Nameexact_genome_1509103842_24_17804_0
Workunit2279413
Created29 Oct 2017, 16:18:48 UTC
Sent29 Oct 2017, 16:45:20 UTC
Report deadline17 Dec 2017, 7:07:44 UTC
Received30 Oct 2017, 16:42:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time23 hours 46 min 22 sec
CPU time21 hours 39 min 14 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size171.97 MB
Peak swap size176.76 MB
Peak disk usage6.52 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
time: 5.5274419785, propagate_forward_time: 168.1412963867, propagate_backward_time: 287.8961486816, weight_update_time: 0.5623064637, other_time: 7.3884887695
epoch time: 35.4607200623s, input_fired_time: 0.7982597947, output_fired_time: 0.0000000000, propagate_forward_time: 33.3540954590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3083648682
validation[          , genome 17804] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       444.22720, best error:       444.22720 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 561.9828491211s, input_fired_time: 8.0356979370, output_fired_time: 6.6023449898, propagate_forward_time: 202.4451293945, propagate_backward_time: 336.6315612793, weight_update_time: 0.6091484427, other_time: 8.2680969238
epoch time: 51.1436462402s, input_fired_time: 1.2776739597, output_fired_time: 0.0000000000, propagate_forward_time: 48.4749183655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3910522461
validation[          , genome 17804] predictions:    9846/  10000 (98.46%), best:    9856/10000 (98.56%), error:       478.08060, best error:       444.22720 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 731.6741333008s, input_fired_time: 9.5777921677, output_fired_time: 8.4668960571, propagate_forward_time: 264.2510375977, propagate_backward_time: 438.6287841797, weight_update_time: 1.2440376282, other_time: 10.7495727539
epoch time: 65.7922668457s, input_fired_time: 2.4490158558, output_fired_time: 0.0000000000, propagate_forward_time: 60.7767219543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5665283203
validation[          , genome 17804] predictions:    9859/  10000 (98.59%), best:    9856/10000 (98.56%), error:       464.11557, best error:       444.22720 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 679.5755004883s, input_fired_time: 8.5929183960, output_fired_time: 7.4924135208, propagate_forward_time: 250.0662689209, propagate_backward_time: 404.6758422852, weight_update_time: 0.6980637908, other_time: 8.7480468750
epoch time: 51.3932838440s, input_fired_time: 1.0130890608, output_fired_time: 0.0000000000, propagate_forward_time: 48.8498039246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5303916931
validation[          , genome 17804] predictions:    9787/  10000 (97.87%), best:    9856/10000 (98.56%), error:       672.18915, best error:       444.22720 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 669.5999755859s, input_fired_time: 8.5871305466, output_fired_time: 7.4638895988, propagate_forward_time: 246.1599578857, propagate_backward_time: 398.6711730957, weight_update_time: 0.6961750984, other_time: 8.7178039551
epoch time: 52.0203247070s, input_fired_time: 1.0314325094, output_fired_time: 0.0000000000, propagate_forward_time: 49.4301567078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5587348938
validation[          , genome 17804] predictions:    9820/  10000 (98.20%), best:    9856/10000 (98.56%), error:       541.41144, best error:       444.22720 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 826.2178344727s, input_fired_time: 10.2080211639, output_fired_time: 9.0494527817, propagate_forward_time: 307.5526733398, propagate_backward_time: 488.7273254395, weight_update_time: 0.7295426130, other_time: 10.6803894043
epoch time: 77.0244445801s, input_fired_time: 2.1811671257, output_fired_time: 0.0000000000, propagate_forward_time: 72.9374008179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9058761597
validation[          , genome 17804] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       391.94986, best error:       391.94986 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 917.1057739258s, input_fired_time: 10.5391464233, output_fired_time: 10.9085302353, propagate_forward_time: 334.4433898926, propagate_backward_time: 550.7412719727, weight_update_time: 0.7659397721, other_time: 10.4734497070
epoch time: 54.2252655029s, input_fired_time: 1.0624554157, output_fired_time: 0.0000000000, propagate_forward_time: 51.6024703979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5603408813
validation[          , genome 17804] predictions:    9817/  10000 (98.17%), best:    9884/10000 (98.84%), error:       512.48212, best error:       391.94986 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 710.7371826172s, input_fired_time: 8.8950595856, output_fired_time: 7.8182587624, propagate_forward_time: 263.0411376953, propagate_backward_time: 421.9170837402, weight_update_time: 0.7265558243, other_time: 9.0656433105
epoch time: 56.8083610535s, input_fired_time: 1.0949059725, output_fired_time: 0.0000000000, propagate_forward_time: 54.0794677734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6339874268
validation[          , genome 17804] predictions:    9856/  10000 (98.56%), best:    9884/10000 (98.84%), error:       490.17715, best error:       391.94986 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 724.3458862305s, input_fired_time: 9.0086421967, output_fired_time: 7.9732980728, propagate_forward_time: 268.8715515137, propagate_backward_time: 429.2617187500, weight_update_time: 0.7320831418, other_time: 9.2306213379
epoch time: 56.7458610535s, input_fired_time: 1.0946916342, output_fired_time: 0.0000000000, propagate_forward_time: 54.0010337830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6501350403
validation[          , genome 17804] predictions:    9857/  10000 (98.57%), best:    9884/10000 (98.84%), error:       464.77701, best error:       391.94986 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 730.6882934570s, input_fired_time: 9.0755329132, output_fired_time: 8.0920543671, propagate_forward_time: 271.7785339355, propagate_backward_time: 432.4671020508, weight_update_time: 0.7362636328, other_time: 9.2750549316
epoch time: 56.8377304077s, input_fired_time: 1.1000485420, output_fired_time: 0.0000000000, propagate_forward_time: 54.0889015198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6487808228
validation[          , genome 17804] predictions:    9867/  10000 (98.67%), best:    9884/10000 (98.84%), error:       405.09924, best error:       391.94986 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 731.7098388672s, input_fired_time: 9.0992012024, output_fired_time: 8.0726213455, propagate_forward_time: 272.5155029297, propagate_backward_time: 432.7446594238, weight_update_time: 0.7399665117, other_time: 9.2778625488
