Nameexact_genome_1512568488_44_6940_1
Workunit2605988
Created7 Dec 2017, 22:50:42 UTC
Sent7 Dec 2017, 22:57:47 UTC
Report deadline17 Dec 2017, 6:24:11 UTC
Received8 Dec 2017, 15:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time5 hours 8 min 26 sec
CPU time4 hours 59 min 29 sec
Validate stateValid
Credit2,327.50
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.35 MB
Peak swap size159.62 MB
Peak disk usage1.84 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
848, best error:       912.50696 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 172.4574432373s, input_fired_time: 2.3537962437, output_fired_time: 2.0913221836, propagate_forward_time: 63.9352035522, propagate_backward_time: 100.1528244019, weight_update_time: 0.1597190797, other_time: 3.9243011475
epoch time: 14.2982444763s, input_fired_time: 0.3042192459, output_fired_time: 0.0000000000, propagate_forward_time: 13.2608041763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7332210541
validation[          , genome  6940] predictions:    9727/  10000 (97.27%), best:    9720/10000 (97.20%), error:       975.23016, best error:       912.50696 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 184.6431732178s, input_fired_time: 2.5598716736, output_fired_time: 2.2288384438, propagate_forward_time: 68.4060516357, propagate_backward_time: 107.3642959595, weight_update_time: 0.1622767448, other_time: 4.0841140747
epoch time: 14.0121393204s, input_fired_time: 0.2959735096, output_fired_time: 0.0000000000, propagate_forward_time: 12.9968175888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7193479538
validation[          , genome  6940] predictions:    9697/  10000 (96.97%), best:    9720/10000 (97.20%), error:      1020.59973, best error:       912.50696 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 187.6448211670s, input_fired_time: 2.4944224358, output_fired_time: 4.3026871681, propagate_forward_time: 67.2696609497, propagate_backward_time: 109.3869934082, weight_update_time: 0.1739977002, other_time: 4.1910629272
epoch time: 13.1826686859s, input_fired_time: 0.2981843054, output_fired_time: 0.0000000000, propagate_forward_time: 12.1567316055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7277526855
validation[          , genome  6940] predictions:    9733/  10000 (97.33%), best:    9720/10000 (97.20%), error:       919.21918, best error:       912.50696 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 173.8552398682s, input_fired_time: 2.3556044102, output_fired_time: 2.0805988312, propagate_forward_time: 62.1600646973, propagate_backward_time: 103.3256149292, weight_update_time: 0.1600424796, other_time: 3.9333572388
epoch time: 14.2726812363s, input_fired_time: 0.3057918251, output_fired_time: 0.0000000000, propagate_forward_time: 13.2346429825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7322463989
validation[          , genome  6940] predictions:    9697/  10000 (96.97%), best:    9720/10000 (97.20%), error:       996.12445, best error:       912.50696 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 172.3969879150s, input_fired_time: 2.3394887447, output_fired_time: 3.0871946812, propagate_forward_time: 61.7889480591, propagate_backward_time: 101.2480010986, weight_update_time: 0.1577074975, other_time: 3.9333572388
epoch time: 14.2740917206s, input_fired_time: 0.3056462109, output_fired_time: 0.0000000000, propagate_forward_time: 13.2348909378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7335548401
validation[          , genome  6940] predictions:    9732/  10000 (97.32%), best:    9720/10000 (97.20%), error:       927.90076, best error:       912.50696 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 172.9636688232s, input_fired_time: 2.3547425270, output_fired_time: 2.1019475460, propagate_forward_time: 62.7618484497, propagate_backward_time: 100.7628784180, weight_update_time: 0.1582058966, other_time: 4.9822616577
epoch time: 12.9778470993s, input_fired_time: 0.2944726050, output_fired_time: 0.0000000000, propagate_forward_time: 11.9792442322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041301727
validation[          , genome  6940] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       855.11902, best error:       855.11902 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 172.4953765869s, input_fired_time: 2.3656439781, output_fired_time: 2.0942826271, propagate_forward_time: 65.1123962402, propagate_backward_time: 98.9484634399, weight_update_time: 0.1594564468, other_time: 3.9745864868
epoch time: 14.2774267197s, input_fired_time: 0.3008144498, output_fired_time: 0.0000000000, propagate_forward_time: 13.2610654831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7155466080
validation[          , genome  6940] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       944.07965, best error:       855.11902 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 172.2245788574s, input_fired_time: 3.3836479187, output_fired_time: 2.0910151005, propagate_forward_time: 64.8177261353, propagate_backward_time: 97.9407958984, weight_update_time: 0.1587689966, other_time: 3.9913864136
epoch time: 14.3066415787s, input_fired_time: 0.3029657900, output_fired_time: 0.0000000000, propagate_forward_time: 13.2787771225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7248983383
validation[          , genome  6940] predictions:    9668/  10000 (96.68%), best:    9749/10000 (97.49%), error:      1108.00757, best error:       855.11902 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 182.1658477783s, input_fired_time: 2.4544551373, output_fired_time: 2.2701425552, propagate_forward_time: 68.1743545532, propagate_backward_time: 105.1607437134, weight_update_time: 0.1600938588, other_time: 4.1061553955
epoch time: 14.2879858017s, input_fired_time: 0.3049181402, output_fired_time: 0.0000000000, propagate_forward_time: 13.2580080032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7250595093
validation[          , genome  6940] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       875.26801, best error:       855.11902 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 187.9551696777s, input_fired_time: 2.5290772915, output_fired_time: 2.2599070072, propagate_forward_time: 67.6246948242, propagate_backward_time: 110.2266082764, weight_update_time: 0.1684243530, other_time: 5.3148803711
epoch time: 13.8917217255s, input_fired_time: 0.2916611433, output_fired_time: 0.0000000000, propagate_forward_time: 12.8993158340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7007446289
validation[          , genome  6940] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       919.59650, best error:       855.11902 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 173.0341033936s, input_fired_time: 2.3717174530, output_fired_time: 2.0831248760, propagate_forward_time: 62.3261985779, propagate_backward_time: 101.2951431274, weight_update_time: 0.1598441750, other_time: 4.9579086304
