Nameexact_genome_1512568488_45_6589_1
Workunit2604196
Created7 Dec 2017, 20:49:10 UTC
Sent7 Dec 2017, 20:49:40 UTC
Report deadline20 Dec 2017, 15:06:25 UTC
Received9 Dec 2017, 15:11:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time7 hours 4 min 57 sec
CPU time6 hours 59 min 26 sec
Validate stateValid
Credit3,190.41
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.21 MB
Peak swap size156.72 MB
Peak disk usage2.88 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
843.58472 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 229.7689208984s, input_fired_time: 2.2036068439, output_fired_time: 2.2172627449, propagate_forward_time: 85.7240982056, propagate_backward_time: 135.8767547607, weight_update_time: 0.2790089846, other_time: 3.7471771240
epoch time: 17.4707069397s, input_fired_time: 0.2740348577, output_fired_time: 0.0000000000, propagate_forward_time: 16.5323257446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643466949
validation[          , genome  6589] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       809.00006, best error:       809.00006 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 230.2454223633s, input_fired_time: 2.2204382420, output_fired_time: 2.2263388634, propagate_forward_time: 85.7779541016, propagate_backward_time: 136.2690582275, weight_update_time: 0.2775034904, other_time: 3.7516326904
epoch time: 18.4588260651s, input_fired_time: 0.2845028341, output_fired_time: 0.0000000000, propagate_forward_time: 17.4906101227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837139130
validation[          , genome  6589] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       906.16986, best error:       809.00006 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 229.2312927246s, input_fired_time: 2.2109787464, output_fired_time: 2.2126216888, propagate_forward_time: 85.5109252930, propagate_backward_time: 135.5402526855, weight_update_time: 0.2782909870, other_time: 3.7565155029
epoch time: 17.7175979614s, input_fired_time: 0.2714709938, output_fired_time: 0.0000000000, propagate_forward_time: 16.7916488647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544780731
validation[          , genome  6589] predictions:    9748/  10000 (97.48%), best:    9746/10000 (97.46%), error:       827.33093, best error:       809.00006 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 229.6401824951s, input_fired_time: 2.2240602970, output_fired_time: 2.2278747559, propagate_forward_time: 85.8173141479, propagate_backward_time: 135.6014556885, weight_update_time: 0.2797111273, other_time: 3.7694854736
epoch time: 17.7908248901s, input_fired_time: 0.2767785192, output_fired_time: 0.0000000000, propagate_forward_time: 16.8248806000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891651154
validation[          , genome  6589] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       800.85614, best error:       800.85614 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 228.4085693359s, input_fired_time: 2.2132713795, output_fired_time: 2.2098844051, propagate_forward_time: 85.2419204712, propagate_backward_time: 134.9778289795, weight_update_time: 0.2803190053, other_time: 3.7656707764
epoch time: 17.5854206085s, input_fired_time: 0.2680462301, output_fired_time: 0.0000000000, propagate_forward_time: 16.6657352448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516399384
validation[          , genome  6589] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       808.68829, best error:       800.85614 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 229.9463806152s, input_fired_time: 2.2220573425, output_fired_time: 2.2298948765, propagate_forward_time: 85.8142089844, propagate_backward_time: 135.9133148193, weight_update_time: 0.2820232511, other_time: 3.7669067383
epoch time: 18.4886341095s, input_fired_time: 0.2793658376, output_fired_time: 0.0000000000, propagate_forward_time: 17.5404357910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688327789
validation[          , genome  6589] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       890.03033, best error:       800.85614 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 229.0452880859s, input_fired_time: 2.2179872990, output_fired_time: 2.2145230770, propagate_forward_time: 85.5204086304, propagate_backward_time: 135.3490600586, weight_update_time: 0.2783613503, other_time: 3.7433166504
epoch time: 18.1405620575s, input_fired_time: 0.2807196975, output_fired_time: 0.0000000000, propagate_forward_time: 17.1972885132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625537872
validation[          , genome  6589] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       784.45184, best error:       784.45184 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 229.6002197266s, input_fired_time: 2.2215304375, output_fired_time: 2.2133889198, propagate_forward_time: 85.6125259399, propagate_backward_time: 135.7855072021, weight_update_time: 0.2773565352, other_time: 3.7672576904
epoch time: 17.9419326782s, input_fired_time: 0.2789962888, output_fired_time: 0.0000000000, propagate_forward_time: 16.9931888580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697483063
validation[          , genome  6589] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       791.62762, best error:       784.45184 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 230.2743988037s, input_fired_time: 2.2346560955, output_fired_time: 2.2337186337, propagate_forward_time: 85.9688644409, propagate_backward_time: 136.0885772705, weight_update_time: 0.2777617574, other_time: 3.7485809326
epoch time: 18.0891971588s, input_fired_time: 0.2835947573, output_fired_time: 0.0000000000, propagate_forward_time: 17.1349582672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6706447601
validation[          , genome  6589] predictions:    9732/  10000 (97.32%), best:    9759/10000 (97.59%), error:       915.48987, best error:       784.45184 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 228.7921905518s, input_fired_time: 2.2197136879, output_fired_time: 2.2113971710, propagate_forward_time: 85.4702987671, propagate_backward_time: 135.1264495850, weight_update_time: 0.2801398337, other_time: 3.7643280029
epoch time: 17.8562393188s, input_fired_time: 0.2765465379, output_fired_time: 0.0000000000, propagate_forward_time: 16.9238662720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558265686
validation[          , genome  6589] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       833.78442, best error:       784.45184 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 229.1522827148s, input_fired_time: 2.2260916233, output_fired_time: 2.2034299374, propagate_forward_time: 85.4676742554, propagate_backward_time: 135.4682464600, weight_update_time: 0.2801732123, other_time: 3.7868499756
