Nameexact_genome_1512568488_43_7080_0
Workunit2606666
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:51:39 UTC
Report deadline19 Dec 2017, 20:14:04 UTC
Received8 Dec 2017, 7:17:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID59023
Run time6 hours 21 min 12 sec
CPU time5 hours 49 min 59 sec
Validate stateValid
Credit2,962.23
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.72 MB
Peak swap size159.73 MB
Peak disk usage2.19 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
82.58923 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 211.1327056885s, input_fired_time: 2.1476066113, output_fired_time: 1.8642730713, propagate_forward_time: 79.7528686523, propagate_backward_time: 122.9349365234, weight_update_time: 0.1930784136, other_time: 4.4330139160
epoch time: 17.5003376007s, input_fired_time: 0.2805279791, output_fired_time: 0.0000000000, propagate_forward_time: 16.4205551147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7992553711
validation[          , genome  7080] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:      1049.45874, best error:       982.58923 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 211.5698852539s, input_fired_time: 2.1611058712, output_fired_time: 1.9193609953, propagate_forward_time: 79.6921539307, propagate_backward_time: 123.1930694580, weight_update_time: 0.2019574195, other_time: 4.6042022705
epoch time: 18.1207885742s, input_fired_time: 0.2988127470, output_fired_time: 0.0000000000, propagate_forward_time: 16.9516811371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8702945709
validation[          , genome  7080] predictions:    9692/  10000 (96.92%), best:    9713/10000 (97.13%), error:      1008.38361, best error:       982.58923 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 211.4783477783s, input_fired_time: 2.1017301083, output_fired_time: 1.8842718601, propagate_forward_time: 79.7297821045, propagate_backward_time: 123.2226333618, weight_update_time: 0.2064733356, other_time: 4.5399246216
epoch time: 16.8413028717s, input_fired_time: 0.2707149684, output_fired_time: 0.0000000000, propagate_forward_time: 15.8267822266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7438049316
validation[          , genome  7080] predictions:    9640/  10000 (96.40%), best:    9713/10000 (97.13%), error:      1119.22009, best error:       982.58923 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 211.6247863770s, input_fired_time: 2.0841288567, output_fired_time: 1.8291765451, propagate_forward_time: 79.9597473145, propagate_backward_time: 123.2859039307, weight_update_time: 0.1979336441, other_time: 4.4658355713
epoch time: 17.4544944763s, input_fired_time: 0.2614152133, output_fired_time: 0.0000000000, propagate_forward_time: 16.4114646912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7816143036
validation[          , genome  7080] predictions:    9691/  10000 (96.91%), best:    9713/10000 (97.13%), error:      1005.90588, best error:       982.58923 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 213.9580383301s, input_fired_time: 2.1617920399, output_fired_time: 1.9558762312, propagate_forward_time: 80.8122711182, propagate_backward_time: 124.5945816040, weight_update_time: 0.2150559127, other_time: 4.4335250854
epoch time: 16.5451698303s, input_fired_time: 0.2693862021, output_fired_time: 0.0000000000, propagate_forward_time: 15.5399732590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7358102798
validation[          , genome  7080] predictions:    9656/  10000 (96.56%), best:    9713/10000 (97.13%), error:      1175.90161, best error:       982.58923 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 211.9404602051s, input_fired_time: 2.0705080032, output_fired_time: 1.9285289049, propagate_forward_time: 80.1635513306, propagate_backward_time: 123.4278335571, weight_update_time: 0.1967868209, other_time: 4.3500366211
epoch time: 17.9408836365s, input_fired_time: 0.2650903761, output_fired_time: 0.0000000000, propagate_forward_time: 16.8964500427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7793426514
validation[          , genome  7080] predictions:    9560/  10000 (95.60%), best:    9713/10000 (97.13%), error:      1442.19421, best error:       982.58923 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 215.4670104980s, input_fired_time: 2.1941478252, output_fired_time: 1.9341168404, propagate_forward_time: 81.3467330933, propagate_backward_time: 125.6361389160, weight_update_time: 0.2028542608, other_time: 4.3558654785
epoch time: 17.0618553162s, input_fired_time: 0.2615990639, output_fired_time: 0.0000000000, propagate_forward_time: 16.0445880890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7556686401
validation[          , genome  7080] predictions:    9710/  10000 (97.10%), best:    9713/10000 (97.13%), error:      1021.79822, best error:       982.58923 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 209.6212158203s, input_fired_time: 2.1235990524, output_fired_time: 1.8751350641, propagate_forward_time: 79.4532089233, propagate_backward_time: 121.9005279541, weight_update_time: 0.1940877736, other_time: 4.2687454224
epoch time: 16.9379386902s, input_fired_time: 0.2666774988, output_fired_time: 0.0000000000, propagate_forward_time: 15.8285408020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8427200317
validation[          , genome  7080] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       957.37390, best error:       957.37390 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 212.1318206787s, input_fired_time: 2.0903682709, output_fired_time: 1.8305277824, propagate_forward_time: 80.9329147339, propagate_backward_time: 123.1746826172, weight_update_time: 0.1876563728, other_time: 4.1033401489
epoch time: 17.0922298431s, input_fired_time: 0.2594933212, output_fired_time: 0.0000000000, propagate_forward_time: 16.0659408569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7667961121
validation[          , genome  7080] predictions:    9704/  10000 (97.04%), best:    9725/10000 (97.25%), error:       996.24194, best error:       957.37390 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 210.4347534180s, input_fired_time: 2.1110370159, output_fired_time: 1.8889365196, propagate_forward_time: 79.7237243652, propagate_backward_time: 122.5232009888, weight_update_time: 0.1937772632, other_time: 4.1878585815
epoch time: 16.5873165131s, input_fired_time: 0.2491688877, output_fired_time: 0.0000000000, propagate_forward_time: 15.6232795715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7148685455
