Nameexact_genome_1512568488_43_6126_0
Workunit2601952
Created7 Dec 2017, 18:10:41 UTC
Sent7 Dec 2017, 18:16:06 UTC
Report deadline14 Dec 2017, 7:30:50 UTC
Received8 Dec 2017, 19:08:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time3 hours 18 min 17 sec
CPU time3 hours 17 min 47 sec
Validate stateValid
Credit1,637.98
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.63 MB
Peak swap size151.53 MB
Peak disk usage1.95 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 107.7887268066s, input_fired_time: 0.7026979327, output_fired_time: 0.5629437566, propagate_forward_time: 42.9127616882, propagate_backward_time: 61.6390686035, weight_update_time: 0.1309023201, other_time: 1.9712562561
epoch time: 9.0114936829s, input_fired_time: 0.0794106945, output_fired_time: 0.0000000000, propagate_forward_time: 8.5792150497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528680801
validation[          , genome  6126] predictions:    9655/  10000 (96.55%), best:    9690/10000 (96.90%), error:      1190.96338, best error:      1059.25818 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 111.1768646240s, input_fired_time: 0.7302857637, output_fired_time: 0.6124617457, propagate_forward_time: 43.6206665039, propagate_backward_time: 64.0295333862, weight_update_time: 0.1397849321, other_time: 2.1839141846
epoch time: 9.2342567444s, input_fired_time: 0.0811130479, output_fired_time: 0.0000000000, propagate_forward_time: 8.7466239929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065198898
validation[          , genome  6126] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       971.33594, best error:       971.33594 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.6545181274s, input_fired_time: 0.7019792795, output_fired_time: 0.5602917075, propagate_forward_time: 42.9018096924, propagate_backward_time: 61.5195732117, weight_update_time: 0.1303671896, other_time: 1.9708595276
epoch time: 8.9375886917s, input_fired_time: 0.0791212991, output_fired_time: 0.0000000000, propagate_forward_time: 8.5051116943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533554077
validation[          , genome  6126] predictions:    9556/  10000 (95.56%), best:    9718/10000 (97.18%), error:      1309.79163, best error:       971.33594 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 106.9376449585s, input_fired_time: 0.7001287937, output_fired_time: 0.5603420734, propagate_forward_time: 42.5582580566, propagate_backward_time: 61.1493377686, weight_update_time: 0.1296765208, other_time: 1.9695816040
epoch time: 8.9357261658s, input_fired_time: 0.0784717277, output_fired_time: 0.0000000000, propagate_forward_time: 8.5039215088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533325195
validation[          , genome  6126] predictions:    9496/  10000 (94.96%), best:    9718/10000 (97.18%), error:      1524.90027, best error:       971.33594 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.5339584351s, input_fired_time: 0.6998224854, output_fired_time: 0.5538924336, propagate_forward_time: 42.8740196228, propagate_backward_time: 61.4390487671, weight_update_time: 0.1308277547, other_time: 1.9671745300
epoch time: 9.0742835999s, input_fired_time: 0.0799629614, output_fired_time: 0.0000000000, propagate_forward_time: 8.6426000595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517208099
validation[          , genome  6126] predictions:    9634/  10000 (96.34%), best:    9718/10000 (97.18%), error:      1161.19458, best error:       971.33594 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.3885574341s, input_fired_time: 0.7050298452, output_fired_time: 0.5653012991, propagate_forward_time: 43.1129608154, propagate_backward_time: 61.9946517944, weight_update_time: 0.1327210069, other_time: 2.0106124878
epoch time: 9.1185321808s, input_fired_time: 0.0812792778, output_fired_time: 0.0000000000, propagate_forward_time: 8.6341199875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031324387
validation[          , genome  6126] predictions:    9657/  10000 (96.57%), best:    9718/10000 (97.18%), error:      1154.09119, best error:       971.33594 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 110.4639968872s, input_fired_time: 0.7266241908, output_fired_time: 0.6166561842, propagate_forward_time: 43.3142433167, propagate_backward_time: 63.6025924683, weight_update_time: 0.1440333426, other_time: 2.2038803101
epoch time: 9.0735435486s, input_fired_time: 0.0797603503, output_fired_time: 0.0000000000, propagate_forward_time: 8.6409082413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528747559
validation[          , genome  6126] predictions:    9622/  10000 (96.22%), best:    9718/10000 (97.18%), error:      1216.46362, best error:       971.33594 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 108.4577560425s, input_fired_time: 0.7346152663, output_fired_time: 0.5607381463, propagate_forward_time: 43.0886154175, propagate_backward_time: 62.1030120850, weight_update_time: 0.1293358356, other_time: 1.9707794189
epoch time: 9.2268066406s, input_fired_time: 0.0805749893, output_fired_time: 0.0000000000, propagate_forward_time: 8.7890090942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572225571
validation[          , genome  6126] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       924.47693, best error:       924.47693 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.6591644287s, input_fired_time: 0.7126578093, output_fired_time: 0.5772522688, propagate_forward_time: 43.1467742920, propagate_backward_time: 62.2081184387, weight_update_time: 0.1327249557, other_time: 2.0143623352
epoch time: 9.2215013504s, input_fired_time: 0.0811007693, output_fired_time: 0.0000000000, propagate_forward_time: 8.7884674072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519334793
validation[          , genome  6126] predictions:    9677/  10000 (96.77%), best:    9730/10000 (97.30%), error:      1091.52197, best error:       924.47693 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 106.7987823486s, input_fired_time: 0.7010947466, output_fired_time: 0.5591745377, propagate_forward_time: 42.4899902344, propagate_backward_time: 61.0919837952, weight_update_time: 0.1288966835, other_time: 1.9565391541
epoch time: 8.9239788055s, input_fired_time: 0.0796734914, output_fired_time: 0.0000000000, propagate_forward_time: 8.4913635254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529415131
validation[          , genome  6126] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       894.62787, best error:       894.62787 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 107.0861358643s, input_fired_time: 0.7028475404, output_fired_time: 0.5604720712, propagate_forward_time: 42.5066413879, propagate_backward_time: 61.3634300232, weight_update_time: 0.1287431419, other_time: 1.9527435303
