Nameexact_genome_1512568488_42_6768_1
Workunit2605045
Created7 Dec 2017, 21:43:24 UTC
Sent7 Dec 2017, 21:50:30 UTC
Report deadline15 Dec 2017, 19:09:49 UTC
Received9 Dec 2017, 13:37:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time5 hours 31 min 59 sec
CPU time5 hours 12 min 51 sec
Validate stateValid
Credit1,972.10
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.70 MB
Peak swap size155.09 MB
Peak disk usage2.28 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
6%), error:      1116.91553, best error:       968.98700 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 173.5352478027s, input_fired_time: 2.4663751125, output_fired_time: 2.6444473267, propagate_forward_time: 65.2372436523, propagate_backward_time: 99.3720474243, weight_update_time: 0.2196486443, other_time: 3.8151473999
epoch time: 14.2623367310s, input_fired_time: 0.2755770683, output_fired_time: 0.0000000000, propagate_forward_time: 13.3128719330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738872528
validation[          , genome  6768] predictions:    9691/  10000 (96.91%), best:    9696/10000 (96.96%), error:       989.52795, best error:       968.98700 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 169.5250549316s, input_fired_time: 2.2846839428, output_fired_time: 2.6263945103, propagate_forward_time: 64.0572509766, propagate_backward_time: 96.9811859131, weight_update_time: 0.2194892466, other_time: 3.5755462646
epoch time: 13.9842901230s, input_fired_time: 0.2816555500, output_fired_time: 0.0000000000, propagate_forward_time: 13.0500135422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526212692
validation[          , genome  6768] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1047.71545, best error:       968.98700 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 174.2658996582s, input_fired_time: 2.3428945541, output_fired_time: 2.6261739731, propagate_forward_time: 65.9236297607, propagate_backward_time: 99.6714935303, weight_update_time: 0.2198679894, other_time: 3.7017059326
epoch time: 15.9738721848s, input_fired_time: 0.3426820934, output_fired_time: 0.0000000000, propagate_forward_time: 14.8578100204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7733802795
validation[          , genome  6768] predictions:    9705/  10000 (97.05%), best:    9696/10000 (96.96%), error:       984.45630, best error:       968.98700 on epoch:     6, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 172.5679321289s, input_fired_time: 2.3025069237, output_fired_time: 2.6637887955, propagate_forward_time: 64.9960021973, propagate_backward_time: 98.8951644897, weight_update_time: 0.2508336008, other_time: 3.7104721069
epoch time: 16.4538421631s, input_fired_time: 0.3438513875, output_fired_time: 0.0000000000, propagate_forward_time: 15.3316001892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7783908844
validation[          , genome  6768] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       875.14349, best error:       875.14349 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 180.9522399902s, input_fired_time: 2.5647685528, output_fired_time: 2.7265753746, propagate_forward_time: 68.4968414307, propagate_backward_time: 103.3433761597, weight_update_time: 0.2549033165, other_time: 3.8206710815
epoch time: 17.3620491028s, input_fired_time: 0.3775086999, output_fired_time: 0.0000000000, propagate_forward_time: 16.1740436554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8104972839
validation[          , genome  6768] predictions:    9725/  10000 (97.25%), best:    9731/10000 (97.31%), error:       939.45557, best error:       875.14349 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 177.2478027344s, input_fired_time: 2.3457391262, output_fired_time: 2.6583664417, propagate_forward_time: 67.0060882568, propagate_backward_time: 101.4944839478, weight_update_time: 0.2222066373, other_time: 3.7431259155
epoch time: 15.8451471329s, input_fired_time: 0.3651911318, output_fired_time: 0.0000000000, propagate_forward_time: 14.7345781326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7453775406
validation[          , genome  6768] predictions:    9717/  10000 (97.17%), best:    9731/10000 (97.31%), error:       922.92151, best error:       875.14349 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 178.0097656250s, input_fired_time: 2.4027385712, output_fired_time: 2.7097516060, propagate_forward_time: 67.6577072144, propagate_backward_time: 101.5308761597, weight_update_time: 0.2213428319, other_time: 3.7086944580
epoch time: 19.0485973358s, input_fired_time: 0.5353958607, output_fired_time: 0.0000000000, propagate_forward_time: 17.6390151978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8741855621
validation[          , genome  6768] predictions:    9722/  10000 (97.22%), best:    9731/10000 (97.31%), error:       944.52917, best error:       875.14349 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 172.5157928467s, input_fired_time: 2.3199470043, output_fired_time: 2.6354517937, propagate_forward_time: 65.3133087158, propagate_backward_time: 98.5899963379, weight_update_time: 0.2221093178, other_time: 3.6570892334
epoch time: 17.9445514679s, input_fired_time: 0.3486561775, output_fired_time: 0.0000000000, propagate_forward_time: 16.7124423981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8834533691
validation[          , genome  6768] predictions:    9629/  10000 (96.29%), best:    9731/10000 (97.31%), error:      1182.71826, best error:       875.14349 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 171.2778015137s, input_fired_time: 2.3031382561, output_fired_time: 2.6448991299, propagate_forward_time: 64.7828369141, propagate_backward_time: 97.9570922852, weight_update_time: 0.2206860632, other_time: 3.5898437500
epoch time: 14.6871833801s, input_fired_time: 0.2798754871, output_fired_time: 0.0000000000, propagate_forward_time: 13.7326583862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746492386
validation[          , genome  6768] predictions:    9643/  10000 (96.43%), best:    9731/10000 (97.31%), error:      1087.95959, best error:       875.14349 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 178.7483062744s, input_fired_time: 2.3682861328, output_fired_time: 2.7989861965, propagate_forward_time: 67.7703170776, propagate_backward_time: 102.1182327271, weight_update_time: 0.2224791199, other_time: 3.6924896240
epoch time: 14.8936328888s, input_fired_time: 0.3276414573, output_fired_time: 0.0000000000, propagate_forward_time: 13.7988328934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7671585083