validation[          , genome  7080] predictions:    9696/  10000 (96.96%), best:    9725/10000 (97.25%), error:       969.36603, best error:       957.37390 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 212.2749938965s, input_fired_time: 2.1010160446, output_fired_time: 1.8720455170, propagate_forward_time: 80.3648452759, propagate_backward_time: 123.7445297241, weight_update_time: 0.1960612684, other_time: 4.1925659180
epoch time: 16.8812408447s, input_fired_time: 0.2464497983, output_fired_time: 0.0000000000, propagate_forward_time: 15.9370613098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6977291107
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       881.07007, best error:       881.07007 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 211.1090087891s, input_fired_time: 2.1249141693, output_fired_time: 1.8269171715, propagate_forward_time: 79.9663467407, propagate_backward_time: 123.1893539429, weight_update_time: 0.2079206705, other_time: 4.0014801025
epoch time: 17.0015888214s, input_fired_time: 0.2636454105, output_fired_time: 0.0000000000, propagate_forward_time: 15.9549312592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7830123901
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       827.39191, best error:       827.39191 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 212.8135986328s, input_fired_time: 2.0862898827, output_fired_time: 1.8882105350, propagate_forward_time: 80.5358200073, propagate_backward_time: 124.0383453369, weight_update_time: 0.2036385983, other_time: 4.2649383545
epoch time: 17.0987129211s, input_fired_time: 0.2839495242, output_fired_time: 0.0000000000, propagate_forward_time: 16.0326995850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7820644379
validation[          , genome  7080] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       926.42920, best error:       827.39191 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 210.7284851074s, input_fired_time: 2.0790050030, output_fired_time: 1.8744782209, propagate_forward_time: 79.3916015625, propagate_backward_time: 123.0742721558, weight_update_time: 0.2026390880, other_time: 4.3091201782
epoch time: 17.2120876312s, input_fired_time: 0.2607720792, output_fired_time: 0.0000000000, propagate_forward_time: 16.2222862244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7290287018
validation[          , genome  7080] predictions:    9695/  10000 (96.95%), best:    9752/10000 (97.52%), error:      1000.58704, best error:       827.39191 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 213.9786071777s, input_fired_time: 2.1443927288, output_fired_time: 1.8812969923, propagate_forward_time: 80.7989044189, propagate_backward_time: 124.8137664795, weight_update_time: 0.1979857832, other_time: 4.3402404785
epoch time: 17.3113002777s, input_fired_time: 0.2587704957, output_fired_time: 0.0000000000, propagate_forward_time: 16.2592086792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7933216095
validation[          , genome  7080] predictions:    9755/  10000 (97.55%), best:    9752/10000 (97.52%), error:       879.57648, best error:       827.39191 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 348.0093383789s, input_fired_time: 2.1038615704, output_fired_time: 1.9122843742, propagate_forward_time: 80.9184112549, propagate_backward_time: 258.7933044434, weight_update_time: 0.1981950104, other_time: 4.2814636230
epoch time: 17.2103576660s, input_fired_time: 0.2688208520, output_fired_time: 0.0000000000, propagate_forward_time: 16.1229133606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8186225891
validation[          , genome  7080] predictions:    9669/  10000 (96.69%), best:    9752/10000 (97.52%), error:      1054.20752, best error:       827.39191 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 212.2725982666s, input_fired_time: 2.1211159229, output_fired_time: 1.9150768518, propagate_forward_time: 80.1537475586, propagate_backward_time: 123.5533676147, weight_update_time: 0.2037606388, other_time: 4.5293045044
epoch time: 16.9538707733s, input_fired_time: 0.2531567514, output_fired_time: 0.0000000000, propagate_forward_time: 15.8400182724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8606958389
validation[          , genome  7080] predictions:    9748/  10000 (97.48%), best:    9752/10000 (97.52%), error:       855.18506, best error:       827.39191 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 213.7757720947s, input_fired_time: 2.1397993565, output_fired_time: 1.9296549559, propagate_forward_time: 80.9168243408, propagate_backward_time: 124.2249145508, weight_update_time: 0.2053039223, other_time: 4.5645751953
epoch time: 17.2946472168s, input_fired_time: 0.3063151538, output_fired_time: 0.0000000000, propagate_forward_time: 16.1433448792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8449878693
validation[          , genome  7080] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       896.26422, best error:       827.39191 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 214.2699279785s, input_fired_time: 2.2044317722, output_fired_time: 1.9525876045, propagate_forward_time: 80.8395233154, propagate_backward_time: 124.6132965088, weight_update_time: 0.1978088915, other_time: 4.6600799561
epoch time: 17.3331642151s, input_fired_time: 0.2539918721, output_fired_time: 0.0000000000, propagate_forward_time: 16.2710037231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8081684113
validation[          , genome  7080] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       894.03833, best error:       827.39191 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 215.2818298340s, input_fired_time: 2.1830813885, output_fired_time: 1.9350997210, propagate_forward_time: 81.1684799194, propagate_backward_time: 125.3989791870, weight_update_time: 0.2307740301, other_time: 4.5961990356
epoch time: 17.1126670837s, input_fired_time: 0.2678034306, output_fired_time: 0.0000000000, propagate_forward_time: 15.8869724274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9578914642
validation[          , genome  7080] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       819.99982, best error:       819.99982 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 211.5039978027s, input_fired_time: 2.0832188129, output_fired_time: 1.9080053568, propagate_forward_time: 80.3803253174, propagate_backward_time: 122.4103317261, weight_update_time: 0.1986148655, other_time: 4.7221145630
epoch time: 16.7838077545s, input_fired_time: 0.2697767019, output_fired_time: 0.0000000000, propagate_forward_time: 15.6313381195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8826923370
validation[          , genome  7080] predictions:    9664/  10000 (96.64%), best:    9747/10000 (97.47%), error:      1053.19067, best error:       819.99982 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 212.4587097168s, input_fired_time: 2.0676751137, output_fired_time: 1.9239773750, propagate_forward_time: 80.6134338379, propagate_backward_time: 123.2668685913, weight_update_time: 0.2031352520, other_time: 4.5867538452