epoch time: 9.0489282608s, input_fired_time: 0.0807609484, output_fired_time: 0.0000000000, propagate_forward_time: 8.6138515472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543157578
validation[          , genome  6126] predictions:    9727/  10000 (97.27%), best:    9738/10000 (97.38%), error:       966.04639, best error:       894.62787 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.1385879517s, input_fired_time: 0.7076726556, output_fired_time: 0.5604492426, propagate_forward_time: 42.6087951660, propagate_backward_time: 61.3002090454, weight_update_time: 0.1292277128, other_time: 1.9614639282
epoch time: 8.9242687225s, input_fired_time: 0.0796729475, output_fired_time: 0.0000000000, propagate_forward_time: 8.4942111969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503847122
validation[          , genome  6126] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:       982.68903, best error:       894.62787 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 107.3238449097s, input_fired_time: 0.7131856680, output_fired_time: 0.5584797263, propagate_forward_time: 42.7150764465, propagate_backward_time: 61.3813285828, weight_update_time: 0.1291742027, other_time: 1.9557723999
epoch time: 8.9739818573s, input_fired_time: 0.0795766264, output_fired_time: 0.0000000000, propagate_forward_time: 8.5424318314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519735336
validation[          , genome  6126] predictions:    9605/  10000 (96.05%), best:    9738/10000 (97.38%), error:      1262.38806, best error:       894.62787 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 107.3625869751s, input_fired_time: 0.7063866258, output_fired_time: 0.5587322116, propagate_forward_time: 42.7520027161, propagate_backward_time: 61.3841362000, weight_update_time: 0.1296981126, other_time: 1.9613265991
epoch time: 8.9760665894s, input_fired_time: 0.0803127512, output_fired_time: 0.0000000000, propagate_forward_time: 8.5436124802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521413803
validation[          , genome  6126] predictions:    9686/  10000 (96.86%), best:    9738/10000 (97.38%), error:      1017.17639, best error:       894.62787 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.5737991333s, input_fired_time: 0.7083951831, output_fired_time: 0.5607841611, propagate_forward_time: 42.8394851685, propagate_backward_time: 61.5021514893, weight_update_time: 0.1302959025, other_time: 1.9629821777
epoch time: 9.0761775970s, input_fired_time: 0.0800697058, output_fired_time: 0.0000000000, propagate_forward_time: 8.6449012756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512067795
validation[          , genome  6126] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       883.15070, best error:       883.15070 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.7055435181s, input_fired_time: 0.7080126405, output_fired_time: 0.5811349154, propagate_forward_time: 42.7918357849, propagate_backward_time: 61.6664123535, weight_update_time: 0.1298360676, other_time: 1.9581413269
epoch time: 9.0064468384s, input_fired_time: 0.0801672712, output_fired_time: 0.0000000000, propagate_forward_time: 8.5747909546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514890671
validation[          , genome  6126] predictions:    9692/  10000 (96.92%), best:    9738/10000 (97.38%), error:       978.48767, best error:       883.15070 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.6647186279s, input_fired_time: 0.7110925913, output_fired_time: 0.5650292039, propagate_forward_time: 42.8851585388, propagate_backward_time: 61.5423583984, weight_update_time: 0.1308821142, other_time: 1.9610786438
epoch time: 9.0076646805s, input_fired_time: 0.0802191347, output_fired_time: 0.0000000000, propagate_forward_time: 8.5758571625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515882492
validation[          , genome  6126] predictions:    9721/  10000 (97.21%), best:    9738/10000 (97.38%), error:       936.92120, best error:       883.15070 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.8811264038s, input_fired_time: 0.7186182737, output_fired_time: 0.5816879272, propagate_forward_time: 43.1423072815, propagate_backward_time: 62.4056434631, weight_update_time: 0.1332508326, other_time: 2.0328636169
epoch time: 9.0088071823s, input_fired_time: 0.0807134807, output_fired_time: 0.0000000000, propagate_forward_time: 8.5752897263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528041840
validation[          , genome  6126] predictions:    9721/  10000 (97.21%), best:    9738/10000 (97.38%), error:       901.55438, best error:       883.15070 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 107.6611175537s, input_fired_time: 0.7111376524, output_fired_time: 0.5636889935, propagate_forward_time: 42.8875885010, propagate_backward_time: 61.5450553894, weight_update_time: 0.1300578266, other_time: 1.9536476135
epoch time: 9.0070466995s, input_fired_time: 0.0806527063, output_fired_time: 0.0000000000, propagate_forward_time: 8.5740518570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523426056
validation[          , genome  6126] predictions:    9618/  10000 (96.18%), best:    9738/10000 (97.38%), error:      1249.48596, best error:       883.15070 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.5814819336s, input_fired_time: 0.7086577415, output_fired_time: 0.5628141165, propagate_forward_time: 42.8760223389, propagate_backward_time: 61.4734992981, weight_update_time: 0.1297076792, other_time: 1.9604911804
epoch time: 9.0309352875s, input_fired_time: 0.0804933757, output_fired_time: 0.0000000000, propagate_forward_time: 8.6000442505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503980637
validation[          , genome  6126] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       947.70483, best error:       883.15070 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.8889312744s, input_fired_time: 0.7119258642, output_fired_time: 0.5614211559, propagate_forward_time: 42.8351707458, propagate_backward_time: 61.8234977722, weight_update_time: 0.1302588135, other_time: 1.9569091797
epoch time: 9.0381631851s, input_fired_time: 0.0810746178, output_fired_time: 0.0000000000, propagate_forward_time: 8.6045722961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525161743
validation[          , genome  6126] predictions:    9658/  10000 (96.58%), best:    9738/10000 (97.38%), error:      1085.61023, best error:       883.15070 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 108.2467117310s, input_fired_time: 0.7116219997, output_fired_time: 0.5679509640, propagate_forward_time: 43.2051582336, propagate_backward_time: 61.7820816040, weight_update_time: 0.1306559741, other_time: 1.9799003601
