Nameexact_genome_1512568488_43_6671_1
Workunit2604657
Created7 Dec 2017, 21:13:23 UTC
Sent7 Dec 2017, 21:19:58 UTC
Report deadline17 Dec 2017, 5:45:11 UTC
Received8 Dec 2017, 15:19:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time6 hours 1 min 38 sec
CPU time5 hours 56 min 43 sec
Validate stateValid
Credit2,337.71
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.28 MB
Peak swap size153.57 MB
Peak disk usage1.92 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
947.72369 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 195.4752349854s, input_fired_time: 1.7314338684, output_fired_time: 1.7311943769, propagate_forward_time: 73.6830062866, propagate_backward_time: 114.5898513794, weight_update_time: 0.2380795479, other_time: 3.7397460938
epoch time: 15.9678668976s, input_fired_time: 0.2157953382, output_fired_time: 0.0000000000, propagate_forward_time: 15.0897750854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622962952
validation[          , genome  6671] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       958.07043, best error:       947.72369 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 195.5700836182s, input_fired_time: 1.7350008488, output_fired_time: 1.7281408310, propagate_forward_time: 73.8116226196, propagate_backward_time: 114.5280456543, weight_update_time: 0.2390500605, other_time: 3.7672805786
epoch time: 15.6827697754s, input_fired_time: 0.2162561119, output_fired_time: 0.0000000000, propagate_forward_time: 14.7975625992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6689510345
validation[          , genome  6671] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:      1004.21417, best error:       947.72369 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 195.5800018311s, input_fired_time: 1.7347437143, output_fired_time: 1.7167053223, propagate_forward_time: 73.3996276855, propagate_backward_time: 114.9477081299, weight_update_time: 0.2381996959, other_time: 3.7812194824
epoch time: 15.5984601974s, input_fired_time: 0.2135613114, output_fired_time: 0.0000000000, propagate_forward_time: 14.7184133530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664857864
validation[          , genome  6671] predictions:    9696/  10000 (96.96%), best:    9738/10000 (97.38%), error:       982.06696, best error:       947.72369 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 195.4405364990s, input_fired_time: 1.7330081463, output_fired_time: 1.7287760973, propagate_forward_time: 73.3089370728, propagate_backward_time: 114.8880157471, weight_update_time: 0.2370876670, other_time: 3.7818069458
epoch time: 15.9920358658s, input_fired_time: 0.2193089575, output_fired_time: 0.0000000000, propagate_forward_time: 15.0895376205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831893921
validation[          , genome  6671] predictions:    9676/  10000 (96.76%), best:    9738/10000 (97.38%), error:      1031.63416, best error:       947.72369 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 195.5477905273s, input_fired_time: 1.7401429415, output_fired_time: 1.7205421925, propagate_forward_time: 73.5445251465, propagate_backward_time: 114.7619171143, weight_update_time: 0.2384369969, other_time: 3.7806701660
epoch time: 15.6109056473s, input_fired_time: 0.2135742605, output_fired_time: 0.0000000000, propagate_forward_time: 14.7477483749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495828629
validation[          , genome  6671] predictions:    9710/  10000 (97.10%), best:    9738/10000 (97.38%), error:      1008.79486, best error:       947.72369 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 195.4674072266s, input_fired_time: 1.7302659750, output_fired_time: 1.7319899797, propagate_forward_time: 73.4548110962, propagate_backward_time: 114.8224868774, weight_update_time: 0.2379550636, other_time: 3.7278442383
epoch time: 15.5687294006s, input_fired_time: 0.2145247161, output_fired_time: 0.0000000000, propagate_forward_time: 14.6768531799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773519516
validation[          , genome  6671] predictions:    9694/  10000 (96.94%), best:    9738/10000 (97.38%), error:      1042.98535, best error:       947.72369 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 196.0521697998s, input_fired_time: 1.7388752699, output_fired_time: 1.7408871651, propagate_forward_time: 74.0167770386, propagate_backward_time: 114.8315963745, weight_update_time: 0.2391386181, other_time: 3.7240295410
epoch time: 15.8180017471s, input_fired_time: 0.2200688869, output_fired_time: 0.0000000000, propagate_forward_time: 14.8395929337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7583398819
validation[          , genome  6671] predictions:    9684/  10000 (96.84%), best:    9738/10000 (97.38%), error:      1084.04053, best error:       947.72369 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 194.3469848633s, input_fired_time: 1.7357804775, output_fired_time: 1.7185466290, propagate_forward_time: 73.2761993408, propagate_backward_time: 113.8965072632, weight_update_time: 0.2380458415, other_time: 3.7199478149
epoch time: 15.1568202972s, input_fired_time: 0.2108789384, output_fired_time: 0.0000000000, propagate_forward_time: 14.2953329086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6506080627
validation[          , genome  6671] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:      1033.35767, best error:       947.72369 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 195.6859588623s, input_fired_time: 1.7397142649, output_fired_time: 1.7236268520, propagate_forward_time: 73.8937149048, propagate_backward_time: 114.6344909668, weight_update_time: 0.2368086278, other_time: 3.6944046021
epoch time: 15.2664947510s, input_fired_time: 0.2138929814, output_fired_time: 0.0000000000, propagate_forward_time: 14.3942947388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583070755
validation[          , genome  6671] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       976.71600, best error:       947.72369 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 195.5338897705s, input_fired_time: 1.7357965708, output_fired_time: 1.7222454548, propagate_forward_time: 73.5512542725, propagate_backward_time: 114.7336959839, weight_update_time: 0.2397670299, other_time: 3.7909011841
epoch time: 15.5383787155s, input_fired_time: 0.2161817998, output_fired_time: 0.0000000000, propagate_forward_time: 14.6419010162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802959442
validation[          , genome  6671] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:      1037.78735, best error:       947.72369 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 195.3895111084s, input_fired_time: 1.7470251322, output_fired_time: 1.7387644053, propagate_forward_time: 73.8701324463, propagate_backward_time: 114.3449478149, weight_update_time: 0.2376953512, other_time: 3.6886367798