epoch time: 17.0481834412s, input_fired_time: 0.2585417628, output_fired_time: 0.0000000000, propagate_forward_time: 16.0429801941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7466621399
validation[          , genome  7080] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       870.10480, best error:       819.99982 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 208.4102935791s, input_fired_time: 2.1106576920, output_fired_time: 1.8292329311, propagate_forward_time: 78.7901992798, propagate_backward_time: 121.0372695923, weight_update_time: 0.2067711651, other_time: 4.6429290771
epoch time: 16.9839458466s, input_fired_time: 0.2468633950, output_fired_time: 0.0000000000, propagate_forward_time: 15.9905462265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7465353012
validation[          , genome  7080] predictions:    9703/  10000 (97.03%), best:    9747/10000 (97.47%), error:       991.35223, best error:       819.99982 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 212.2699890137s, input_fired_time: 2.1321148872, output_fired_time: 1.9035969973, propagate_forward_time: 80.0322570801, propagate_backward_time: 123.7187118530, weight_update_time: 0.1933510602, other_time: 4.4833145142
epoch time: 17.3151874542s, input_fired_time: 0.2886362672, output_fired_time: 0.0000000000, propagate_forward_time: 16.1881256104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8384246826
validation[          , genome  7080] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       804.46387, best error:       804.46387 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 212.4745483398s, input_fired_time: 2.2568852901, output_fired_time: 1.9268208742, propagate_forward_time: 80.5980911255, propagate_backward_time: 123.0341415405, weight_update_time: 0.2120622545, other_time: 4.6586151123
epoch time: 17.0953941345s, input_fired_time: 0.2528680265, output_fired_time: 0.0000000000, propagate_forward_time: 15.8826093674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9599161148
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9753/10000 (97.53%), error:       840.71033, best error:       804.46387 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 208.5385589600s, input_fired_time: 2.0470485687, output_fired_time: 1.8813437223, propagate_forward_time: 79.0314712524, propagate_backward_time: 121.0658416748, weight_update_time: 0.2152679563, other_time: 4.5128555298
epoch time: 16.7229366302s, input_fired_time: 0.2636283338, output_fired_time: 0.0000000000, propagate_forward_time: 15.6198539734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8394546509
validation[          , genome  7080] predictions:    9759/  10000 (97.59%), best:    9753/10000 (97.53%), error:       828.82227, best error:       804.46387 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 207.3304138184s, input_fired_time: 2.0677051544, output_fired_time: 1.8572533131, propagate_forward_time: 78.6836853027, propagate_backward_time: 120.3215408325, weight_update_time: 0.2044019252, other_time: 4.4002304077
epoch time: 16.7342376709s, input_fired_time: 0.2522732317, output_fired_time: 0.0000000000, propagate_forward_time: 15.7759380341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060260773
validation[          , genome  7080] predictions:    9717/  10000 (97.17%), best:    9753/10000 (97.53%), error:       895.57501, best error:       804.46387 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 209.3403320313s, input_fired_time: 2.1237521172, output_fired_time: 1.9256964922, propagate_forward_time: 78.8111190796, propagate_backward_time: 121.7883300781, weight_update_time: 0.1948992014, other_time: 4.6914443970
epoch time: 16.6500129700s, input_fired_time: 0.2604242861, output_fired_time: 0.0000000000, propagate_forward_time: 15.5556468964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8339424133
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9753/10000 (97.53%), error:       822.73981, best error:       804.46387 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 207.7007293701s, input_fired_time: 2.0723021030, output_fired_time: 1.9062323570, propagate_forward_time: 78.4968643188, propagate_backward_time: 120.5979309082, weight_update_time: 0.1959891319, other_time: 4.6274032593
epoch time: 16.9621105194s, input_fired_time: 0.2568422258, output_fired_time: 0.0000000000, propagate_forward_time: 15.8786411285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8266277313
validation[          , genome  7080] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       796.01355, best error:       796.01355 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 208.3406372070s, input_fired_time: 2.0689539909, output_fired_time: 1.8196736574, propagate_forward_time: 78.5944061279, propagate_backward_time: 120.9838790894, weight_update_time: 0.1938158423, other_time: 4.8737258911
epoch time: 16.7575855255s, input_fired_time: 0.2538370788, output_fired_time: 0.0000000000, propagate_forward_time: 15.5048427582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9989051819
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9760/10000 (97.60%), error:       811.00739, best error:       796.01355 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 206.3871917725s, input_fired_time: 2.0400404930, output_fired_time: 1.8685222864, propagate_forward_time: 77.6826705933, propagate_backward_time: 120.4658737183, weight_update_time: 0.2072034031, other_time: 4.3300933838
epoch time: 16.6141395569s, input_fired_time: 0.2556341290, output_fired_time: 0.0000000000, propagate_forward_time: 15.6206340790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7378711700
validation[          , genome  7080] predictions:    9726/  10000 (97.26%), best:    9760/10000 (97.60%), error:       968.96643, best error:       796.01355 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 208.2243347168s, input_fired_time: 2.1173920631, output_fired_time: 1.8434752226, propagate_forward_time: 78.8081283569, propagate_backward_time: 120.7280044556, weight_update_time: 0.1980452836, other_time: 4.7273406982
epoch time: 16.8230533600s, input_fired_time: 0.2856392264, output_fired_time: 0.0000000000, propagate_forward_time: 15.7104787827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8269357681
validation[          , genome  7080] predictions:    9773/  10000 (97.73%), best:    9760/10000 (97.60%), error:       799.55762, best error:       796.01355 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 208.3502655029s, input_fired_time: 2.0482735634, output_fired_time: 1.8401170969, propagate_forward_time: 78.8951110840, propagate_backward_time: 120.9112091064, weight_update_time: 0.1885647029, other_time: 4.6555480957