validation[          , genome  6768] predictions:    9729/  10000 (97.29%), best:    9731/10000 (97.31%), error:       900.38965, best error:       875.14349 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 177.2455444336s, input_fired_time: 2.3507535458, output_fired_time: 2.6586031914, propagate_forward_time: 66.9697647095, propagate_backward_time: 101.4309844971, weight_update_time: 0.2535926104, other_time: 3.8354415894
epoch time: 20.0030689240s, input_fired_time: 0.4103856385, output_fired_time: 0.0000000000, propagate_forward_time: 18.7104644775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8822193146
validation[          , genome  6768] predictions:    9687/  10000 (96.87%), best:    9731/10000 (97.31%), error:       987.45697, best error:       875.14349 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 183.2438049316s, input_fired_time: 2.4442539215, output_fired_time: 2.6975088120, propagate_forward_time: 69.3441162109, propagate_backward_time: 104.8728103638, weight_update_time: 0.2853570282, other_time: 3.8851089478
epoch time: 23.2950477600s, input_fired_time: 0.4404710829, output_fired_time: 0.0000000000, propagate_forward_time: 21.9130878448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9414882660
validation[          , genome  6768] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       927.73071, best error:       875.14349 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 172.8642272949s, input_fired_time: 2.3512020111, output_fired_time: 2.6601462364, propagate_forward_time: 65.4048767090, propagate_backward_time: 98.7551040649, weight_update_time: 0.2224249244, other_time: 3.6929092407
epoch time: 14.7227430344s, input_fired_time: 0.2814253569, output_fired_time: 0.0000000000, propagate_forward_time: 13.7603988647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809186935
validation[          , genome  6768] predictions:    9708/  10000 (97.08%), best:    9731/10000 (97.31%), error:       948.95520, best error:       875.14349 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 181.6208343506s, input_fired_time: 2.5057156086, output_fired_time: 2.8482787609, propagate_forward_time: 68.7597351074, propagate_backward_time: 103.6031494141, weight_update_time: 0.2528040707, other_time: 3.9039459229
epoch time: 15.7665872574s, input_fired_time: 0.2798108757, output_fired_time: 0.0000000000, propagate_forward_time: 14.7786827087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080936432
validation[          , genome  6768] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       928.65936, best error:       875.14349 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 177.2882690430s, input_fired_time: 2.3536977768, output_fired_time: 2.6617000103, propagate_forward_time: 67.4731063843, propagate_backward_time: 101.1179885864, weight_update_time: 0.2210482508, other_time: 3.6817779541
epoch time: 19.7535648346s, input_fired_time: 0.3832298219, output_fired_time: 0.0000000000, propagate_forward_time: 18.6203308105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7500038147
validation[          , genome  6768] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       961.84296, best error:       875.14349 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 175.6952819824s, input_fired_time: 2.3476631641, output_fired_time: 2.6891493797, propagate_forward_time: 66.4556961060, propagate_backward_time: 100.4560317993, weight_update_time: 0.2205004394, other_time: 3.7467498779
epoch time: 13.9889574051s, input_fired_time: 0.2815004289, output_fired_time: 0.0000000000, propagate_forward_time: 13.0561628342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512937546
validation[          , genome  6768] predictions:    9692/  10000 (96.92%), best:    9731/10000 (97.31%), error:       978.05359, best error:       875.14349 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 182.2468109131s, input_fired_time: 2.4703350067, output_fired_time: 2.7356207371, propagate_forward_time: 69.0919113159, propagate_backward_time: 104.1237182617, weight_update_time: 0.2686225474, other_time: 3.8252182007
epoch time: 14.1438274384s, input_fired_time: 0.3192282319, output_fired_time: 0.0000000000, propagate_forward_time: 13.1579666138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666326523
validation[          , genome  6768] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       935.14923, best error:       875.14349 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 175.4351043701s, input_fired_time: 2.3563220501, output_fired_time: 2.7376997471, propagate_forward_time: 66.4473800659, propagate_backward_time: 100.2671890259, weight_update_time: 0.2220048904, other_time: 3.6265106201
epoch time: 14.0533218384s, input_fired_time: 0.2844487429, output_fired_time: 0.0000000000, propagate_forward_time: 13.1153306961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6535425186
validation[          , genome  6768] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       864.02380, best error:       864.02380 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 180.0934753418s, input_fired_time: 2.4421541691, output_fired_time: 2.7804536819, propagate_forward_time: 67.8805313110, propagate_backward_time: 103.1917419434, weight_update_time: 0.2220472991, other_time: 3.7985916138
epoch time: 25.6744461060s, input_fired_time: 0.3480021656, output_fired_time: 0.0000000000, propagate_forward_time: 24.3849830627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9414615631
validation[          , genome  6768] predictions:    9740/  10000 (97.40%), best:    9722/10000 (97.22%), error:       884.41693, best error:       864.02380 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 181.0154876709s, input_fired_time: 2.4435586929, output_fired_time: 2.7557127476, propagate_forward_time: 68.4583129883, propagate_backward_time: 103.6029891968, weight_update_time: 0.2536882460, other_time: 3.7549209595
epoch time: 14.1713399887s, input_fired_time: 0.3136315346, output_fired_time: 0.0000000000, propagate_forward_time: 13.2133550644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443529129
validation[          , genome  6768] predictions:    9724/  10000 (97.24%), best:    9722/10000 (97.22%), error:       926.87268, best error:       864.02380 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 185.9862823486s, input_fired_time: 2.6082205772, output_fired_time: 2.8509843349, propagate_forward_time: 70.4162521362, propagate_backward_time: 106.0837173462, weight_update_time: 0.2214756161, other_time: 4.0271148682
epoch time: 20.9924545288s, input_fired_time: 0.3825756013, output_fired_time: 0.0000000000, propagate_forward_time: 19.6260051727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9838733673
validation[          , genome  6768] predictions:    9677/  10000 (96.77%), best:    9722/10000 (97.22%), error:      1013.90875, best error:       864.02380 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 178.8231201172s, input_fired_time: 2.3968901634, output_fired_time: 2.6719491482, propagate_forward_time: 67.9474182129, propagate_backward_time: 102.1094741821, weight_update_time: 0.2531249523, other_time: 3.6973800659