epoch time: 9.0389003754s, input_fired_time: 0.0818806142, output_fired_time: 0.0000000000, propagate_forward_time: 8.6042108536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528089523
validation[          , genome  6126] predictions:    9678/  10000 (96.78%), best:    9738/10000 (97.38%), error:       986.58783, best error:       883.15070 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 109.7870178223s, input_fired_time: 0.7273603678, output_fired_time: 0.5919828415, propagate_forward_time: 43.3428230286, propagate_backward_time: 63.0465431213, weight_update_time: 0.1346080303, other_time: 2.0783042908
epoch time: 9.0462684631s, input_fired_time: 0.0811872259, output_fired_time: 0.0000000000, propagate_forward_time: 8.6123332977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527479172
validation[          , genome  6126] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       933.53882, best error:       883.15070 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 107.8979339600s, input_fired_time: 0.7126753926, output_fired_time: 0.5614884496, propagate_forward_time: 42.9724578857, propagate_backward_time: 61.6964607239, weight_update_time: 0.1294426918, other_time: 1.9548530579
epoch time: 8.9485263824s, input_fired_time: 0.0813048780, output_fired_time: 0.0000000000, propagate_forward_time: 8.5143966675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528251648
validation[          , genome  6126] predictions:    9697/  10000 (96.97%), best:    9738/10000 (97.38%), error:       954.08826, best error:       883.15070 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 108.4241943359s, input_fired_time: 0.7138538361, output_fired_time: 0.5826964974, propagate_forward_time: 43.1747779846, propagate_backward_time: 61.9761314392, weight_update_time: 0.1298702955, other_time: 1.9767379761
epoch time: 9.0264863968s, input_fired_time: 0.0807845518, output_fired_time: 0.0000000000, propagate_forward_time: 8.5944461823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512554169
validation[          , genome  6126] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:       933.51520, best error:       883.15070 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 107.6547241211s, input_fired_time: 0.7123286724, output_fired_time: 0.5647873282, propagate_forward_time: 42.8909950256, propagate_backward_time: 61.5280761719, weight_update_time: 0.1306799948, other_time: 1.9585380554
epoch time: 9.0183439255s, input_fired_time: 0.0816013440, output_fired_time: 0.0000000000, propagate_forward_time: 8.5825357437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542070389
validation[          , genome  6126] predictions:    9720/  10000 (97.20%), best:    9738/10000 (97.38%), error:       911.19769, best error:       883.15070 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.7717514038s, input_fired_time: 0.7133643627, output_fired_time: 0.5623691082, propagate_forward_time: 42.9521369934, propagate_backward_time: 61.5787086487, weight_update_time: 0.1307443380, other_time: 1.9651718140
epoch time: 9.0213565826s, input_fired_time: 0.0814766064, output_fired_time: 0.0000000000, propagate_forward_time: 8.5872516632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526287079
validation[          , genome  6126] predictions:    9723/  10000 (97.23%), best:    9738/10000 (97.38%), error:       931.86407, best error:       883.15070 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 107.8442001343s, input_fired_time: 0.7163891792, output_fired_time: 0.5633007288, propagate_forward_time: 42.9501419067, propagate_backward_time: 61.6518363953, weight_update_time: 0.1306756437, other_time: 1.9625282288
epoch time: 9.0184144974s, input_fired_time: 0.0816436931, output_fired_time: 0.0000000000, propagate_forward_time: 8.5858354568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509349823
validation[          , genome  6126] predictions:    9730/  10000 (97.30%), best:    9738/10000 (97.38%), error:       924.91046, best error:       883.15070 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 107.7220153809s, input_fired_time: 0.7151331902, output_fired_time: 0.5639517307, propagate_forward_time: 42.9132995605, propagate_backward_time: 61.5726013184, weight_update_time: 0.1303991377, other_time: 1.9570312500
epoch time: 8.9751148224s, input_fired_time: 0.0817911476, output_fired_time: 0.0000000000, propagate_forward_time: 8.5404319763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528919220
validation[          , genome  6126] predictions:    9686/  10000 (96.86%), best:    9738/10000 (97.38%), error:       985.30872, best error:       883.15070 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 109.6607131958s, input_fired_time: 0.7254836559, output_fired_time: 0.6159670949, propagate_forward_time: 43.0704154968, propagate_backward_time: 63.1147422791, weight_update_time: 0.1347289383, other_time: 2.1340980530
epoch time: 9.4483451843s, input_fired_time: 0.0829065740, output_fired_time: 0.0000000000, propagate_forward_time: 9.0029935837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624448776
validation[          , genome  6126] predictions:    9703/  10000 (97.03%), best:    9738/10000 (97.38%), error:       957.08545, best error:       883.15070 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.2908172607s, input_fired_time: 0.7137503624, output_fired_time: 0.5906841755, propagate_forward_time: 43.2686042786, propagate_backward_time: 61.7593307495, weight_update_time: 0.1299245656, other_time: 1.9584465027
epoch time: 9.0429668427s, input_fired_time: 0.0813309625, output_fired_time: 0.0000000000, propagate_forward_time: 8.6107091904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509263992
validation[          , genome  6126] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       967.17676, best error:       883.15070 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.9300765991s, input_fired_time: 0.7169605494, output_fired_time: 0.5627305508, propagate_forward_time: 42.9880180359, propagate_backward_time: 61.7038154602, weight_update_time: 0.1304887533, other_time: 1.9585571289
epoch time: 9.0186605453s, input_fired_time: 0.0819525942, output_fired_time: 0.0000000000, propagate_forward_time: 8.5858135223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508939743
validation[          , genome  6126] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       802.33850, best error:       802.33850 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.1689987183s, input_fired_time: 0.7328909636, output_fired_time: 0.5996812582, propagate_forward_time: 43.4433670044, propagate_backward_time: 63.2904472351, weight_update_time: 0.1360814571, other_time: 2.1026191711
epoch time: 9.0543565750s, input_fired_time: 0.0818672478, output_fired_time: 0.0000000000, propagate_forward_time: 8.6214790344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510103226