epoch time: 16.8813629150s, input_fired_time: 0.2684779167, output_fired_time: 0.0000000000, propagate_forward_time: 15.6385936737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9742908478
validation[          , genome  7080] predictions:    9731/  10000 (97.31%), best:    9760/10000 (97.60%), error:       893.04913, best error:       796.01355 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 209.2714233398s, input_fired_time: 2.0985577106, output_fired_time: 1.8590160608, propagate_forward_time: 78.5131683350, propagate_backward_time: 121.8296585083, weight_update_time: 0.2218286991, other_time: 4.9710311890
epoch time: 16.8955993652s, input_fired_time: 0.2807258666, output_fired_time: 0.0000000000, propagate_forward_time: 15.8117237091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8031501770
validation[          , genome  7080] predictions:    9694/  10000 (96.94%), best:    9760/10000 (97.60%), error:      1005.24884, best error:       796.01355 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 207.8623809814s, input_fired_time: 2.1088764668, output_fired_time: 1.8752803802, propagate_forward_time: 78.0559768677, propagate_backward_time: 121.0836486816, weight_update_time: 0.2042962760, other_time: 4.7386093140
epoch time: 16.4541721344s, input_fired_time: 0.2586966753, output_fired_time: 0.0000000000, propagate_forward_time: 15.3527383804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8427362442
validation[          , genome  7080] predictions:    9764/  10000 (97.64%), best:    9760/10000 (97.60%), error:       818.60614, best error:       796.01355 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 206.9228973389s, input_fired_time: 2.1243417263, output_fired_time: 1.8668870926, propagate_forward_time: 78.3698348999, propagate_backward_time: 120.0669937134, weight_update_time: 0.2104938328, other_time: 4.4948425293
epoch time: 16.5464477539s, input_fired_time: 0.2567374706, output_fired_time: 0.0000000000, propagate_forward_time: 15.5590047836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7307062149
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:       980.22443, best error:       796.01355 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 205.0105895996s, input_fired_time: 2.0375120640, output_fired_time: 1.8982471228, propagate_forward_time: 77.2677154541, propagate_backward_time: 119.1758193970, weight_update_time: 0.1981432140, other_time: 4.6312942505
epoch time: 16.8236122131s, input_fired_time: 0.2724187672, output_fired_time: 0.0000000000, propagate_forward_time: 15.6913986206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8597946167
validation[          , genome  7080] predictions:    9761/  10000 (97.61%), best:    9760/10000 (97.60%), error:       817.12872, best error:       796.01355 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 205.6248931885s, input_fired_time: 2.0731377602, output_fired_time: 1.8426070213, propagate_forward_time: 78.1513748169, propagate_backward_time: 119.1290435791, weight_update_time: 0.2216782272, other_time: 4.4287338257
epoch time: 16.4892902374s, input_fired_time: 0.2759819031, output_fired_time: 0.0000000000, propagate_forward_time: 15.3796424866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8336658478
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9760/10000 (97.60%), error:       870.19757, best error:       796.01355 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 204.6645965576s, input_fired_time: 2.0836939812, output_fired_time: 1.8302742243, propagate_forward_time: 77.5309295654, propagate_backward_time: 118.7959823608, weight_update_time: 0.2069346160, other_time: 4.4237136841
epoch time: 16.5690231323s, input_fired_time: 0.2578195035, output_fired_time: 0.0000000000, propagate_forward_time: 15.5015907288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8096122742
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       832.12445, best error:       796.01355 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 205.0008392334s, input_fired_time: 2.1171286106, output_fired_time: 1.8086407185, propagate_forward_time: 77.3363189697, propagate_backward_time: 118.9888610840, weight_update_time: 0.1901263595, other_time: 4.7498931885
epoch time: 16.6773128510s, input_fired_time: 0.2800327837, output_fired_time: 0.0000000000, propagate_forward_time: 15.5072746277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8900051117
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       842.15247, best error:       796.01355 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 208.0107116699s, input_fired_time: 2.0657775402, output_fired_time: 1.8690975904, propagate_forward_time: 78.5870590210, propagate_backward_time: 120.9841079712, weight_update_time: 0.1980679780, other_time: 4.5046691895
epoch time: 16.7204895020s, input_fired_time: 0.2629294693, output_fired_time: 0.0000000000, propagate_forward_time: 15.6496715546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8078880310
validation[          , genome  7080] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       777.07013, best error:       777.07013 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 208.2580413818s, input_fired_time: 2.1475684643, output_fired_time: 1.8479256630, propagate_forward_time: 78.5955505371, propagate_backward_time: 120.7806320190, weight_update_time: 0.2198814750, other_time: 4.8863601685
epoch time: 16.8829555511s, input_fired_time: 0.2553137839, output_fired_time: 0.0000000000, propagate_forward_time: 15.6422376633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9854040146
validation[          , genome  7080] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       884.00580, best error:       777.07013 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 204.8955383301s, input_fired_time: 2.0628113747, output_fired_time: 1.8511834145, propagate_forward_time: 77.5256118774, propagate_backward_time: 118.4284820557, weight_update_time: 0.1983151585, other_time: 5.0274581909
epoch time: 17.8120136261s, input_fired_time: 0.2591250539, output_fired_time: 0.0000000000, propagate_forward_time: 16.7801303864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7727584839
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       848.46765, best error:       777.07013 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 210.9488067627s, input_fired_time: 2.1952743530, output_fired_time: 1.9129780531, propagate_forward_time: 79.7215499878, propagate_backward_time: 122.1596069336, weight_update_time: 0.2242886275, other_time: 4.9594039917