epoch time: 14.3317804337s, input_fired_time: 0.2821941078, output_fired_time: 0.0000000000, propagate_forward_time: 13.3706169128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789693832
validation[          , genome  6768] predictions:    9669/  10000 (96.69%), best:    9722/10000 (97.22%), error:      1028.51709, best error:       864.02380 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 181.6221466064s, input_fired_time: 2.4274077415, output_fired_time: 2.6679832935, propagate_forward_time: 68.7935333252, propagate_backward_time: 103.9040832520, weight_update_time: 0.2217889726, other_time: 3.8291320801
epoch time: 14.3045969009s, input_fired_time: 0.3077970445, output_fired_time: 0.0000000000, propagate_forward_time: 13.3193693161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774301529
validation[          , genome  6768] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       812.69916, best error:       812.69916 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 174.5191802979s, input_fired_time: 2.3354616165, output_fired_time: 2.6974546909, propagate_forward_time: 66.2315521240, propagate_backward_time: 99.6088638306, weight_update_time: 0.2219630033, other_time: 3.6458511353
epoch time: 14.1616134644s, input_fired_time: 0.2900648713, output_fired_time: 0.0000000000, propagate_forward_time: 13.2206249237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509237289
validation[          , genome  6768] predictions:    9690/  10000 (96.90%), best:    9750/10000 (97.50%), error:      1006.70367, best error:       812.69916 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 171.8608703613s, input_fired_time: 2.3211379051, output_fired_time: 2.6229221821, propagate_forward_time: 65.1052017212, propagate_backward_time: 98.1936187744, weight_update_time: 0.2220327705, other_time: 3.6179885864
epoch time: 13.8242273331s, input_fired_time: 0.2810973823, output_fired_time: 0.0000000000, propagate_forward_time: 12.8998308182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432991028
validation[          , genome  6768] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       887.94910, best error:       812.69916 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 171.8117675781s, input_fired_time: 2.3097479343, output_fired_time: 2.5994403362, propagate_forward_time: 64.7292785645, propagate_backward_time: 98.4729995728, weight_update_time: 0.2212433815, other_time: 3.7002944946
epoch time: 13.9164543152s, input_fired_time: 0.2805592418, output_fired_time: 0.0000000000, propagate_forward_time: 12.9903125763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6455821991
validation[          , genome  6768] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       892.25586, best error:       812.69916 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 168.1320190430s, input_fired_time: 2.4809534550, output_fired_time: 2.5822992325, propagate_forward_time: 63.4128837585, propagate_backward_time: 95.9810409546, weight_update_time: 0.2163164467, other_time: 3.6748275757
epoch time: 15.6175479889s, input_fired_time: 0.2830426097, output_fired_time: 0.0000000000, propagate_forward_time: 14.6547374725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6797676086
validation[          , genome  6768] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       783.86267, best error:       783.86267 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 181.3744049072s, input_fired_time: 9.4479675293, output_fired_time: 2.6667213440, propagate_forward_time: 66.1661834717, propagate_backward_time: 99.4476699829, weight_update_time: 0.2217324823, other_time: 3.6458663940
epoch time: 21.7307224274s, input_fired_time: 0.3783200383, output_fired_time: 0.0000000000, propagate_forward_time: 20.4807739258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8716278076
validation[          , genome  6768] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       905.29376, best error:       783.86267 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 188.4146575928s, input_fired_time: 2.4957013130, output_fired_time: 2.9580657482, propagate_forward_time: 71.2287597656, propagate_backward_time: 107.6793136597, weight_update_time: 0.2535500526, other_time: 4.0528182983
epoch time: 27.9825706482s, input_fired_time: 0.4781655073, output_fired_time: 0.0000000000, propagate_forward_time: 26.2156085968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2887973785
validation[          , genome  6768] predictions:    9706/  10000 (97.06%), best:    9754/10000 (97.54%), error:       908.54761, best error:       783.86267 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 183.0542755127s, input_fired_time: 2.4867076874, output_fired_time: 2.6953744888, propagate_forward_time: 69.2081451416, propagate_backward_time: 104.9303588867, weight_update_time: 0.2529146373, other_time: 3.7336883545
epoch time: 37.4678077698s, input_fired_time: 0.5278531909, output_fired_time: 0.0000000000, propagate_forward_time: 35.5783882141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3615646362
validation[          , genome  6768] predictions:    9732/  10000 (97.32%), best:    9754/10000 (97.54%), error:       862.47040, best error:       783.86267 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 174.2607574463s, input_fired_time: 2.3327968121, output_fired_time: 2.6504666805, propagate_forward_time: 65.9918365479, propagate_backward_time: 99.6314392090, weight_update_time: 0.2216745317, other_time: 3.6542205811
epoch time: 13.9565372467s, input_fired_time: 0.2536862791, output_fired_time: 0.0000000000, propagate_forward_time: 12.9706630707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7321882248
validation[          , genome  6768] predictions:    9739/  10000 (97.39%), best:    9754/10000 (97.54%), error:       923.30475, best error:       783.86267 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 174.6287689209s, input_fired_time: 2.4124479294, output_fired_time: 2.6766071320, propagate_forward_time: 66.0679931641, propagate_backward_time: 99.7505493164, weight_update_time: 0.2227779627, other_time: 3.7211761475
epoch time: 17.4566535950s, input_fired_time: 0.3168655336, output_fired_time: 0.0000000000, propagate_forward_time: 16.3137683868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8260192871
validation[          , genome  6768] predictions:    9750/  10000 (97.50%), best:    9754/10000 (97.54%), error:       822.41370, best error:       783.86267 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 172.3541717529s, input_fired_time: 2.3618824482, output_fired_time: 2.6278681755, propagate_forward_time: 65.2412948608, propagate_backward_time: 98.5027084351, weight_update_time: 0.2214004695, other_time: 3.6204223633
