Nameexact_genome_1512185335_39_9374_0
Workunit2565375
Created5 Dec 2017, 19:40:10 UTC
Sent5 Dec 2017, 19:58:39 UTC
Report deadline7 Jan 2018, 4:08:48 UTC
Received7 Dec 2017, 16:56:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time15 hours 49 min 11 sec
CPU time15 hours 47 min 27 sec
Validate stateValid
Credit8,085.10
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size164.23 MB
Peak swap size166.19 MB
Peak disk usage2.86 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 39.7967147827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4185600281
validation[          , genome  9374] predictions:    9816/  10000 (98.16%), best:    9827/10000 (98.27%), error:       577.31812, best error:       534.28723 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 516.7564086914s, input_fired_time: 6.1024127007, output_fired_time: 4.6043276787, propagate_forward_time: 197.9053802490, propagate_backward_time: 300.3385009766, weight_update_time: 0.4476295412, other_time: 7.8057861328
epoch time: 42.0233993530s, input_fired_time: 0.7197576165, output_fired_time: 0.0000000000, propagate_forward_time: 39.8412857056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4623565674
validation[          , genome  9374] predictions:    9835/  10000 (98.35%), best:    9827/10000 (98.27%), error:       572.24670, best error:       534.28723 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 523.8309326172s, input_fired_time: 6.1445193291, output_fired_time: 4.6385431290, propagate_forward_time: 200.5111236572, propagate_backward_time: 304.7039489746, weight_update_time: 0.4465038776, other_time: 7.8327941895
epoch time: 42.2008972168s, input_fired_time: 0.7199584842, output_fired_time: 0.0000000000, propagate_forward_time: 40.0629882812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4179496765
validation[          , genome  9374] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       498.78464, best error:       498.78464 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 523.1136474609s, input_fired_time: 6.1362676620, output_fired_time: 4.6226954460, propagate_forward_time: 200.3174133301, propagate_backward_time: 304.1835021973, weight_update_time: 0.4512526393, other_time: 7.8537597656
epoch time: 42.0228309631s, input_fired_time: 0.7063548565, output_fired_time: 0.0000000000, propagate_forward_time: 39.9030990601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4133758545
validation[          , genome  9374] predictions:    9835/  10000 (98.35%), best:    9858/10000 (98.58%), error:       554.76544, best error:       498.78464 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 523.3030395508s, input_fired_time: 6.1453394890, output_fired_time: 4.6503582001, propagate_forward_time: 200.2522888184, propagate_backward_time: 304.3976745605, weight_update_time: 0.4533879459, other_time: 7.8574218750
epoch time: 42.1022109985s, input_fired_time: 0.7077655196, output_fired_time: 0.0000000000, propagate_forward_time: 39.9696197510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4248275757
validation[          , genome  9374] predictions:    9842/  10000 (98.42%), best:    9858/10000 (98.58%), error:       504.75540, best error:       498.78464 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 523.4163818359s, input_fired_time: 6.1635260582, output_fired_time: 4.6545300484, propagate_forward_time: 200.3072357178, propagate_backward_time: 304.4768066406, weight_update_time: 0.4439464211, other_time: 7.8142700195
epoch time: 42.0977249146s, input_fired_time: 0.7250482440, output_fired_time: 0.0000000000, propagate_forward_time: 39.9588851929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4137916565
validation[          , genome  9374] predictions:    9843/  10000 (98.43%), best:    9858/10000 (98.58%), error:       508.44278, best error:       498.78464 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 525.9088134766s, input_fired_time: 6.1905994415, output_fired_time: 4.6267957687, propagate_forward_time: 201.3600311279, propagate_backward_time: 305.7961120605, weight_update_time: 0.4496156573, other_time: 7.9352722168
epoch time: 42.2745552063s, input_fired_time: 0.7103407383, output_fired_time: 0.0000000000, propagate_forward_time: 40.1637687683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4004440308
validation[          , genome  9374] predictions:    9827/  10000 (98.27%), best:    9858/10000 (98.58%), error:       526.28040, best error:       498.78464 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 522.8131103516s, input_fired_time: 6.1408333778, output_fired_time: 4.6224942207, propagate_forward_time: 200.0129699707, propagate_backward_time: 304.2020263672, weight_update_time: 0.4491629004, other_time: 7.8348083496
epoch time: 42.1064109802s, input_fired_time: 0.7111325264, output_fired_time: 0.0000000000, propagate_forward_time: 39.9927749634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4025039673