validation[          , genome  6126] predictions:    9692/  10000 (96.92%), best:    9750/10000 (97.50%), error:      1006.65735, best error:       802.33850 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 108.1228561401s, input_fired_time: 0.7178627849, output_fired_time: 0.5660628676, propagate_forward_time: 43.1146774292, propagate_backward_time: 61.7629203796, weight_update_time: 0.1309450418, other_time: 1.9613304138
epoch time: 9.0582208633s, input_fired_time: 0.0817247853, output_fired_time: 0.0000000000, propagate_forward_time: 8.6246528625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518428802
validation[          , genome  6126] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       957.67151, best error:       802.33850 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 107.8078384399s, input_fired_time: 0.7122399807, output_fired_time: 0.5580960512, propagate_forward_time: 42.9973526001, propagate_backward_time: 61.5869483948, weight_update_time: 0.1294356287, other_time: 1.9531974792
epoch time: 8.9700689316s, input_fired_time: 0.0819738805, output_fired_time: 0.0000000000, propagate_forward_time: 8.5364952087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515996933
validation[          , genome  6126] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       946.87292, best error:       802.33850 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.2078170776s, input_fired_time: 0.7129008770, output_fired_time: 0.5631067753, propagate_forward_time: 42.7129364014, propagate_backward_time: 61.2667350769, weight_update_time: 0.1291882247, other_time: 1.9521369934
epoch time: 8.9707078934s, input_fired_time: 0.0816896781, output_fired_time: 0.0000000000, propagate_forward_time: 8.5376214981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513965607
validation[          , genome  6126] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       951.05554, best error:       802.33850 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.1170654297s, input_fired_time: 0.7119204998, output_fired_time: 0.5621452332, propagate_forward_time: 42.6766700745, propagate_backward_time: 61.2151679993, weight_update_time: 0.1290943325, other_time: 1.9511642456
epoch time: 8.9653625488s, input_fired_time: 0.0819061548, output_fired_time: 0.0000000000, propagate_forward_time: 8.5333414078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501148224
validation[          , genome  6126] predictions:    9676/  10000 (96.76%), best:    9750/10000 (97.50%), error:      1027.04248, best error:       802.33850 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.4008636475s, input_fired_time: 0.7146621943, output_fired_time: 0.5629547238, propagate_forward_time: 42.7660751343, propagate_backward_time: 61.4030303955, weight_update_time: 0.1295400709, other_time: 1.9541397095
epoch time: 9.2190866470s, input_fired_time: 0.1046264172, output_fired_time: 0.0000000000, propagate_forward_time: 8.7495450974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649148941
validation[          , genome  6126] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       926.53467, best error:       802.33850 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 109.0821304321s, input_fired_time: 0.7449657321, output_fired_time: 0.5800021887, propagate_forward_time: 43.2648849487, propagate_backward_time: 62.4535675049, weight_update_time: 0.1330548823, other_time: 2.0387115479
epoch time: 9.0396471024s, input_fired_time: 0.0818837881, output_fired_time: 0.0000000000, propagate_forward_time: 8.6046352386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531284332
validation[          , genome  6126] predictions:    9753/  10000 (97.53%), best:    9750/10000 (97.50%), error:       832.98505, best error:       802.33850 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.9397430420s, input_fired_time: 0.7174730897, output_fired_time: 0.5624804497, propagate_forward_time: 43.0693817139, propagate_backward_time: 61.6293411255, weight_update_time: 0.1302940249, other_time: 1.9610671997
epoch time: 9.0313367844s, input_fired_time: 0.0822736546, output_fired_time: 0.0000000000, propagate_forward_time: 8.5964145660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526487350
validation[          , genome  6126] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       934.40277, best error:       802.33850 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 109.3741760254s, input_fired_time: 0.7389956117, output_fired_time: 0.5856654644, propagate_forward_time: 43.4814453125, propagate_backward_time: 62.4648094177, weight_update_time: 0.1331437826, other_time: 2.1032600403
epoch time: 9.1161899567s, input_fired_time: 0.0829794034, output_fired_time: 0.0000000000, propagate_forward_time: 8.6830873489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501234055
validation[          , genome  6126] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       820.22742, best error:       802.33850 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.8389892578s, input_fired_time: 0.7124821544, output_fired_time: 0.5723696947, propagate_forward_time: 43.1962623596, propagate_backward_time: 61.3811378479, weight_update_time: 0.1289458424, other_time: 1.9767379761
epoch time: 8.9652614594s, input_fired_time: 0.0822581276, output_fired_time: 0.0000000000, propagate_forward_time: 8.5323095322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506937027
validation[          , genome  6126] predictions:    9647/  10000 (96.47%), best:    9750/10000 (97.50%), error:      1116.25415, best error:       802.33850 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.7898712158s, input_fired_time: 0.7158698440, output_fired_time: 0.5611041188, propagate_forward_time: 43.0196571350, propagate_backward_time: 61.5423316956, weight_update_time: 0.1292676479, other_time: 1.9509124756
epoch time: 9.0157556534s, input_fired_time: 0.0816531926, output_fired_time: 0.0000000000, propagate_forward_time: 8.5833053589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507966995
validation[          , genome  6126] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       936.01440, best error:       802.33850 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.7701568604s, input_fired_time: 0.7176235318, output_fired_time: 0.5654097795, propagate_forward_time: 42.9227828979, propagate_backward_time: 61.6038551331, weight_update_time: 0.1304290295, other_time: 1.9604911804
epoch time: 9.0154600143s, input_fired_time: 0.0819012150, output_fired_time: 0.0000000000, propagate_forward_time: 8.5825300217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510284424