epoch time: 14.6659107208s, input_fired_time: 0.2831568718, output_fired_time: 0.0000000000, propagate_forward_time: 13.7038288116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789245605
validation[          , genome  6768] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       854.28821, best error:       783.86267 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 174.3586883545s, input_fired_time: 2.3702507019, output_fired_time: 2.5963563919, propagate_forward_time: 66.2703094482, propagate_backward_time: 99.4542083740, weight_update_time: 0.2168794870, other_time: 3.6675567627
epoch time: 15.7724056244s, input_fired_time: 0.2852937877, output_fired_time: 0.0000000000, propagate_forward_time: 14.6694660187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8176460266
validation[          , genome  6768] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       879.42841, best error:       783.86267 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 172.6210479736s, input_fired_time: 2.3390402794, output_fired_time: 2.6383001804, propagate_forward_time: 65.3783569336, propagate_backward_time: 98.6717071533, weight_update_time: 0.2214536667, other_time: 3.5936431885
epoch time: 14.1976699829s, input_fired_time: 0.3171218634, output_fired_time: 0.0000000000, propagate_forward_time: 13.2320079803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485404968
validation[          , genome  6768] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       883.09564, best error:       783.86267 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 174.5906829834s, input_fired_time: 2.4286527634, output_fired_time: 2.6638841629, propagate_forward_time: 66.0177764893, propagate_backward_time: 99.8604354858, weight_update_time: 0.2214043289, other_time: 3.6199417114
epoch time: 14.5748109818s, input_fired_time: 0.3133300245, output_fired_time: 0.0000000000, propagate_forward_time: 13.6174726486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440086365
validation[          , genome  6768] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       940.31207, best error:       783.86267 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 171.7904052734s, input_fired_time: 2.3655762672, output_fired_time: 2.6499805450, propagate_forward_time: 64.9211425781, propagate_backward_time: 98.2203826904, weight_update_time: 0.2212466598, other_time: 3.6333312988
epoch time: 14.5063924789s, input_fired_time: 0.2849616408, output_fired_time: 0.0000000000, propagate_forward_time: 13.5626373291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587934494
validation[          , genome  6768] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       925.10443, best error:       783.86267 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 172.3199462891s, input_fired_time: 2.3357322216, output_fired_time: 2.6388852596, propagate_forward_time: 65.2545471191, propagate_backward_time: 98.4998168945, weight_update_time: 0.2216290534, other_time: 3.5909576416
epoch time: 14.9735078812s, input_fired_time: 0.2891171873, output_fired_time: 0.0000000000, propagate_forward_time: 13.9894237518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6949672699
validation[          , genome  6768] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       896.86426, best error:       783.86267 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 173.7465057373s, input_fired_time: 2.3740108013, output_fired_time: 2.6422612667, propagate_forward_time: 65.8430023193, propagate_backward_time: 99.2559280396, weight_update_time: 0.2221615463, other_time: 3.6313095093
epoch time: 17.8629322052s, input_fired_time: 0.2861706316, output_fired_time: 0.0000000000, propagate_forward_time: 16.7620010376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8147602081
validation[          , genome  6768] predictions:    9756/  10000 (97.56%), best:    9754/10000 (97.54%), error:       823.41559, best error:       783.86267 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 175.8220367432s, input_fired_time: 2.4052355289, output_fired_time: 2.6565032005, propagate_forward_time: 66.6696472168, propagate_backward_time: 100.4228134155, weight_update_time: 0.2215512097, other_time: 3.6678237915
epoch time: 13.9803781509s, input_fired_time: 0.2849149704, output_fired_time: 0.0000000000, propagate_forward_time: 13.0475292206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479339600
validation[          , genome  6768] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       856.29272, best error:       783.86267 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 175.8287506104s, input_fired_time: 2.3707294464, output_fired_time: 2.6312787533, propagate_forward_time: 68.1920852661, propagate_backward_time: 98.9565277100, weight_update_time: 0.2216573954, other_time: 3.6781387329
epoch time: 16.7249584198s, input_fired_time: 0.3478808999, output_fired_time: 0.0000000000, propagate_forward_time: 15.6054134369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7716636658
validation[          , genome  6768] predictions:    9730/  10000 (97.30%), best:    9754/10000 (97.54%), error:       870.99200, best error:       783.86267 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 178.0862731934s, input_fired_time: 2.3363614082, output_fired_time: 2.7059662342, propagate_forward_time: 67.3708877563, propagate_backward_time: 101.9062500000, weight_update_time: 0.2214847952, other_time: 3.7668075562
epoch time: 13.8916063309s, input_fired_time: 0.2831057012, output_fired_time: 0.0000000000, propagate_forward_time: 12.9594697952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490306854
validation[          , genome  6768] predictions:    9697/  10000 (96.97%), best:    9754/10000 (97.54%), error:       948.47296, best error:       783.86267 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 172.0427703857s, input_fired_time: 2.3438730240, output_fired_time: 2.6308126450, propagate_forward_time: 65.2192764282, propagate_backward_time: 98.2211837769, weight_update_time: 0.2221108228, other_time: 3.6276245117
epoch time: 14.0284557343s, input_fired_time: 0.2883576453, output_fired_time: 0.0000000000, propagate_forward_time: 13.0862646103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538333893
validation[          , genome  6768] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       885.60797, best error:       783.86267 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 171.1594543457s, input_fired_time: 2.3225562572, output_fired_time: 2.5980949402, propagate_forward_time: 65.1752700806, propagate_backward_time: 97.4956054688, weight_update_time: 0.2202571779, other_time: 3.5679244995