epoch time: 15.3806705475s, input_fired_time: 0.2148274183, output_fired_time: 0.0000000000, propagate_forward_time: 14.4926595688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6731834412
validation[          , genome  6671] predictions:    9675/  10000 (96.75%), best:    9738/10000 (97.38%), error:      1028.45752, best error:       947.72369 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 195.2308349609s, input_fired_time: 1.7434663773, output_fired_time: 1.7262715101, propagate_forward_time: 73.6719818115, propagate_backward_time: 114.3700790405, weight_update_time: 0.2381094396, other_time: 3.7190322876
epoch time: 15.6308898926s, input_fired_time: 0.2154418379, output_fired_time: 0.0000000000, propagate_forward_time: 14.7502040863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6652441025
validation[          , genome  6671] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       941.80560, best error:       941.80560 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 195.8086700439s, input_fired_time: 1.7434576750, output_fired_time: 1.7376785278, propagate_forward_time: 73.8036270142, propagate_backward_time: 114.7481460571, weight_update_time: 0.2385916263, other_time: 3.7757720947
epoch time: 15.8405618668s, input_fired_time: 0.2183436900, output_fired_time: 0.0000000000, propagate_forward_time: 14.9664888382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557292938
validation[          , genome  6671] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       896.31110, best error:       896.31110 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 195.6567535400s, input_fired_time: 1.7420994043, output_fired_time: 1.7244995832, propagate_forward_time: 73.6976776123, propagate_backward_time: 114.7891159058, weight_update_time: 0.2372028530, other_time: 3.7033615112
epoch time: 15.9905204773s, input_fired_time: 0.2188583910, output_fired_time: 0.0000000000, propagate_forward_time: 15.1040229797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676387787
validation[          , genome  6671] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       846.28125, best error:       846.28125 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 196.3355712891s, input_fired_time: 1.7463415861, output_fired_time: 1.7329074144, propagate_forward_time: 73.8901214600, propagate_backward_time: 115.2233581543, weight_update_time: 0.2392121255, other_time: 3.7428436279
epoch time: 15.6600933075s, input_fired_time: 0.2177408785, output_fired_time: 0.0000000000, propagate_forward_time: 14.7557830811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865692139
validation[          , genome  6671] predictions:    9705/  10000 (97.05%), best:    9762/10000 (97.62%), error:       980.03436, best error:       846.28125 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 194.6534729004s, input_fired_time: 1.7436658144, output_fired_time: 1.7210614681, propagate_forward_time: 73.4973983765, propagate_backward_time: 113.9391479492, weight_update_time: 0.2371081859, other_time: 3.7522048950
epoch time: 15.8366069794s, input_fired_time: 0.2190338224, output_fired_time: 0.0000000000, propagate_forward_time: 14.9344358444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831369400
validation[          , genome  6671] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       926.54321, best error:       846.28125 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 194.1673583984s, input_fired_time: 1.7321410179, output_fired_time: 1.7198003531, propagate_forward_time: 72.9479064941, propagate_backward_time: 114.0124511719, weight_update_time: 0.2375300974, other_time: 3.7550506592
epoch time: 15.0859203339s, input_fired_time: 0.2116215676, output_fired_time: 0.0000000000, propagate_forward_time: 14.1954383850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788606644
validation[          , genome  6671] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       933.27502, best error:       846.28125 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 195.2038879395s, input_fired_time: 1.7409741879, output_fired_time: 1.7107255459, propagate_forward_time: 73.7481842041, propagate_backward_time: 114.2848968506, weight_update_time: 0.2376383394, other_time: 3.7191162109
epoch time: 15.4652023315s, input_fired_time: 0.2161417305, output_fired_time: 0.0000000000, propagate_forward_time: 14.5641956329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6848649979
validation[          , genome  6671] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       883.63263, best error:       846.28125 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 195.3547668457s, input_fired_time: 1.7424504757, output_fired_time: 1.7272616625, propagate_forward_time: 73.4674606323, propagate_backward_time: 114.7164306641, weight_update_time: 0.2386191934, other_time: 3.7011642456
epoch time: 15.6984853745s, input_fired_time: 0.2170241326, output_fired_time: 0.0000000000, propagate_forward_time: 14.8266668320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547946930
validation[          , genome  6671] predictions:    9700/  10000 (97.00%), best:    9762/10000 (97.62%), error:       989.42194, best error:       846.28125 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 194.6218719482s, input_fired_time: 1.7415169477, output_fired_time: 1.7209836245, propagate_forward_time: 73.5602874756, propagate_backward_time: 113.8893051147, weight_update_time: 0.2375609577, other_time: 3.7097854614
epoch time: 15.3691596985s, input_fired_time: 0.2144806534, output_fired_time: 0.0000000000, propagate_forward_time: 14.5014791489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532001495
validation[          , genome  6671] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       902.15680, best error:       846.28125 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 194.6428070068s, input_fired_time: 1.7404568195, output_fired_time: 1.7205836773, propagate_forward_time: 73.2678909302, propagate_backward_time: 114.1906051636, weight_update_time: 0.2370639741, other_time: 3.7232666016
epoch time: 15.6693754196s, input_fired_time: 0.2218065858, output_fired_time: 0.0000000000, propagate_forward_time: 14.7459135056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7016553879
validation[          , genome  6671] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       926.36774, best error:       846.28125 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 196.6217498779s, input_fired_time: 1.7610784769, output_fired_time: 1.7348959446, propagate_forward_time: 74.0710830688, propagate_backward_time: 115.2442398071, weight_update_time: 0.2411968261, other_time: 3.8104553223