epoch time: 17.6046695709s, input_fired_time: 0.2779426575, output_fired_time: 0.0000000000, propagate_forward_time: 16.6594524384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6672744751
validation[          , genome  6589] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       802.86591, best error:       784.45184 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 230.8500061035s, input_fired_time: 2.2381043434, output_fired_time: 2.2376608849, propagate_forward_time: 86.1468200684, propagate_backward_time: 136.4465637207, weight_update_time: 0.2831563950, other_time: 3.7808685303
epoch time: 18.4985389709s, input_fired_time: 0.2860454321, output_fired_time: 0.0000000000, propagate_forward_time: 17.5462112427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6662826538
validation[          , genome  6589] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       892.83514, best error:       784.45184 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 229.6618194580s, input_fired_time: 2.2202799320, output_fired_time: 2.2307980061, propagate_forward_time: 85.7367324829, propagate_backward_time: 135.7086181641, weight_update_time: 0.2815453708, other_time: 3.7653808594
epoch time: 17.8832912445s, input_fired_time: 0.2777200043, output_fired_time: 0.0000000000, propagate_forward_time: 16.9475917816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579799652
validation[          , genome  6589] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       782.23474, best error:       782.23474 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 230.6417541504s, input_fired_time: 2.2246527672, output_fired_time: 2.2114150524, propagate_forward_time: 86.2384033203, propagate_backward_time: 136.1998443604, weight_update_time: 0.2838473916, other_time: 3.7674407959
epoch time: 18.4344978333s, input_fired_time: 0.2837741077, output_fired_time: 0.0000000000, propagate_forward_time: 17.4772567749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734676361
validation[          , genome  6589] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       820.94312, best error:       782.23474 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 230.0123291016s, input_fired_time: 2.2309796810, output_fired_time: 2.2202849388, propagate_forward_time: 85.8970565796, propagate_backward_time: 135.8989715576, weight_update_time: 0.2805654705, other_time: 3.7650299072
epoch time: 18.0469017029s, input_fired_time: 0.2784812152, output_fired_time: 0.0000000000, propagate_forward_time: 17.1094570160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589641571
validation[          , genome  6589] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       764.87891, best error:       764.87891 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 229.1323394775s, input_fired_time: 2.2226688862, output_fired_time: 2.2109205723, propagate_forward_time: 85.6391525269, propagate_backward_time: 135.3000793457, weight_update_time: 0.2794001698, other_time: 3.7595214844
epoch time: 17.6162738800s, input_fired_time: 0.2776946723, output_fired_time: 0.0000000000, propagate_forward_time: 16.6751461029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634330750
validation[          , genome  6589] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       823.24945, best error:       764.87891 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 229.5374603271s, input_fired_time: 2.2298145294, output_fired_time: 2.2192115784, propagate_forward_time: 85.6887054443, propagate_backward_time: 135.6656494141, weight_update_time: 0.2779970765, other_time: 3.7340850830
epoch time: 18.0053596497s, input_fired_time: 0.2810780704, output_fired_time: 0.0000000000, propagate_forward_time: 17.0501670837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741142273
validation[          , genome  6589] predictions:    9683/  10000 (96.83%), best:    9769/10000 (97.69%), error:       982.32166, best error:       764.87891 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 230.7185363770s, input_fired_time: 2.2373871803, output_fired_time: 2.2373058796, propagate_forward_time: 85.9878540039, propagate_backward_time: 136.4702301025, weight_update_time: 0.2840739489, other_time: 3.7857666016
epoch time: 18.3115005493s, input_fired_time: 0.2850326300, output_fired_time: 0.0000000000, propagate_forward_time: 17.3488388062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6776294708
validation[          , genome  6589] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       746.46472, best error:       746.46472 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 229.4995422363s, input_fired_time: 2.2333977222, output_fired_time: 2.2200210094, propagate_forward_time: 85.4166641235, propagate_backward_time: 135.8361053467, weight_update_time: 0.2809007168, other_time: 3.7933502197
epoch time: 18.3555603027s, input_fired_time: 0.2825199962, output_fired_time: 0.0000000000, propagate_forward_time: 17.3989639282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740760803
validation[          , genome  6589] predictions:    9674/  10000 (96.74%), best:    9764/10000 (97.64%), error:      1047.60547, best error:       746.46472 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 229.8090057373s, input_fired_time: 2.2260284424, output_fired_time: 2.2133753300, propagate_forward_time: 85.6997222900, propagate_backward_time: 135.9051971436, weight_update_time: 0.2792946994, other_time: 3.7646789551
epoch time: 18.1274929047s, input_fired_time: 0.2790279388, output_fired_time: 0.0000000000, propagate_forward_time: 17.1846542358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638107300
validation[          , genome  6589] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       823.38019, best error:       746.46472 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 228.5670318604s, input_fired_time: 2.2308206558, output_fired_time: 2.2072646618, propagate_forward_time: 85.4363021851, propagate_backward_time: 134.9350585938, weight_update_time: 0.2782129645, other_time: 3.7575988770
epoch time: 18.2011642456s, input_fired_time: 0.2845802605, output_fired_time: 0.0000000000, propagate_forward_time: 17.2425212860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740627289
validation[          , genome  6589] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       809.13580, best error:       746.46472 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 230.4995422363s, input_fired_time: 2.2437534332, output_fired_time: 2.2123148441, propagate_forward_time: 86.2223663330, propagate_backward_time: 136.0703125000, weight_update_time: 0.2811112106, other_time: 3.7507934570