epoch time: 13.9874553680s, input_fired_time: 0.2860036194, output_fired_time: 0.0000000000, propagate_forward_time: 13.0483474731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531038284
validation[          , genome  6768] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       800.56647, best error:       783.86267 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 174.3590087891s, input_fired_time: 2.3655962944, output_fired_time: 2.6950581074, propagate_forward_time: 66.0573196411, propagate_backward_time: 99.6043319702, weight_update_time: 0.2211072594, other_time: 3.6367034912
epoch time: 13.8920640945s, input_fired_time: 0.2852218747, output_fired_time: 0.0000000000, propagate_forward_time: 12.9569301605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499118805
validation[          , genome  6768] predictions:    9739/  10000 (97.39%), best:    9754/10000 (97.54%), error:       893.35663, best error:       783.86267 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 178.1784973145s, input_fired_time: 2.4174106121, output_fired_time: 2.6449582577, propagate_forward_time: 65.8101806641, propagate_backward_time: 103.6719589233, weight_update_time: 0.2231356204, other_time: 3.6339950562
epoch time: 13.8179674149s, input_fired_time: 0.2841192782, output_fired_time: 0.0000000000, propagate_forward_time: 12.8860111237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6478366852
validation[          , genome  6768] predictions:    9727/  10000 (97.27%), best:    9754/10000 (97.54%), error:       897.62378, best error:       783.86267 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 172.7235107422s, input_fired_time: 2.3669564724, output_fired_time: 2.6562087536, propagate_forward_time: 65.3448410034, propagate_backward_time: 98.6984024048, weight_update_time: 0.2219338268, other_time: 3.6571044922
epoch time: 13.8195943832s, input_fired_time: 0.2838451564, output_fired_time: 0.0000000000, propagate_forward_time: 12.8890857697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6466636658
validation[          , genome  6768] predictions:    9698/  10000 (96.98%), best:    9754/10000 (97.54%), error:       994.81311, best error:       783.86267 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 177.4797515869s, input_fired_time: 2.4127960205, output_fired_time: 2.6906275749, propagate_forward_time: 66.5298614502, propagate_backward_time: 102.1419219971, weight_update_time: 0.2262318730, other_time: 3.7045440674
epoch time: 17.9260635376s, input_fired_time: 0.3867186010, output_fired_time: 0.0000000000, propagate_forward_time: 16.8367805481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025642395
validation[          , genome  6768] predictions:    9701/  10000 (97.01%), best:    9754/10000 (97.54%), error:       985.51978, best error:       783.86267 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 179.6454010010s, input_fired_time: 2.3826096058, output_fired_time: 2.6663477421, propagate_forward_time: 65.0135040283, propagate_backward_time: 105.9838180542, weight_update_time: 0.2202456146, other_time: 3.5991134644
epoch time: 13.8165912628s, input_fired_time: 0.2840880752, output_fired_time: 0.0000000000, propagate_forward_time: 12.8868751526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456279755
validation[          , genome  6768] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       932.52209, best error:       783.86267 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 195.6722717285s, input_fired_time: 2.4776120186, output_fired_time: 2.6889083385, propagate_forward_time: 68.5158920288, propagate_backward_time: 118.1614303589, weight_update_time: 0.2231947482, other_time: 3.8284301758
epoch time: 13.7763156891s, input_fired_time: 0.2834213972, output_fired_time: 0.0000000000, propagate_forward_time: 12.8457584381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471357346
validation[          , genome  6768] predictions:    9751/  10000 (97.51%), best:    9754/10000 (97.54%), error:       823.33325, best error:       783.86267 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 190.6276245117s, input_fired_time: 2.3953888416, output_fired_time: 2.6331534386, propagate_forward_time: 81.9465866089, propagate_backward_time: 99.9235534668, weight_update_time: 0.2240466923, other_time: 3.7289505005
epoch time: 13.7699022293s, input_fired_time: 0.2851482034, output_fired_time: 0.0000000000, propagate_forward_time: 12.8343067169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504468918
validation[          , genome  6768] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       863.67297, best error:       783.86267 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 179.0564117432s, input_fired_time: 2.3702235222, output_fired_time: 2.7472004890, propagate_forward_time: 66.6198883057, propagate_backward_time: 103.6830520630, weight_update_time: 0.2214606702, other_time: 3.6360397339
epoch time: 25.1609134674s, input_fired_time: 0.3206939995, output_fired_time: 0.0000000000, propagate_forward_time: 24.1822109222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6580085754
validation[          , genome  6768] predictions:    9710/  10000 (97.10%), best:    9754/10000 (97.54%), error:       918.29425, best error:       783.86267 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 178.2604980469s, input_fired_time: 2.4070911407, output_fired_time: 2.6893739700, propagate_forward_time: 67.3987503052, propagate_backward_time: 102.0427017212, weight_update_time: 0.2521162629, other_time: 3.7225799561
epoch time: 22.4183044434s, input_fired_time: 0.4162322283, output_fired_time: 0.0000000000, propagate_forward_time: 21.1256141663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8764572144
validation[          , genome  6768] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       888.54871, best error:       783.86267 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 175.9814758301s, input_fired_time: 2.3935363293, output_fired_time: 2.7368080616, propagate_forward_time: 66.5315780640, propagate_backward_time: 100.6410903931, weight_update_time: 0.2522049546, other_time: 3.6784667969
epoch time: 18.4518527985s, input_fired_time: 0.3218764663, output_fired_time: 0.0000000000, propagate_forward_time: 17.3056411743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8243350983
validation[          , genome  6768] predictions:    9675/  10000 (96.75%), best:    9754/10000 (97.54%), error:      1083.86584, best error:       783.86267 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 175.1725616455s, input_fired_time: 2.3912618160, output_fired_time: 2.7510075569, propagate_forward_time: 66.1490707397, propagate_backward_time: 100.0681915283, weight_update_time: 0.2215287387, other_time: 3.8130264282