epoch time: 15.7432413101s, input_fired_time: 0.2175191790, output_fired_time: 0.0000000000, propagate_forward_time: 14.8525381088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6731843948
validation[          , genome  6671] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       881.35382, best error:       846.28125 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 194.3759307861s, input_fired_time: 1.7438213825, output_fired_time: 1.7331446409, propagate_forward_time: 73.0979537964, propagate_backward_time: 114.1028289795, weight_update_time: 0.2365524471, other_time: 3.6981887817
epoch time: 15.5913877487s, input_fired_time: 0.2169560045, output_fired_time: 0.0000000000, propagate_forward_time: 14.7027168274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6717147827
validation[          , genome  6671] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       854.92499, best error:       846.28125 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 195.2565917969s, input_fired_time: 1.7487459183, output_fired_time: 1.7256718874, propagate_forward_time: 73.4526290894, propagate_backward_time: 114.6284027100, weight_update_time: 0.2375026047, other_time: 3.7011337280
epoch time: 15.6178331375s, input_fired_time: 0.2194229066, output_fired_time: 0.0000000000, propagate_forward_time: 14.7369318008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614780426
validation[          , genome  6671] predictions:    9718/  10000 (97.18%), best:    9762/10000 (97.62%), error:       930.72595, best error:       846.28125 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 195.7908477783s, input_fired_time: 1.7461147308, output_fired_time: 1.7226512432, propagate_forward_time: 73.5511398315, propagate_backward_time: 114.9797134399, weight_update_time: 0.2392610759, other_time: 3.7912292480
epoch time: 15.6536560059s, input_fired_time: 0.2203604281, output_fired_time: 0.0000000000, propagate_forward_time: 14.7035303116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7297649384
validation[          , genome  6671] predictions:    9733/  10000 (97.33%), best:    9762/10000 (97.62%), error:       910.55542, best error:       846.28125 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 194.8039245605s, input_fired_time: 1.7450860739, output_fired_time: 1.7115260363, propagate_forward_time: 73.2421112061, propagate_backward_time: 114.3574752808, weight_update_time: 0.2369354963, other_time: 3.7477188110
epoch time: 15.9056005478s, input_fired_time: 0.2213750780, output_fired_time: 0.0000000000, propagate_forward_time: 15.0110502243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6731748581
validation[          , genome  6671] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       916.70593, best error:       846.28125 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 195.1247406006s, input_fired_time: 1.7487943172, output_fired_time: 1.7290142775, propagate_forward_time: 73.4583892822, propagate_backward_time: 114.4412918091, weight_update_time: 0.2379909754, other_time: 3.7472457886
epoch time: 15.7027263641s, input_fired_time: 0.2179647982, output_fired_time: 0.0000000000, propagate_forward_time: 14.8317165375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530447006
validation[          , genome  6671] predictions:    9726/  10000 (97.26%), best:    9762/10000 (97.62%), error:       929.78540, best error:       846.28125 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 197.9497070313s, input_fired_time: 1.7551268339, output_fired_time: 1.7508327961, propagate_forward_time: 74.2676925659, propagate_backward_time: 116.4281311035, weight_update_time: 0.2395491898, other_time: 3.7479171753
epoch time: 16.0206089020s, input_fired_time: 0.2217264771, output_fired_time: 0.0000000000, propagate_forward_time: 15.1151609421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837215424
validation[          , genome  6671] predictions:    9718/  10000 (97.18%), best:    9762/10000 (97.62%), error:       894.71899, best error:       846.28125 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 195.3150482178s, input_fired_time: 1.7492002249, output_fired_time: 1.7243518829, propagate_forward_time: 73.9213409424, propagate_backward_time: 114.2027206421, weight_update_time: 0.2370408773, other_time: 3.7174301147
epoch time: 15.4999551773s, input_fired_time: 0.2162405550, output_fired_time: 0.0000000000, propagate_forward_time: 14.6304092407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533050537
validation[          , genome  6671] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       964.12463, best error:       846.28125 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 196.3731536865s, input_fired_time: 1.7527534962, output_fired_time: 1.7374442816, propagate_forward_time: 74.2250595093, propagate_backward_time: 114.9533157349, weight_update_time: 0.2393956631, other_time: 3.7045898438
epoch time: 15.6112499237s, input_fired_time: 0.2193837315, output_fired_time: 0.0000000000, propagate_forward_time: 14.7176103592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742553711
validation[          , genome  6671] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       879.31738, best error:       846.28125 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 194.7774200439s, input_fired_time: 1.7526599169, output_fired_time: 1.7219940424, propagate_forward_time: 73.4103546143, propagate_backward_time: 114.1429138184, weight_update_time: 0.2381489575, other_time: 3.7494964600
epoch time: 15.7913303375s, input_fired_time: 0.2186224163, output_fired_time: 0.0000000000, propagate_forward_time: 14.8957500458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769580841
validation[          , genome  6671] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       879.44904, best error:       846.28125 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 195.8713226318s, input_fired_time: 1.7517198324, output_fired_time: 1.7074174881, propagate_forward_time: 73.5988159180, propagate_backward_time: 115.0492858887, weight_update_time: 0.2389113009, other_time: 3.7640838623
epoch time: 15.5262994766s, input_fired_time: 0.2173553705, output_fired_time: 0.0000000000, propagate_forward_time: 14.6409578323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679859161
validation[          , genome  6671] predictions:    9665/  10000 (96.65%), best:    9762/10000 (97.62%), error:      1092.26123, best error:       846.28125 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 194.7974548340s, input_fired_time: 1.7470784187, output_fired_time: 1.7134056091, propagate_forward_time: 73.5309677124, propagate_backward_time: 114.0401763916, weight_update_time: 0.2372586429, other_time: 3.7658157349