epoch time: 57.1228179932s, input_fired_time: 1.1075637341, output_fired_time: 0.0000000000, propagate_forward_time: 54.3514060974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6638488770
validation[          , genome 17804] predictions:    9877/  10000 (98.77%), best:    9884/10000 (98.84%), error:       420.72482, best error:       391.94986 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 900.5018310547s, input_fired_time: 10.5163812637, output_fired_time: 10.6819868088, propagate_forward_time: 335.8166809082, propagate_backward_time: 532.2369995117, weight_update_time: 0.7758516669, other_time: 11.2498168945
epoch time: 86.8028106689s, input_fired_time: 1.6999820471, output_fired_time: 0.0000000000, propagate_forward_time: 83.0481338501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0546951294
validation[          , genome 17804] predictions:    9852/  10000 (98.52%), best:    9884/10000 (98.84%), error:       471.09091, best error:       391.94986 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1083.6845703125s, input_fired_time: 13.6250228882, output_fired_time: 11.3467330933, propagate_forward_time: 410.8632812500, propagate_backward_time: 635.7803955078, weight_update_time: 1.0741688013, other_time: 12.0692138672
epoch time: 57.5925674438s, input_fired_time: 1.1106134653, output_fired_time: 0.0000000000, propagate_forward_time: 54.8458747864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6360778809
validation[          , genome 17804] predictions:    9857/  10000 (98.57%), best:    9884/10000 (98.84%), error:       451.81772, best error:       391.94986 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 731.5010375977s, input_fired_time: 9.0628395081, output_fired_time: 8.0803709030, propagate_forward_time: 271.7378845215, propagate_backward_time: 433.4612121582, weight_update_time: 0.7392361164, other_time: 9.1586914063
epoch time: 56.8816032410s, input_fired_time: 1.1018221378, output_fired_time: 0.0000000000, propagate_forward_time: 54.1516876221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6280937195
validation[          , genome 17804] predictions:    9845/  10000 (98.45%), best:    9884/10000 (98.84%), error:       480.06647, best error:       391.94986 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 733.9727172852s, input_fired_time: 9.1044492722, output_fired_time: 8.1547822952, propagate_forward_time: 272.5526733398, propagate_backward_time: 435.0145568848, weight_update_time: 0.7385125160, other_time: 9.1462707520
epoch time: 56.4506645203s, input_fired_time: 1.0986549854, output_fired_time: 0.0000000000, propagate_forward_time: 53.7233963013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6286125183
validation[          , genome 17804] predictions:    9870/  10000 (98.70%), best:    9884/10000 (98.84%), error:       424.59802, best error:       391.94986 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 723.3413696289s, input_fired_time: 9.0074090958, output_fired_time: 8.0091552734, propagate_forward_time: 267.9010925293, propagate_backward_time: 429.3141479492, weight_update_time: 0.7338733673, other_time: 9.1095886230
epoch time: 55.7026824951s, input_fired_time: 1.0874454975, output_fired_time: 0.0000000000, propagate_forward_time: 53.0072593689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6079788208
validation[          , genome 17804] predictions:    9867/  10000 (98.67%), best:    9884/10000 (98.84%), error:       420.27234, best error:       391.94986 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 716.1511230469s, input_fired_time: 8.9735116959, output_fired_time: 7.9311079979, propagate_forward_time: 265.5417785645, propagate_backward_time: 424.6327514648, weight_update_time: 0.7283205986, other_time: 9.0719909668
epoch time: 54.6811256409s, input_fired_time: 1.0779176950, output_fired_time: 0.0000000000, propagate_forward_time: 52.0168495178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5863571167
validation[          , genome 17804] predictions:    9858/  10000 (98.58%), best:    9884/10000 (98.84%), error:       431.26971, best error:       391.94986 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 698.0437622070s, input_fired_time: 8.8120746613, output_fired_time: 7.7478542328, propagate_forward_time: 256.6343078613, propagate_backward_time: 415.8763732910, weight_update_time: 0.7168337703, other_time: 8.9731445313
epoch time: 56.0975570679s, input_fired_time: 1.0972893238, output_fired_time: 0.0000000000, propagate_forward_time: 53.4050178528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5952491760
validation[          , genome 17804] predictions:    9875/  10000 (98.75%), best:    9884/10000 (98.84%), error:       404.59705, best error:       391.94986 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 686.8770751953s, input_fired_time: 8.7806777954, output_fired_time: 7.6522011757, propagate_forward_time: 254.1748352051, propagate_backward_time: 407.4007873535, weight_update_time: 0.7061883807, other_time: 8.8685302734
epoch time: 54.4927597046s, input_fired_time: 1.0769516230, output_fired_time: 0.0000000000, propagate_forward_time: 51.8163261414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5994834900
validation[          , genome 17804] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       365.87430, best error:       365.87430 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 686.3021240234s, input_fired_time: 8.7781982422, output_fired_time: 7.6367306709, propagate_forward_time: 253.1389617920, propagate_backward_time: 407.8744812012, weight_update_time: 0.7079076767, other_time: 8.8737487793
epoch time: 54.8259696960s, input_fired_time: 1.0754933357, output_fired_time: 0.0000000000, propagate_forward_time: 52.1514511108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5990257263
validation[          , genome 17804] predictions:    9879/  10000 (98.79%), best:    9885/10000 (98.85%), error:       389.15936, best error:       365.87430 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 685.2463378906s, input_fired_time: 8.7653284073, output_fired_time: 7.5828137398, propagate_forward_time: 252.8509979248, propagate_backward_time: 407.2415161133, weight_update_time: 0.7015236020, other_time: 8.8056640625
epoch time: 52.4838600159s, input_fired_time: 1.0458294153, output_fired_time: 0.0000000000, propagate_forward_time: 49.8907546997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5472755432
validation[          , genome 17804] predictions:    9883/  10000 (98.83%), best:    9885/10000 (98.85%), error:       371.29526, best error:       365.87430 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 682.1616821289s, input_fired_time: 8.7420797348, output_fired_time: 7.5734553337, propagate_forward_time: 252.7367248535, propagate_backward_time: 404.2810668945, weight_update_time: 0.7045947313, other_time: 8.8283996582