epoch time: 17.5426750183s, input_fired_time: 0.2699160874, output_fired_time: 0.0000000000, propagate_forward_time: 16.3717098236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9010486603
validation[          , genome  7080] predictions:    9680/  10000 (96.80%), best:    9777/10000 (97.77%), error:       992.25684, best error:       777.07013 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 203.6909484863s, input_fired_time: 2.0273880959, output_fired_time: 1.8247531652, propagate_forward_time: 77.0781326294, propagate_backward_time: 118.1958923340, weight_update_time: 0.1949926317, other_time: 4.5647811890
epoch time: 17.0559291840s, input_fired_time: 0.2690436542, output_fired_time: 0.0000000000, propagate_forward_time: 16.1247215271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621646881
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       949.78271, best error:       777.07013 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 207.0847320557s, input_fired_time: 2.0385334492, output_fired_time: 1.8285099268, propagate_forward_time: 79.0291976929, propagate_backward_time: 119.9940109253, weight_update_time: 0.1948442012, other_time: 4.1944885254
epoch time: 15.7579898834s, input_fired_time: 0.2390882373, output_fired_time: 0.0000000000, propagate_forward_time: 14.9419040680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769977570
validation[          , genome  7080] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       760.73315, best error:       760.73315 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 206.2065277100s, input_fired_time: 2.0432026386, output_fired_time: 1.9175828695, propagate_forward_time: 78.5913848877, propagate_backward_time: 119.3948898315, weight_update_time: 0.1983582824, other_time: 4.2594680786
epoch time: 16.4160175323s, input_fired_time: 0.2515680492, output_fired_time: 0.0000000000, propagate_forward_time: 15.1693296432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9951200485
validation[          , genome  7080] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       907.10248, best error:       760.73315 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 201.1642456055s, input_fired_time: 2.0169374943, output_fired_time: 1.8687996864, propagate_forward_time: 76.2123489380, propagate_backward_time: 116.9131546021, weight_update_time: 0.2183568627, other_time: 4.1529998779
epoch time: 19.3063850403s, input_fired_time: 0.2911782265, output_fired_time: 0.0000000000, propagate_forward_time: 18.0743827820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9408245087
validation[          , genome  7080] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       853.20374, best error:       760.73315 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 205.8013458252s, input_fired_time: 2.0397126675, output_fired_time: 1.8733991385, propagate_forward_time: 77.6081771851, propagate_backward_time: 119.7139739990, weight_update_time: 0.1907782257, other_time: 4.5660781860
epoch time: 16.9882488251s, input_fired_time: 0.2500288486, output_fired_time: 0.0000000000, propagate_forward_time: 15.9628496170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7753705978
validation[          , genome  7080] predictions:    9778/  10000 (97.78%), best:    9774/10000 (97.74%), error:       781.14478, best error:       760.73315 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 199.5043029785s, input_fired_time: 2.0643577576, output_fired_time: 1.8307288885, propagate_forward_time: 75.6375045776, propagate_backward_time: 115.5660018921, weight_update_time: 0.2024047226, other_time: 4.4057006836
epoch time: 16.3670520782s, input_fired_time: 0.2860626578, output_fired_time: 0.0000000000, propagate_forward_time: 15.3206052780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7603845596
validation[          , genome  7080] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       816.01477, best error:       760.73315 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 201.2280120850s, input_fired_time: 2.0416693687, output_fired_time: 1.8371268511, propagate_forward_time: 76.0706558228, propagate_backward_time: 116.7023239136, weight_update_time: 0.1981775165, other_time: 4.5762329102
epoch time: 15.7059068680s, input_fired_time: 0.2354976088, output_fired_time: 0.0000000000, propagate_forward_time: 14.8376007080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328086853
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       818.71484, best error:       760.73315 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 197.7196502686s, input_fired_time: 1.9962265491, output_fired_time: 1.7708033323, propagate_forward_time: 75.0230941772, propagate_backward_time: 114.5597991943, weight_update_time: 0.1970989406, other_time: 4.3697280884
epoch time: 17.1884994507s, input_fired_time: 0.2457895130, output_fired_time: 0.0000000000, propagate_forward_time: 16.1324310303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8102798462
validation[          , genome  7080] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       717.39636, best error:       717.39636 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 202.2225189209s, input_fired_time: 2.0481069088, output_fired_time: 1.8018066883, propagate_forward_time: 76.9903717041, propagate_backward_time: 117.0943145752, weight_update_time: 0.1965927333, other_time: 4.2879180908
epoch time: 16.0535640717s, input_fired_time: 0.2409557551, output_fired_time: 0.0000000000, propagate_forward_time: 15.2081165314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6044921875
validation[          , genome  7080] predictions:    9789/  10000 (97.89%), best:    9794/10000 (97.94%), error:       742.41516, best error:       717.39636 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 201.7583007813s, input_fired_time: 2.0750589371, output_fired_time: 1.8488519192, propagate_forward_time: 76.5027008057, propagate_backward_time: 116.5552215576, weight_update_time: 0.2025239319, other_time: 4.7764739990
epoch time: 16.1184234619s, input_fired_time: 0.2647290826, output_fired_time: 0.0000000000, propagate_forward_time: 15.0357847214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8179092407
validation[          , genome  7080] predictions:    9782/  10000 (97.82%), best:    9794/10000 (97.94%), error:       745.28302, best error:       717.39636 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 203.8936157227s, input_fired_time: 2.0440852642, output_fired_time: 1.8340630531, propagate_forward_time: 77.3121337891, propagate_backward_time: 117.8837814331, weight_update_time: 0.1984152198, other_time: 4.8195571899