epoch time: 13.0096063614s, input_fired_time: 0.2952145040, output_fired_time: 0.0000000000, propagate_forward_time: 12.0135879517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7008037567
validation[          , genome  6940] predictions:    9700/  10000 (97.00%), best:    9749/10000 (97.49%), error:      1001.19397, best error:       855.11902 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 172.2060089111s, input_fired_time: 2.3550193310, output_fired_time: 2.0961062908, propagate_forward_time: 64.6338272095, propagate_backward_time: 98.1553573608, weight_update_time: 0.1588369757, other_time: 4.9656982422
epoch time: 14.3324031830s, input_fired_time: 0.3043697774, output_fired_time: 0.0000000000, propagate_forward_time: 13.3064756393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7215576172
validation[          , genome  6940] predictions:    9701/  10000 (97.01%), best:    9749/10000 (97.49%), error:       946.43665, best error:       855.11902 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 173.4411468506s, input_fired_time: 2.3599004745, output_fired_time: 2.0821654797, propagate_forward_time: 64.4324188232, propagate_backward_time: 99.6263809204, weight_update_time: 0.1580056548, other_time: 4.9402847290
epoch time: 18.5946121216s, input_fired_time: 0.3462731540, output_fired_time: 0.0000000000, propagate_forward_time: 17.2861080170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9622306824
validation[          , genome  6940] predictions:    9651/  10000 (96.51%), best:    9749/10000 (97.49%), error:      1109.31628, best error:       855.11902 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 189.7460021973s, input_fired_time: 2.5844063759, output_fired_time: 2.3098804951, propagate_forward_time: 70.9228897095, propagate_backward_time: 109.6954498291, weight_update_time: 0.1664566547, other_time: 4.2333755493
epoch time: 13.1009874344s, input_fired_time: 0.2934346199, output_fired_time: 0.0000000000, propagate_forward_time: 12.0940647125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7134876251
validation[          , genome  6940] predictions:    9680/  10000 (96.80%), best:    9749/10000 (97.49%), error:      1050.85803, best error:       855.11902 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 194.0068054199s, input_fired_time: 2.7339358330, output_fired_time: 2.4071054459, propagate_forward_time: 73.4327392578, propagate_backward_time: 110.9673233032, weight_update_time: 0.1753581166, other_time: 4.4657058716
epoch time: 15.2629146576s, input_fired_time: 0.3122113347, output_fired_time: 0.0000000000, propagate_forward_time: 14.2054328918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452707291
validation[          , genome  6940] predictions:    9746/  10000 (97.46%), best:    9749/10000 (97.49%), error:       856.67181, best error:       855.11902 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 173.7883453369s, input_fired_time: 2.3728873730, output_fired_time: 2.0796220303, propagate_forward_time: 64.2119064331, propagate_backward_time: 100.2029876709, weight_update_time: 0.1600200534, other_time: 4.9209365845
epoch time: 12.9416656494s, input_fired_time: 0.2987731099, output_fired_time: 0.0000000000, propagate_forward_time: 11.9273977280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7154951096
validation[          , genome  6940] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       837.34247, best error:       837.34247 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 174.4977111816s, input_fired_time: 3.3849642277, output_fired_time: 2.0946693420, propagate_forward_time: 65.2944946289, propagate_backward_time: 99.7577667236, weight_update_time: 0.1590793133, other_time: 3.9658203125
epoch time: 16.3589839935s, input_fired_time: 0.3390178680, output_fired_time: 0.0000000000, propagate_forward_time: 15.1939563751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8260097504
validation[          , genome  6940] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       904.80286, best error:       837.34247 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 199.1083374023s, input_fired_time: 2.7288579941, output_fired_time: 2.3453462124, propagate_forward_time: 74.9825973511, propagate_backward_time: 114.5950164795, weight_update_time: 0.1686150283, other_time: 4.4565200806
epoch time: 14.2990646362s, input_fired_time: 0.3047001362, output_fired_time: 0.0000000000, propagate_forward_time: 13.2775678635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167968750
validation[          , genome  6940] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       796.89252, best error:       796.89252 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 181.5871582031s, input_fired_time: 2.4967226982, output_fired_time: 2.1637461185, propagate_forward_time: 66.2605133057, propagate_backward_time: 106.5804061890, weight_update_time: 0.1747372895, other_time: 4.0857772827
epoch time: 13.0000696182s, input_fired_time: 0.3028649688, output_fired_time: 0.0000000000, propagate_forward_time: 11.9881124496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090921402
validation[          , genome  6940] predictions:    9632/  10000 (96.32%), best:    9747/10000 (97.47%), error:      1163.47449, best error:       796.89252 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 172.3719024658s, input_fired_time: 2.3748757839, output_fired_time: 2.0766351223, propagate_forward_time: 63.1809158325, propagate_backward_time: 100.7806472778, weight_update_time: 0.1598660499, other_time: 3.9588317871
epoch time: 14.3098983765s, input_fired_time: 0.3043858707, output_fired_time: 0.0000000000, propagate_forward_time: 13.2833023071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7222099304
validation[          , genome  6940] predictions:    9752/  10000 (97.52%), best:    9747/10000 (97.47%), error:       837.85071, best error:       796.89252 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 172.4623413086s, input_fired_time: 2.3749611378, output_fired_time: 2.0831341743, propagate_forward_time: 63.8298530579, propagate_backward_time: 100.1811141968, weight_update_time: 0.1590915024, other_time: 3.9932937622
epoch time: 22.0200729370s, input_fired_time: 0.5163248777, output_fired_time: 0.0000000000, propagate_forward_time: 20.3956069946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1081409454
validation[          , genome  6940] predictions:    9746/  10000 (97.46%), best:    9747/10000 (97.47%), error:       883.34235, best error:       796.89252 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 187.3418273926s, input_fired_time: 2.5429487228, output_fired_time: 2.2230756283, propagate_forward_time: 67.5667190552, propagate_backward_time: 110.7470779419, weight_update_time: 0.1666326821, other_time: 4.2620086670