epoch time: 47.4010200500s, input_fired_time: 0.3153749108, output_fired_time: 0.0000000000, propagate_forward_time: 46.1350784302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9505653381
validation[          , genome  6768] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       889.40845, best error:       783.86267 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 174.9356231689s, input_fired_time: 2.3812665939, output_fired_time: 2.6634635925, propagate_forward_time: 66.2603607178, propagate_backward_time: 99.9384078979, weight_update_time: 0.2529723942, other_time: 3.6921157837
epoch time: 17.0580520630s, input_fired_time: 0.3484376371, output_fired_time: 0.0000000000, propagate_forward_time: 15.8737258911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8358879089
validation[          , genome  6768] predictions:    9740/  10000 (97.40%), best:    9754/10000 (97.54%), error:       834.86383, best error:       783.86267 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 177.6806182861s, input_fired_time: 2.3895411491, output_fired_time: 2.6709198952, propagate_forward_time: 67.2676544189, propagate_backward_time: 101.5990676880, weight_update_time: 0.2258237600, other_time: 3.7534408569
epoch time: 15.1415138245s, input_fired_time: 0.2845557630, output_fired_time: 0.0000000000, propagate_forward_time: 14.1488695145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080888748
validation[          , genome  6768] predictions:    9708/  10000 (97.08%), best:    9754/10000 (97.54%), error:       929.45209, best error:       783.86267 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 171.5736999512s, input_fired_time: 2.3148081303, output_fired_time: 2.5922927856, propagate_forward_time: 64.8544845581, propagate_backward_time: 98.2121429443, weight_update_time: 0.2197074741, other_time: 3.5999679565
epoch time: 15.4141635895s, input_fired_time: 0.3188352287, output_fired_time: 0.0000000000, propagate_forward_time: 14.3552522659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400760651
validation[          , genome  6768] predictions:    9748/  10000 (97.48%), best:    9754/10000 (97.54%), error:       844.95551, best error:       783.86267 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 171.7412567139s, input_fired_time: 2.3390293121, output_fired_time: 2.6204988956, propagate_forward_time: 65.1731033325, propagate_backward_time: 98.0360336304, weight_update_time: 0.2208538204, other_time: 3.5725860596
epoch time: 14.0199594498s, input_fired_time: 0.2871565819, output_fired_time: 0.0000000000, propagate_forward_time: 13.0848770142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479263306
validation[          , genome  6768] predictions:    9777/  10000 (97.77%), best:    9754/10000 (97.54%), error:       788.95093, best error:       783.86267 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 178.3582611084s, input_fired_time: 2.3694834709, output_fired_time: 2.7037010193, propagate_forward_time: 69.6832427979, propagate_backward_time: 99.9137115479, weight_update_time: 0.2213810384, other_time: 3.6881256104
epoch time: 14.8778285980s, input_fired_time: 0.3190712929, output_fired_time: 0.0000000000, propagate_forward_time: 13.8745193481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6842384338
validation[          , genome  6768] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       906.44769, best error:       783.86267 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 173.0570983887s, input_fired_time: 2.3499419689, output_fired_time: 2.6976749897, propagate_forward_time: 65.5942077637, propagate_backward_time: 98.8218383789, weight_update_time: 0.2215561569, other_time: 3.5934295654
epoch time: 25.0293254852s, input_fired_time: 0.3882911801, output_fired_time: 0.0000000000, propagate_forward_time: 23.5584545135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0825805664
validation[          , genome  6768] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       873.15228, best error:       783.86267 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 171.8939971924s, input_fired_time: 2.3712115288, output_fired_time: 2.6168076992, propagate_forward_time: 64.9888229370, propagate_backward_time: 98.2955932617, weight_update_time: 0.2204346210, other_time: 3.6215591431
epoch time: 20.6100082397s, input_fired_time: 0.3546344936, output_fired_time: 0.0000000000, propagate_forward_time: 19.2523517609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0030212402
validation[          , genome  6768] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       823.94824, best error:       783.86267 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 176.8782501221s, input_fired_time: 2.3849763870, output_fired_time: 2.6676335335, propagate_forward_time: 67.0264739990, propagate_backward_time: 101.0731506348, weight_update_time: 0.2532050014, other_time: 3.7260131836
epoch time: 15.0929689407s, input_fired_time: 0.2945962846, output_fired_time: 0.0000000000, propagate_forward_time: 14.0735912323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7247810364
validation[          , genome  6768] predictions:    9739/  10000 (97.39%), best:    9754/10000 (97.54%), error:       834.95392, best error:       783.86267 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 172.3892211914s, input_fired_time: 2.3586366177, output_fired_time: 2.6358709335, propagate_forward_time: 65.2850799561, propagate_backward_time: 98.5130004883, weight_update_time: 0.2213261873, other_time: 3.5966339111
epoch time: 16.8112125397s, input_fired_time: 0.3866639435, output_fired_time: 0.0000000000, propagate_forward_time: 15.6827726364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7417764664
validation[          , genome  6768] predictions:    9752/  10000 (97.52%), best:    9754/10000 (97.54%), error:       820.22052, best error:       783.86267 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 172.0420837402s, input_fired_time: 2.3535192013, output_fired_time: 2.6340017319, propagate_forward_time: 65.1177444458, propagate_backward_time: 98.3495254517, weight_update_time: 0.2213790268, other_time: 3.5872955322
epoch time: 16.4648361206s, input_fired_time: 0.3221662641, output_fired_time: 0.0000000000, propagate_forward_time: 15.4160232544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7266464233
validation[          , genome  6768] predictions:    9758/  10000 (97.58%), best:    9754/10000 (97.54%), error:       832.76068, best error:       783.86267 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 175.4162597656s, input_fired_time: 2.4514617920, output_fired_time: 2.6699194908, propagate_forward_time: 66.4386825562, propagate_backward_time: 100.2301406860, weight_update_time: 0.2213139087, other_time: 3.6260528564