epoch time: 51.1079864502s, input_fired_time: 1.0234466791, output_fired_time: 0.0000000000, propagate_forward_time: 48.5548019409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5297393799
validation[          , genome 17804] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       362.03571, best error:       362.03571 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 677.3180541992s, input_fired_time: 8.7250003815, output_fired_time: 7.5577282906, propagate_forward_time: 251.0987701416, propagate_backward_time: 401.1507263184, weight_update_time: 0.6993315816, other_time: 8.7858581543
epoch time: 51.6444282532s, input_fired_time: 1.0397633314, output_fired_time: 0.0000000000, propagate_forward_time: 49.0553131104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5493507385
validation[          , genome 17804] predictions:    9861/  10000 (98.61%), best:    9881/10000 (98.81%), error:       424.90512, best error:       362.03571 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 677.9120483398s, input_fired_time: 8.7102689743, output_fired_time: 7.5183267593, propagate_forward_time: 249.6059265137, propagate_backward_time: 403.3036499023, weight_update_time: 0.6988037229, other_time: 8.7738952637
epoch time: 51.9927215576s, input_fired_time: 1.0459359884, output_fired_time: 0.0000000000, propagate_forward_time: 49.3787918091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5679931641
validation[          , genome 17804] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       391.25284, best error:       362.03571 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 678.4144897461s, input_fired_time: 8.7239494324, output_fired_time: 7.5716190338, propagate_forward_time: 249.8196105957, propagate_backward_time: 403.4496765137, weight_update_time: 0.7044794559, other_time: 8.8496704102
epoch time: 51.5622177124s, input_fired_time: 1.0374102592, output_fired_time: 0.0000000000, propagate_forward_time: 48.9687767029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5560302734
validation[          , genome 17804] predictions:    9857/  10000 (98.57%), best:    9881/10000 (98.81%), error:       426.56461, best error:       362.03571 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 684.2822875977s, input_fired_time: 8.7701683044, output_fired_time: 7.6456298828, propagate_forward_time: 252.4518585205, propagate_backward_time: 406.6359863281, weight_update_time: 0.6995533109, other_time: 8.7786865234
epoch time: 53.1727561951s, input_fired_time: 1.0570905209, output_fired_time: 0.0000000000, propagate_forward_time: 50.5331802368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5824851990
validation[          , genome 17804] predictions:    9864/  10000 (98.64%), best:    9881/10000 (98.81%), error:       403.83749, best error:       362.03571 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 681.3715820313s, input_fired_time: 8.7827987671, output_fired_time: 7.6263704300, propagate_forward_time: 252.4878845215, propagate_backward_time: 403.7115478516, weight_update_time: 0.6975505948, other_time: 8.7630310059
epoch time: 53.7398986816s, input_fired_time: 1.0672154427, output_fired_time: 0.0000000000, propagate_forward_time: 51.0733642578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5993194580
validation[          , genome 17804] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       355.42410, best error:       355.42410 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 683.3997802734s, input_fired_time: 8.7233552933, output_fired_time: 7.5958037376, propagate_forward_time: 249.9573669434, propagate_backward_time: 408.2535095215, weight_update_time: 0.7096350789, other_time: 8.8697509766
epoch time: 52.7489013672s, input_fired_time: 1.0543872118, output_fired_time: 0.0000000000, propagate_forward_time: 50.1122169495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5822982788
validation[          , genome 17804] predictions:    9892/  10000 (98.92%), best:    9882/10000 (98.82%), error:       360.26495, best error:       355.42410 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 686.6633911133s, input_fired_time: 8.7952623367, output_fired_time: 7.6155319214, propagate_forward_time: 253.1484680176, propagate_backward_time: 408.2407226563, weight_update_time: 0.7075021267, other_time: 8.8633728027
epoch time: 53.4930114746s, input_fired_time: 1.0726575851, output_fired_time: 0.0000000000, propagate_forward_time: 50.8301315308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5902214050
validation[          , genome 17804] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       350.60907, best error:       350.60907 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 689.3989868164s, input_fired_time: 8.8523654938, output_fired_time: 7.6571903229, propagate_forward_time: 256.6255187988, propagate_backward_time: 407.3150329590, weight_update_time: 0.7138669491, other_time: 8.9489135742
epoch time: 52.5846214294s, input_fired_time: 1.0553941727, output_fired_time: 0.0000000000, propagate_forward_time: 49.9358024597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5934257507
validation[          , genome 17804] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       344.34644, best error:       344.34644 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 684.5999755859s, input_fired_time: 8.7897739410, output_fired_time: 7.6012220383, propagate_forward_time: 252.9995269775, propagate_backward_time: 406.3937988281, weight_update_time: 0.7033858299, other_time: 8.8156738281
epoch time: 51.9942359924s, input_fired_time: 1.0460151434, output_fired_time: 0.0000000000, propagate_forward_time: 49.4095497131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5386695862
validation[          , genome 17804] predictions:    9878/  10000 (98.78%), best:    9895/10000 (98.95%), error:       388.31253, best error:       344.34644 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 681.4344482422s, input_fired_time: 8.7673597336, output_fired_time: 7.6287031174, propagate_forward_time: 251.4544677734, propagate_backward_time: 404.8213806152, weight_update_time: 0.6965737939, other_time: 8.7625427246
epoch time: 53.3591842651s, input_fired_time: 1.0647245646, output_fired_time: 0.0000000000, propagate_forward_time: 50.7229385376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5715217590
validation[          , genome 17804] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       329.82526, best error:       329.82526 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 681.1908569336s, input_fired_time: 8.7494964600, output_fired_time: 7.6513719559, propagate_forward_time: 250.4275360107, propagate_backward_time: 405.5789489746, weight_update_time: 0.7015693784, other_time: 8.7834777832