epoch time: 16.2594356537s, input_fired_time: 0.2443076521, output_fired_time: 0.0000000000, propagate_forward_time: 15.3251829147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6899442673
validation[          , genome  7080] predictions:    9695/  10000 (96.95%), best:    9794/10000 (97.94%), error:      1094.41492, best error:       717.39636 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 198.1340637207s, input_fired_time: 2.0343656540, output_fired_time: 1.7895349264, propagate_forward_time: 75.0362854004, propagate_backward_time: 114.7330398560, weight_update_time: 0.2019403577, other_time: 4.5408401489
epoch time: 16.5310935974s, input_fired_time: 0.2645643950, output_fired_time: 0.0000000000, propagate_forward_time: 14.7639570236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5025720596
validation[          , genome  7080] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       831.07867, best error:       717.39636 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 204.7058258057s, input_fired_time: 2.0572729111, output_fired_time: 1.8283782005, propagate_forward_time: 77.3179473877, propagate_backward_time: 117.6626586914, weight_update_time: 0.1974243522, other_time: 5.8395690918
epoch time: 17.7429580688s, input_fired_time: 0.2827692926, output_fired_time: 0.0000000000, propagate_forward_time: 16.7203598022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7398281097
validation[          , genome  7080] predictions:    9741/  10000 (97.41%), best:    9794/10000 (97.94%), error:       884.75134, best error:       717.39636 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 205.7087097168s, input_fired_time: 2.1006217003, output_fired_time: 1.8714126348, propagate_forward_time: 78.3078002930, propagate_backward_time: 119.3620376587, weight_update_time: 0.1945316941, other_time: 4.0668411255
epoch time: 16.5219650269s, input_fired_time: 0.2590665221, output_fired_time: 0.0000000000, propagate_forward_time: 15.5765924454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863069534
validation[          , genome  7080] predictions:    9695/  10000 (96.95%), best:    9794/10000 (97.94%), error:       982.55682, best error:       717.39636 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 207.5755920410s, input_fired_time: 2.0981583595, output_fired_time: 1.8616890907, propagate_forward_time: 78.5031738281, propagate_backward_time: 120.2692489624, weight_update_time: 0.2026413083, other_time: 4.8433151245
epoch time: 16.3914527893s, input_fired_time: 0.2638485134, output_fired_time: 0.0000000000, propagate_forward_time: 15.0553178787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0722856522
validation[          , genome  7080] predictions:    9663/  10000 (96.63%), best:    9794/10000 (97.94%), error:      1119.26575, best error:       717.39636 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 197.1030426025s, input_fired_time: 2.0113492012, output_fired_time: 1.7632838488, propagate_forward_time: 74.8132858276, propagate_backward_time: 114.1996383667, weight_update_time: 0.2221093476, other_time: 4.3154754639
epoch time: 16.3471183777s, input_fired_time: 0.2900924385, output_fired_time: 0.0000000000, propagate_forward_time: 15.2717361450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7852897644
validation[          , genome  7080] predictions:    9751/  10000 (97.51%), best:    9794/10000 (97.94%), error:       863.75989, best error:       717.39636 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 202.3017272949s, input_fired_time: 2.0566182137, output_fired_time: 1.8073283434, propagate_forward_time: 77.1021957397, propagate_backward_time: 116.7174606323, weight_update_time: 0.2133646607, other_time: 4.6181182861
epoch time: 18.4301166534s, input_fired_time: 0.2695470750, output_fired_time: 0.0000000000, propagate_forward_time: 17.3259143829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8346557617
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9794/10000 (97.94%), error:       870.78687, best error:       717.39636 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 205.1247558594s, input_fired_time: 2.0835351944, output_fired_time: 1.8197340965, propagate_forward_time: 77.8071899414, propagate_backward_time: 118.1530838013, weight_update_time: 0.2039136738, other_time: 5.2612075806
epoch time: 16.2969875336s, input_fired_time: 0.2523108423, output_fired_time: 0.0000000000, propagate_forward_time: 15.3046550751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400207520
validation[          , genome  7080] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       740.35284, best error:       717.39636 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 205.3911437988s, input_fired_time: 2.1063594818, output_fired_time: 1.9147444963, propagate_forward_time: 77.1441268921, propagate_backward_time: 118.5019760132, weight_update_time: 0.2013830692, other_time: 5.7239379883
epoch time: 16.1168422699s, input_fired_time: 0.2439912111, output_fired_time: 0.0000000000, propagate_forward_time: 15.2044916153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6683597565
validation[          , genome  7080] predictions:    9757/  10000 (97.57%), best:    9794/10000 (97.94%), error:       802.13239, best error:       717.39636 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 200.8387145996s, input_fired_time: 2.0812456608, output_fired_time: 1.7832872868, propagate_forward_time: 75.7142791748, propagate_backward_time: 115.8493804932, weight_update_time: 0.1963211894, other_time: 5.4105072021
epoch time: 16.8466281891s, input_fired_time: 0.2619407475, output_fired_time: 0.0000000000, propagate_forward_time: 15.7992153168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7854728699
validation[          , genome  7080] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       800.39398, best error:       717.39636 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 203.9601593018s, input_fired_time: 2.0898711681, output_fired_time: 1.8396426439, propagate_forward_time: 77.5082550049, propagate_backward_time: 118.2831192017, weight_update_time: 0.2003035694, other_time: 4.2392654419
epoch time: 16.8208637238s, input_fired_time: 0.2726243734, output_fired_time: 0.0000000000, propagate_forward_time: 15.8323421478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7158966064
validation[          , genome  7080] predictions:    9743/  10000 (97.43%), best:    9794/10000 (97.94%), error:       895.54578, best error:       717.39636 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 201.2969360352s, input_fired_time: 2.0485129356, output_fired_time: 1.8259558678, propagate_forward_time: 76.3738327026, propagate_backward_time: 116.9575576782, weight_update_time: 0.2055793405, other_time: 4.0910797119