epoch time: 19.1048011780s, input_fired_time: 0.3515661359, output_fired_time: 0.0000000000, propagate_forward_time: 17.8450164795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9082183838
validation[          , genome  6768] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       900.21356, best error:       783.86267 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 180.6019134521s, input_fired_time: 2.5181794167, output_fired_time: 2.7352638245, propagate_forward_time: 68.3632736206, propagate_backward_time: 103.2584991455, weight_update_time: 0.2218020260, other_time: 3.7267074585
epoch time: 16.8778667450s, input_fired_time: 0.2884643376, output_fired_time: 0.0000000000, propagate_forward_time: 15.7446174622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8447856903
validation[          , genome  6768] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       780.88983, best error:       780.88983 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 178.8051452637s, input_fired_time: 2.4191157818, output_fired_time: 2.7617518902, propagate_forward_time: 67.7136917114, propagate_backward_time: 102.1532974243, weight_update_time: 0.2218971550, other_time: 3.7572937012
epoch time: 15.9874639511s, input_fired_time: 0.3197518587, output_fired_time: 0.0000000000, propagate_forward_time: 14.9883861542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793260574
validation[          , genome  6768] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       806.79047, best error:       780.88983 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 162.4318084717s, input_fired_time: 2.2139482498, output_fired_time: 2.4951503277, propagate_forward_time: 62.7757110596, propagate_backward_time: 91.3022537231, weight_update_time: 0.2133698016, other_time: 3.6447525024
epoch time: 21.6670684814s, input_fired_time: 0.4643042982, output_fired_time: 0.0000000000, propagate_forward_time: 20.1012496948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1015148163
validation[          , genome  6768] predictions:    9716/  10000 (97.16%), best:    9771/10000 (97.71%), error:       901.47003, best error:       780.88983 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 180.1797332764s, input_fired_time: 2.4575650692, output_fired_time: 2.7097442150, propagate_forward_time: 67.9507827759, propagate_backward_time: 103.3167190552, weight_update_time: 0.2522942722, other_time: 3.7449188232
epoch time: 15.3480615616s, input_fired_time: 0.2890875638, output_fired_time: 0.0000000000, propagate_forward_time: 14.3481502533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7108240128
validation[          , genome  6768] predictions:    9757/  10000 (97.57%), best:    9771/10000 (97.71%), error:       817.04211, best error:       780.88983 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 172.5644683838s, input_fired_time: 2.3848962784, output_fired_time: 2.6615474224, propagate_forward_time: 65.2990722656, propagate_backward_time: 98.6300888062, weight_update_time: 0.2210343927, other_time: 3.5888595581
epoch time: 14.7524671555s, input_fired_time: 0.3496828675, output_fired_time: 0.0000000000, propagate_forward_time: 13.7261648178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766195297
validation[          , genome  6768] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       815.26355, best error:       780.88983 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 174.1234893799s, input_fired_time: 2.4012055397, output_fired_time: 2.7343306541, propagate_forward_time: 65.6646804810, propagate_backward_time: 99.5867691040, weight_update_time: 0.2195680887, other_time: 3.7365112305
epoch time: 13.9422788620s, input_fired_time: 0.2847459018, output_fired_time: 0.0000000000, propagate_forward_time: 13.0175275803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6400051117
validation[          , genome  6768] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:       890.77228, best error:       780.88983 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 169.7041625977s, input_fired_time: 2.3251445293, output_fired_time: 2.6224248409, propagate_forward_time: 64.1458282471, propagate_backward_time: 97.0446777344, weight_update_time: 0.2194229513, other_time: 3.5660858154
epoch time: 17.2884273529s, input_fired_time: 0.3489768803, output_fired_time: 0.0000000000, propagate_forward_time: 16.1024684906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8369827271
validation[          , genome  6768] predictions:    9733/  10000 (97.33%), best:    9771/10000 (97.71%), error:       889.00903, best error:       780.88983 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 171.6545867920s, input_fired_time: 2.3885667324, output_fired_time: 2.5919387341, propagate_forward_time: 64.7717666626, propagate_backward_time: 98.3285675049, weight_update_time: 0.2189294845, other_time: 3.5737533569
epoch time: 14.9770898819s, input_fired_time: 0.2874876857, output_fired_time: 0.0000000000, propagate_forward_time: 14.0117778778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778240204
validation[          , genome  6768] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       888.34479, best error:       780.88983 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 173.9651336670s, input_fired_time: 2.4108862877, output_fired_time: 2.6804776192, propagate_forward_time: 65.8255920410, propagate_backward_time: 99.3974533081, weight_update_time: 0.2521841824, other_time: 3.6507186890
epoch time: 14.1587066650s, input_fired_time: 0.3151338995, output_fired_time: 0.0000000000, propagate_forward_time: 13.1962795258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472930908
validation[          , genome  6768] predictions:    9769/  10000 (97.69%), best:    9771/10000 (97.71%), error:       808.88702, best error:       780.88983 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 174.6185150146s, input_fired_time: 2.3543705940, output_fired_time: 2.7217798233, propagate_forward_time: 66.1570739746, propagate_backward_time: 99.7347488403, weight_update_time: 0.2211618721, other_time: 3.6505355835
epoch time: 21.4928150177s, input_fired_time: 0.5107915998, output_fired_time: 0.0000000000, propagate_forward_time: 19.8877468109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0942764282
validation[          , genome  6768] predictions:    9763/  10000 (97.63%), best:    9771/10000 (97.71%), error:       784.51312, best error:       780.88983 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 173.9168090820s, input_fired_time: 2.4445190430, output_fired_time: 2.6377813816, propagate_forward_time: 65.7543334961, propagate_backward_time: 99.3724288940, weight_update_time: 0.2213446647, other_time: 3.7077407837