validation[          , genome  9374] predictions:    9845/  10000 (98.45%), best:    9858/10000 (98.58%), error:       513.37640, best error:       498.78464 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 523.1400146484s, input_fired_time: 6.1349964142, output_fired_time: 4.6475739479, propagate_forward_time: 200.0750122070, propagate_backward_time: 304.4997253418, weight_update_time: 0.4489681125, other_time: 7.7826843262
epoch time: 42.2107543945s, input_fired_time: 0.7198728919, output_fired_time: 0.0000000000, propagate_forward_time: 40.0833015442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4075813293
validation[          , genome  9374] predictions:    9804/  10000 (98.04%), best:    9858/10000 (98.58%), error:       703.45618, best error:       498.78464 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 523.1456909180s, input_fired_time: 6.1536140442, output_fired_time: 4.6237483025, propagate_forward_time: 200.0457763672, propagate_backward_time: 304.4619140625, weight_update_time: 0.4461617768, other_time: 7.8606567383
epoch time: 42.1179962158s, input_fired_time: 0.7092482448, output_fired_time: 0.0000000000, propagate_forward_time: 39.9893798828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4193687439
validation[          , genome  9374] predictions:    9827/  10000 (98.27%), best:    9858/10000 (98.58%), error:       555.01868, best error:       498.78464 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 524.1420898438s, input_fired_time: 6.1881694794, output_fired_time: 4.6482181549, propagate_forward_time: 200.6255340576, propagate_backward_time: 304.7947082520, weight_update_time: 0.4496394694, other_time: 7.8854675293
epoch time: 42.1180801392s, input_fired_time: 0.7147378325, output_fired_time: 0.0000000000, propagate_forward_time: 40.0081481934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3951950073
validation[          , genome  9374] predictions:    9793/  10000 (97.93%), best:    9858/10000 (98.58%), error:       644.21460, best error:       498.78464 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 523.8154296875s, input_fired_time: 6.1609015465, output_fired_time: 4.6629943848, propagate_forward_time: 200.4658050537, propagate_backward_time: 304.7062683105, weight_update_time: 0.4492779970, other_time: 7.8194885254
epoch time: 42.4412117004s, input_fired_time: 0.7276473045, output_fired_time: 0.0000000000, propagate_forward_time: 40.2899322510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4236335754
validation[          , genome  9374] predictions:    9832/  10000 (98.32%), best:    9858/10000 (98.58%), error:       559.47974, best error:       498.78464 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 521.0473632812s, input_fired_time: 6.1462531090, output_fired_time: 4.6124529839, propagate_forward_time: 199.4876098633, propagate_backward_time: 302.9217224121, weight_update_time: 0.4529758990, other_time: 7.8793334961
epoch time: 41.9728431702s, input_fired_time: 0.7244037390, output_fired_time: 0.0000000000, propagate_forward_time: 39.8082656860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4401741028
validation[          , genome  9374] predictions:    9841/  10000 (98.41%), best:    9858/10000 (98.58%), error:       514.62946, best error:       498.78464 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 521.4207763672s, input_fired_time: 6.1339354515, output_fired_time: 4.6477527618, propagate_forward_time: 199.0421295166, propagate_backward_time: 303.7664184570, weight_update_time: 0.4479449093, other_time: 7.8305664062
epoch time: 42.0096359253s, input_fired_time: 0.7246645689, output_fired_time: 0.0000000000, propagate_forward_time: 39.8552856445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4296875000
validation[          , genome  9374] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       467.95074, best error:       467.95074 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 506.0440979004s, input_fired_time: 6.0764026642, output_fired_time: 4.5350599289, propagate_forward_time: 193.4544525146, propagate_backward_time: 294.0577392578, weight_update_time: 0.4473825991, other_time: 7.9204101562
epoch time: 41.9014854431s, input_fired_time: 0.7178291082, output_fired_time: 0.0000000000, propagate_forward_time: 39.7682914734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4153633118
validation[          , genome  9374] predictions:    9847/  10000 (98.47%), best:    9852/10000 (98.52%), error:       483.42566, best error:       467.95074 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 524.3273315430s, input_fired_time: 6.1881651878, output_fired_time: 4.6357226372, propagate_forward_time: 200.6385498047, propagate_backward_time: 305.0305175781, weight_update_time: 0.4487763643, other_time: 7.8343505859
epoch time: 42.2092399597s, input_fired_time: 0.7077298760, output_fired_time: 0.0000000000, propagate_forward_time: 40.1424560547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3590545654
validation[          , genome  9374] predictions:    9818/  10000 (98.18%), best:    9852/10000 (98.52%), error:       598.87964, best error:       467.95074 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 521.5379638672s, input_fired_time: 6.0319838524, output_fired_time: 4.5545392036, propagate_forward_time: 199.3741912842, propagate_backward_time: 304.1838684082, weight_update_time: 0.4301150441, other_time: 7.3934020996