epoch time: 53.4288635254s, input_fired_time: 1.0653003454, output_fired_time: 0.0000000000, propagate_forward_time: 50.7838211060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5797424316
validation[          , genome 17804] predictions:    9887/  10000 (98.87%), best:    9906/10000 (99.06%), error:       353.29761, best error:       329.82526 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 684.6125488281s, input_fired_time: 8.8084611893, output_fired_time: 7.6178874969, propagate_forward_time: 253.1101226807, propagate_backward_time: 406.2353820801, weight_update_time: 0.7059163451, other_time: 8.8407287598
epoch time: 53.4643058777s, input_fired_time: 1.0716871023, output_fired_time: 0.0000000000, propagate_forward_time: 50.8166923523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5759277344
validation[          , genome 17804] predictions:    9865/  10000 (98.65%), best:    9906/10000 (99.06%), error:       427.92242, best error:       329.82526 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 690.3251953125s, input_fired_time: 8.8427534103, output_fired_time: 7.7427372932, propagate_forward_time: 254.2212829590, propagate_backward_time: 410.6900939941, weight_update_time: 0.7018486857, other_time: 8.8283081055
epoch time: 52.8347015381s, input_fired_time: 1.0620504618, output_fired_time: 0.0000000000, propagate_forward_time: 50.1958541870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5767974854
validation[          , genome 17804] predictions:    9871/  10000 (98.71%), best:    9906/10000 (99.06%), error:       414.91995, best error:       329.82526 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 701.9395141602s, input_fired_time: 9.0331563950, output_fired_time: 7.7881765366, propagate_forward_time: 259.4665527344, propagate_backward_time: 416.5579528809, weight_update_time: 0.7239054441, other_time: 9.0937194824
epoch time: 53.1408615112s, input_fired_time: 1.0817663670, output_fired_time: 0.0000000000, propagate_forward_time: 50.4448776245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6142158508
validation[          , genome 17804] predictions:    9894/  10000 (98.94%), best:    9906/10000 (99.06%), error:       351.79724, best error:       329.82526 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 701.3092651367s, input_fired_time: 9.0665597916, output_fired_time: 7.9246354103, propagate_forward_time: 259.7542419434, propagate_backward_time: 415.5195007324, weight_update_time: 0.7175255418, other_time: 9.0443115234
epoch time: 52.6364593506s, input_fired_time: 1.0787099600, output_fired_time: 0.0000000000, propagate_forward_time: 49.9775657654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5801849365
validation[          , genome 17804] predictions:    9890/  10000 (98.90%), best:    9906/10000 (99.06%), error:       377.04031, best error:       329.82526 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 699.0551147461s, input_fired_time: 9.0095567703, output_fired_time: 7.8464317322, propagate_forward_time: 258.5924987793, propagate_backward_time: 414.5334777832, weight_update_time: 0.7223267555, other_time: 9.0731201172
epoch time: 54.6879692078s, input_fired_time: 1.0938668251, output_fired_time: 0.0000000000, propagate_forward_time: 51.9673385620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6267623901
validation[          , genome 17804] predictions:    9894/  10000 (98.94%), best:    9906/10000 (99.06%), error:       332.26492, best error:       329.82526 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 695.2657470703s, input_fired_time: 8.9865636826, output_fired_time: 7.8405780792, propagate_forward_time: 257.8538513184, propagate_backward_time: 411.6237487793, weight_update_time: 0.7140033245, other_time: 8.9609985352
epoch time: 54.3941154480s, input_fired_time: 1.1000614166, output_fired_time: 0.0000000000, propagate_forward_time: 51.6550941467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6389579773
validation[          , genome 17804] predictions:    9813/  10000 (98.13%), best:    9906/10000 (99.06%), error:       589.78986, best error:       329.82526 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 708.0390625000s, input_fired_time: 9.0829782486, output_fired_time: 7.9349455833, propagate_forward_time: 261.4967346191, propagate_backward_time: 420.3860778809, weight_update_time: 0.7300046682, other_time: 9.1383056641
epoch time: 55.6686630249s, input_fired_time: 1.1065098047, output_fired_time: 0.0000000000, propagate_forward_time: 52.9247512817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6374015808
validation[          , genome 17804] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       326.96680, best error:       326.96680 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 704.5656127930s, input_fired_time: 8.9652843475, output_fired_time: 7.8179993629, propagate_forward_time: 260.8133544922, propagate_backward_time: 418.0058593750, weight_update_time: 0.7154819369, other_time: 8.9631347656
epoch time: 53.7789611816s, input_fired_time: 1.0790860653, output_fired_time: 0.0000000000, propagate_forward_time: 51.1066818237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5931930542
validation[          , genome 17804] predictions:    9887/  10000 (98.87%), best:    9898/10000 (98.98%), error:       345.30911, best error:       326.96680 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 706.6606445313s, input_fired_time: 8.9612960815, output_fired_time: 7.8866133690, propagate_forward_time: 260.7030944824, propagate_backward_time: 420.1039123535, weight_update_time: 0.7208479643, other_time: 9.0057373047
epoch time: 53.4004135132s, input_fired_time: 1.0770459175, output_fired_time: 0.0000000000, propagate_forward_time: 50.7202644348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6031036377
validation[          , genome 17804] predictions:    9888/  10000 (98.88%), best:    9898/10000 (98.98%), error:       354.90448, best error:       326.96680 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 697.9671630859s, input_fired_time: 8.9031324387, output_fired_time: 7.7556195259, propagate_forward_time: 256.9506835938, propagate_backward_time: 415.4592285156, weight_update_time: 0.7098626494, other_time: 8.8984985352
epoch time: 52.6566314697s, input_fired_time: 1.0638574362, output_fired_time: 0.0000000000, propagate_forward_time: 50.0331687927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5596046448
validation[          , genome 17804] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       361.51743, best error:       326.96680 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 701.9875488281s, input_fired_time: 8.9313573837, output_fired_time: 7.8246350288, propagate_forward_time: 258.7933959961, propagate_backward_time: 417.4380187988, weight_update_time: 0.7230089307, other_time: 9.0001525879