validation[          , genome  6126] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       973.41101, best error:       802.33850 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 108.5169219971s, input_fired_time: 0.7221376896, output_fired_time: 0.5728994012, propagate_forward_time: 43.1171569824, propagate_backward_time: 62.1033096313, weight_update_time: 0.1320498884, other_time: 2.0014190674
epoch time: 8.9847984314s, input_fired_time: 0.0819768459, output_fired_time: 0.0000000000, propagate_forward_time: 8.5532102585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496112823
validation[          , genome  6126] predictions:    9756/  10000 (97.56%), best:    9750/10000 (97.50%), error:       841.88806, best error:       802.33850 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.5331954956s, input_fired_time: 0.7373593450, output_fired_time: 0.6114979386, propagate_forward_time: 43.4046096802, propagate_backward_time: 63.6077117920, weight_update_time: 0.1374394298, other_time: 2.1720199585
epoch time: 9.1139574051s, input_fired_time: 0.0835786089, output_fired_time: 0.0000000000, propagate_forward_time: 8.6277723312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026060104
validation[          , genome  6126] predictions:    9690/  10000 (96.90%), best:    9750/10000 (97.50%), error:      1042.16711, best error:       802.33850 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.5575408936s, input_fired_time: 0.7362856865, output_fired_time: 0.6025148630, propagate_forward_time: 43.0980262756, propagate_backward_time: 62.9878158569, weight_update_time: 0.1359928995, other_time: 2.1328964233
epoch time: 9.0027990341s, input_fired_time: 0.0819655135, output_fired_time: 0.0000000000, propagate_forward_time: 8.5693750381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514585495
validation[          , genome  6126] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       919.47601, best error:       802.33850 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 108.1967926025s, input_fired_time: 0.7223342657, output_fired_time: 0.5693645477, propagate_forward_time: 42.9751663208, propagate_backward_time: 61.9297676086, weight_update_time: 0.1318846196, other_time: 2.0001564026
epoch time: 8.9276466370s, input_fired_time: 0.0825655609, output_fired_time: 0.0000000000, propagate_forward_time: 8.4931602478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519210815
validation[          , genome  6126] predictions:    9756/  10000 (97.56%), best:    9750/10000 (97.50%), error:       828.67786, best error:       802.33850 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 107.3131256104s, input_fired_time: 0.7161435485, output_fired_time: 0.5622369647, propagate_forward_time: 42.7228279114, propagate_backward_time: 61.3486595154, weight_update_time: 0.1296464801, other_time: 1.9632568359
epoch time: 8.9793939590s, input_fired_time: 0.0817805156, output_fired_time: 0.0000000000, propagate_forward_time: 8.5454006195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522129059
validation[          , genome  6126] predictions:    9661/  10000 (96.61%), best:    9750/10000 (97.50%), error:      1127.52637, best error:       802.33850 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 107.3735961914s, input_fired_time: 0.7168642879, output_fired_time: 0.5596371293, propagate_forward_time: 42.7578582764, propagate_backward_time: 61.3812332153, weight_update_time: 0.1296955347, other_time: 1.9580001831
epoch time: 9.0154714584s, input_fired_time: 0.0832725540, output_fired_time: 0.0000000000, propagate_forward_time: 8.5790386200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531599045
validation[          , genome  6126] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       875.30768, best error:       802.33850 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.9952239990s, input_fired_time: 0.7200453281, output_fired_time: 0.5855045915, propagate_forward_time: 43.0507774353, propagate_backward_time: 61.6707382202, weight_update_time: 0.1304363161, other_time: 1.9681587219
epoch time: 9.0223855972s, input_fired_time: 0.0829598159, output_fired_time: 0.0000000000, propagate_forward_time: 8.5877733231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516521454
validation[          , genome  6126] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       918.07251, best error:       802.33850 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 111.3015136719s, input_fired_time: 0.7456012368, output_fired_time: 0.6173418760, propagate_forward_time: 43.6079597473, propagate_backward_time: 64.1466522217, weight_update_time: 0.1388103217, other_time: 2.1839599609
epoch time: 9.2322521210s, input_fired_time: 0.0845428258, output_fired_time: 0.0000000000, propagate_forward_time: 8.7441377640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035711288
validation[          , genome  6126] predictions:    9688/  10000 (96.88%), best:    9750/10000 (97.50%), error:       998.59894, best error:       802.33850 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 110.6911926270s, input_fired_time: 0.7414596677, output_fired_time: 0.6089905500, propagate_forward_time: 43.5050964355, propagate_backward_time: 63.6968536377, weight_update_time: 0.1372814626, other_time: 2.1387863159
epoch time: 9.2229003906s, input_fired_time: 0.0838112012, output_fired_time: 0.0000000000, propagate_forward_time: 8.7367258072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023637772
validation[          , genome  6126] predictions:    9746/  10000 (97.46%), best:    9750/10000 (97.50%), error:       847.99103, best error:       802.33850 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 107.7821960449s, input_fired_time: 0.7212989926, output_fired_time: 0.5668946505, propagate_forward_time: 42.8404655457, propagate_backward_time: 61.6692047119, weight_update_time: 0.1306648552, other_time: 1.9843330383
epoch time: 8.9891986847s, input_fired_time: 0.0821998790, output_fired_time: 0.0000000000, propagate_forward_time: 8.5546884537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523101807
validation[          , genome  6126] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       953.99939, best error:       802.33850 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 106.7444763184s, input_fired_time: 0.7130050659, output_fired_time: 0.5582843423, propagate_forward_time: 42.5250320435, propagate_backward_time: 60.9951934814, weight_update_time: 0.1286869198, other_time: 1.9529647827
epoch time: 8.9549398422s, input_fired_time: 0.0822516754, output_fired_time: 0.0000000000, propagate_forward_time: 8.5223407745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503475189
validation[          , genome  6126] predictions:    9598/  10000 (95.98%), best:    9750/10000 (97.50%), error:      1354.20850, best error:       802.33850 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 107.0202102661s, input_fired_time: 0.7142430544, output_fired_time: 0.5595023036, propagate_forward_time: 42.6507453918, propagate_backward_time: 61.1478996277, weight_update_time: 0.1288951337, other_time: 1.9478225708