epoch time: 12.7877779007s, input_fired_time: 0.2961156666, output_fired_time: 0.0000000000, propagate_forward_time: 11.7757511139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7159109116
validation[          , genome  6940] predictions:    9721/  10000 (97.21%), best:    9747/10000 (97.47%), error:       939.07745, best error:       796.89252 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 183.5984191895s, input_fired_time: 2.4785645008, output_fired_time: 2.2303020954, propagate_forward_time: 68.4055786133, propagate_backward_time: 106.4571533203, weight_update_time: 0.1657806039, other_time: 4.0268249512
epoch time: 21.4558792114s, input_fired_time: 0.4407025278, output_fired_time: 0.0000000000, propagate_forward_time: 19.8986034393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1165733337
validation[          , genome  6940] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       920.40576, best error:       796.89252 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 186.9973144531s, input_fired_time: 2.5724244118, output_fired_time: 2.2420134544, propagate_forward_time: 67.1159286499, propagate_backward_time: 110.9216461182, weight_update_time: 0.1592782289, other_time: 4.1453018188
epoch time: 14.5058383942s, input_fired_time: 0.3109388649, output_fired_time: 0.0000000000, propagate_forward_time: 12.4360094070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7588901520
validation[          , genome  6940] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       948.16553, best error:       796.89252 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 176.4995727539s, input_fired_time: 2.3950617313, output_fired_time: 2.1825902462, propagate_forward_time: 63.3218879700, propagate_backward_time: 104.6232833862, weight_update_time: 0.1595841795, other_time: 3.9767532349
epoch time: 13.2135295868s, input_fired_time: 0.3041869700, output_fired_time: 0.0000000000, propagate_forward_time: 12.0914583206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8178844452
validation[          , genome  6940] predictions:    9481/  10000 (94.81%), best:    9747/10000 (97.47%), error:      1754.90747, best error:       796.89252 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 178.9690246582s, input_fired_time: 2.4969966412, output_fired_time: 2.1299147606, propagate_forward_time: 66.3896865845, propagate_backward_time: 102.9307098389, weight_update_time: 1.1677196026, other_time: 5.0217208862
epoch time: 14.3586444855s, input_fired_time: 0.3037823737, output_fired_time: 0.0000000000, propagate_forward_time: 13.3238582611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7310037613
validation[          , genome  6940] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       782.18817, best error:       782.18817 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 176.9605102539s, input_fired_time: 2.4345057011, output_fired_time: 2.1905720234, propagate_forward_time: 65.1631546021, propagate_backward_time: 102.8867874146, weight_update_time: 0.1623356193, other_time: 4.2854919434
epoch time: 14.6494045258s, input_fired_time: 0.3134941757, output_fired_time: 0.0000000000, propagate_forward_time: 13.5956058502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7403049469
validation[          , genome  6940] predictions:    9723/  10000 (97.23%), best:    9776/10000 (97.76%), error:       913.95032, best error:       782.18817 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 172.9518432617s, input_fired_time: 2.3914301395, output_fired_time: 2.0898082256, propagate_forward_time: 64.0615463257, propagate_backward_time: 100.3259429932, weight_update_time: 0.1599404216, other_time: 4.0831069946
epoch time: 14.2246751785s, input_fired_time: 0.3045716584, output_fired_time: 0.0000000000, propagate_forward_time: 12.1960449219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7240581512
validation[          , genome  6940] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       817.15710, best error:       782.18817 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 173.6738586426s, input_fired_time: 2.3886818886, output_fired_time: 2.0904047489, propagate_forward_time: 65.0479583740, propagate_backward_time: 100.1073913574, weight_update_time: 0.1601168364, other_time: 4.0394134521
epoch time: 12.8044424057s, input_fired_time: 0.2932377458, output_fired_time: 0.0000000000, propagate_forward_time: 11.8045721054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7066326141
validation[          , genome  6940] predictions:    9556/  10000 (95.56%), best:    9776/10000 (97.76%), error:      1440.91101, best error:       782.18817 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 178.8892669678s, input_fired_time: 2.4838457108, output_fired_time: 2.1516835690, propagate_forward_time: 66.0087661743, propagate_backward_time: 104.0610504150, weight_update_time: 0.1595211029, other_time: 4.1839218140
epoch time: 14.3185453415s, input_fired_time: 0.3035897613, output_fired_time: 0.0000000000, propagate_forward_time: 13.2920341492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7229213715
validation[          , genome  6940] predictions:    9762/  10000 (97.62%), best:    9776/10000 (97.76%), error:       807.42792, best error:       782.18817 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 175.0869598389s, input_fired_time: 2.4185583591, output_fired_time: 2.0980417728, propagate_forward_time: 63.6041450500, propagate_backward_time: 100.8908157349, weight_update_time: 0.1628727317, other_time: 6.0754013062
epoch time: 14.1754226685s, input_fired_time: 0.3049263656, output_fired_time: 0.0000000000, propagate_forward_time: 13.1031007767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7673959732
validation[          , genome  6940] predictions:    9726/  10000 (97.26%), best:    9776/10000 (97.76%), error:       892.23035, best error:       782.18817 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 171.8924255371s, input_fired_time: 2.3861558437, output_fired_time: 3.0905659199, propagate_forward_time: 62.6322326660, propagate_backward_time: 99.7374496460, weight_update_time: 0.1606070101, other_time: 4.0460281372
epoch time: 14.1529378891s, input_fired_time: 0.3057000935, output_fired_time: 0.0000000000, propagate_forward_time: 12.1001729965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7470645905
validation[          , genome  6940] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       852.08496, best error:       782.18817 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 170.8704376221s, input_fired_time: 2.3736073971, output_fired_time: 2.0683307648, propagate_forward_time: 63.3506469727, propagate_backward_time: 99.0728378296, weight_update_time: 0.1593964249, other_time: 4.0050125122