epoch time: 18.4089736938s, input_fired_time: 0.2866415381, output_fired_time: 0.0000000000, propagate_forward_time: 17.4459609985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763706207
validation[          , genome  6589] predictions:    9740/  10000 (97.40%), best:    9764/10000 (97.64%), error:       880.79980, best error:       746.46472 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 229.8762969971s, input_fired_time: 2.2352259159, output_fired_time: 2.2252132893, propagate_forward_time: 85.5733795166, propagate_backward_time: 136.0722961426, weight_update_time: 0.2817691863, other_time: 3.7701721191
epoch time: 18.4317703247s, input_fired_time: 0.2819097042, output_fired_time: 0.0000000000, propagate_forward_time: 17.4890193939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6608409882
validation[          , genome  6589] predictions:    9691/  10000 (96.91%), best:    9764/10000 (97.64%), error:      1039.17639, best error:       746.46472 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 229.2743530273s, input_fired_time: 2.2336461544, output_fired_time: 2.2143027782, propagate_forward_time: 85.5791778564, propagate_backward_time: 135.4885406494, weight_update_time: 0.2814602852, other_time: 3.7586822510
epoch time: 18.1171875000s, input_fired_time: 0.2801712155, output_fired_time: 0.0000000000, propagate_forward_time: 17.1712646484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657524109
validation[          , genome  6589] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       882.45300, best error:       746.46472 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 231.3995361328s, input_fired_time: 2.2435333729, output_fired_time: 2.2377064228, propagate_forward_time: 86.3032684326, propagate_backward_time: 136.8372344971, weight_update_time: 0.2797969878, other_time: 3.7778015137
epoch time: 17.8650817871s, input_fired_time: 0.2765580714, output_fired_time: 0.0000000000, propagate_forward_time: 16.9227542877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657695770
validation[          , genome  6589] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       815.86188, best error:       746.46472 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 229.4438171387s, input_fired_time: 2.2362020016, output_fired_time: 2.2156786919, propagate_forward_time: 85.6852340698, propagate_backward_time: 135.5451660156, weight_update_time: 0.2799576223, other_time: 3.7615356445
epoch time: 17.9902362823s, input_fired_time: 0.2830987275, output_fired_time: 0.0000000000, propagate_forward_time: 17.0443401337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6627979279
validation[          , genome  6589] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       827.39795, best error:       746.46472 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 230.0995025635s, input_fired_time: 2.2418906689, output_fired_time: 2.2190396786, propagate_forward_time: 85.7798614502, propagate_backward_time: 136.0928802490, weight_update_time: 0.2816031575, other_time: 3.7658233643
epoch time: 18.3972244263s, input_fired_time: 0.2836471498, output_fired_time: 0.0000000000, propagate_forward_time: 17.4459800720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675968170
validation[          , genome  6589] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       780.23407, best error:       746.46472 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 230.1531524658s, input_fired_time: 2.2385959625, output_fired_time: 2.2244756222, propagate_forward_time: 85.8267745972, propagate_backward_time: 136.1113891602, weight_update_time: 0.2814527154, other_time: 3.7519226074
epoch time: 18.2564239502s, input_fired_time: 0.2838649750, output_fired_time: 0.0000000000, propagate_forward_time: 17.3033256531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692333221
validation[          , genome  6589] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       741.47699, best error:       741.47699 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 230.7432250977s, input_fired_time: 2.2384710312, output_fired_time: 2.2246248722, propagate_forward_time: 86.1234664917, propagate_backward_time: 136.3774261475, weight_update_time: 0.2818839848, other_time: 3.7792510986
epoch time: 17.0356750488s, input_fired_time: 0.2698830962, output_fired_time: 0.0000000000, propagate_forward_time: 16.1222572327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435356140
validation[          , genome  6589] predictions:    9765/  10000 (97.65%), best:    9766/10000 (97.66%), error:       788.28961, best error:       741.47699 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 229.9845733643s, input_fired_time: 2.2445423603, output_fired_time: 2.2188239098, propagate_forward_time: 85.9492645264, propagate_backward_time: 135.8176269531, weight_update_time: 0.2805379033, other_time: 3.7543182373
epoch time: 17.8679294586s, input_fired_time: 0.2801449895, output_fired_time: 0.0000000000, propagate_forward_time: 16.9203186035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6674652100
validation[          , genome  6589] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       791.43689, best error:       741.47699 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 229.8214263916s, input_fired_time: 2.2366647720, output_fired_time: 2.2097430229, propagate_forward_time: 85.9190750122, propagate_backward_time: 135.6962432861, weight_update_time: 0.2783123255, other_time: 3.7596893311
epoch time: 17.8199539185s, input_fired_time: 0.2769891024, output_fired_time: 0.0000000000, propagate_forward_time: 16.8890895844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538753510
validation[          , genome  6589] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       709.20361, best error:       709.20361 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 231.2918701172s, input_fired_time: 2.2547054291, output_fired_time: 2.2419250011, propagate_forward_time: 86.5234603882, propagate_backward_time: 136.5088500977, weight_update_time: 0.2808160186, other_time: 3.7629394531
epoch time: 17.9009609222s, input_fired_time: 0.2793605328, output_fired_time: 0.0000000000, propagate_forward_time: 16.9562816620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6653194427
validation[          , genome  6589] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       774.87628, best error:       709.20361 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 228.0575408936s, input_fired_time: 2.2203476429, output_fired_time: 2.2107763290, propagate_forward_time: 84.9428939819, propagate_backward_time: 134.9305419922, weight_update_time: 0.2804639339, other_time: 3.7529907227