epoch time: 53.6201629639s, input_fired_time: 1.0730382204, output_fired_time: 0.0000000000, propagate_forward_time: 50.9771423340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5699806213
validation[          , genome 17804] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       356.80692, best error:       326.96680 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 694.7211914063s, input_fired_time: 8.8977565765, output_fired_time: 7.7664427757, propagate_forward_time: 256.3382873535, propagate_backward_time: 412.8055114746, weight_update_time: 0.7098365426, other_time: 8.9132080078
epoch time: 54.2280654907s, input_fired_time: 1.0834794044, output_fired_time: 0.0000000000, propagate_forward_time: 51.5380439758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6065406799
validation[          , genome 17804] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       320.92447, best error:       320.92447 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 695.0567016602s, input_fired_time: 8.8950090408, output_fired_time: 7.7127413750, propagate_forward_time: 256.6419372559, propagate_backward_time: 412.9154052734, weight_update_time: 0.7095878124, other_time: 8.8915710449
epoch time: 55.0413551331s, input_fired_time: 1.0947380066, output_fired_time: 0.0000000000, propagate_forward_time: 52.3507270813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5958900452
validation[          , genome 17804] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       344.90067, best error:       320.92447 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 713.7094116211s, input_fired_time: 9.0477352142, output_fired_time: 7.9250845909, propagate_forward_time: 264.6085205078, propagate_backward_time: 423.0546569824, weight_update_time: 0.7259167433, other_time: 9.0733947754
epoch time: 56.2746543884s, input_fired_time: 1.1171010733, output_fired_time: 0.0000000000, propagate_forward_time: 53.5311431885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6264114380
validation[          , genome 17804] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       334.07864, best error:       320.92447 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 716.3090209961s, input_fired_time: 9.0547809601, output_fired_time: 7.9181346893, propagate_forward_time: 265.2426757813, propagate_backward_time: 425.0014648438, weight_update_time: 0.7313712835, other_time: 9.0919189453
epoch time: 55.2820091248s, input_fired_time: 1.0979020596, output_fired_time: 0.0000000000, propagate_forward_time: 52.5649757385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6191329956
validation[          , genome 17804] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       327.12381, best error:       320.92447 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 714.9022216797s, input_fired_time: 9.0434055328, output_fired_time: 7.9156551361, propagate_forward_time: 264.4037475586, propagate_backward_time: 424.4835510254, weight_update_time: 0.7268023491, other_time: 9.0558776855
epoch time: 55.3911972046s, input_fired_time: 1.0971918106, output_fired_time: 0.0000000000, propagate_forward_time: 52.6741447449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6198616028
validation[          , genome 17804] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       345.50662, best error:       320.92447 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 708.3193359375s, input_fired_time: 9.0201816559, output_fired_time: 7.8319001198, propagate_forward_time: 263.0367431641, propagate_backward_time: 419.4251708984, weight_update_time: 0.7201809883, other_time: 9.0053100586
epoch time: 54.6780433655s, input_fired_time: 1.0924386978, output_fired_time: 0.0000000000, propagate_forward_time: 51.9687881470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6168174744
validation[          , genome 17804] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       324.97583, best error:       320.92447 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 711.5823364258s, input_fired_time: 9.0489730835, output_fired_time: 7.8718762398, propagate_forward_time: 264.4282836914, propagate_backward_time: 421.2373352051, weight_update_time: 0.7199691534, other_time: 8.9958801270
epoch time: 55.1789817810s, input_fired_time: 1.0990850925, output_fired_time: 0.0000000000, propagate_forward_time: 52.4781875610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6017074585
validation[          , genome 17804] predictions:    9879/  10000 (98.79%), best:    9897/10000 (98.97%), error:       370.12195, best error:       320.92447 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 722.7111816406s, input_fired_time: 9.1169939041, output_fired_time: 7.9933199883, propagate_forward_time: 267.8930664063, propagate_backward_time: 428.5987243652, weight_update_time: 0.7306008935, other_time: 9.1090393066
epoch time: 56.8531799316s, input_fired_time: 1.1264820099, output_fired_time: 0.0000000000, propagate_forward_time: 54.0884284973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6382713318
validation[          , genome 17804] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       385.43103, best error:       320.92447 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 732.8787231445s, input_fired_time: 9.1828393936, output_fired_time: 8.1395750046, propagate_forward_time: 271.3249816895, propagate_backward_time: 435.0732116699, weight_update_time: 0.7344401479, other_time: 9.1580810547
epoch time: 57.8372497559s, input_fired_time: 1.1387979984, output_fired_time: 0.0000000000, propagate_forward_time: 55.0587959290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6396560669
validation[          , genome 17804] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       379.60446, best error:       320.92447 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 733.4542236328s, input_fired_time: 9.2014245987, output_fired_time: 8.1034278870, propagate_forward_time: 272.2606201172, propagate_backward_time: 434.7314453125, weight_update_time: 0.7393066287, other_time: 9.1572875977
epoch time: 55.7526168823s, input_fired_time: 1.1077368259, output_fired_time: 0.0000000000, propagate_forward_time: 53.0186500549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262283325
validation[          , genome 17804] predictions:    9881/  10000 (98.81%), best:    9897/10000 (98.97%), error:       362.90955, best error:       320.92447 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 721.8937377930s, input_fired_time: 9.1157341003, output_fired_time: 7.9954819679, propagate_forward_time: 267.8981628418, propagate_backward_time: 427.7927551270, weight_update_time: 0.7299780846, other_time: 9.0916137695