epoch time: 15.9512281418s, input_fired_time: 0.2214481533, output_fired_time: 0.0000000000, propagate_forward_time: 15.0308427811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6989374161
validation[          , genome  6671] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       906.62341, best error:       846.28125 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 197.1428527832s, input_fired_time: 1.7591993809, output_fired_time: 1.7300603390, propagate_forward_time: 74.1486892700, propagate_backward_time: 115.7787551880, weight_update_time: 0.2391365469, other_time: 3.7261505127
epoch time: 15.9619302750s, input_fired_time: 0.2203200310, output_fired_time: 0.0000000000, propagate_forward_time: 15.0765495300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6650609970
validation[          , genome  6671] predictions:    9708/  10000 (97.08%), best:    9762/10000 (97.62%), error:       998.86292, best error:       846.28125 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 195.4967041016s, input_fired_time: 1.7538828850, output_fired_time: 1.7196267843, propagate_forward_time: 73.3284988403, propagate_backward_time: 114.9834899902, weight_update_time: 0.2396331131, other_time: 3.7112197876
epoch time: 15.7463340759s, input_fired_time: 0.2189620882, output_fired_time: 0.0000000000, propagate_forward_time: 14.8632106781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641616821
validation[          , genome  6671] predictions:    9678/  10000 (96.78%), best:    9762/10000 (97.62%), error:      1045.42407, best error:       846.28125 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 195.9603729248s, input_fired_time: 1.7557544708, output_fired_time: 1.7313935757, propagate_forward_time: 73.8580856323, propagate_backward_time: 114.9358825684, weight_update_time: 0.2370147258, other_time: 3.6792526245
epoch time: 16.0192584991s, input_fired_time: 0.2226547301, output_fired_time: 0.0000000000, propagate_forward_time: 15.1333656311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632385254
validation[          , genome  6671] predictions:    9677/  10000 (96.77%), best:    9762/10000 (97.62%), error:      1019.58551, best error:       846.28125 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 194.8225250244s, input_fired_time: 1.7510892153, output_fired_time: 1.7291294336, propagate_forward_time: 73.3714904785, propagate_backward_time: 114.2254638672, weight_update_time: 0.2378921062, other_time: 3.7453613281
epoch time: 15.3177623749s, input_fired_time: 0.2171065062, output_fired_time: 0.0000000000, propagate_forward_time: 14.3860225677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7146329880
validation[          , genome  6671] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       857.56641, best error:       846.28125 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 196.5188598633s, input_fired_time: 1.7571564913, output_fired_time: 1.7402584553, propagate_forward_time: 73.9737091064, propagate_backward_time: 115.2987670898, weight_update_time: 0.2392798066, other_time: 3.7489624023
epoch time: 14.3319826126s, input_fired_time: 0.2070029527, output_fired_time: 0.0000000000, propagate_forward_time: 13.4822273254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427526474
validation[          , genome  6671] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       807.29706, best error:       807.29706 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 192.2703399658s, input_fired_time: 1.7401499748, output_fired_time: 1.7043493986, propagate_forward_time: 72.7367095947, propagate_backward_time: 112.4194412231, weight_update_time: 0.2340799719, other_time: 3.6697006226
epoch time: 15.5824680328s, input_fired_time: 0.2186059058, output_fired_time: 0.0000000000, propagate_forward_time: 14.7074565887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564054489
validation[          , genome  6671] predictions:    9736/  10000 (97.36%), best:    9741/10000 (97.41%), error:       881.15814, best error:       807.29706 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 195.9702301025s, input_fired_time: 1.7605446577, output_fired_time: 1.7400456667, propagate_forward_time: 74.0994949341, propagate_backward_time: 114.6550827026, weight_update_time: 0.2387148887, other_time: 3.7150573730
epoch time: 15.6466817856s, input_fired_time: 0.2174742818, output_fired_time: 0.0000000000, propagate_forward_time: 14.7763633728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528444290
validation[          , genome  6671] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       875.62567, best error:       807.29706 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 196.5246582031s, input_fired_time: 1.7592167854, output_fired_time: 1.7373747826, propagate_forward_time: 74.0857620239, propagate_backward_time: 115.1973266602, weight_update_time: 0.2394161224, other_time: 3.7449722290
epoch time: 14.4280538559s, input_fired_time: 0.2070492059, output_fired_time: 0.0000000000, propagate_forward_time: 13.5688571930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521472931
validation[          , genome  6671] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       914.03143, best error:       807.29706 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 194.8669128418s, input_fired_time: 1.7495151758, output_fired_time: 1.7239388227, propagate_forward_time: 73.0985794067, propagate_backward_time: 114.5512695313, weight_update_time: 0.2388479561, other_time: 3.7436141968
epoch time: 15.6203908920s, input_fired_time: 0.2196236700, output_fired_time: 0.0000000000, propagate_forward_time: 14.7044239044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963434219
validation[          , genome  6671] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       822.84851, best error:       807.29706 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 194.9747009277s, input_fired_time: 1.7570967674, output_fired_time: 1.7138966322, propagate_forward_time: 73.4785156250, propagate_backward_time: 114.2770614624, weight_update_time: 0.2372465134, other_time: 3.7481307983
epoch time: 15.7762889862s, input_fired_time: 0.2201036364, output_fired_time: 0.0000000000, propagate_forward_time: 14.8983697891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578159332
validation[          , genome  6671] predictions:    9729/  10000 (97.29%), best:    9741/10000 (97.41%), error:       942.39630, best error:       807.29706 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 195.7152252197s, input_fired_time: 1.7575552464, output_fired_time: 1.7167847157, propagate_forward_time: 73.7564086914, propagate_backward_time: 114.7189712524, weight_update_time: 0.2390914261, other_time: 3.7655105591