epoch time: 16.7726116180s, input_fired_time: 0.2430768609, output_fired_time: 0.0000000000, propagate_forward_time: 15.7514457703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7780895233
validation[          , genome  7080] predictions:    9739/  10000 (97.39%), best:    9794/10000 (97.94%), error:       871.21533, best error:       717.39636 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 200.0953979492s, input_fired_time: 2.0277011395, output_fired_time: 1.7906733751, propagate_forward_time: 76.0682220459, propagate_backward_time: 115.8541107178, weight_update_time: 0.1965565383, other_time: 4.3546905518
epoch time: 18.4948749542s, input_fired_time: 0.2960860133, output_fired_time: 0.0000000000, propagate_forward_time: 17.4630775452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357120514
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       853.44586, best error:       717.39636 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 203.9864959717s, input_fired_time: 2.1262462139, output_fired_time: 1.8062252998, propagate_forward_time: 77.4644851685, propagate_backward_time: 118.0411148071, weight_update_time: 0.2026421130, other_time: 4.5484161377
epoch time: 17.2321643829s, input_fired_time: 0.2579332292, output_fired_time: 0.0000000000, propagate_forward_time: 16.2808074951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934242249
validation[          , genome  7080] predictions:    9675/  10000 (96.75%), best:    9794/10000 (97.94%), error:      1023.98218, best error:       717.39636 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 199.0852355957s, input_fired_time: 2.0589201450, output_fired_time: 1.8272473812, propagate_forward_time: 75.3683319092, propagate_backward_time: 115.1383056641, weight_update_time: 0.1989297420, other_time: 4.6924438477
epoch time: 16.9236278534s, input_fired_time: 0.2700568140, output_fired_time: 0.0000000000, propagate_forward_time: 15.4016752243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2518949509
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       804.14563, best error:       717.39636 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 199.0694274902s, input_fired_time: 1.9808802605, output_fired_time: 1.7710558176, propagate_forward_time: 75.8675079346, propagate_backward_time: 115.8864288330, weight_update_time: 0.1825041622, other_time: 3.5635528564
epoch time: 15.6957464218s, input_fired_time: 0.2414633781, output_fired_time: 0.0000000000, propagate_forward_time: 14.8288888931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253938675
validation[          , genome  7080] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       759.28558, best error:       717.39636 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 200.9069671631s, input_fired_time: 2.0657896996, output_fired_time: 1.7741575241, propagate_forward_time: 76.4348373413, propagate_backward_time: 116.5293045044, weight_update_time: 0.1956940591, other_time: 4.1028747559
epoch time: 17.1397552490s, input_fired_time: 0.2806827128, output_fired_time: 0.0000000000, propagate_forward_time: 16.1514587402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076129913
validation[          , genome  7080] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       797.03607, best error:       717.39636 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 201.9346160889s, input_fired_time: 2.0372357368, output_fired_time: 1.8141642809, propagate_forward_time: 76.6189270020, propagate_backward_time: 116.8777618408, weight_update_time: 0.1936093867, other_time: 4.5865325928
epoch time: 16.9799041748s, input_fired_time: 0.2635607421, output_fired_time: 0.0000000000, propagate_forward_time: 16.0289268494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874160767
validation[          , genome  7080] predictions:    9732/  10000 (97.32%), best:    9794/10000 (97.94%), error:       930.66791, best error:       717.39636 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 202.1354217529s, input_fired_time: 2.0808098316, output_fired_time: 1.8372313976, propagate_forward_time: 76.5456695557, propagate_backward_time: 117.0152053833, weight_update_time: 0.2072848827, other_time: 4.6565017700
epoch time: 16.5042362213s, input_fired_time: 0.2546633482, output_fired_time: 0.0000000000, propagate_forward_time: 15.6007452011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6488275528
validation[          , genome  7080] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       769.10199, best error:       717.39636 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 200.9618835449s, input_fired_time: 2.0957140923, output_fired_time: 1.8676235676, propagate_forward_time: 76.0647354126, propagate_backward_time: 116.5365295410, weight_update_time: 0.2108988017, other_time: 4.3972702026
epoch time: 16.3659267426s, input_fired_time: 0.2526537478, output_fired_time: 0.0000000000, propagate_forward_time: 15.3944549561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7188186646
validation[          , genome  7080] predictions:    9754/  10000 (97.54%), best:    9794/10000 (97.94%), error:       845.97040, best error:       717.39636 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 196.6360473633s, input_fired_time: 2.0626842976, output_fired_time: 1.7896549702, propagate_forward_time: 74.7078628540, propagate_backward_time: 113.9429931641, weight_update_time: 0.2023588866, other_time: 4.1328506470
epoch time: 16.6955146790s, input_fired_time: 0.2536165118, output_fired_time: 0.0000000000, propagate_forward_time: 15.7739048004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679935455
validation[          , genome  7080] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       783.89502, best error:       717.39636 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 199.9615173340s, input_fired_time: 2.0517666340, output_fired_time: 1.7910541296, propagate_forward_time: 75.5216674805, propagate_backward_time: 115.6638793945, weight_update_time: 0.2006620914, other_time: 4.9331359863
epoch time: 16.2552871704s, input_fired_time: 0.2626408041, output_fired_time: 0.0000000000, propagate_forward_time: 15.2857227325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7069234848
validation[          , genome  7080] predictions:    9731/  10000 (97.31%), best:    9794/10000 (97.94%), error:       883.55969, best error:       717.39636 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 199.2016754150s, input_fired_time: 2.0463621616, output_fired_time: 1.7767370939, propagate_forward_time: 75.0087432861, propagate_backward_time: 114.4645614624, weight_update_time: 0.2026362270, other_time: 5.9052810669