epoch time: 57.4404602051s, input_fired_time: 1.1368852854, output_fired_time: 0.0000000000, propagate_forward_time: 54.6730308533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6305427551
validation[          , genome 17804] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       337.65518, best error:       320.92447 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 730.9977416992s, input_fired_time: 9.1929597855, output_fired_time: 8.0724430084, propagate_forward_time: 271.6144104004, propagate_backward_time: 432.9608154297, weight_update_time: 0.7384224534, other_time: 9.1571350098
epoch time: 57.2095336914s, input_fired_time: 1.1323665380, output_fired_time: 0.0000000000, propagate_forward_time: 54.4356803894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6414871216
validation[          , genome 17804] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       335.30283, best error:       320.92447 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 719.6793212891s, input_fired_time: 9.1024141312, output_fired_time: 7.9963307381, propagate_forward_time: 266.6886596680, propagate_backward_time: 426.8394470215, weight_update_time: 0.7276061773, other_time: 9.0524597168
epoch time: 55.8966445923s, input_fired_time: 1.1149358749, output_fired_time: 0.0000000000, propagate_forward_time: 53.1745567322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6071510315
validation[          , genome 17804] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       342.10114, best error:       320.92447 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 720.9935302734s, input_fired_time: 9.1300897598, output_fired_time: 8.0372591019, propagate_forward_time: 266.9475402832, propagate_backward_time: 427.7962951660, weight_update_time: 0.7268670201, other_time: 9.0823974609
epoch time: 55.3452415466s, input_fired_time: 1.1064490080, output_fired_time: 0.0000000000, propagate_forward_time: 52.6077079773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6310844421
validation[          , genome 17804] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       322.92917, best error:       320.92447 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 732.2619628906s, input_fired_time: 9.2295837402, output_fired_time: 8.1230096817, propagate_forward_time: 273.1466064453, propagate_backward_time: 432.5799865723, weight_update_time: 0.7391109467, other_time: 9.1827697754
epoch time: 57.3846282959s, input_fired_time: 1.1350269318, output_fired_time: 0.0000000000, propagate_forward_time: 54.6183815002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6312217712
validation[          , genome 17804] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       314.64697, best error:       314.64697 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 723.3455200195s, input_fired_time: 9.1262369156, output_fired_time: 7.9627699852, propagate_forward_time: 267.3497619629, propagate_backward_time: 429.7917175293, weight_update_time: 0.7322214842, other_time: 9.1150512695
epoch time: 56.4541206360s, input_fired_time: 1.1224040985, output_fired_time: 0.0000000000, propagate_forward_time: 53.7035865784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6281318665
validation[          , genome 17804] predictions:    9878/  10000 (98.78%), best:    9902/10000 (99.02%), error:       353.62854, best error:       314.64697 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 812.6475830078s, input_fired_time: 9.8364477158, output_fired_time: 8.7859888077, propagate_forward_time: 306.0772705078, propagate_backward_time: 477.7354125977, weight_update_time: 0.7572684884, other_time: 10.2124633789
epoch time: 83.6678009033s, input_fired_time: 1.8828481436, output_fired_time: 0.0000000000, propagate_forward_time: 79.9791717529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8057785034
validation[          , genome 17804] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       312.38986, best error:       312.38986 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1069.9122314453s, input_fired_time: 12.9533195496, output_fired_time: 11.6247434616, propagate_forward_time: 402.9475097656, propagate_backward_time: 629.6234741211, weight_update_time: 1.2253214121, other_time: 12.7631225586
epoch time: 86.6838073730s, input_fired_time: 1.2888368368, output_fired_time: 0.0000000000, propagate_forward_time: 82.9367294312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4582443237
validation[          , genome 17804] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       314.40872, best error:       312.38986 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1084.7359619141s, input_fired_time: 12.9310836792, output_fired_time: 10.4969816208, propagate_forward_time: 406.9813232422, propagate_backward_time: 640.8700561523, weight_update_time: 0.8241720200, other_time: 13.4566040039
epoch time: 86.4685668945s, input_fired_time: 1.5001617670, output_fired_time: 0.0000000000, propagate_forward_time: 82.1490325928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8193740845
validation[          , genome 17804] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       309.03790, best error:       309.03790 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1084.8533935547s, input_fired_time: 12.0411119461, output_fired_time: 11.9192733765, propagate_forward_time: 409.9788513184, propagate_backward_time: 637.6425170898, weight_update_time: 1.0259263515, other_time: 13.2715454102
epoch time: 85.1749038696s, input_fired_time: 1.2880287170, output_fired_time: 0.0000000000, propagate_forward_time: 81.9028396606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9840316772
validation[          , genome 17804] predictions:    9874/  10000 (98.74%), best:    9906/10000 (99.06%), error:       359.48239, best error:       309.03790 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1079.3267822266s, input_fired_time: 13.2285985947, output_fired_time: 13.0759811401, propagate_forward_time: 407.5596008301, propagate_backward_time: 633.2534790039, weight_update_time: 1.0261859894, other_time: 12.2091674805
epoch time: 85.4214324951s, input_fired_time: 1.2886916399, output_fired_time: 0.0000000000, propagate_forward_time: 81.5051574707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6275863647
validation[          , genome 17804] predictions:    9890/  10000 (98.90%), best:    9906/10000 (99.06%), error:       348.72284, best error:       309.03790 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1088.1093750000s, input_fired_time: 12.9124116898, output_fired_time: 11.7048101425, propagate_forward_time: 412.0343627930, propagate_backward_time: 639.4893798828, weight_update_time: 1.0271205902, other_time: 11.9684448242