epoch time: 15.6643781662s, input_fired_time: 0.2211053371, output_fired_time: 0.0000000000, propagate_forward_time: 14.7577018738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6855707169
validation[          , genome  6671] predictions:    9736/  10000 (97.36%), best:    9741/10000 (97.41%), error:       909.12402, best error:       807.29706 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 197.0680847168s, input_fired_time: 1.7622134686, output_fired_time: 1.7431943417, propagate_forward_time: 74.4345474243, propagate_backward_time: 115.4327163696, weight_update_time: 0.2410045564, other_time: 3.6954193115
epoch time: 15.2335481644s, input_fired_time: 0.2154124230, output_fired_time: 0.0000000000, propagate_forward_time: 14.3650465012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530895233
validation[          , genome  6671] predictions:    9744/  10000 (97.44%), best:    9741/10000 (97.41%), error:       871.96881, best error:       807.29706 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 196.9372406006s, input_fired_time: 1.7659553289, output_fired_time: 1.7307602167, propagate_forward_time: 74.0174789429, propagate_backward_time: 115.6986236572, weight_update_time: 0.2393474877, other_time: 3.7244186401
epoch time: 14.6480579376s, input_fired_time: 0.2104652822, output_fired_time: 0.0000000000, propagate_forward_time: 13.7954807281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6421117783
validation[          , genome  6671] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       926.96198, best error:       807.29706 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 194.0854949951s, input_fired_time: 1.7558418512, output_fired_time: 1.7147326469, propagate_forward_time: 73.0732879639, propagate_backward_time: 113.7478027344, weight_update_time: 0.2368040830, other_time: 3.7938232422
epoch time: 15.0258541107s, input_fired_time: 0.2158705741, output_fired_time: 0.0000000000, propagate_forward_time: 14.1487197876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6612634659
validation[          , genome  6671] predictions:    9754/  10000 (97.54%), best:    9741/10000 (97.41%), error:       826.79510, best error:       807.29706 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 197.2424926758s, input_fired_time: 1.7653741837, output_fired_time: 1.7366045713, propagate_forward_time: 74.2207412720, propagate_backward_time: 115.7834701538, weight_update_time: 0.2390941381, other_time: 3.7362976074
epoch time: 15.4229335785s, input_fired_time: 0.2188801616, output_fired_time: 0.0000000000, propagate_forward_time: 14.5358724594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681814194
validation[          , genome  6671] predictions:    9703/  10000 (97.03%), best:    9741/10000 (97.41%), error:      1009.65082, best error:       807.29706 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 197.3701934814s, input_fired_time: 1.7714170218, output_fired_time: 1.7486300468, propagate_forward_time: 74.4532318115, propagate_backward_time: 115.6984405518, weight_update_time: 0.2396960706, other_time: 3.6984710693
epoch time: 16.0144195557s, input_fired_time: 0.2223429680, output_fired_time: 0.0000000000, propagate_forward_time: 15.1158761978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761999130
validation[          , genome  6671] predictions:    9729/  10000 (97.29%), best:    9741/10000 (97.41%), error:       942.78430, best error:       807.29706 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 195.9490966797s, input_fired_time: 1.7582869530, output_fired_time: 1.7239705324, propagate_forward_time: 73.5936431885, propagate_backward_time: 115.1437606812, weight_update_time: 0.2389703989, other_time: 3.7294387817
epoch time: 15.7327079773s, input_fired_time: 0.2221287787, output_fired_time: 0.0000000000, propagate_forward_time: 14.8550224304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6555566788
validation[          , genome  6671] predictions:    9749/  10000 (97.49%), best:    9741/10000 (97.41%), error:       853.83844, best error:       807.29706 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 195.7344055176s, input_fired_time: 1.7565888166, output_fired_time: 1.7153816223, propagate_forward_time: 73.7228698730, propagate_backward_time: 114.8012008667, weight_update_time: 0.2382677794, other_time: 3.7383651733
epoch time: 15.8211545944s, input_fired_time: 0.2198543847, output_fired_time: 0.0000000000, propagate_forward_time: 14.9412326813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600675583
validation[          , genome  6671] predictions:    9745/  10000 (97.45%), best:    9741/10000 (97.41%), error:       883.50421, best error:       807.29706 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 195.4379882813s, input_fired_time: 1.7556797266, output_fired_time: 1.7293109894, propagate_forward_time: 73.2549972534, propagate_backward_time: 114.9710922241, weight_update_time: 0.2402947992, other_time: 3.7269134521
epoch time: 15.6735181808s, input_fired_time: 0.2200221717, output_fired_time: 0.0000000000, propagate_forward_time: 14.7931880951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603078842
validation[          , genome  6671] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       822.31616, best error:       807.29706 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 198.0024108887s, input_fired_time: 1.7681550980, output_fired_time: 1.7519898415, propagate_forward_time: 74.5944366455, propagate_backward_time: 116.1725234985, weight_update_time: 0.2398674190, other_time: 3.7153091431
epoch time: 15.7552576065s, input_fired_time: 0.2210087478, output_fired_time: 0.0000000000, propagate_forward_time: 14.8746242523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596250534
validation[          , genome  6671] predictions:    9746/  10000 (97.46%), best:    9741/10000 (97.41%), error:       841.01825, best error:       807.29706 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 195.8562469482s, input_fired_time: 1.7592827082, output_fired_time: 1.7274107933, propagate_forward_time: 73.5329513550, propagate_backward_time: 115.0682983398, weight_update_time: 0.2377938032, other_time: 3.7683029175
epoch time: 15.8200349808s, input_fired_time: 0.2236145586, output_fired_time: 0.0000000000, propagate_forward_time: 14.9114818573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849384308
validation[          , genome  6671] predictions:    9736/  10000 (97.36%), best:    9741/10000 (97.41%), error:       884.26819, best error:       807.29706 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 195.3571472168s, input_fired_time: 1.7590917349, output_fired_time: 1.7213146687, propagate_forward_time: 73.3803024292, propagate_backward_time: 114.7277069092, weight_update_time: 0.2378800660, other_time: 3.7687301636