epoch time: 41.9314002991s, input_fired_time: 0.6881307960, output_fired_time: 0.0000000000, propagate_forward_time: 39.9310340881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3122367859
validation[          , genome  9374] predictions:    9830/  10000 (98.30%), best:    9852/10000 (98.52%), error:       532.42639, best error:       467.95074 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 521.6511840820s, input_fired_time: 6.0329413414, output_fired_time: 4.5452952385, propagate_forward_time: 199.5696716309, propagate_backward_time: 304.1088867188, weight_update_time: 0.4289084375, other_time: 7.3943786621
epoch time: 41.9734115601s, input_fired_time: 0.6925221682, output_fired_time: 0.0000000000, propagate_forward_time: 39.9668540955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3140335083
validation[          , genome  9374] predictions:    9793/  10000 (97.93%), best:    9852/10000 (98.52%), error:       648.36389, best error:       467.95074 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 523.3595581055s, input_fired_time: 6.0549345016, output_fired_time: 4.5647068024, propagate_forward_time: 200.2700042725, propagate_backward_time: 305.0396423340, weight_update_time: 0.4296590090, other_time: 7.4302673340
epoch time: 42.0340194702s, input_fired_time: 0.6913844943, output_fired_time: 0.0000000000, propagate_forward_time: 40.0112571716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3313789368
validation[          , genome  9374] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       441.44034, best error:       441.44034 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 523.0466918945s, input_fired_time: 6.0450038910, output_fired_time: 4.5495791435, propagate_forward_time: 200.1368560791, propagate_backward_time: 304.9234924316, weight_update_time: 0.4288421571, other_time: 7.3918151855
epoch time: 42.0605430603s, input_fired_time: 0.6913167238, output_fired_time: 0.0000000000, propagate_forward_time: 40.0399284363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3292961121
validation[          , genome  9374] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       447.65527, best error:       441.44034 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 523.3043212891s, input_fired_time: 6.0518441200, output_fired_time: 4.5691332817, propagate_forward_time: 200.1193695068, propagate_backward_time: 305.1546630859, weight_update_time: 0.4315921962, other_time: 7.4093017578
epoch time: 41.9888916016s, input_fired_time: 0.6922410131, output_fired_time: 0.0000000000, propagate_forward_time: 39.9367218018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3599281311
validation[          , genome  9374] predictions:    9846/  10000 (98.46%), best:    9870/10000 (98.70%), error:       476.84470, best error:       441.44034 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 521.2777709961s, input_fired_time: 6.0167546272, output_fired_time: 4.5246162415, propagate_forward_time: 199.5264587402, propagate_backward_time: 303.8644104004, weight_update_time: 0.4243666828, other_time: 7.3454895020
epoch time: 41.8987464905s, input_fired_time: 0.6915782094, output_fired_time: 0.0000000000, propagate_forward_time: 39.8434906006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3636779785
validation[          , genome  9374] predictions:    9856/  10000 (98.56%), best:    9870/10000 (98.70%), error:       478.23776, best error:       441.44034 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 524.5689697266s, input_fired_time: 6.1032199860, output_fired_time: 4.5792198181, propagate_forward_time: 200.7299346924, propagate_backward_time: 305.6583862305, weight_update_time: 0.4355787039, other_time: 7.4982299805
epoch time: 42.1984519958s, input_fired_time: 0.7015382051, output_fired_time: 0.0000000000, propagate_forward_time: 40.0896568298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4072570801
validation[          , genome  9374] predictions:    9827/  10000 (98.27%), best:    9870/10000 (98.70%), error:       580.25427, best error:       441.44034 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 520.6488647461s, input_fired_time: 6.0341930389, output_fired_time: 4.5344338417, propagate_forward_time: 198.9435882568, propagate_backward_time: 303.6795043945, weight_update_time: 0.4278298616, other_time: 7.4571533203
epoch time: 42.0095825195s, input_fired_time: 0.6968324780, output_fired_time: 0.0000000000, propagate_forward_time: 39.9842796326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3284721375
validation[          , genome  9374] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       462.40714, best error:       441.44034 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 520.2418823242s, input_fired_time: 5.9993686676, output_fired_time: 4.4910807610, propagate_forward_time: 199.1859893799, propagate_backward_time: 303.2274169922, weight_update_time: 0.4246841967, other_time: 7.3380126953
