84161 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 773.1742553711s, input_fired_time: 8.9691543579, output_fired_time: 9.0404243469, propagate_forward_time: 288.3200683594, propagate_backward_time: 457.4524536133, weight_update_time: 0.8636840582, other_time: 9.3921508789
epoch time: 60.4282722473s, input_fired_time: 1.1149797440, output_fired_time: 0.0000000000, propagate_forward_time: 57.6735839844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6397094727
validation[          , genome 13369] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       358.38452, best error:       330.84161 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 772.7075195313s, input_fired_time: 8.9667758942, output_fired_time: 9.0313425064, propagate_forward_time: 287.5587768555, propagate_backward_time: 457.7799377441, weight_update_time: 0.8574035168, other_time: 9.3706359863
epoch time: 60.2788658142s, input_fired_time: 1.1281210184, output_fired_time: 0.0000000000, propagate_forward_time: 57.4786376953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6721076965
validation[          , genome 13369] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       325.99890, best error:       325.99890 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 771.9315185547s, input_fired_time: 8.9583292007, output_fired_time: 9.0630264282, propagate_forward_time: 287.7342834473, propagate_backward_time: 456.8370666504, weight_update_time: 0.8595781922, other_time: 9.3388061523
epoch time: 60.6251296997s, input_fired_time: 1.1174458265, output_fired_time: 0.0000000000, propagate_forward_time: 57.8654594421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6422233582
validation[          , genome 13369] predictions:    9909/  10000 (99.09%), best:    9908/10000 (99.08%), error:       347.26974, best error:       325.99890 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 773.3072509766s, input_fired_time: 8.9533452988, output_fired_time: 9.0562372208, propagate_forward_time: 288.0099487305, propagate_backward_time: 457.9245605469, weight_update_time: 0.8581116796, other_time: 9.3631591797
epoch time: 60.0674705505s, input_fired_time: 1.1146655083, output_fired_time: 0.0000000000, propagate_forward_time: 57.3134880066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6393165588
validation[          , genome 13369] predictions:    9899/  10000 (98.99%), best:    9908/10000 (99.08%), error:       340.32755, best error:       325.99890 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 772.1373901367s, input_fired_time: 8.9560394287, output_fired_time: 9.0873432159, propagate_forward_time: 287.3368530273, propagate_backward_time: 457.3591308594, weight_update_time: 0.8651291132, other_time: 9.3980102539
epoch time: 60.5708618164s, input_fired_time: 1.1253553629, output_fired_time: 0.0000000000, propagate_forward_time: 57.7756767273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6698303223
validation[          , genome 13369] predictions:    9872/  10000 (98.72%), best:    9908/10000 (99.08%), error:       410.44626, best error:       325.99890 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 776.7623291016s, input_fired_time: 9.0144252777, output_fired_time: 9.1140918732, propagate_forward_time: 289.8661193848, propagate_backward_time: 459.4435119629, weight_update_time: 0.8567879200, other_time: 9.3242187500
epoch time: 60.5458412170s, input_fired_time: 1.1137716770, output_fired_time: 0.0000000000, propagate_forward_time: 57.7757034302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6563644409
validation[          , genome 13369] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       339.66495, best error:       325.99890 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 772.7614135742s, input_fired_time: 8.9759950638, output_fired_time: 9.0775165558, propagate_forward_time: 287.6407775879, propagate_backward_time: 457.6886901855, weight_update_time: 0.8624366522, other_time: 9.3784179688
epoch time: 60.6779708862s, input_fired_time: 1.1220893860, output_fired_time: 0.0000000000, propagate_forward_time: 57.9086799622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6472015381
validation[          , genome 13369] predictions:    9897/  10000 (98.97%), best:    9908/10000 (99.08%), error:       345.70996, best error:       325.99890 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 775.7493286133s, input_fired_time: 8.9783821106, output_fired_time: 9.0753297806, propagate_forward_time: 289.4687500000, propagate_backward_time: 458.8813781738, weight_update_time: 0.8619579673, other_time: 9.3454895020
epoch time: 60.1421012878s, input_fired_time: 1.1177244186, output_fired_time: 0.0000000000, propagate_forward_time: 57.3616905212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6626853943
validation[          , genome 13369] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       328.94684, best error:       325.99890 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 774.6998901367s, input_fired_time: 8.9815111160, output_fired_time: 9.0894117355, propagate_forward_time: 288.5327148438, propagate_backward_time: 458.7354431152, weight_update_time: 0.8646759391, other_time: 9.3608093262
epoch time: 60.5148162842s, input_fired_time: 1.1155557632, output_fired_time: 0.0000000000, propagate_forward_time: 57.7610054016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6382560730
validation[          , genome 13369] predictions:    9895/  10000 (98.95%), best:    9908/10000 (99.08%), error:       340.79706, best error:       325.99890 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 772.0430908203s, input_fired_time: 8.9573049545, output_fired_time: 9.0434865952, propagate_forward_time: 287.4880981445, propagate_backward_time: 457.1648864746, weight_update_time: 0.8636265993, other_time: 9.3893737793
epoch time: 60.4060211182s, input_fired_time: 1.1147402525, output_fired_time: 0.0000000000, propagate_forward_time: 57.6573295593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6339530945
validation[          , genome 13369] predictions:    9891/  10000 (98.91%), best:    9908/10000 (99.08%), error:       368.17151, best error:       325.99890 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 769.8439941406s, input_fired_time: 8.9419746399, output_fired_time: 9.0096950531, propagate_forward_time: 286.8915100098, propagate_backward_time: 455.6762390137, weight_update_time: 0.8521131873, other_time: 9.3245849609
epoch time: 60.0046119690s, input_fired_time: 1.1174349785, output_fired_time: 0.0000000000, propagate_forward_time: 57.2532539368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6339225769