epoch time: 8.9685945511s, input_fired_time: 0.0830062777, output_fired_time: 0.0000000000, propagate_forward_time: 8.5348176956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507709503
validation[          , genome  6126] predictions:    9747/  10000 (97.47%), best:    9750/10000 (97.50%), error:       825.80695, best error:       802.33850 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.9685211182s, input_fired_time: 0.7158490419, output_fired_time: 0.5629081130, propagate_forward_time: 42.5812187195, propagate_backward_time: 61.1609878540, weight_update_time: 0.1288015842, other_time: 1.9475593567
epoch time: 9.0374650955s, input_fired_time: 0.0827701166, output_fired_time: 0.0000000000, propagate_forward_time: 8.6029567719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517379761
validation[          , genome  6126] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       998.77911, best error:       802.33850 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.3523483276s, input_fired_time: 0.7185940742, output_fired_time: 0.5618548989, propagate_forward_time: 42.7345809937, propagate_backward_time: 61.3843231201, weight_update_time: 0.1291804612, other_time: 1.9529953003
epoch time: 8.9572515488s, input_fired_time: 0.0826724395, output_fired_time: 0.0000000000, propagate_forward_time: 8.5231609344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514184952
validation[          , genome  6126] predictions:    9735/  10000 (97.35%), best:    9750/10000 (97.50%), error:       931.56818, best error:       802.33850 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.0928955078s, input_fired_time: 0.7160636783, output_fired_time: 0.5786144137, propagate_forward_time: 42.6609230042, propagate_backward_time: 61.1773834229, weight_update_time: 0.1292907000, other_time: 1.9599113464
epoch time: 8.9566020966s, input_fired_time: 0.0815269575, output_fired_time: 0.0000000000, propagate_forward_time: 8.5229616165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521137238
validation[          , genome  6126] predictions:    9679/  10000 (96.79%), best:    9750/10000 (97.50%), error:      1079.00061, best error:       802.33850 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 109.2772445679s, input_fired_time: 0.7367030382, output_fired_time: 0.5800897479, propagate_forward_time: 43.2504806519, propagate_backward_time: 62.6677398682, weight_update_time: 0.1323443353, other_time: 2.0422286987
epoch time: 9.1307878494s, input_fired_time: 0.0831710920, output_fired_time: 0.0000000000, propagate_forward_time: 8.6447610855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028558731
validation[          , genome  6126] predictions:    9741/  10000 (97.41%), best:    9750/10000 (97.50%), error:       882.11694, best error:       802.33850 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.7792282104s, input_fired_time: 0.7178903818, output_fired_time: 0.5683376789, propagate_forward_time: 42.7628631592, propagate_backward_time: 61.7524795532, weight_update_time: 0.1300216466, other_time: 1.9776611328
epoch time: 9.0117416382s, input_fired_time: 0.0817812607, output_fired_time: 0.0000000000, propagate_forward_time: 8.5769119263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530483246
validation[          , genome  6126] predictions:    9670/  10000 (96.70%), best:    9750/10000 (97.50%), error:       979.83679, best error:       802.33850 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 107.2801895142s, input_fired_time: 0.7149761319, output_fired_time: 0.5591850877, propagate_forward_time: 42.8044052124, propagate_backward_time: 61.2504081726, weight_update_time: 0.1288610697, other_time: 1.9512138367
epoch time: 9.1155176163s, input_fired_time: 0.0829284936, output_fired_time: 0.0000000000, propagate_forward_time: 8.6749944687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575944901
validation[          , genome  6126] predictions:    9591/  10000 (95.91%), best:    9750/10000 (97.50%), error:      1363.06213, best error:       802.33850 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 108.0382614136s, input_fired_time: 0.7227225304, output_fired_time: 0.5627116561, propagate_forward_time: 43.0761070251, propagate_backward_time: 61.7201728821, weight_update_time: 0.1314657629, other_time: 1.9565429688
epoch time: 9.0396738052s, input_fired_time: 0.0824194103, output_fired_time: 0.0000000000, propagate_forward_time: 8.6058864594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513679504
validation[          , genome  6126] predictions:    9573/  10000 (95.73%), best:    9750/10000 (97.50%), error:      1312.66028, best error:       802.33850 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.9903106689s, input_fired_time: 0.7227658629, output_fired_time: 0.5624502897, propagate_forward_time: 43.0585479736, propagate_backward_time: 61.6919593811, weight_update_time: 0.1307555586, other_time: 1.9545936584
epoch time: 9.0487194061s, input_fired_time: 0.0832029730, output_fired_time: 0.0000000000, propagate_forward_time: 8.6127405167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527755737
validation[          , genome  6126] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:       987.65314, best error:       802.33850 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.4685058594s, input_fired_time: 0.7382102609, output_fired_time: 0.5850739479, propagate_forward_time: 43.3192977905, propagate_backward_time: 62.7836227417, weight_update_time: 0.1338054389, other_time: 2.0422973633
epoch time: 8.9666900635s, input_fired_time: 0.0827909485, output_fired_time: 0.0000000000, propagate_forward_time: 8.5312204361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526782990
validation[          , genome  6126] predictions:    9755/  10000 (97.55%), best:    9750/10000 (97.50%), error:       888.21777, best error:       802.33850 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.3154144287s, input_fired_time: 0.7196020484, output_fired_time: 0.5599751472, propagate_forward_time: 42.7619667053, propagate_backward_time: 61.3215942383, weight_update_time: 0.1292793155, other_time: 1.9522743225
epoch time: 8.9665813446s, input_fired_time: 0.0833551958, output_fired_time: 0.0000000000, propagate_forward_time: 8.5328016281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504247665
validation[          , genome  6126] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       939.72357, best error:       802.33850 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 107.6515655518s, input_fired_time: 0.7206503749, output_fired_time: 0.5628281832, propagate_forward_time: 42.8688545227, propagate_backward_time: 61.5473136902, weight_update_time: 0.1292485893, other_time: 1.9519195557