epoch time: 14.2861280441s, input_fired_time: 0.3074989021, output_fired_time: 0.0000000000, propagate_forward_time: 13.2438783646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7347507477
validation[          , genome  6940] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       731.12952, best error:       731.12952 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 172.8551025391s, input_fired_time: 2.3901345730, output_fired_time: 2.0843319893, propagate_forward_time: 62.6732025146, propagate_backward_time: 101.5958251953, weight_update_time: 0.1600347012, other_time: 4.1116027832
epoch time: 14.2750873566s, input_fired_time: 0.3045769930, output_fired_time: 0.0000000000, propagate_forward_time: 12.2158861160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7546243668
validation[          , genome  6940] predictions:    9734/  10000 (97.34%), best:    9786/10000 (97.86%), error:       874.30280, best error:       731.12952 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 176.8491821289s, input_fired_time: 2.4513645172, output_fired_time: 2.1791536808, propagate_forward_time: 67.2132873535, propagate_backward_time: 97.8126678467, weight_update_time: 0.1613444835, other_time: 7.1927032471
epoch time: 14.4016799927s, input_fired_time: 0.3112462461, output_fired_time: 0.0000000000, propagate_forward_time: 13.3593454361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7310886383
validation[          , genome  6940] predictions:    9741/  10000 (97.41%), best:    9786/10000 (97.86%), error:       846.83301, best error:       731.12952 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 176.7320098877s, input_fired_time: 2.4626536369, output_fired_time: 3.1406595707, propagate_forward_time: 64.4392700195, propagate_backward_time: 102.4471206665, weight_update_time: 0.1648939699, other_time: 4.2423171997
epoch time: 14.2904262543s, input_fired_time: 0.3106348515, output_fired_time: 0.0000000000, propagate_forward_time: 13.2336044312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7461872101
validation[          , genome  6940] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       869.04913, best error:       731.12952 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 176.8974304199s, input_fired_time: 2.4778017998, output_fired_time: 2.1125171185, propagate_forward_time: 65.2195129395, propagate_backward_time: 101.7902145386, weight_update_time: 0.1667383313, other_time: 5.2973861694
epoch time: 13.0161590576s, input_fired_time: 0.2996895611, output_fired_time: 0.0000000000, propagate_forward_time: 11.9694824219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7469873428
validation[          , genome  6940] predictions:    9754/  10000 (97.54%), best:    9786/10000 (97.86%), error:       837.32880, best error:       731.12952 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 178.6843261719s, input_fired_time: 2.4231839180, output_fired_time: 2.2070889473, propagate_forward_time: 64.8260574341, propagate_backward_time: 103.8371963501, weight_update_time: 0.1702526957, other_time: 5.3907928467
epoch time: 14.2436895370s, input_fired_time: 0.3095802665, output_fired_time: 0.0000000000, propagate_forward_time: 13.1726884842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7614212036
validation[          , genome  6940] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       765.35046, best error:       731.12952 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 170.6929321289s, input_fired_time: 2.3898034096, output_fired_time: 2.0834853649, propagate_forward_time: 63.2472648621, propagate_backward_time: 98.7492218018, weight_update_time: 0.1625222713, other_time: 4.2231597900
epoch time: 14.1718969345s, input_fired_time: 0.3090084195, output_fired_time: 0.0000000000, propagate_forward_time: 13.1143522263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7485361099
validation[          , genome  6940] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       769.37366, best error:       731.12952 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 172.2782745361s, input_fired_time: 2.4117631912, output_fired_time: 2.0815391541, propagate_forward_time: 62.4073448181, propagate_backward_time: 101.2194213867, weight_update_time: 0.1613781899, other_time: 4.1582031250
epoch time: 12.9444007874s, input_fired_time: 0.2991099060, output_fired_time: 0.0000000000, propagate_forward_time: 11.8389225006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8063688278
validation[          , genome  6940] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       916.93164, best error:       731.12952 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 173.1631317139s, input_fired_time: 2.4170255661, output_fired_time: 2.0930039883, propagate_forward_time: 63.6282997131, propagate_backward_time: 99.6991653442, weight_update_time: 0.1623189002, other_time: 5.3256454468
epoch time: 14.1924943924s, input_fired_time: 0.3187935948, output_fired_time: 0.0000000000, propagate_forward_time: 13.1336450577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400560379
validation[          , genome  6940] predictions:    9736/  10000 (97.36%), best:    9786/10000 (97.86%), error:       846.28479, best error:       731.12952 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 173.9017791748s, input_fired_time: 2.4407353401, output_fired_time: 2.1229479313, propagate_forward_time: 65.9092102051, propagate_backward_time: 99.1048660278, weight_update_time: 0.1628688127, other_time: 4.3240127563
epoch time: 14.4465293884s, input_fired_time: 0.3180380166, output_fired_time: 0.0000000000, propagate_forward_time: 13.3200511932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8084402084
validation[          , genome  6940] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       846.21094, best error:       731.12952 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 176.0851593018s, input_fired_time: 2.5006351471, output_fired_time: 2.1493258476, propagate_forward_time: 66.4661636353, propagate_backward_time: 100.6343231201, weight_update_time: 0.1629083753, other_time: 4.3347091675
epoch time: 15.8747682571s, input_fired_time: 0.3450132906, output_fired_time: 0.0000000000, propagate_forward_time: 14.7098445892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8199100494
validation[          , genome  6940] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       774.31891, best error:       731.12952 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 182.9996490479s, input_fired_time: 2.5297484398, output_fired_time: 2.1814756393, propagate_forward_time: 68.2040405273, propagate_backward_time: 105.6178054810, weight_update_time: 0.1965520829, other_time: 4.4665756226