epoch time: 15.9358129501s, input_fired_time: 0.2243166268, output_fired_time: 0.0000000000, propagate_forward_time: 15.0350360870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6764602661
validation[          , genome  6671] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       948.23779, best error:       807.29706 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 195.4532775879s, input_fired_time: 1.7522368431, output_fired_time: 1.7251937389, propagate_forward_time: 73.3838272095, propagate_backward_time: 114.8717727661, weight_update_time: 0.2376860082, other_time: 3.7202453613
epoch time: 15.9269609451s, input_fired_time: 0.2225388885, output_fired_time: 0.0000000000, propagate_forward_time: 15.0370979309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6673240662
validation[          , genome  6671] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       852.26208, best error:       807.29706 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 196.0050354004s, input_fired_time: 1.7610908747, output_fired_time: 1.7215237617, propagate_forward_time: 73.6314773560, propagate_backward_time: 115.1602554321, weight_update_time: 0.2378897816, other_time: 3.7306823730
epoch time: 15.8707008362s, input_fired_time: 0.2241265476, output_fired_time: 0.0000000000, propagate_forward_time: 14.9796123505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6669616699
validation[          , genome  6671] predictions:    9753/  10000 (97.53%), best:    9741/10000 (97.41%), error:       835.53235, best error:       807.29706 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 194.7912445068s, input_fired_time: 1.7560719252, output_fired_time: 1.7199343443, propagate_forward_time: 73.2965774536, propagate_backward_time: 114.2731552124, weight_update_time: 0.2381587476, other_time: 3.7454986572
epoch time: 15.8940401077s, input_fired_time: 0.2230024189, output_fired_time: 0.0000000000, propagate_forward_time: 14.9889078140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821298599
validation[          , genome  6671] predictions:    9755/  10000 (97.55%), best:    9741/10000 (97.41%), error:       844.41492, best error:       807.29706 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 192.8195648193s, input_fired_time: 1.7465304136, output_fired_time: 1.7002553940, propagate_forward_time: 72.5426177979, propagate_backward_time: 113.1152877808, weight_update_time: 0.2375475168, other_time: 3.7148666382
epoch time: 15.8550682068s, input_fired_time: 0.2245173752, output_fired_time: 0.0000000000, propagate_forward_time: 14.9568281174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737222672
validation[          , genome  6671] predictions:    9749/  10000 (97.49%), best:    9741/10000 (97.41%), error:       837.41125, best error:       807.29706 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 197.4179077148s, input_fired_time: 1.7749924660, output_fired_time: 1.7559994459, propagate_forward_time: 74.5898056030, propagate_backward_time: 115.5524597168, weight_update_time: 0.2396659851, other_time: 3.7446517944
epoch time: 15.7301282883s, input_fired_time: 0.2221003324, output_fired_time: 0.0000000000, propagate_forward_time: 14.8346834183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733446121
validation[          , genome  6671] predictions:    9754/  10000 (97.54%), best:    9741/10000 (97.41%), error:       840.98718, best error:       807.29706 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 195.9448242188s, input_fired_time: 1.7697393894, output_fired_time: 1.7325285673, propagate_forward_time: 73.7478408813, propagate_backward_time: 114.8817062378, weight_update_time: 0.2397864461, other_time: 3.8130035400
epoch time: 15.9579944611s, input_fired_time: 0.2237543166, output_fired_time: 0.0000000000, propagate_forward_time: 15.0655117035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6687288284
validation[          , genome  6671] predictions:    9681/  10000 (96.81%), best:    9741/10000 (97.41%), error:      1006.11719, best error:       807.29706 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 194.5222473145s, input_fired_time: 1.7579860687, output_fired_time: 1.7087569237, propagate_forward_time: 73.3088607788, propagate_backward_time: 114.0284500122, weight_update_time: 0.2369287014, other_time: 3.7182006836
epoch time: 15.2498378754s, input_fired_time: 0.2197367549, output_fired_time: 0.0000000000, propagate_forward_time: 14.3686609268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614398956
validation[          , genome  6671] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       874.01550, best error:       807.29706 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 194.3147888184s, input_fired_time: 1.7630082369, output_fired_time: 1.7120970488, propagate_forward_time: 73.3700180054, propagate_backward_time: 113.7562484741, weight_update_time: 0.2353570610, other_time: 3.7134094238
epoch time: 15.4260826111s, input_fired_time: 0.2200203836, output_fired_time: 0.0000000000, propagate_forward_time: 14.5300416946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760206223
validation[          , genome  6671] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       960.27496, best error:       807.29706 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 197.6619567871s, input_fired_time: 1.7793592215, output_fired_time: 1.7420719862, propagate_forward_time: 74.4476242065, propagate_backward_time: 115.9095687866, weight_update_time: 0.2408678085, other_time: 3.7833404541
epoch time: 15.4197769165s, input_fired_time: 0.2209780067, output_fired_time: 0.0000000000, propagate_forward_time: 14.5330801010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657190323
validation[          , genome  6671] predictions:    9744/  10000 (97.44%), best:    9741/10000 (97.41%), error:       870.42798, best error:       807.29706 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 197.0072937012s, input_fired_time: 1.7726584673, output_fired_time: 1.7299945354, propagate_forward_time: 73.9529495239, propagate_backward_time: 115.7619400024, weight_update_time: 0.2406483442, other_time: 3.7897491455
epoch time: 15.1117286682s, input_fired_time: 0.2177609503, output_fired_time: 0.0000000000, propagate_forward_time: 14.2247657776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692018509
validation[          , genome  6671] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       955.62158, best error:       807.29706 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 196.2281494141s, input_fired_time: 1.7709540129, output_fired_time: 1.7252095938, propagate_forward_time: 73.9985427856, propagate_backward_time: 114.9993286133, weight_update_time: 0.2382816970, other_time: 3.7341232300