epoch time: 18.5318088531s, input_fired_time: 0.2870635092, output_fired_time: 0.0000000000, propagate_forward_time: 17.5626430511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821022034
validation[          , genome  6589] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       679.18695, best error:       679.18695 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 226.6206054688s, input_fired_time: 2.2122015953, output_fired_time: 2.2026896477, propagate_forward_time: 84.6162643433, propagate_backward_time: 133.8735504150, weight_update_time: 0.2757065594, other_time: 3.7158966064
epoch time: 18.4443607330s, input_fired_time: 0.2856585681, output_fired_time: 0.0000000000, propagate_forward_time: 17.4797286987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789741516
validation[          , genome  6589] predictions:    9743/  10000 (97.43%), best:    9795/10000 (97.95%), error:       866.56671, best error:       679.18695 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 230.2175598145s, input_fired_time: 2.2467684746, output_fired_time: 2.2196927071, propagate_forward_time: 86.1264953613, propagate_backward_time: 135.8820800781, weight_update_time: 0.2789641619, other_time: 3.7425231934
epoch time: 17.5475349426s, input_fired_time: 0.2769810855, output_fired_time: 0.0000000000, propagate_forward_time: 16.6123943329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581592560
validation[          , genome  6589] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       783.67218, best error:       679.18695 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 228.7859039307s, input_fired_time: 2.2388207912, output_fired_time: 2.2178797722, propagate_forward_time: 85.3975143433, propagate_backward_time: 135.1723632813, weight_update_time: 0.2810943723, other_time: 3.7593383789
epoch time: 17.6768589020s, input_fired_time: 0.2776764333, output_fired_time: 0.0000000000, propagate_forward_time: 16.7402057648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589775085
validation[          , genome  6589] predictions:    9760/  10000 (97.60%), best:    9795/10000 (97.95%), error:       795.81989, best error:       679.18695 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 230.8978271484s, input_fired_time: 2.2528781891, output_fired_time: 2.2254309654, propagate_forward_time: 86.1138153076, propagate_backward_time: 136.5234832764, weight_update_time: 0.2806165814, other_time: 3.7822113037
epoch time: 17.8231182098s, input_fired_time: 0.2825444639, output_fired_time: 0.0000000000, propagate_forward_time: 16.8748645782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657085419
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9795/10000 (97.95%), error:       751.29254, best error:       679.18695 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 229.0336303711s, input_fired_time: 2.2404031754, output_fired_time: 2.2098746300, propagate_forward_time: 85.3367233276, propagate_backward_time: 135.4743347168, weight_update_time: 0.2804042101, other_time: 3.7723083496
epoch time: 18.1738185883s, input_fired_time: 0.2839459777, output_fired_time: 0.0000000000, propagate_forward_time: 17.2179374695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719360352
validation[          , genome  6589] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       672.08197, best error:       672.08197 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 232.2930297852s, input_fired_time: 2.2628304958, output_fired_time: 2.2325563431, propagate_forward_time: 86.6306533813, propagate_backward_time: 137.3783874512, weight_update_time: 0.2821004093, other_time: 3.7886047363
epoch time: 17.8885288239s, input_fired_time: 0.2782542706, output_fired_time: 0.0000000000, propagate_forward_time: 16.9523277283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579475403
validation[          , genome  6589] predictions:    9715/  10000 (97.15%), best:    9790/10000 (97.90%), error:       934.41772, best error:       672.08197 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 230.9158020020s, input_fired_time: 2.2465426922, output_fired_time: 2.2178940773, propagate_forward_time: 86.1588821411, propagate_backward_time: 136.5315093994, weight_update_time: 0.2830001116, other_time: 3.7609710693
epoch time: 18.1989650726s, input_fired_time: 0.2855138481, output_fired_time: 0.0000000000, propagate_forward_time: 17.2293071747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841449738
validation[          , genome  6589] predictions:    9696/  10000 (96.96%), best:    9790/10000 (97.90%), error:       959.46033, best error:       672.08197 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 228.7095642090s, input_fired_time: 2.2434716225, output_fired_time: 2.2066009045, propagate_forward_time: 85.6328201294, propagate_backward_time: 134.8783721924, weight_update_time: 0.2778568864, other_time: 3.7483062744
epoch time: 18.4065208435s, input_fired_time: 0.2853909433, output_fired_time: 0.0000000000, propagate_forward_time: 17.4426422119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784877777
validation[          , genome  6589] predictions:    9766/  10000 (97.66%), best:    9790/10000 (97.90%), error:       774.83502, best error:       672.08197 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 227.8136596680s, input_fired_time: 2.2284896374, output_fired_time: 2.1990258694, propagate_forward_time: 85.0576324463, propagate_backward_time: 134.5907592773, weight_update_time: 0.2763704658, other_time: 3.7377624512
epoch time: 18.1087169647s, input_fired_time: 0.2832576334, output_fired_time: 0.0000000000, propagate_forward_time: 17.1589851379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664733887
validation[          , genome  6589] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       746.19025, best error:       672.08197 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 226.0438690186s, input_fired_time: 2.2110555172, output_fired_time: 2.1745321751, propagate_forward_time: 84.3448181152, propagate_backward_time: 133.6060791016, weight_update_time: 0.2740608454, other_time: 3.7073822021
epoch time: 18.2722244263s, input_fired_time: 0.2874135077, output_fired_time: 0.0000000000, propagate_forward_time: 17.3181991577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666126251
validation[          , genome  6589] predictions:    9692/  10000 (96.92%), best:    9790/10000 (97.90%), error:      1038.11926, best error:       672.08197 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 230.9024505615s, input_fired_time: 2.2540948391, output_fired_time: 2.2335288525, propagate_forward_time: 86.1374664307, propagate_backward_time: 136.4776611328, weight_update_time: 0.2839051187, other_time: 3.7996978760