epoch time: 14.3945426941s, input_fired_time: 0.3141203523, output_fired_time: 0.0000000000, propagate_forward_time: 13.2838125229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7966098785
validation[          , genome  6940] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       808.34851, best error:       731.12952 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 179.1228332520s, input_fired_time: 2.4741230011, output_fired_time: 2.1614360809, propagate_forward_time: 63.9565620422, propagate_backward_time: 105.0555114746, weight_update_time: 0.1631506830, other_time: 5.4752044678
epoch time: 15.3061017990s, input_fired_time: 0.3297717273, output_fired_time: 0.0000000000, propagate_forward_time: 14.1762399673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8000898361
validation[          , genome  6940] predictions:    9759/  10000 (97.59%), best:    9786/10000 (97.86%), error:       795.27252, best error:       731.12952 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 171.2787170410s, input_fired_time: 2.4046685696, output_fired_time: 2.0717039108, propagate_forward_time: 60.5173721313, propagate_backward_time: 101.2186889648, weight_update_time: 0.1599732041, other_time: 5.0662918091
epoch time: 14.4299535751s, input_fired_time: 0.3204860091, output_fired_time: 0.0000000000, propagate_forward_time: 13.3836069107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7258605957
validation[          , genome  6940] predictions:    9687/  10000 (96.87%), best:    9786/10000 (97.86%), error:      1035.23804, best error:       731.12952 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 174.4837036133s, input_fired_time: 2.4311487675, output_fired_time: 2.1114964485, propagate_forward_time: 69.3689422607, propagate_backward_time: 96.3764724731, weight_update_time: 0.1614309698, other_time: 4.1956405640
epoch time: 12.8207616806s, input_fired_time: 0.2978793085, output_fired_time: 0.0000000000, propagate_forward_time: 11.7407083511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7821741104
validation[          , genome  6940] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       810.82837, best error:       731.12952 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 176.4044342041s, input_fired_time: 3.4819490910, output_fired_time: 3.0674469471, propagate_forward_time: 63.3345336914, propagate_backward_time: 101.1905593872, weight_update_time: 0.1607522666, other_time: 5.3299484253
epoch time: 14.9434137344s, input_fired_time: 0.3246961534, output_fired_time: 0.0000000000, propagate_forward_time: 13.8515834808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7671337128
validation[          , genome  6940] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       841.44312, best error:       731.12952 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 169.5601348877s, input_fired_time: 2.4015963078, output_fired_time: 2.0785706043, propagate_forward_time: 62.6371002197, propagate_backward_time: 98.1825866699, weight_update_time: 0.1605244577, other_time: 4.2602844238
epoch time: 14.0588340759s, input_fired_time: 0.3134433329, output_fired_time: 0.0000000000, propagate_forward_time: 12.1022148132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6431760788
validation[          , genome  6940] predictions:    9740/  10000 (97.40%), best:    9786/10000 (97.86%), error:       835.51251, best error:       731.12952 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 172.4991455078s, input_fired_time: 3.4353485107, output_fired_time: 2.0949661732, propagate_forward_time: 64.4211730957, propagate_backward_time: 98.3707275391, weight_update_time: 0.1633036733, other_time: 4.1769256592
epoch time: 12.8184967041s, input_fired_time: 0.3009728193, output_fired_time: 0.0000000000, propagate_forward_time: 11.7744398117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7430839539
validation[          , genome  6940] predictions:    9732/  10000 (97.32%), best:    9786/10000 (97.86%), error:       849.08191, best error:       731.12952 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 172.4136199951s, input_fired_time: 2.4142537117, output_fired_time: 2.0870566368, propagate_forward_time: 63.3419609070, propagate_backward_time: 100.3961029053, weight_update_time: 0.1611368060, other_time: 4.1742401123
epoch time: 14.1629543304s, input_fired_time: 0.3054551780, output_fired_time: 0.0000000000, propagate_forward_time: 13.1133623123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7441368103
validation[          , genome  6940] predictions:    9699/  10000 (96.99%), best:    9786/10000 (97.86%), error:       960.62933, best error:       731.12952 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 182.4420928955s, input_fired_time: 3.4317965508, output_fired_time: 2.0797786713, propagate_forward_time: 61.8681831360, propagate_backward_time: 109.8926696777, weight_update_time: 0.1618268639, other_time: 5.1696777344
epoch time: 14.2933063507s, input_fired_time: 0.3100586236, output_fired_time: 0.0000000000, propagate_forward_time: 13.2539396286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7293081284
validation[          , genome  6940] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       855.95325, best error:       731.12952 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 172.3578491211s, input_fired_time: 2.4148592949, output_fired_time: 2.0882060528, propagate_forward_time: 66.5323410034, propagate_backward_time: 97.2683334351, weight_update_time: 0.1592991948, other_time: 4.0541076660
epoch time: 13.1715488434s, input_fired_time: 0.3081400990, output_fired_time: 0.0000000000, propagate_forward_time: 12.0616912842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8017177582
validation[          , genome  6940] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       804.56720, best error:       731.12952 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 172.3147277832s, input_fired_time: 2.4220035076, output_fired_time: 2.0807921886, propagate_forward_time: 62.4611473083, propagate_backward_time: 100.2396621704, weight_update_time: 0.1651618481, other_time: 5.1111221313
epoch time: 14.2139816284s, input_fired_time: 0.3060083389, output_fired_time: 0.0000000000, propagate_forward_time: 13.1863832474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7215900421
validation[          , genome  6940] predictions:    9777/  10000 (97.77%), best:    9786/10000 (97.86%), error:       776.41028, best error:       731.12952 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 171.0071258545s, input_fired_time: 2.4033288956, output_fired_time: 2.0797574520, propagate_forward_time: 63.4423408508, propagate_backward_time: 98.9668579102, weight_update_time: 0.1603293866, other_time: 4.1148376465