epoch time: 8.9609098434s, input_fired_time: 0.0826512352, output_fired_time: 0.0000000000, propagate_forward_time: 8.5273532867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509054184
validation[          , genome  6126] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:      1039.85107, best error:       802.33850 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.7722549438s, input_fired_time: 0.7206501961, output_fired_time: 0.5618528128, propagate_forward_time: 42.8464546204, propagate_backward_time: 61.6695404053, weight_update_time: 0.1290414035, other_time: 1.9737586975
epoch time: 8.9618272781s, input_fired_time: 0.0827204436, output_fired_time: 0.0000000000, propagate_forward_time: 8.5288667679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502397537
validation[          , genome  6126] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       939.19995, best error:       802.33850 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 107.0899581909s, input_fired_time: 0.7173267603, output_fired_time: 0.5578838587, propagate_forward_time: 42.6930313110, propagate_backward_time: 61.1794204712, weight_update_time: 0.1284590811, other_time: 1.9422988892
epoch time: 9.0048666000s, input_fired_time: 0.0829245150, output_fired_time: 0.0000000000, propagate_forward_time: 8.5719194412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500223160
validation[          , genome  6126] predictions:    9746/  10000 (97.46%), best:    9750/10000 (97.50%), error:       831.35388, best error:       802.33850 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 108.0148925781s, input_fired_time: 0.7430902719, output_fired_time: 0.5702778101, propagate_forward_time: 43.1470756531, propagate_backward_time: 61.6092529297, weight_update_time: 0.1296520829, other_time: 1.9452018738
epoch time: 9.0064258575s, input_fired_time: 0.0835967809, output_fired_time: 0.0000000000, propagate_forward_time: 8.5733165741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495121002
validation[          , genome  6126] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       776.90674, best error:       776.90674 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 108.5587310791s, input_fired_time: 0.7227430940, output_fired_time: 0.5594588518, propagate_forward_time: 43.5120811462, propagate_backward_time: 61.7844429016, weight_update_time: 0.1300356835, other_time: 1.9800109863
epoch time: 9.0357589722s, input_fired_time: 0.0828587562, output_fired_time: 0.0000000000, propagate_forward_time: 8.6009769440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519229889
validation[          , genome  6126] predictions:    9678/  10000 (96.78%), best:    9768/10000 (97.68%), error:      1016.14722, best error:       776.90674 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.9381866455s, input_fired_time: 0.7232756019, output_fired_time: 0.5625878572, propagate_forward_time: 43.0151596069, propagate_backward_time: 61.6871299744, weight_update_time: 0.1303936988, other_time: 1.9500312805
epoch time: 9.0135059357s, input_fired_time: 0.0830603316, output_fired_time: 0.0000000000, propagate_forward_time: 8.5787353516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517103195
validation[          , genome  6126] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       831.95184, best error:       776.90674 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.6987075806s, input_fired_time: 0.7237758636, output_fired_time: 0.5637580752, propagate_forward_time: 42.8998374939, propagate_backward_time: 61.5685195923, weight_update_time: 0.1298232228, other_time: 1.9428138733
epoch time: 9.0401849747s, input_fired_time: 0.0830693468, output_fired_time: 0.0000000000, propagate_forward_time: 8.6067886353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503265381
validation[          , genome  6126] predictions:    9757/  10000 (97.57%), best:    9768/10000 (97.68%), error:       792.75378, best error:       776.90674 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 108.8553466797s, input_fired_time: 0.7292696834, output_fired_time: 0.5743447542, propagate_forward_time: 43.2608833313, propagate_backward_time: 62.2617874146, weight_update_time: 0.1310074925, other_time: 2.0290603638
epoch time: 8.9488029480s, input_fired_time: 0.0829982609, output_fired_time: 0.0000000000, propagate_forward_time: 8.5162038803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496007919
validation[          , genome  6126] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       825.61450, best error:       776.90674 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 107.0256652832s, input_fired_time: 0.7198220491, output_fired_time: 0.5592581034, propagate_forward_time: 42.6419410706, propagate_backward_time: 61.1589241028, weight_update_time: 0.1286756098, other_time: 1.9457168579
epoch time: 8.9519796371s, input_fired_time: 0.0833248943, output_fired_time: 0.0000000000, propagate_forward_time: 8.5185823441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500728607
validation[          , genome  6126] predictions:    9658/  10000 (96.58%), best:    9768/10000 (97.68%), error:      1172.41516, best error:       776.90674 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.1822433472s, input_fired_time: 0.7198454142, output_fired_time: 0.5591965318, propagate_forward_time: 42.6545944214, propagate_backward_time: 61.2947578430, weight_update_time: 0.1289428025, other_time: 1.9538459778
epoch time: 9.1733579636s, input_fired_time: 0.0842343867, output_fired_time: 0.0000000000, propagate_forward_time: 8.7363605499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527631760
validation[          , genome  6126] predictions:    9685/  10000 (96.85%), best:    9768/10000 (97.68%), error:       971.72314, best error:       776.90674 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 107.8384399414s, input_fired_time: 0.7249414921, output_fired_time: 0.5656918287, propagate_forward_time: 42.9673957825, propagate_backward_time: 61.5875129700, weight_update_time: 0.1377980858, other_time: 1.9928970337
epoch time: 9.2215805054s, input_fired_time: 0.0854873732, output_fired_time: 0.0000000000, propagate_forward_time: 8.7322387695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038543701
validation[          , genome  6126] predictions:    9754/  10000 (97.54%), best:    9768/10000 (97.68%), error:       832.09607, best error:       776.90674 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.5993957520s, input_fired_time: 0.7475965619, output_fired_time: 0.6091795564, propagate_forward_time: 43.3462333679, propagate_backward_time: 63.7410125732, weight_update_time: 0.1373030841, other_time: 2.1553802490