epoch time: 18.1251831055s, input_fired_time: 0.2864314020, output_fired_time: 0.0000000000, propagate_forward_time: 17.1760635376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6626873016
validation[          , genome  6589] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       831.42017, best error:       672.08197 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 230.1248626709s, input_fired_time: 2.2549386024, output_fired_time: 2.2185521126, propagate_forward_time: 85.6582183838, propagate_backward_time: 136.2180786133, weight_update_time: 0.2823925018, other_time: 3.7750701904
epoch time: 18.1110572815s, input_fired_time: 0.2843772769, output_fired_time: 0.0000000000, propagate_forward_time: 17.1576404572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6690387726
validation[          , genome  6589] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       823.43536, best error:       672.08197 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 231.1141815186s, input_fired_time: 2.2650017738, output_fired_time: 2.2250168324, propagate_forward_time: 86.3800048828, propagate_backward_time: 136.4597320557, weight_update_time: 0.2821494043, other_time: 3.7844238281
epoch time: 18.0427150726s, input_fired_time: 0.2850748599, output_fired_time: 0.0000000000, propagate_forward_time: 17.0920734406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655673981
validation[          , genome  6589] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       704.40167, best error:       672.08197 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 230.5212860107s, input_fired_time: 2.2556824684, output_fired_time: 2.2253947258, propagate_forward_time: 85.9445648193, propagate_backward_time: 136.3255462646, weight_update_time: 0.2807618082, other_time: 3.7701110840
epoch time: 18.1857776642s, input_fired_time: 0.2845298648, output_fired_time: 0.0000000000, propagate_forward_time: 17.2399387360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613082886
validation[          , genome  6589] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       757.68195, best error:       672.08197 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 229.5299072266s, input_fired_time: 2.2501313686, output_fired_time: 2.2152566910, propagate_forward_time: 85.7011566162, propagate_backward_time: 135.6133117676, weight_update_time: 0.2801483572, other_time: 3.7500457764
epoch time: 17.7896270752s, input_fired_time: 0.2798912227, output_fired_time: 0.0000000000, propagate_forward_time: 16.8464813232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632537842
validation[          , genome  6589] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       846.18848, best error:       672.08197 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 230.3214416504s, input_fired_time: 2.2527394295, output_fired_time: 2.2129039764, propagate_forward_time: 86.2133483887, propagate_backward_time: 135.8966217041, weight_update_time: 0.2789087594, other_time: 3.7458190918
epoch time: 18.0909175873s, input_fired_time: 0.2844169438, output_fired_time: 0.0000000000, propagate_forward_time: 17.1448879242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616134644
validation[          , genome  6589] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       728.04126, best error:       672.08197 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 229.8228454590s, input_fired_time: 2.2471807003, output_fired_time: 2.2064108849, propagate_forward_time: 85.7056274414, propagate_backward_time: 135.9147949219, weight_update_time: 0.2794212997, other_time: 3.7488403320
epoch time: 17.6556854248s, input_fired_time: 0.2801040411, output_fired_time: 0.0000000000, propagate_forward_time: 16.7185325623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570491791
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       785.75684, best error:       672.08197 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 230.9388427734s, input_fired_time: 2.2520008087, output_fired_time: 2.2302653790, propagate_forward_time: 86.2124481201, propagate_backward_time: 136.5025329590, weight_update_time: 0.2784428000, other_time: 3.7415924072
epoch time: 18.2486934662s, input_fired_time: 0.2850294411, output_fired_time: 0.0000000000, propagate_forward_time: 17.3033065796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603565216
validation[          , genome  6589] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       813.26190, best error:       672.08197 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 231.1158599854s, input_fired_time: 2.2620365620, output_fired_time: 2.2256920338, propagate_forward_time: 86.4435501099, propagate_backward_time: 136.4285736084, weight_update_time: 0.2824396193, other_time: 3.7559967041
epoch time: 18.1911544800s, input_fired_time: 0.2847646475, output_fired_time: 0.0000000000, propagate_forward_time: 17.2445125580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6618766785
validation[          , genome  6589] predictions:    9724/  10000 (97.24%), best:    9790/10000 (97.90%), error:       906.65265, best error:       672.08197 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 231.4613189697s, input_fired_time: 2.2643597126, output_fired_time: 2.2326245308, propagate_forward_time: 86.6818161011, propagate_backward_time: 136.5265350342, weight_update_time: 0.2833861411, other_time: 3.7559967041
epoch time: 18.5241813660s, input_fired_time: 0.2896023989, output_fired_time: 0.0000000000, propagate_forward_time: 17.5582809448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762981415
validation[          , genome  6589] predictions:    9697/  10000 (96.97%), best:    9790/10000 (97.90%), error:       957.96759, best error:       672.08197 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 230.7565155029s, input_fired_time: 2.2592384815, output_fired_time: 2.2278947830, propagate_forward_time: 86.1087112427, propagate_backward_time: 136.4171600342, weight_update_time: 0.2807950974, other_time: 3.7435150146
epoch time: 17.8949317932s, input_fired_time: 0.2852111459, output_fired_time: 0.0000000000, propagate_forward_time: 16.9452209473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644992828
validation[          , genome  6589] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       828.65112, best error:       672.08197 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 231.6021423340s, input_fired_time: 2.2625427246, output_fired_time: 2.2334964275, propagate_forward_time: 86.4102325439, propagate_backward_time: 136.9095306396, weight_update_time: 0.2817171514, other_time: 3.7863464355