epoch time: 14.3730812073s, input_fired_time: 0.3102990985, output_fired_time: 0.0000000000, propagate_forward_time: 13.3197269440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7430553436
validation[          , genome  6940] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       759.21271, best error:       731.12952 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 181.9832916260s, input_fired_time: 2.5097429752, output_fired_time: 2.1802091599, propagate_forward_time: 68.4523925781, propagate_backward_time: 104.4829635620, weight_update_time: 0.2249437869, other_time: 4.3579788208
epoch time: 14.3417568207s, input_fired_time: 0.3098196387, output_fired_time: 0.0000000000, propagate_forward_time: 13.2465381622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7853994370
validation[          , genome  6940] predictions:    9774/  10000 (97.74%), best:    9786/10000 (97.86%), error:       780.66370, best error:       731.12952 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 175.9366760254s, input_fired_time: 2.5022735596, output_fired_time: 2.1413960457, propagate_forward_time: 63.7239265442, propagate_backward_time: 101.3525161743, weight_update_time: 0.1597396284, other_time: 6.2165603638
epoch time: 12.8220853806s, input_fired_time: 0.3037559986, output_fired_time: 0.0000000000, propagate_forward_time: 11.8069067001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7114229202
validation[          , genome  6940] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       791.14581, best error:       731.12952 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 173.4434814453s, input_fired_time: 2.4094047546, output_fired_time: 2.0888223648, propagate_forward_time: 63.9703636169, propagate_backward_time: 100.9318542480, weight_update_time: 0.1601153314, other_time: 4.0430297852
epoch time: 14.0546016693s, input_fired_time: 0.3109339476, output_fired_time: 0.0000000000, propagate_forward_time: 12.9991235733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7445440292
validation[          , genome  6940] predictions:    9660/  10000 (96.60%), best:    9786/10000 (97.86%), error:      1092.96436, best error:       731.12952 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 175.7478332520s, input_fired_time: 2.4381690025, output_fired_time: 3.1308162212, propagate_forward_time: 66.5332183838, propagate_backward_time: 99.4974365234, weight_update_time: 0.1672562063, other_time: 4.1481933594
epoch time: 13.1700496674s, input_fired_time: 0.3070063591, output_fired_time: 0.0000000000, propagate_forward_time: 12.1112842560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7517585754
validation[          , genome  6940] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       811.22113, best error:       731.12952 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 172.6803283691s, input_fired_time: 2.4117231369, output_fired_time: 2.0798985958, propagate_forward_time: 62.5627174377, propagate_backward_time: 101.6110534668, weight_update_time: 0.1600748748, other_time: 4.0149383545
epoch time: 14.2176856995s, input_fired_time: 0.3092370927, output_fired_time: 0.0000000000, propagate_forward_time: 13.1782464981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302017212
validation[          , genome  6940] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       762.64703, best error:       731.12952 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 179.7384490967s, input_fired_time: 2.5456097126, output_fired_time: 3.0678627491, propagate_forward_time: 65.2397689819, propagate_backward_time: 103.6738204956, weight_update_time: 0.1903002560, other_time: 5.2113952637
epoch time: 15.0395355225s, input_fired_time: 0.3319332004, output_fired_time: 0.0000000000, propagate_forward_time: 13.8982839584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8093185425
validation[          , genome  6940] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       772.51807, best error:       731.12952 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 172.7743988037s, input_fired_time: 2.4192483425, output_fired_time: 2.0684361458, propagate_forward_time: 63.4069175720, propagate_backward_time: 100.8428497314, weight_update_time: 0.1597044170, other_time: 4.0369415283
epoch time: 14.3487100601s, input_fired_time: 0.3083796501, output_fired_time: 0.0000000000, propagate_forward_time: 13.2656154633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7747154236
validation[          , genome  6940] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       910.37793, best error:       731.12952 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 172.1686859131s, input_fired_time: 2.3981075287, output_fired_time: 2.0664012432, propagate_forward_time: 62.7881240845, propagate_backward_time: 99.9502944946, weight_update_time: 0.1589223891, other_time: 4.9657592773
epoch time: 15.6940650940s, input_fired_time: 0.3406243026, output_fired_time: 0.0000000000, propagate_forward_time: 14.5883874893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7650537491
validation[          , genome  6940] predictions:    9717/  10000 (97.17%), best:    9786/10000 (97.86%), error:       931.83124, best error:       731.12952 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 193.7523345947s, input_fired_time: 2.7479817867, output_fired_time: 2.3417515755, propagate_forward_time: 71.4455718994, propagate_backward_time: 111.7642974854, weight_update_time: 0.1687690765, other_time: 5.4527282715
epoch time: 12.8411931992s, input_fired_time: 0.3059839308, output_fired_time: 0.0000000000, propagate_forward_time: 11.8186302185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7165794373
validation[          , genome  6940] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       751.03070, best error:       731.12952 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 172.5710906982s, input_fired_time: 2.4147663116, output_fired_time: 2.0795369148, propagate_forward_time: 61.9589462280, propagate_backward_time: 102.1193008423, weight_update_time: 0.1606061012, other_time: 3.9985351563
epoch time: 14.1089849472s, input_fired_time: 0.3064495921, output_fired_time: 0.0000000000, propagate_forward_time: 13.0941991806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7083358765
validation[          , genome  6940] predictions:    9759/  10000 (97.59%), best:    9786/10000 (97.86%), error:       809.79559, best error:       731.12952 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 184.6269073486s, input_fired_time: 2.6125345230, output_fired_time: 2.3128516674, propagate_forward_time: 69.8455810547, propagate_backward_time: 105.5969161987, weight_update_time: 0.1771003902, other_time: 4.2590255737
epoch time: 14.2815608978s, input_fired_time: 0.3127186298, output_fired_time: 0.0000000000, propagate_forward_time: 13.2426061630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7262363434