epoch time: 85.6386947632s, input_fired_time: 1.6977103949, output_fired_time: 0.0000000000, propagate_forward_time: 81.7305603027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2104263306
validation[          , genome 17804] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       318.42535, best error:       309.03790 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1081.0900878906s, input_fired_time: 14.4658069611, output_fired_time: 11.9260101318, propagate_forward_time: 407.4709472656, propagate_backward_time: 634.3549194336, weight_update_time: 1.0425990820, other_time: 12.8723754883
epoch time: 86.0847625732s, input_fired_time: 1.8986558914, output_fired_time: 0.0000000000, propagate_forward_time: 82.3945465088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7915573120
validation[          , genome 17804] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       312.71588, best error:       309.03790 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1089.5886230469s, input_fired_time: 13.7422409058, output_fired_time: 11.4803628922, propagate_forward_time: 411.4871826172, propagate_backward_time: 640.3766479492, weight_update_time: 1.4359774590, other_time: 12.5022583008
epoch time: 87.4309921265s, input_fired_time: 1.5663636923, output_fired_time: 0.0000000000, propagate_forward_time: 83.3525543213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5120773315
validation[          , genome 17804] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       315.28738, best error:       309.03790 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1095.1467285156s, input_fired_time: 12.9820985794, output_fired_time: 11.7403507233, propagate_forward_time: 410.8022766113, propagate_backward_time: 646.9937744141, weight_update_time: 1.0271209478, other_time: 12.6282958984
epoch time: 88.2978897095s, input_fired_time: 1.5432957411, output_fired_time: 0.0000000000, propagate_forward_time: 84.5171585083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2374343872
validation[          , genome 17804] predictions:    9880/  10000 (98.80%), best:    9906/10000 (99.06%), error:       353.84680, best error:       309.03790 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1136.3967285156s, input_fired_time: 12.3998908997, output_fired_time: 11.5302238464, propagate_forward_time: 427.5065307617, propagate_backward_time: 672.3941650391, weight_update_time: 1.4805525541, other_time: 12.5658569336
epoch time: 93.3627853394s, input_fired_time: 1.3698574305, output_fired_time: 0.0000000000, propagate_forward_time: 89.8536682129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1392593384
validation[          , genome 17804] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       310.35596, best error:       309.03790 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1224.6965332031s, input_fired_time: 12.8089036942, output_fired_time: 12.5361747742, propagate_forward_time: 462.9907531738, propagate_backward_time: 722.8596801758, weight_update_time: 1.0748616457, other_time: 13.5010375977
epoch time: 102.5345535278s, input_fired_time: 2.4813766479, output_fired_time: 0.0000000000, propagate_forward_time: 96.9985046387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0546722412
validation[          , genome 17804] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       323.07895, best error:       309.03790 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1202.5407714844s, input_fired_time: 13.4572858810, output_fired_time: 14.0346994400, propagate_forward_time: 447.9983520508, propagate_backward_time: 713.0787353516, weight_update_time: 0.9333941340, other_time: 13.9717407227
epoch time: 89.8761062622s, input_fired_time: 2.1531355381, output_fired_time: 0.0000000000, propagate_forward_time: 85.2175292969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5054397583
validation[          , genome 17804] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       305.56973, best error:       305.56973 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1116.6289062500s, input_fired_time: 12.0144071579, output_fired_time: 11.7255992889, propagate_forward_time: 418.3386840820, propagate_backward_time: 661.4826660156, weight_update_time: 1.2923251390, other_time: 13.0675659180
epoch time: 87.0248565674s, input_fired_time: 1.7027240992, output_fired_time: 0.0000000000, propagate_forward_time: 82.2919311523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0302047729
validation[          , genome 17804] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       318.00137, best error:       305.56973 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1116.9705810547s, input_fired_time: 13.7623710632, output_fired_time: 12.4041748047, propagate_forward_time: 418.1585083008, propagate_backward_time: 659.2878417969, weight_update_time: 1.0902968645, other_time: 13.3577270508
epoch time: 93.0911865234s, input_fired_time: 1.9482860565, output_fired_time: 0.0000000000, propagate_forward_time: 88.9981918335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1447067261
validation[          , genome 17804] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       309.11435, best error:       305.56973 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1139.0560302734s, input_fired_time: 14.4308547974, output_fired_time: 10.8618230820, propagate_forward_time: 430.8981018066, propagate_backward_time: 669.9636840820, weight_update_time: 0.8246297836, other_time: 12.9015502930
epoch time: 89.6381530762s, input_fired_time: 1.8255126476, output_fired_time: 0.0000000000, propagate_forward_time: 85.7614364624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0512008667
validation[          , genome 17804] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       307.23483, best error:       305.56973 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1122.7452392578s, input_fired_time: 13.7337379456, output_fired_time: 11.4278917313, propagate_forward_time: 417.5061340332, propagate_backward_time: 665.9848022461, weight_update_time: 1.4808057547, other_time: 14.0927124023
epoch time: 88.8766860962s, input_fired_time: 1.4980149269, output_fired_time: 0.0000000000, propagate_forward_time: 84.6157302856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7629394531
validation[          , genome 17804] predictions:    9887/  10000 (98.87%), best:    9905/10000 (99.05%), error:       335.73605, best error:       305.56973 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1148.0344238281s, input_fired_time: 13.4752683640, output_fired_time: 13.5783834457, propagate_forward_time: 431.3396606445, propagate_backward_time: 677.0371093750, weight_update_time: 1.0279936790, other_time: 12.6040649414