epoch time: 18.0966663361s, input_fired_time: 0.2860382795, output_fired_time: 0.0000000000, propagate_forward_time: 17.1466999054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6639289856
validation[          , genome  6589] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       757.88824, best error:       672.08197 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 230.5205535889s, input_fired_time: 2.2628064156, output_fired_time: 2.2194802761, propagate_forward_time: 86.3569564819, propagate_backward_time: 135.9385375977, weight_update_time: 0.2778377235, other_time: 3.7427673340
epoch time: 18.4667644501s, input_fired_time: 0.2898174524, output_fired_time: 0.0000000000, propagate_forward_time: 17.5079574585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6689891815
validation[          , genome  6589] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       716.06030, best error:       672.08197 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 230.8183593750s, input_fired_time: 2.2556061745, output_fired_time: 2.2163162231, propagate_forward_time: 86.1095733643, propagate_backward_time: 136.4685363770, weight_update_time: 0.2813569903, other_time: 3.7683258057
epoch time: 18.4944515228s, input_fired_time: 0.2865666747, output_fired_time: 0.0000000000, propagate_forward_time: 17.5382518768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6696338654
validation[          , genome  6589] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       730.79352, best error:       672.08197 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 230.1511993408s, input_fired_time: 2.2537913322, output_fired_time: 2.2254002094, propagate_forward_time: 85.9123764038, propagate_backward_time: 136.0256347656, weight_update_time: 0.2817837596, other_time: 3.7340087891
epoch time: 18.3303604126s, input_fired_time: 0.2866340578, output_fired_time: 0.0000000000, propagate_forward_time: 17.3846073151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591186523
validation[          , genome  6589] predictions:    9794/  10000 (97.94%), best:    9790/10000 (97.90%), error:       696.24670, best error:       672.08197 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 231.0590972900s, input_fired_time: 2.2725923061, output_fired_time: 2.2380154133, propagate_forward_time: 86.5612258911, propagate_backward_time: 136.2315063477, weight_update_time: 0.2808014452, other_time: 3.7557373047
epoch time: 18.2120933533s, input_fired_time: 0.2900186479, output_fired_time: 0.0000000000, propagate_forward_time: 17.2486877441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733875275
validation[          , genome  6589] predictions:    9794/  10000 (97.94%), best:    9790/10000 (97.90%), error:       675.50934, best error:       672.08197 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 231.5638427734s, input_fired_time: 2.2696318626, output_fired_time: 2.2308945656, propagate_forward_time: 86.4532546997, propagate_backward_time: 136.8508300781, weight_update_time: 0.2798644900, other_time: 3.7592163086
epoch time: 18.1345310211s, input_fired_time: 0.2862978280, output_fired_time: 0.0000000000, propagate_forward_time: 17.1798439026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6683883667
validation[          , genome  6589] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       788.98474, best error:       672.08197 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 228.0692138672s, input_fired_time: 2.2416112423, output_fired_time: 2.2000765800, propagate_forward_time: 85.2124176025, propagate_backward_time: 134.6764984131, weight_update_time: 0.2804981470, other_time: 3.7386169434
epoch time: 18.2306537628s, input_fired_time: 0.2866691649, output_fired_time: 0.0000000000, propagate_forward_time: 17.2868690491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571159363
validation[          , genome  6589] predictions:    9796/  10000 (97.96%), best:    9790/10000 (97.90%), error:       700.32593, best error:       672.08197 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 230.1621398926s, input_fired_time: 2.2758078575, output_fired_time: 2.2176952362, propagate_forward_time: 86.3571319580, propagate_backward_time: 135.5496215820, weight_update_time: 0.2791568041, other_time: 3.7618865967
epoch time: 18.5220527649s, input_fired_time: 0.2904140055, output_fired_time: 0.0000000000, propagate_forward_time: 17.5696659088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619720459
validation[          , genome  6589] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       747.17456, best error:       672.08197 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 231.4860534668s, input_fired_time: 2.2828245163, output_fired_time: 2.2288241386, propagate_forward_time: 86.3919601440, propagate_backward_time: 136.8003540039, weight_update_time: 0.2809713483, other_time: 3.7821044922
epoch time: 18.7507228851s, input_fired_time: 0.2899923921, output_fired_time: 0.0000000000, propagate_forward_time: 17.7872924805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734371185
validation[          , genome  6589] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       776.58447, best error:       672.08197 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 231.7276153564s, input_fired_time: 2.2830498219, output_fired_time: 2.2354073524, propagate_forward_time: 86.9116744995, propagate_backward_time: 136.5449218750, weight_update_time: 0.2805129588, other_time: 3.7525634766
epoch time: 18.3606376648s, input_fired_time: 0.2862137854, output_fired_time: 0.0000000000, propagate_forward_time: 17.4109649658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634597778
validation[          , genome  6589] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       867.27490, best error:       672.08197 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 231.5731658936s, input_fired_time: 2.2742755413, output_fired_time: 2.2455930710, propagate_forward_time: 86.4239807129, propagate_backward_time: 136.8538055420, weight_update_time: 0.2821752131, other_time: 3.7755126953
epoch time: 18.0626068115s, input_fired_time: 0.2878825665, output_fired_time: 0.0000000000, propagate_forward_time: 17.1200981140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6546268463
validation[          , genome  6589] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       746.55792, best error:       672.08197 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 230.4485321045s, input_fired_time: 2.2720282078, output_fired_time: 2.2241284847, propagate_forward_time: 86.1087036133, propagate_backward_time: 136.0930633545, weight_update_time: 0.2804661095, other_time: 3.7506103516
epoch time: 18.1734313965s, input_fired_time: 0.2890013158, output_fired_time: 0.0000000000, propagate_forward_time: 17.2207870483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636428833