validation[          , genome  6940] predictions:    9761/  10000 (97.61%), best:    9786/10000 (97.86%), error:       776.92499, best error:       731.12952 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 177.8554382324s, input_fired_time: 2.5282528400, output_fired_time: 2.0983502865, propagate_forward_time: 66.8161773682, propagate_backward_time: 102.4308395386, weight_update_time: 0.1634439230, other_time: 3.9818191528
epoch time: 13.1147584915s, input_fired_time: 0.3070199490, output_fired_time: 0.0000000000, propagate_forward_time: 12.1058664322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7018718719
validation[          , genome  6940] predictions:    9725/  10000 (97.25%), best:    9786/10000 (97.86%), error:       921.63306, best error:       731.12952 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 183.9657745361s, input_fired_time: 2.5373327732, output_fired_time: 2.2095656395, propagate_forward_time: 70.3152847290, propagate_backward_time: 104.6177520752, weight_update_time: 0.1859072894, other_time: 4.2858352661
epoch time: 15.6561288834s, input_fired_time: 0.3658634722, output_fired_time: 0.0000000000, propagate_forward_time: 14.5039205551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7863445282
validation[          , genome  6940] predictions:    9723/  10000 (97.23%), best:    9786/10000 (97.86%), error:       916.65100, best error:       731.12952 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 184.0635833740s, input_fired_time: 2.5484766960, output_fired_time: 2.1963293552, propagate_forward_time: 69.5148391724, propagate_backward_time: 104.6420745850, weight_update_time: 0.1640522033, other_time: 5.1618576050
epoch time: 12.8173351288s, input_fired_time: 0.3020650744, output_fired_time: 0.0000000000, propagate_forward_time: 11.8131332397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7021369934
validation[          , genome  6940] predictions:    9720/  10000 (97.20%), best:    9786/10000 (97.86%), error:       965.12695, best error:       731.12952 on epoch:    47, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 173.8542327881s, input_fired_time: 2.4189045429, output_fired_time: 2.0817492008, propagate_forward_time: 62.1135864258, propagate_backward_time: 102.2082519531, weight_update_time: 0.1596721113, other_time: 5.0317382813
epoch time: 14.1547937393s, input_fired_time: 0.3137928843, output_fired_time: 0.0000000000, propagate_forward_time: 13.1111621857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7298383713
validation[          , genome  6940] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       828.68713, best error:       731.12952 on epoch:    47, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 178.5274353027s, input_fired_time: 2.4687385559, output_fired_time: 3.1396903992, propagate_forward_time: 65.6308746338, propagate_backward_time: 103.1586380005, weight_update_time: 0.1607164741, other_time: 4.1294937134
epoch time: 12.9711551666s, input_fired_time: 0.3057981431, output_fired_time: 0.0000000000, propagate_forward_time: 11.9569292068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7084274292
validation[          , genome  6940] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       771.94250, best error:       731.12952 on epoch:    47, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 173.9769439697s, input_fired_time: 2.4241976738, output_fired_time: 2.0927219391, propagate_forward_time: 64.0111465454, propagate_backward_time: 101.4887161255, weight_update_time: 0.1584479064, other_time: 3.9601593018
epoch time: 14.0806264877s, input_fired_time: 0.3086287975, output_fired_time: 0.0000000000, propagate_forward_time: 13.0614891052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7105083466
validation[          , genome  6940] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       780.24445, best error:       731.12952 on epoch:    47, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 172.3027648926s, input_fired_time: 3.3133664131, output_fired_time: 2.0831322670, propagate_forward_time: 62.7931137085, propagate_backward_time: 99.1387786865, weight_update_time: 0.1602913588, other_time: 4.9743728638
epoch time: 14.4779977798s, input_fired_time: 0.3095616400, output_fired_time: 0.0000000000, propagate_forward_time: 13.4621238708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7063121796
validation[          , genome  6940] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       862.53375, best error:       731.12952 on epoch:    47, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 173.6368865967s, input_fired_time: 3.3201000690, output_fired_time: 2.0673198700, propagate_forward_time: 66.0702896118, propagate_backward_time: 98.1889114380, weight_update_time: 0.1595215946, other_time: 3.9902648926
epoch time: 14.2832355499s, input_fired_time: 0.3110082448, output_fired_time: 0.0000000000, propagate_forward_time: 13.2247772217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7474498749
validation[          , genome  6940] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       759.14044, best error:       731.12952 on epoch:    47, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 173.1807556152s, input_fired_time: 2.4138462543, output_fired_time: 2.0933518410, propagate_forward_time: 66.2664947510, propagate_backward_time: 98.4113616943, weight_update_time: 0.1593305320, other_time: 3.9956970215
epoch time: 20.3316135406s, input_fired_time: 0.3658532500, output_fired_time: 0.0000000000, propagate_forward_time: 18.9420604706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0237007141
validation[          , genome  6940] predictions:    9713/  10000 (97.13%), best:    9786/10000 (97.86%), error:       916.85522, best error:       731.12952 on epoch:    47, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 176.5176239014s, input_fired_time: 2.4703042507, output_fired_time: 2.1570351124, propagate_forward_time: 65.9400177002, propagate_backward_time: 101.8514709473, weight_update_time: 0.1602278352, other_time: 4.0988006592
epoch time: 14.2290840149s, input_fired_time: 0.3112300038, output_fired_time: 0.0000000000, propagate_forward_time: 13.1974039078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7204504013
validation[          , genome  6940] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       822.53943, best error:       731.12952 on epoch:    47, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 172.0558013916s, input_fired_time: 2.4104070663, output_fired_time: 2.0744383335, propagate_forward_time: 62.7226676941, propagate_backward_time: 100.9069976807, weight_update_time: 0.1578013450, other_time: 3.9412994385
epoch time: 14.2756223679s, input_fired_time: 0.3140909076, output_fired_time: 0.0000000000, propagate_forward_time: 13.2355575562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7259740829