epoch time: 41.9952697754s, input_fired_time: 0.6913595796, output_fired_time: 0.0000000000, propagate_forward_time: 39.9723358154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3315734863
validation[          , genome  9374] predictions:    9872/  10000 (98.72%), best:    9870/10000 (98.70%), error:       467.15967, best error:       441.44034 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 503.6275024414s, input_fired_time: 5.9212579727, output_fired_time: 4.3902840614, propagate_forward_time: 192.6978912354, propagate_backward_time: 293.3054809570, weight_update_time: 0.4185901284, other_time: 7.3125610352
epoch time: 41.9655113220s, input_fired_time: 0.6998758316, output_fired_time: 0.0000000000, propagate_forward_time: 39.9173240662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3483123779
validation[          , genome  9374] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       496.37384, best error:       441.44034 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 521.7459716797s, input_fired_time: 6.0553417206, output_fired_time: 4.5269021988, propagate_forward_time: 199.8106079102, propagate_backward_time: 303.8938903809, weight_update_time: 0.4255554974, other_time: 7.4591979980
epoch time: 42.0298690796s, input_fired_time: 0.6947290897, output_fired_time: 0.0000000000, propagate_forward_time: 40.0108070374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3243331909
validation[          , genome  9374] predictions:    9848/  10000 (98.48%), best:    9870/10000 (98.70%), error:       478.96344, best error:       441.44034 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 522.3649902344s, input_fired_time: 6.0568766594, output_fired_time: 4.5290594101, propagate_forward_time: 199.7736663818, propagate_backward_time: 304.5598754883, weight_update_time: 0.4238409698, other_time: 7.4454956055
epoch time: 42.0168533325s, input_fired_time: 0.6940378547, output_fired_time: 0.0000000000, propagate_forward_time: 39.9922218323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3305931091
validation[          , genome  9374] predictions:    9858/  10000 (98.58%), best:    9870/10000 (98.70%), error:       448.46909, best error:       441.44034 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 524.7181396484s, input_fired_time: 6.0831809044, output_fired_time: 4.5591731071, propagate_forward_time: 200.7093353271, propagate_backward_time: 305.8948974609, weight_update_time: 0.4338751137, other_time: 7.4715576172
epoch time: 42.2605628967s, input_fired_time: 0.7070896029, output_fired_time: 0.0000000000, propagate_forward_time: 40.1943626404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3591117859
validation[          , genome  9374] predictions:    9856/  10000 (98.56%), best:    9870/10000 (98.70%), error:       505.67499, best error:       441.44034 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 523.7872314453s, input_fired_time: 6.0942635536, output_fired_time: 4.5569953918, propagate_forward_time: 200.2372589111, propagate_backward_time: 305.4468688965, weight_update_time: 0.4283708632, other_time: 7.4518737793
epoch time: 42.2273483276s, input_fired_time: 0.6996150017, output_fired_time: 0.0000000000, propagate_forward_time: 40.1681518555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3595809937
validation[          , genome  9374] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       440.37338, best error:       440.37338 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 523.9992675781s, input_fired_time: 6.0627474785, output_fired_time: 4.5455899239, propagate_forward_time: 200.3449096680, propagate_backward_time: 305.6156311035, weight_update_time: 0.4291428924, other_time: 7.4303894043
epoch time: 42.1655731201s, input_fired_time: 0.7060695291, output_fired_time: 0.0000000000, propagate_forward_time: 40.1161727905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3433303833
validation[          , genome  9374] predictions:    9859/  10000 (98.59%), best:    9856/10000 (98.56%), error:       466.43430, best error:       440.37338 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 523.8530883789s, input_fired_time: 6.0780920982, output_fired_time: 4.5625872612, propagate_forward_time: 200.0342407227, propagate_backward_time: 305.7158203125, weight_update_time: 0.4349283874, other_time: 7.4624023438
epoch time: 41.9836082458s, input_fired_time: 0.6931315660, output_fired_time: 0.0000000000, propagate_forward_time: 39.9594688416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3310089111
validation[          , genome  9374] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       452.49194, best error:       440.37338 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 523.8479614258s, input_fired_time: 6.0544366837, output_fired_time: 4.5502977371, propagate_forward_time: 199.9494018555, propagate_backward_time: 305.8307800293, weight_update_time: 0.4271944463, other_time: 7.4630432129