validation[          , genome  6589] predictions:    9749/  10000 (97.49%), best:    9790/10000 (97.90%), error:       808.79279, best error:       672.08197 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 228.7644805908s, input_fired_time: 2.2521731853, output_fired_time: 2.2000706196, propagate_forward_time: 85.4492416382, propagate_backward_time: 135.1309356689, weight_update_time: 0.2776138783, other_time: 3.7320709229
epoch time: 17.5208568573s, input_fired_time: 0.2797638774, output_fired_time: 0.0000000000, propagate_forward_time: 16.5852546692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558380127
validation[          , genome  6589] predictions:    9749/  10000 (97.49%), best:    9790/10000 (97.90%), error:       896.33264, best error:       672.08197 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 230.9966735840s, input_fired_time: 2.2639284134, output_fired_time: 2.2128398418, propagate_forward_time: 86.2897109985, propagate_backward_time: 136.4663391113, weight_update_time: 0.2799929976, other_time: 3.7638549805
epoch time: 18.4721565247s, input_fired_time: 0.2888901234, output_fired_time: 0.0000000000, propagate_forward_time: 17.5203971863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628684998
validation[          , genome  6589] predictions:    9761/  10000 (97.61%), best:    9790/10000 (97.90%), error:       844.66199, best error:       672.08197 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 229.8549652100s, input_fired_time: 2.2649505138, output_fired_time: 2.2211868763, propagate_forward_time: 85.7259063721, propagate_backward_time: 135.8833465576, weight_update_time: 0.2803935111, other_time: 3.7595672607
epoch time: 18.4126605988s, input_fired_time: 0.2877113819, output_fired_time: 0.0000000000, propagate_forward_time: 17.4486541748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762943268
validation[          , genome  6589] predictions:    9740/  10000 (97.40%), best:    9790/10000 (97.90%), error:       810.39825, best error:       672.08197 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 230.7583007813s, input_fired_time: 2.2662844658, output_fired_time: 2.2201776505, propagate_forward_time: 86.2994155884, propagate_backward_time: 136.2111816406, weight_update_time: 0.2781440020, other_time: 3.7612304688
epoch time: 18.4494209290s, input_fired_time: 0.2904086113, output_fired_time: 0.0000000000, propagate_forward_time: 17.4983577728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606540680
validation[          , genome  6589] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       748.50665, best error:       672.08197 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 230.9249420166s, input_fired_time: 2.2909522057, output_fired_time: 2.2375729084, propagate_forward_time: 86.6014404297, propagate_backward_time: 136.0304412842, weight_update_time: 0.2802506387, other_time: 3.7645263672
epoch time: 18.2389678955s, input_fired_time: 0.2897523642, output_fired_time: 0.0000000000, propagate_forward_time: 17.2812156677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679992676
validation[          , genome  6589] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       754.13739, best error:       672.08197 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 231.8027343750s, input_fired_time: 2.2876551151, output_fired_time: 2.2302043438, propagate_forward_time: 86.7206497192, propagate_backward_time: 136.8019561768, weight_update_time: 0.2802590132, other_time: 3.7622528076
epoch time: 18.1860389709s, input_fired_time: 0.2910211384, output_fired_time: 0.0000000000, propagate_forward_time: 17.2194957733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6755218506
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       736.97119, best error:       672.08197 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 228.0900573730s, input_fired_time: 2.2553794384, output_fired_time: 2.1968777180, propagate_forward_time: 85.2595443726, propagate_backward_time: 134.6460571289, weight_update_time: 0.2781552672, other_time: 3.7321777344
epoch time: 18.4758930206s, input_fired_time: 0.2926412821, output_fired_time: 0.0000000000, propagate_forward_time: 17.5177078247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655445099
validation[          , genome  6589] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       787.69720, best error:       672.08197 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 231.5360870361s, input_fired_time: 2.2841520309, output_fired_time: 2.2426540852, propagate_forward_time: 86.4135589600, propagate_backward_time: 136.8314666748, weight_update_time: 0.2848511338, other_time: 3.7642517090
epoch time: 17.7814750671s, input_fired_time: 0.2846969366, output_fired_time: 0.0000000000, propagate_forward_time: 16.8446979523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6520805359
validation[          , genome  6589] predictions:    9744/  10000 (97.44%), best:    9790/10000 (97.90%), error:       896.98138, best error:       672.08197 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 231.7234649658s, input_fired_time: 2.2898705006, output_fired_time: 2.2334046364, propagate_forward_time: 86.8971176147, propagate_backward_time: 136.5341186523, weight_update_time: 0.2826403975, other_time: 3.7689514160
epoch time: 18.1959114075s, input_fired_time: 0.2890944183, output_fired_time: 0.0000000000, propagate_forward_time: 17.2374897003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693267822
validation[          , genome  6589] predictions:    9716/  10000 (97.16%), best:    9790/10000 (97.90%), error:       929.90186, best error:       672.08197 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 231.8924102783s, input_fired_time: 2.2845063210, output_fired_time: 2.2237715721, propagate_forward_time: 86.6659698486, propagate_backward_time: 136.9557189941, weight_update_time: 0.2806731164, other_time: 3.7624511719
epoch time: 18.3123817444s, input_fired_time: 0.2962182760, output_fired_time: 0.0000000000, propagate_forward_time: 17.3414096832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747531891
validation[          , genome  6589] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       835.48871, best error:       672.08197 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 232.0347595215s, input_fired_time: 2.2915999889, output_fired_time: 2.2534940243, propagate_forward_time: 87.0144500732, propagate_backward_time: 136.7007598877, weight_update_time: 0.2823096812, other_time: 3.7744598389
epoch time: 17.8816871643s, input_fired_time: 0.2819898725, output_fired_time: 0.0000000000, propagate_forward_time: 16.9499416351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497554779