validation[          , genome  6940] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       801.97247, best error:       731.12952 on epoch:    47, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 182.8311462402s, input_fired_time: 2.5254991055, output_fired_time: 2.2452104092, propagate_forward_time: 67.2339096069, propagate_backward_time: 106.5994873047, weight_update_time: 0.1697276980, other_time: 4.2270431519
epoch time: 14.1634283066s, input_fired_time: 0.3108728528, output_fired_time: 0.0000000000, propagate_forward_time: 13.1206750870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7318801880
validation[          , genome  6940] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       849.06073, best error:       731.12952 on epoch:    47, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 173.9205474854s, input_fired_time: 2.4425954819, output_fired_time: 2.0814976692, propagate_forward_time: 63.0448303223, propagate_backward_time: 102.3674087524, weight_update_time: 0.1621395350, other_time: 3.9842147827
epoch time: 13.0738115311s, input_fired_time: 0.3074744940, output_fired_time: 0.0000000000, propagate_forward_time: 12.0509309769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7154064178
validation[          , genome  6940] predictions:    9774/  10000 (97.74%), best:    9786/10000 (97.86%), error:       791.39539, best error:       731.12952 on epoch:    47, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 173.0923461914s, input_fired_time: 2.4111075401, output_fired_time: 2.0823547840, propagate_forward_time: 62.8957748413, propagate_backward_time: 101.7478256226, weight_update_time: 0.1591867805, other_time: 3.9552917480
epoch time: 14.2590093613s, input_fired_time: 0.3138148487, output_fired_time: 0.0000000000, propagate_forward_time: 13.1972751617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7479190826
validation[          , genome  6940] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       787.37207, best error:       731.12952 on epoch:    47, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 170.8212585449s, input_fired_time: 2.4060199261, output_fired_time: 2.0762035847, propagate_forward_time: 65.6503448486, propagate_backward_time: 96.7230224609, weight_update_time: 0.1585275978, other_time: 3.9656677246
epoch time: 14.4837532043s, input_fired_time: 0.3143743277, output_fired_time: 0.0000000000, propagate_forward_time: 13.4373445511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7320346832
validation[          , genome  6940] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       824.63922, best error:       731.12952 on epoch:    47, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 181.5234375000s, input_fired_time: 2.5423090458, output_fired_time: 2.1426639557, propagate_forward_time: 67.3585662842, propagate_backward_time: 105.3192367554, weight_update_time: 0.1765772104, other_time: 4.1606521606
epoch time: 14.2927999496s, input_fired_time: 0.3136046231, output_fired_time: 0.0000000000, propagate_forward_time: 13.2558345795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7233610153
validation[          , genome  6940] predictions:    9735/  10000 (97.35%), best:    9786/10000 (97.86%), error:       862.31940, best error:       731.12952 on epoch:    47, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 173.1800231934s, input_fired_time: 2.4049515724, output_fired_time: 2.0862030983, propagate_forward_time: 62.8074493408, propagate_backward_time: 101.9078445435, weight_update_time: 0.1587416679, other_time: 3.9735794067
epoch time: 13.0480060577s, input_fired_time: 0.3024335802, output_fired_time: 0.0000000000, propagate_forward_time: 12.0153961182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7301759720
validation[          , genome  6940] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       777.57599, best error:       731.12952 on epoch:    47, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 174.2077941895s, input_fired_time: 2.4291405678, output_fired_time: 2.0870647430, propagate_forward_time: 66.3746032715, propagate_backward_time: 99.2983474731, weight_update_time: 0.1599281579, other_time: 4.0186386108
epoch time: 19.9800815582s, input_fired_time: 0.4469299614, output_fired_time: 0.0000000000, propagate_forward_time: 18.5268707275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0062808990
validation[          , genome  6940] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       857.09259, best error:       731.12952 on epoch:    47, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 173.3979797363s, input_fired_time: 2.4423422813, output_fired_time: 2.0885527134, propagate_forward_time: 64.7774200439, propagate_backward_time: 100.1282348633, weight_update_time: 0.1590050757, other_time: 3.9614410400
epoch time: 13.0068502426s, input_fired_time: 0.3094321489, output_fired_time: 0.0000000000, propagate_forward_time: 11.9726200104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7247982025
validation[          , genome  6940] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       785.02679, best error:       731.12952 on epoch:    47, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 173.0185852051s, input_fired_time: 2.4161148071, output_fired_time: 2.0730297565, propagate_forward_time: 62.7956657410, propagate_backward_time: 101.7940979004, weight_update_time: 0.1582891047, other_time: 3.9396820068
epoch time: 17.6183567047s, input_fired_time: 0.3622353673, output_fired_time: 0.0000000000, propagate_forward_time: 16.3517208099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9043998718
validation[          , genome  6940] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       800.10187, best error:       731.12952 on epoch:    47, 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: 81.9422073364s, input_fired_time: 1.7526915073, output_fired_time: 0.0000000000, propagate_forward_time: 75.8934783936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2960357666
best training[          , genome  6940] predictions:   49475/  50000 (98.95%), best:    9786/10000 (97.86%), error:      1931.78052, best error:       731.12952 on epoch:    47, 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: 14.2721939087s, input_fired_time: 0.3051995337, output_fired_time: 0.0000000000, propagate_forward_time: 13.2454948425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7214994431
   testing[          , genome  6940] predictions:    9788/  10000 (97.88%), best:    9786/10000 (97.86%), error:       687.44611, best error:       731.12952 on epoch:    47, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:52:15 (5172): called boinc_finish(0)

</stderr_txt>
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