epoch time: 16.0123767853s, input_fired_time: 0.2507541478, output_fired_time: 0.0000000000, propagate_forward_time: 15.1555013657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061210632
validation[          , genome  7080] predictions:    9761/  10000 (97.61%), best:    9794/10000 (97.94%), error:       782.93311, best error:       717.39636 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 200.5470581055s, input_fired_time: 2.0624852180, output_fired_time: 1.8213958740, propagate_forward_time: 75.8881225586, propagate_backward_time: 116.0477676392, weight_update_time: 0.1993749291, other_time: 4.7272872925
epoch time: 17.0918579102s, input_fired_time: 0.2577698529, output_fired_time: 0.0000000000, propagate_forward_time: 16.2076358795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264514923
validation[          , genome  7080] predictions:    9764/  10000 (97.64%), best:    9794/10000 (97.94%), error:       822.64301, best error:       717.39636 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 200.9761047363s, input_fired_time: 2.0662856102, output_fired_time: 1.8130583763, propagate_forward_time: 76.0589447021, propagate_backward_time: 116.7015151978, weight_update_time: 0.1982069761, other_time: 4.3362960815
epoch time: 16.5242996216s, input_fired_time: 0.2740408480, output_fired_time: 0.0000000000, propagate_forward_time: 15.4425420761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8077173233
validation[          , genome  7080] predictions:    9758/  10000 (97.58%), best:    9794/10000 (97.94%), error:       787.27478, best error:       717.39636 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 202.7111968994s, input_fired_time: 2.0573730469, output_fired_time: 1.8404165506, propagate_forward_time: 77.0232696533, propagate_backward_time: 117.7500686646, weight_update_time: 0.1941828132, other_time: 4.0400619507
epoch time: 15.7643718719s, input_fired_time: 0.2403198332, output_fired_time: 0.0000000000, propagate_forward_time: 14.9168930054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071586609
validation[          , genome  7080] predictions:    9765/  10000 (97.65%), best:    9794/10000 (97.94%), error:       778.83270, best error:       717.39636 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 205.6581268311s, input_fired_time: 2.0922217369, output_fired_time: 1.8210026026, propagate_forward_time: 77.7858886719, propagate_backward_time: 118.8344345093, weight_update_time: 0.1918596327, other_time: 5.1245803833
epoch time: 16.8691577911s, input_fired_time: 0.2540898621, output_fired_time: 0.0000000000, propagate_forward_time: 15.8466033936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7684650421
validation[          , genome  7080] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       793.32452, best error:       717.39636 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 198.0406036377s, input_fired_time: 2.0309438705, output_fired_time: 1.7615185976, propagate_forward_time: 75.4070205688, propagate_backward_time: 114.4507522583, weight_update_time: 0.1927739084, other_time: 4.3903656006
epoch time: 15.7990074158s, input_fired_time: 0.2535240352, output_fired_time: 0.0000000000, propagate_forward_time: 14.5991983414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9462852478
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       826.12408, best error:       717.39636 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 202.9188842773s, input_fired_time: 2.0388059616, output_fired_time: 1.8224893808, propagate_forward_time: 76.6186141968, propagate_backward_time: 116.4077682495, weight_update_time: 0.1924397498, other_time: 6.0312042236
epoch time: 15.7745275497s, input_fired_time: 0.2438098639, output_fired_time: 0.0000000000, propagate_forward_time: 14.9006385803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300792694
validation[          , genome  7080] predictions:    9757/  10000 (97.57%), best:    9794/10000 (97.94%), error:       783.44788, best error:       717.39636 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 203.3054351807s, input_fired_time: 2.0241024494, output_fired_time: 1.7964497805, propagate_forward_time: 76.8134613037, propagate_backward_time: 117.7473144531, weight_update_time: 0.2128663361, other_time: 4.9241027832
epoch time: 15.8661956787s, input_fired_time: 0.2489896566, output_fired_time: 0.0000000000, propagate_forward_time: 14.9789543152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382513046
validation[          , genome  7080] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       775.54797, best error:       717.39636 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 202.1610260010s, input_fired_time: 2.0819447041, output_fired_time: 1.8197264671, propagate_forward_time: 76.3669357300, propagate_backward_time: 117.4746704102, weight_update_time: 0.1883730590, other_time: 4.4177474976
epoch time: 16.1452274323s, input_fired_time: 0.2554138899, output_fired_time: 0.0000000000, propagate_forward_time: 14.8843374252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0054759979
validation[          , genome  7080] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       824.14038, best error:       717.39636 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 205.8611755371s, input_fired_time: 2.0543859005, output_fired_time: 1.8821505308, propagate_forward_time: 78.4167098999, propagate_backward_time: 119.7074508667, weight_update_time: 0.1932345778, other_time: 3.8004760742
epoch time: 15.8428125381s, input_fired_time: 0.2538250983, output_fired_time: 0.0000000000, propagate_forward_time: 14.8964929581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6924943924
validation[          , genome  7080] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       837.42902, best error:       717.39636 on epoch:    66, 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: 79.6782073975s, input_fired_time: 1.3089294434, output_fired_time: 0.0000000000, propagate_forward_time: 74.2016220093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1676559448
best training[          , genome  7080] predictions:   49648/  50000 (99.30%), best:    9794/10000 (97.94%), error:      1468.19580, best error:       717.39636 on epoch:    66, 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: 16.2957801819s, input_fired_time: 0.2528081834, output_fired_time: 0.0000000000, propagate_forward_time: 15.4520597458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909128189
   testing[          , genome  7080] predictions:    9807/  10000 (98.07%), best:    9794/10000 (97.94%), error:       653.02814, best error:       717.39636 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:16:22 (10384): called boinc_finish(0)

</stderr_txt>
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