epoch time: 15.3181457520s, input_fired_time: 0.2187234461, output_fired_time: 0.0000000000, propagate_forward_time: 14.4317121506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677103043
validation[          , genome  6671] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       804.04919, best error:       804.04919 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 197.3455657959s, input_fired_time: 1.7780646086, output_fired_time: 1.7430726290, propagate_forward_time: 74.5795288086, propagate_backward_time: 115.5128097534, weight_update_time: 0.2397940010, other_time: 3.7320938110
epoch time: 14.9295158386s, input_fired_time: 0.2146369666, output_fired_time: 0.0000000000, propagate_forward_time: 14.0671358109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477432251
validation[          , genome  6671] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       938.59491, best error:       804.04919 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 192.9587249756s, input_fired_time: 1.7506033182, output_fired_time: 1.7081799507, propagate_forward_time: 72.4929809570, propagate_backward_time: 113.3266677856, weight_update_time: 0.2351608425, other_time: 3.6802902222
epoch time: 15.7177991867s, input_fired_time: 0.2240152508, output_fired_time: 0.0000000000, propagate_forward_time: 14.8064966202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872873306
validation[          , genome  6671] predictions:    9754/  10000 (97.54%), best:    9757/10000 (97.57%), error:       820.99744, best error:       804.04919 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 195.8006134033s, input_fired_time: 1.7656809092, output_fired_time: 1.7335065603, propagate_forward_time: 73.6456375122, propagate_backward_time: 114.9435119629, weight_update_time: 0.2399908155, other_time: 3.7122726440
epoch time: 15.4617681503s, input_fired_time: 0.2206014097, output_fired_time: 0.0000000000, propagate_forward_time: 14.5893812180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517858505
validation[          , genome  6671] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       950.96039, best error:       804.04919 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 192.4799652100s, input_fired_time: 1.7531723976, output_fired_time: 1.7101836205, propagate_forward_time: 72.5492401123, propagate_backward_time: 112.7596435547, weight_update_time: 0.2348998785, other_time: 3.7077178955
epoch time: 15.6457481384s, input_fired_time: 0.2229485363, output_fired_time: 0.0000000000, propagate_forward_time: 14.7307443619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6920557022
validation[          , genome  6671] predictions:    9748/  10000 (97.48%), best:    9757/10000 (97.57%), error:       883.50037, best error:       804.04919 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 197.0098266602s, input_fired_time: 1.7779579163, output_fired_time: 1.7473940849, propagate_forward_time: 74.1790924072, propagate_backward_time: 115.5973968506, weight_update_time: 0.2400633544, other_time: 3.7079925537
epoch time: 16.0018634796s, input_fired_time: 0.2259171754, output_fired_time: 0.0000000000, propagate_forward_time: 15.1100587845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658878326
validation[          , genome  6671] predictions:    9756/  10000 (97.56%), best:    9757/10000 (97.57%), error:       823.55249, best error:       804.04919 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 195.3396911621s, input_fired_time: 1.7751122713, output_fired_time: 1.7298684120, propagate_forward_time: 73.7098770142, propagate_backward_time: 114.4421157837, weight_update_time: 0.2385725230, other_time: 3.6827087402
epoch time: 15.4830074310s, input_fired_time: 0.2209896594, output_fired_time: 0.0000000000, propagate_forward_time: 14.5965070724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655111313
validation[          , genome  6671] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       940.07404, best error:       804.04919 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 197.3294830322s, input_fired_time: 1.7816233635, output_fired_time: 1.7388961315, propagate_forward_time: 74.3067245483, propagate_backward_time: 115.7512207031, weight_update_time: 0.2403443158, other_time: 3.7510299683
epoch time: 15.6883573532s, input_fired_time: 0.2216649354, output_fired_time: 0.0000000000, propagate_forward_time: 14.8039808273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6627111435
validation[          , genome  6671] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       911.18683, best error:       804.04919 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 197.3954925537s, input_fired_time: 1.7806515694, output_fired_time: 1.7377967834, propagate_forward_time: 74.2083282471, propagate_backward_time: 115.8990631104, weight_update_time: 0.2413353920, other_time: 3.7696533203
epoch time: 15.5773677826s, input_fired_time: 0.2227527052, output_fired_time: 0.0000000000, propagate_forward_time: 14.6958913803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587238312
validation[          , genome  6671] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       843.40411, best error:       804.04919 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 194.0391235352s, input_fired_time: 1.7643231153, output_fired_time: 1.7104134560, propagate_forward_time: 72.8562088013, propagate_backward_time: 113.9188995361, weight_update_time: 0.2371330559, other_time: 3.7892684937
epoch time: 15.9912261963s, input_fired_time: 0.2254670858, output_fired_time: 0.0000000000, propagate_forward_time: 15.1113891602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543703079
validation[          , genome  6671] predictions:    9674/  10000 (96.74%), best:    9757/10000 (97.57%), error:      1117.17151, best error:       804.04919 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 194.6694641113s, input_fired_time: 1.7653824091, output_fired_time: 1.7245243788, propagate_forward_time: 73.2046585083, propagate_backward_time: 114.2269668579, weight_update_time: 0.2360917777, other_time: 3.7479400635
epoch time: 16.1295871735s, input_fired_time: 0.2252871394, output_fired_time: 0.0000000000, propagate_forward_time: 15.2270946503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6772050858
validation[          , genome  6671] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       853.44403, best error:       804.04919 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 193.9525146484s, input_fired_time: 1.7645286322, output_fired_time: 1.7174375057, propagate_forward_time: 72.9199981689, propagate_backward_time: 113.7804183960, weight_update_time: 0.2357654124, other_time: 3.7701339722