epoch time: 89.3588180542s, input_fired_time: 1.5765287876, output_fired_time: 0.0000000000, propagate_forward_time: 85.5547180176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2275695801
validation[          , genome 17804] predictions:    9892/  10000 (98.92%), best:    9905/10000 (99.05%), error:       314.92007, best error:       305.56973 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1131.2149658203s, input_fired_time: 13.7038326263, output_fired_time: 12.1203432083, propagate_forward_time: 426.0326232910, propagate_backward_time: 665.6105346680, weight_update_time: 1.0906176567, other_time: 13.7476196289
epoch time: 89.9344787598s, input_fired_time: 2.5893831253, output_fired_time: 0.0000000000, propagate_forward_time: 85.1017837524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2433090210
validation[          , genome 17804] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       314.54953, best error:       305.56973 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1112.0690917969s, input_fired_time: 12.4175128937, output_fired_time: 12.1605062485, propagate_forward_time: 420.8233642578, propagate_backward_time: 653.7875976563, weight_update_time: 0.8261033893, other_time: 12.8801269531
epoch time: 86.0827560425s, input_fired_time: 1.9013590813, output_fired_time: 0.0000000000, propagate_forward_time: 81.9739608765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2074356079
validation[          , genome 17804] predictions:    9896/  10000 (98.96%), best:    9905/10000 (99.05%), error:       319.17285, best error:       305.56973 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1092.5073242188s, input_fired_time: 11.8537111282, output_fired_time: 11.5351791382, propagate_forward_time: 411.7662353516, propagate_backward_time: 645.4089355469, weight_update_time: 0.8541467190, other_time: 11.9432373047
epoch time: 86.3189468384s, input_fired_time: 1.9002914429, output_fired_time: 0.0000000000, propagate_forward_time: 82.3867721558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0318832397
validation[          , genome 17804] predictions:    9895/  10000 (98.95%), best:    9905/10000 (99.05%), error:       320.05219, best error:       305.56973 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1117.8469238281s, input_fired_time: 14.5631217957, output_fired_time: 11.1604509354, propagate_forward_time: 419.5435791016, propagate_backward_time: 660.2570800781, weight_update_time: 1.0892370939, other_time: 12.3227539063
epoch time: 88.8847579956s, input_fired_time: 1.8084448576, output_fired_time: 0.0000000000, propagate_forward_time: 84.7537918091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3225250244
validation[          , genome 17804] predictions:    9897/  10000 (98.97%), best:    9905/10000 (99.05%), error:       311.43515, best error:       305.56973 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 989.7947387695s, input_fired_time: 11.5943899155, output_fired_time: 11.4778728485, propagate_forward_time: 375.3053283691, propagate_backward_time: 580.5137939453, weight_update_time: 1.0531129837, other_time: 10.9034423828
epoch time: 70.4058609009s, input_fired_time: 1.2724167109, output_fired_time: 0.0000000000, propagate_forward_time: 67.2829055786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8505401611
validation[          , genome 17804] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       313.14719, best error:       305.56973 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 879.0753173828s, input_fired_time: 10.6797170639, output_fired_time: 9.3882436752, propagate_forward_time: 330.2506408691, propagate_backward_time: 518.2864990234, weight_update_time: 0.8997756243, other_time: 10.4702148438
epoch time: 62.9788894653s, input_fired_time: 1.2500383854, output_fired_time: 0.0000000000, propagate_forward_time: 59.9443244934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7845268250
validation[          , genome 17804] predictions:    9909/  10000 (99.09%), best:    9905/10000 (99.05%), error:       306.44095, best error:       305.56973 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 911.8569335938s, input_fired_time: 11.0300235748, output_fired_time: 9.8693065643, propagate_forward_time: 345.4264831543, propagate_backward_time: 534.7753906250, weight_update_time: 0.9304996133, other_time: 10.7557373047
epoch time: 67.4972763062s, input_fired_time: 1.3237583637, output_fired_time: 0.0000000000, propagate_forward_time: 64.2351455688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9383697510
validation[          , genome 17804] predictions:    9897/  10000 (98.97%), best:    9905/10000 (99.05%), error:       309.85944, best error:       305.56973 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 898.2325439453s, input_fired_time: 11.1538105011, output_fired_time: 9.7563858032, propagate_forward_time: 339.8903198242, propagate_backward_time: 526.3297119141, weight_update_time: 1.0499871969, other_time: 11.1022949219
epoch time: 71.6853942871s, input_fired_time: 1.3277217150, output_fired_time: 0.0000000000, propagate_forward_time: 68.3426208496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0150527954
validation[          , genome 17804] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       314.59375, best error:       305.56973 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 878.8302001953s, input_fired_time: 10.3933362961, output_fired_time: 9.5343008041, propagate_forward_time: 333.1477050781, propagate_backward_time: 515.1934204102, weight_update_time: 0.8714030981, other_time: 10.5614624023
epoch time: 69.5692367554s, input_fired_time: 1.2803109884, output_fired_time: 0.0000000000, propagate_forward_time: 66.5064697266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7824554443
validation[          , genome 17804] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       308.31317, best error:       305.56973 on epoch:    86, 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: 334.8365173340s, input_fired_time: 6.9593696594, output_fired_time: 0.0000000000, propagate_forward_time: 318.3211364746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.5559997559
best training[          , genome 17804] predictions:   50000/  50000 (100.00%), best:    9905/10000 (99.05%), error:       117.77158, best error:       305.56973 on epoch:    86, 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: 84.2589340210s, input_fired_time: 1.8112246990, output_fired_time: 0.0000000000, propagate_forward_time: 80.0999908447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3477172852
   testing[          , genome 17804] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       281.93573, best error:       305.56973 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:31:54 (8964): called boinc_finish(0)

</stderr_txt>
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