epoch time: 8.9916172028s, input_fired_time: 0.0837461203, output_fired_time: 0.0000000000, propagate_forward_time: 8.5579214096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499498367
validation[          , genome  6126] predictions:    9705/  10000 (97.05%), best:    9768/10000 (97.68%), error:       973.43396, best error:       776.90674 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 107.7096252441s, input_fired_time: 0.7188512087, output_fired_time: 0.5632707477, propagate_forward_time: 42.9062690735, propagate_backward_time: 61.5658302307, weight_update_time: 0.1300277114, other_time: 1.9554061890
epoch time: 9.0119848251s, input_fired_time: 0.0817780271, output_fired_time: 0.0000000000, propagate_forward_time: 8.5778989792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523082733
validation[          , genome  6126] predictions:    9698/  10000 (96.98%), best:    9768/10000 (97.68%), error:      1016.22430, best error:       776.90674 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 107.6416244507s, input_fired_time: 0.7169483900, output_fired_time: 0.5635979176, propagate_forward_time: 42.8888015747, propagate_backward_time: 61.5203056335, weight_update_time: 0.1301712990, other_time: 1.9519691467
epoch time: 9.0090723038s, input_fired_time: 0.0825907737, output_fired_time: 0.0000000000, propagate_forward_time: 8.5759763718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505048752
validation[          , genome  6126] predictions:    9651/  10000 (96.51%), best:    9768/10000 (97.68%), error:      1175.35522, best error:       776.90674 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 107.6577987671s, input_fired_time: 0.7248731852, output_fired_time: 0.5636330247, propagate_forward_time: 42.8843955994, propagate_backward_time: 61.5351943970, weight_update_time: 0.1301631778, other_time: 1.9496955872
epoch time: 9.0068407059s, input_fired_time: 0.0834252164, output_fired_time: 0.0000000000, propagate_forward_time: 8.5736865997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497285843
validation[          , genome  6126] predictions:    9682/  10000 (96.82%), best:    9768/10000 (97.68%), error:      1099.85559, best error:       776.90674 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.8874511719s, input_fired_time: 0.7252024412, output_fired_time: 0.5626402497, propagate_forward_time: 43.0129127502, propagate_backward_time: 61.6402511597, weight_update_time: 0.1297902614, other_time: 1.9464454651
epoch time: 9.0406770706s, input_fired_time: 0.0836261436, output_fired_time: 0.0000000000, propagate_forward_time: 8.6064119339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506393433
validation[          , genome  6126] predictions:    9626/  10000 (96.26%), best:    9768/10000 (97.68%), error:      1203.55786, best error:       776.90674 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 107.9819030762s, input_fired_time: 0.7265062332, output_fired_time: 0.5613728166, propagate_forward_time: 43.0684013367, propagate_backward_time: 61.6782531738, weight_update_time: 0.1299691200, other_time: 1.9473686218
epoch time: 9.0436954498s, input_fired_time: 0.0839894637, output_fired_time: 0.0000000000, propagate_forward_time: 8.6084375381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512687683
validation[          , genome  6126] predictions:    9727/  10000 (97.27%), best:    9768/10000 (97.68%), error:       901.99969, best error:       776.90674 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 108.0054473877s, input_fired_time: 0.7275125384, output_fired_time: 0.5621975064, propagate_forward_time: 43.0869293213, propagate_backward_time: 61.6753692627, weight_update_time: 0.1302573830, other_time: 1.9534378052
epoch time: 9.1501255035s, input_fired_time: 0.0838617384, output_fired_time: 0.0000000000, propagate_forward_time: 8.7164459229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498182297
validation[          , genome  6126] predictions:    9675/  10000 (96.75%), best:    9768/10000 (97.68%), error:      1049.91711, best error:       776.90674 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.9344177246s, input_fired_time: 0.7303754687, output_fired_time: 0.5636135340, propagate_forward_time: 42.8869514465, propagate_backward_time: 61.8063430786, weight_update_time: 0.1299704760, other_time: 1.9471321106
epoch time: 9.0475721359s, input_fired_time: 0.0832412317, output_fired_time: 0.0000000000, propagate_forward_time: 8.6132678986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510627747
validation[          , genome  6126] predictions:    9702/  10000 (97.02%), best:    9768/10000 (97.68%), error:       980.13599, best error:       776.90674 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.1426315308s, input_fired_time: 0.7274725437, output_fired_time: 0.5623937845, propagate_forward_time: 43.1296577454, propagate_backward_time: 61.7732276917, weight_update_time: 0.1304510683, other_time: 1.9498825073
epoch time: 9.1307363510s, input_fired_time: 0.0837593079, output_fired_time: 0.0000000000, propagate_forward_time: 8.6972303391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497467041
validation[          , genome  6126] predictions:    9720/  10000 (97.20%), best:    9768/10000 (97.68%), error:       920.26099, best error:       776.90674 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.6925888062s, input_fired_time: 0.7246189713, output_fired_time: 0.5598832369, propagate_forward_time: 42.9099426270, propagate_backward_time: 61.5491714478, weight_update_time: 0.1294176579, other_time: 1.9489746094
epoch time: 8.9516677856s, input_fired_time: 0.0839030668, output_fired_time: 0.0000000000, propagate_forward_time: 8.5168838501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508806229
validation[          , genome  6126] predictions:    9718/  10000 (97.18%), best:    9768/10000 (97.68%), error:       891.07410, best error:       776.90674 on epoch:    83, 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: 44.9238815308s, input_fired_time: 0.4266154468, output_fired_time: 0.0000000000, propagate_forward_time: 42.7108383179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7864265442
best training[          , genome  6126] predictions:   49540/  50000 (99.08%), best:    9768/10000 (97.68%), error:      1843.35168, best error:       776.90674 on epoch:    83, 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: 8.9996576309s, input_fired_time: 0.0830763653, output_fired_time: 0.0000000000, propagate_forward_time: 8.5659980774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505830765
   testing[          , genome  6126] predictions:    9778/  10000 (97.78%), best:    9768/10000 (97.68%), error:       737.58582, best error:       776.90674 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:08:32 (21842): called boinc_finish(0)

</stderr_txt>
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