epoch time: 15.5039787292s, input_fired_time: 0.2220785767, output_fired_time: 0.0000000000, propagate_forward_time: 14.6049518585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769485474
validation[          , genome  6671] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       858.44531, best error:       804.04919 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 194.4519653320s, input_fired_time: 1.7651422024, output_fired_time: 1.7134604454, propagate_forward_time: 72.9455871582, propagate_backward_time: 114.2646179199, weight_update_time: 0.2376227081, other_time: 3.7631683350
epoch time: 15.0799741745s, input_fired_time: 0.2187969834, output_fired_time: 0.0000000000, propagate_forward_time: 14.2100372314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6511402130
validation[          , genome  6671] predictions:    9770/  10000 (97.70%), best:    9757/10000 (97.57%), error:       811.11829, best error:       804.04919 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 196.6132659912s, input_fired_time: 1.7778345346, output_fired_time: 1.7230850458, propagate_forward_time: 73.9457092285, propagate_backward_time: 115.4221725464, weight_update_time: 0.2399784029, other_time: 3.7444686890
epoch time: 16.0300655365s, input_fired_time: 0.2263859212, output_fired_time: 0.0000000000, propagate_forward_time: 15.1272735596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6764059067
validation[          , genome  6671] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       822.94263, best error:       804.04919 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 196.5066833496s, input_fired_time: 1.7767510414, output_fired_time: 1.7377117872, propagate_forward_time: 73.9289932251, propagate_backward_time: 115.2977294922, weight_update_time: 0.2385423779, other_time: 3.7654953003
epoch time: 15.3529176712s, input_fired_time: 0.2207923979, output_fired_time: 0.0000000000, propagate_forward_time: 14.4740943909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6580305099
validation[          , genome  6671] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       872.67407, best error:       804.04919 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 192.7822723389s, input_fired_time: 1.7654293776, output_fired_time: 1.7063766718, propagate_forward_time: 72.5168685913, propagate_backward_time: 113.0472640991, weight_update_time: 0.2362449020, other_time: 3.7463378906
epoch time: 15.5610466003s, input_fired_time: 0.2226885259, output_fired_time: 0.0000000000, propagate_forward_time: 14.6860370636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523208618
validation[          , genome  6671] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       890.11115, best error:       804.04919 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 193.5354003906s, input_fired_time: 1.7686281204, output_fired_time: 1.6981748343, propagate_forward_time: 72.7506866455, propagate_backward_time: 113.5113983154, weight_update_time: 0.2376985848, other_time: 3.8065032959
epoch time: 16.0770950317s, input_fired_time: 0.2255026549, output_fired_time: 0.0000000000, propagate_forward_time: 15.1727285385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788635254
validation[          , genome  6671] predictions:    9631/  10000 (96.31%), best:    9757/10000 (97.57%), error:      1245.90503, best error:       804.04919 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 194.5067443848s, input_fired_time: 1.7715252638, output_fired_time: 1.7221401930, propagate_forward_time: 73.0255584717, propagate_backward_time: 114.1588745117, weight_update_time: 0.2375759631, other_time: 3.8286437988
epoch time: 15.8624076843s, input_fired_time: 0.2260106057, output_fired_time: 0.0000000000, propagate_forward_time: 14.9728193283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635780334
validation[          , genome  6671] predictions:    9712/  10000 (97.12%), best:    9757/10000 (97.57%), error:       995.77759, best error:       804.04919 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 196.1265716553s, input_fired_time: 1.7746318579, output_fired_time: 1.7321255207, propagate_forward_time: 73.6780166626, propagate_backward_time: 115.1940078735, weight_update_time: 0.2396747470, other_time: 3.7477874756
epoch time: 15.9886569977s, input_fired_time: 0.2266392708, output_fired_time: 0.0000000000, propagate_forward_time: 15.1072473526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547708511
validation[          , genome  6671] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       903.14380, best error:       804.04919 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 196.2008666992s, input_fired_time: 1.7827043533, output_fired_time: 1.7400133610, propagate_forward_time: 73.7019882202, propagate_backward_time: 115.2203521729, weight_update_time: 0.2388119102, other_time: 3.7558059692
epoch time: 15.9079799652s, input_fired_time: 0.2245534509, output_fired_time: 0.0000000000, propagate_forward_time: 15.0141010284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693258286
validation[          , genome  6671] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       886.96252, best error:       804.04919 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 196.2899322510s, input_fired_time: 1.7733346224, output_fired_time: 1.7469815016, propagate_forward_time: 73.9137802124, propagate_backward_time: 115.1225585938, weight_update_time: 0.2391739786, other_time: 3.7332839966
epoch time: 15.8414936066s, input_fired_time: 0.2274376154, output_fired_time: 0.0000000000, propagate_forward_time: 14.9284238815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856317520
validation[          , genome  6671] predictions:    9763/  10000 (97.63%), best:    9757/10000 (97.57%), error:       871.23254, best error:       804.04919 on epoch:    80, 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: 78.2749176025s, input_fired_time: 1.1194690466, output_fired_time: 0.0000000000, propagate_forward_time: 73.7190017700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4364471436
best training[          , genome  6671] predictions:   49614/  50000 (99.23%), best:    9757/10000 (97.57%), error:      1595.90381, best error:       804.04919 on epoch:    80, 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: 15.5855379105s, input_fired_time: 0.2187083215, output_fired_time: 0.0000000000, propagate_forward_time: 14.7093791962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574506760
   testing[          , genome  6671] predictions:    9788/  10000 (97.88%), best:    9757/10000 (97.57%), error:       736.33807, best error:       804.04919 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:18:44 (2776): called boinc_finish(0)

</stderr_txt>
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