validation[          , genome 13369] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       336.36752, best error:       325.99890 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 770.5290527344s, input_fired_time: 8.9383296967, output_fired_time: 9.0232229233, propagate_forward_time: 287.0691833496, propagate_backward_time: 456.1690979004, weight_update_time: 0.8533098698, other_time: 9.3292236328
epoch time: 59.9723854065s, input_fired_time: 1.1120440960, output_fired_time: 0.0000000000, propagate_forward_time: 57.2122764587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6480636597
validation[          , genome 13369] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       336.89362, best error:       325.99890 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 770.2272949219s, input_fired_time: 8.9458246231, output_fired_time: 9.0230045319, propagate_forward_time: 287.5029907227, propagate_backward_time: 455.4350280762, weight_update_time: 0.8578134775, other_time: 9.3204650879
epoch time: 60.3763504028s, input_fired_time: 1.1164736748, output_fired_time: 0.0000000000, propagate_forward_time: 57.6277198792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6321563721
validation[          , genome 13369] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       335.06262, best error:       325.99890 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 767.5597534180s, input_fired_time: 8.9045143127, output_fired_time: 9.0079622269, propagate_forward_time: 285.6570129395, propagate_backward_time: 454.6658325195, weight_update_time: 0.8530506492, other_time: 9.3244323730
epoch time: 60.1737365723s, input_fired_time: 1.1221960783, output_fired_time: 0.0000000000, propagate_forward_time: 57.4119873047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6395530701
validation[          , genome 13369] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       337.78442, best error:       325.99890 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 767.6715698242s, input_fired_time: 8.9289197922, output_fired_time: 8.9957084656, propagate_forward_time: 285.8954772949, propagate_backward_time: 454.5254821777, weight_update_time: 0.8619267344, other_time: 9.3259887695
epoch time: 59.8973426819s, input_fired_time: 1.1128425598, output_fired_time: 0.0000000000, propagate_forward_time: 57.1251373291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6593627930
validation[          , genome 13369] predictions:    9907/  10000 (99.07%), best:    9908/10000 (99.08%), error:       328.66208, best error:       325.99890 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 767.8233642578s, input_fired_time: 8.9229478836, output_fired_time: 8.9938182831, propagate_forward_time: 286.5184326172, propagate_backward_time: 454.1274719238, weight_update_time: 0.8571920395, other_time: 9.2606506348
epoch time: 60.0622634888s, input_fired_time: 1.1094920635, output_fired_time: 0.0000000000, propagate_forward_time: 57.3357315063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6170387268
validation[          , genome 13369] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       326.51273, best error:       325.99890 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 767.9207763672s, input_fired_time: 8.8921918869, output_fired_time: 8.9914312363, propagate_forward_time: 286.0137023926, propagate_backward_time: 454.7291564941, weight_update_time: 0.8585543036, other_time: 9.2942504883
epoch time: 59.5548133850s, input_fired_time: 1.1062262058, output_fired_time: 0.0000000000, propagate_forward_time: 56.8262939453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6222915649
validation[          , genome 13369] predictions:    9907/  10000 (99.07%), best:    9908/10000 (99.08%), error:       341.45490, best error:       325.99890 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 765.8911132813s, input_fired_time: 8.8897447586, output_fired_time: 8.9550542831, propagate_forward_time: 285.7031860352, propagate_backward_time: 453.0574951172, weight_update_time: 0.8521715999, other_time: 9.2855834961
epoch time: 59.4657783508s, input_fired_time: 1.1106632948, output_fired_time: 0.0000000000, propagate_forward_time: 56.7094993591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6456146240
validation[          , genome 13369] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       327.57245, best error:       325.99890 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 768.5300292969s, input_fired_time: 8.9145355225, output_fired_time: 9.0325069427, propagate_forward_time: 286.5766601563, propagate_backward_time: 454.7391967773, weight_update_time: 0.8596550822, other_time: 9.2670898438
epoch time: 59.7223854065s, input_fired_time: 1.1136437654, output_fired_time: 0.0000000000, propagate_forward_time: 56.9876327515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6211090088
validation[          , genome 13369] predictions:    9894/  10000 (98.94%), best:    9908/10000 (99.08%), error:       339.68597, best error:       325.99890 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 766.0761718750s, input_fired_time: 8.8832483292, output_fired_time: 8.9896545410, propagate_forward_time: 285.3129577637, propagate_backward_time: 453.5986328125, weight_update_time: 0.8520052433, other_time: 9.2916564941
epoch time: 59.6440048218s, input_fired_time: 1.1100510359, output_fired_time: 0.0000000000, propagate_forward_time: 56.9170036316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6169509888
validation[          , genome 13369] predictions:    9897/  10000 (98.97%), best:    9908/10000 (99.08%), error:       344.66751, best error:       325.99890 on epoch:    82, 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: 299.7657775879s, input_fired_time: 5.5668344498, output_fired_time: 0.0000000000, propagate_forward_time: 285.9382324219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2607116699
best training[          , genome 13369] predictions:   49999/  50000 (100.00%), best:    9908/10000 (99.08%), error:       144.06638, best error:       325.99890 on epoch:    82, 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: 60.0848731995s, input_fired_time: 1.1028612852, output_fired_time: 0.0000000000, propagate_forward_time: 57.3669700623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6150436401
   testing[          , genome 13369] predictions:    9909/  10000 (99.09%), best:    9908/10000 (99.08%), error:       281.17816, best error:       325.99890 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:43:42 (4424): called boinc_finish(0)

</stderr_txt>
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