epoch time: 42.0713958740s, input_fired_time: 0.6986524463, output_fired_time: 0.0000000000, propagate_forward_time: 40.0613288879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3114128113
validation[          , genome  9374] predictions:    9855/  10000 (98.55%), best:    9856/10000 (98.56%), error:       462.46552, best error:       440.37338 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 522.9281616211s, input_fired_time: 6.0525989532, output_fired_time: 4.5254426003, propagate_forward_time: 199.8506774902, propagate_backward_time: 305.1393127441, weight_update_time: 0.4289593995, other_time: 7.3601074219
epoch time: 42.0558395386s, input_fired_time: 0.6983090043, output_fired_time: 0.0000000000, propagate_forward_time: 40.0193519592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3381767273
validation[          , genome  9374] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       416.89893, best error:       416.89893 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 524.4710083008s, input_fired_time: 6.0935549736, output_fired_time: 4.5461125374, propagate_forward_time: 200.3887786865, propagate_backward_time: 305.9965515137, weight_update_time: 0.4306850433, other_time: 7.4459533691
epoch time: 42.0094604492s, input_fired_time: 0.6918062568, output_fired_time: 0.0000000000, propagate_forward_time: 40.0077972412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3098564148
validation[          , genome  9374] predictions:    9837/  10000 (98.37%), best:    9878/10000 (98.78%), error:       533.25049, best error:       416.89893 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 523.3607788086s, input_fired_time: 6.0857329369, output_fired_time: 4.5464782715, propagate_forward_time: 200.1972503662, propagate_backward_time: 305.0721435547, weight_update_time: 0.4311893284, other_time: 7.4591064453
epoch time: 42.2299995422s, input_fired_time: 0.7047855854, output_fired_time: 0.0000000000, propagate_forward_time: 40.1505813599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3746337891
validation[          , genome  9374] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       413.59906, best error:       413.59906 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 522.9537963867s, input_fired_time: 6.0585188866, output_fired_time: 4.5440249443, propagate_forward_time: 199.7956390381, propagate_backward_time: 305.1104125977, weight_update_time: 0.4275317490, other_time: 7.4451904297
epoch time: 41.9330444336s, input_fired_time: 0.6990993619, output_fired_time: 0.0000000000, propagate_forward_time: 39.9028587341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3310852051
validation[          , genome  9374] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       391.74301, best error:       391.74301 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 524.7344970703s, input_fired_time: 6.0876708031, output_fired_time: 4.5402517319, propagate_forward_time: 200.4481964111, propagate_backward_time: 306.2331237793, weight_update_time: 0.4271809459, other_time: 7.4253234863
epoch time: 42.0499229431s, input_fired_time: 0.7034078836, output_fired_time: 0.0000000000, propagate_forward_time: 40.0148849487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3316307068
validation[          , genome  9374] predictions:    9843/  10000 (98.43%), best:    9879/10000 (98.79%), error:       476.27179, best error:       391.74301 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 522.5728759766s, input_fired_time: 6.0564718246, output_fired_time: 4.5232052803, propagate_forward_time: 199.5954589844, propagate_backward_time: 305.1023864746, weight_update_time: 0.4253466427, other_time: 7.2953796387
epoch time: 41.6049575806s, input_fired_time: 0.6950169206, output_fired_time: 0.0000000000, propagate_forward_time: 39.6000518799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3098869324
validation[          , genome  9374] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       443.34497, best error:       391.74301 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 518.0875854492s, input_fired_time: 5.9952116013, output_fired_time: 4.4160833359, propagate_forward_time: 198.2881927490, propagate_backward_time: 302.0098266602, weight_update_time: 0.4232226312, other_time: 7.3782348633
epoch time: 41.9306488037s, input_fired_time: 0.7027025223, output_fired_time: 0.0000000000, propagate_forward_time: 39.8922729492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3356742859
validation[          , genome  9374] predictions:    9846/  10000 (98.46%), best:    9879/10000 (98.79%), error:       511.96317, best error:       391.74301 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 512.9133300781s, input_fired_time: 5.9812335968, output_fired_time: 4.4644594193, propagate_forward_time: 195.7876434326, propagate_backward_time: 299.3321228027, weight_update_time: 0.4256749153, other_time: 7.3478698730
epoch time: 41.8579521179s, input_fired_time: 0.6923931241, output_fired_time: 0.0000000000, propagate_forward_time: 39.8276062012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3379516602