epoch time: 15.4474821091s, input_fired_time: 0.3854016364, output_fired_time: 0.0000000000, propagate_forward_time: 14.3156461716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7464342117
validation[          , genome  6768] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       827.57471, best error:       780.88983 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 171.5860748291s, input_fired_time: 2.3501350880, output_fired_time: 2.6257278919, propagate_forward_time: 64.9182739258, propagate_backward_time: 98.0992431641, weight_update_time: 0.2211784273, other_time: 3.5926971436
epoch time: 14.8616418839s, input_fired_time: 0.3529588878, output_fired_time: 0.0000000000, propagate_forward_time: 13.8167400360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6919431686
validation[          , genome  6768] predictions:    9714/  10000 (97.14%), best:    9771/10000 (97.71%), error:       926.45667, best error:       780.88983 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 178.3960266113s, input_fired_time: 2.4172623158, output_fired_time: 2.7173259258, propagate_forward_time: 67.5189819336, propagate_backward_time: 102.0034561157, weight_update_time: 0.2204242200, other_time: 3.7389907837
epoch time: 14.1343040466s, input_fired_time: 0.2907689810, output_fired_time: 0.0000000000, propagate_forward_time: 13.1880378723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554975510
validation[          , genome  6768] predictions:    9727/  10000 (97.27%), best:    9771/10000 (97.71%), error:       845.12158, best error:       780.88983 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 170.2325592041s, input_fired_time: 2.3382461071, output_fired_time: 2.6018157005, propagate_forward_time: 64.3277587891, propagate_backward_time: 97.3892440796, weight_update_time: 0.2196689546, other_time: 3.5754928589
epoch time: 13.9994306564s, input_fired_time: 0.2938448191, output_fired_time: 0.0000000000, propagate_forward_time: 12.9759140015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7296714783
validation[          , genome  6768] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       908.90247, best error:       780.88983 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 181.0621490479s, input_fired_time: 2.3604035378, output_fired_time: 2.7640342712, propagate_forward_time: 67.7294387817, propagate_backward_time: 104.4863510132, weight_update_time: 0.2540380061, other_time: 3.7219238281
epoch time: 19.7148284912s, input_fired_time: 0.4798115492, output_fired_time: 0.0000000000, propagate_forward_time: 18.2682895660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9667282104
validation[          , genome  6768] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       796.50000, best error:       780.88983 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 204.1762847900s, input_fired_time: 2.6667995453, output_fired_time: 2.9014294147, propagate_forward_time: 77.4537048340, propagate_backward_time: 116.8112792969, weight_update_time: 0.2226775140, other_time: 4.3430786133
epoch time: 18.3141345978s, input_fired_time: 0.3527390957, output_fired_time: 0.0000000000, propagate_forward_time: 17.1491088867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8122863770
validation[          , genome  6768] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       847.18719, best error:       780.88983 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 179.3781585693s, input_fired_time: 2.5053520203, output_fired_time: 2.7233746052, propagate_forward_time: 67.7859878540, propagate_backward_time: 102.6416015625, weight_update_time: 0.2222975791, other_time: 3.7218399048
epoch time: 17.3587799072s, input_fired_time: 0.4193908572, output_fired_time: 0.0000000000, propagate_forward_time: 16.0994472504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8399410248
validation[          , genome  6768] predictions:    9737/  10000 (97.37%), best:    9771/10000 (97.71%), error:       854.80048, best error:       780.88983 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 171.7503356934s, input_fired_time: 2.3516325951, output_fired_time: 2.6110627651, propagate_forward_time: 64.9028320313, propagate_backward_time: 98.2716064453, weight_update_time: 0.2205600590, other_time: 3.6131896973
epoch time: 22.7847862244s, input_fired_time: 0.4479592741, output_fired_time: 0.0000000000, propagate_forward_time: 21.2754917145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0613346100
validation[          , genome  6768] predictions:    9736/  10000 (97.36%), best:    9771/10000 (97.71%), error:       845.90442, best error:       780.88983 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 171.0711212158s, input_fired_time: 2.4053857327, output_fired_time: 2.6018075943, propagate_forward_time: 64.5384445190, propagate_backward_time: 97.9115066528, weight_update_time: 0.2199822515, other_time: 3.6139831543
epoch time: 14.4166688919s, input_fired_time: 0.2925886512, output_fired_time: 0.0000000000, propagate_forward_time: 13.4678144455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562662125
validation[          , genome  6768] predictions:    9701/  10000 (97.01%), best:    9771/10000 (97.71%), error:       957.02289, best error:       780.88983 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 176.2348022461s, input_fired_time: 2.4157350063, output_fired_time: 2.5848906040, propagate_forward_time: 66.8715515137, propagate_backward_time: 100.5784683228, weight_update_time: 0.2293865830, other_time: 3.7841567993
epoch time: 14.5880556107s, input_fired_time: 0.2897149920, output_fired_time: 0.0000000000, propagate_forward_time: 13.6181297302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802110672
validation[          , genome  6768] predictions:    9711/  10000 (97.11%), best:    9771/10000 (97.71%), error:       902.06934, best error:       780.88983 on epoch:    81, 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: 68.9162521362s, input_fired_time: 1.4278955460, output_fired_time: 0.0000000000, propagate_forward_time: 64.1905441284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2978134155
best training[          , genome  6768] predictions:   49698/  50000 (99.40%), best:    9771/10000 (97.71%), error:      1302.64490, best error:       780.88983 on epoch:    81, 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: 29.8832073212s, input_fired_time: 0.3484556079, output_fired_time: 0.0000000000, propagate_forward_time: 28.6301345825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9046173096
   testing[          , genome  6768] predictions:    9778/  10000 (97.78%), best:    9771/10000 (97.71%), error:       733.42542, best error:       780.88983 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:36:45 (5212): called boinc_finish(0)

</stderr_txt>
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