validation[          , genome  6589] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       748.58325, best error:       672.08197 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 230.5993804932s, input_fired_time: 2.2721421719, output_fired_time: 2.2213609219, propagate_forward_time: 86.1887207031, propagate_backward_time: 136.1801757813, weight_update_time: 0.2816957533, other_time: 3.7369842529
epoch time: 18.1544227600s, input_fired_time: 0.2892903984, output_fired_time: 0.0000000000, propagate_forward_time: 17.1996746063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6654586792
validation[          , genome  6589] predictions:    9657/  10000 (96.57%), best:    9790/10000 (97.90%), error:      1094.47034, best error:       672.08197 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 229.9739990234s, input_fired_time: 2.2743227482, output_fired_time: 2.2233412266, propagate_forward_time: 85.8208160400, propagate_backward_time: 135.8984069824, weight_update_time: 0.2801438570, other_time: 3.7571105957
epoch time: 18.3655014038s, input_fired_time: 0.2868885994, output_fired_time: 0.0000000000, propagate_forward_time: 17.4190025330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596107483
validation[          , genome  6589] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       791.55438, best error:       672.08197 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 231.7019348145s, input_fired_time: 2.2896387577, output_fired_time: 2.2274906635, propagate_forward_time: 87.0153961182, propagate_backward_time: 136.4084472656, weight_update_time: 0.2806811929, other_time: 3.7609558105
epoch time: 18.1484050751s, input_fired_time: 0.2941806614, output_fired_time: 0.0000000000, propagate_forward_time: 17.1841354370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6700897217
validation[          , genome  6589] predictions:    9793/  10000 (97.93%), best:    9790/10000 (97.90%), error:       697.11115, best error:       672.08197 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 230.5105590820s, input_fired_time: 2.2709896564, output_fired_time: 2.2269637585, propagate_forward_time: 85.8729171753, propagate_backward_time: 136.3899383545, weight_update_time: 0.2797809541, other_time: 3.7497406006
epoch time: 17.7176208496s, input_fired_time: 0.2840216458, output_fired_time: 0.0000000000, propagate_forward_time: 16.7812595367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523399353
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       722.76691, best error:       672.08197 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 229.2289276123s, input_fired_time: 2.2831344604, output_fired_time: 2.2211997509, propagate_forward_time: 85.5636825562, propagate_backward_time: 135.4312286377, weight_update_time: 0.2813178301, other_time: 3.7296905518
epoch time: 18.3986816406s, input_fired_time: 0.2913845479, output_fired_time: 0.0000000000, propagate_forward_time: 17.4425773621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647205353
validation[          , genome  6589] predictions:    9782/  10000 (97.82%), best:    9790/10000 (97.90%), error:       782.39471, best error:       672.08197 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 229.6660308838s, input_fired_time: 2.2831780910, output_fired_time: 2.2048587799, propagate_forward_time: 85.9942398071, propagate_backward_time: 135.4367370605, weight_update_time: 0.2778107524, other_time: 3.7470092773
epoch time: 18.0313014984s, input_fired_time: 0.2887757123, output_fired_time: 0.0000000000, propagate_forward_time: 17.0760307312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664943695
validation[          , genome  6589] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       836.02466, best error:       672.08197 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 230.0711059570s, input_fired_time: 2.2815001011, output_fired_time: 2.2267551422, propagate_forward_time: 85.8233184814, propagate_backward_time: 135.9767150879, weight_update_time: 0.2798536122, other_time: 3.7628173828
epoch time: 18.6846199036s, input_fired_time: 0.2935284674, output_fired_time: 0.0000000000, propagate_forward_time: 17.7245502472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665420532
validation[          , genome  6589] predictions:    9739/  10000 (97.39%), best:    9790/10000 (97.90%), error:       911.24774, best error:       672.08197 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 230.1651763916s, input_fired_time: 2.2755002975, output_fired_time: 2.2216875553, propagate_forward_time: 85.9021911621, propagate_backward_time: 136.0223846436, weight_update_time: 0.2813538015, other_time: 3.7434082031
epoch time: 18.3472862244s, input_fired_time: 0.2951841354, output_fired_time: 0.0000000000, propagate_forward_time: 17.3810214996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6710796356
validation[          , genome  6589] predictions:    9787/  10000 (97.87%), best:    9790/10000 (97.90%), error:       691.12146, best error:       672.08197 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 229.7252349854s, input_fired_time: 2.2806673050, output_fired_time: 2.2064411640, propagate_forward_time: 85.9254760742, propagate_backward_time: 135.5828857422, weight_update_time: 0.2776191533, other_time: 3.7297668457
epoch time: 18.1429939270s, input_fired_time: 0.2900748551, output_fired_time: 0.0000000000, propagate_forward_time: 17.1943340302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585845947
validation[          , genome  6589] predictions:    9781/  10000 (97.81%), best:    9790/10000 (97.90%), error:       719.52673, best error:       672.08197 on epoch:    52, 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: 88.6354064941s, input_fired_time: 1.3961246014, output_fired_time: 0.0000000000, propagate_forward_time: 83.8877563477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3515243530
best training[          , genome  6589] predictions:   49757/  50000 (99.51%), best:    9790/10000 (97.90%), error:      1138.22986, best error:       672.08197 on epoch:    52, 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: 17.0405406952s, input_fired_time: 0.2675045133, output_fired_time: 0.0000000000, propagate_forward_time: 16.1451511383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278858185
   testing[          , genome  6589] predictions:    9827/  10000 (98.27%), best:    9790/10000 (97.90%), error:       583.03351, best error:       672.08197 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:10:35 (4760): called boinc_finish(0)

</stderr_txt>
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