validation[          , genome  9374] predictions:    9824/  10000 (98.24%), best:    9879/10000 (98.79%), error:       520.15851, best error:       391.74301 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 513.2084350586s, input_fired_time: 5.9916415215, output_fired_time: 4.4840908051, propagate_forward_time: 196.2640533447, propagate_backward_time: 299.1610412598, weight_update_time: 0.4218690395, other_time: 7.3075866699
epoch time: 41.8972816467s, input_fired_time: 0.6965486407, output_fired_time: 0.0000000000, propagate_forward_time: 39.8615531921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3391799927
validation[          , genome  9374] predictions:    9852/  10000 (98.52%), best:    9879/10000 (98.79%), error:       496.60519, best error:       391.74301 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 511.4414367676s, input_fired_time: 5.9636993408, output_fired_time: 4.4567141533, propagate_forward_time: 195.5597381592, propagate_backward_time: 298.1074218750, weight_update_time: 0.4204415977, other_time: 7.3538208008
epoch time: 41.7843551636s, input_fired_time: 0.6909195781, output_fired_time: 0.0000000000, propagate_forward_time: 39.7592086792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3342285156
validation[          , genome  9374] predictions:    9857/  10000 (98.57%), best:    9879/10000 (98.79%), error:       500.40692, best error:       391.74301 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 510.3212280273s, input_fired_time: 5.9551944733, output_fired_time: 4.4610528946, propagate_forward_time: 194.9503631592, propagate_backward_time: 297.6293640137, weight_update_time: 0.4184338748, other_time: 7.3252258301
epoch time: 40.6940498352s, input_fired_time: 0.6851717830, output_fired_time: 0.0000000000, propagate_forward_time: 38.6897888184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3190879822
validation[          , genome  9374] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       418.52979, best error:       391.74301 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 517.8438720703s, input_fired_time: 6.0212807655, output_fired_time: 4.5134897232, propagate_forward_time: 197.8734436035, propagate_backward_time: 302.0643920898, weight_update_time: 0.4268426597, other_time: 7.3712768555
epoch time: 41.9492912292s, input_fired_time: 0.6996608377, output_fired_time: 0.0000000000, propagate_forward_time: 39.9242210388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3254089355
validation[          , genome  9374] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       433.49097, best error:       391.74301 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 515.7781982422s, input_fired_time: 6.0076785088, output_fired_time: 4.4984326363, propagate_forward_time: 196.8121490479, propagate_backward_time: 301.1181335449, weight_update_time: 0.4254986048, other_time: 7.3417663574
epoch time: 41.7339820862s, input_fired_time: 0.6936844587, output_fired_time: 0.0000000000, propagate_forward_time: 39.7008018494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3394966125
validation[          , genome  9374] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       394.26172, best error:       391.74301 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 513.9924926758s, input_fired_time: 5.9938950539, output_fired_time: 4.4873719215, propagate_forward_time: 196.1219635010, propagate_backward_time: 300.0294799805, weight_update_time: 0.4244729280, other_time: 7.3598022461
epoch time: 42.0694694519s, input_fired_time: 0.7106369734, output_fired_time: 0.0000000000, propagate_forward_time: 39.9697113037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3891220093
validation[          , genome  9374] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       399.01715, best error:       391.74301 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 517.4032592773s, input_fired_time: 6.0208516121, output_fired_time: 4.5138530731, propagate_forward_time: 197.5257873535, propagate_backward_time: 301.9967041016, weight_update_time: 0.4274303615, other_time: 7.3460693359
epoch time: 41.9827308655s, input_fired_time: 0.6955156922, output_fired_time: 0.0000000000, propagate_forward_time: 39.9911499023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2960662842
validation[          , genome  9374] predictions:    9870/  10000 (98.70%), best:    9879/10000 (98.79%), error:       418.38504, best error:       391.74301 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 516.8136596680s, input_fired_time: 6.0094447136, output_fired_time: 4.5080528259, propagate_forward_time: 197.3522338867, propagate_backward_time: 301.6310424805, weight_update_time: 0.4223940074, other_time: 7.3128967285
epoch time: 41.9772758484s, input_fired_time: 0.6944243908, output_fired_time: 0.0000000000, propagate_forward_time: 39.9653282166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3175239563
validation[          , genome  9374] predictions:    9865/  10000 (98.65%), best:    9879/10000 (98.79%), error:       444.27933, best error:       391.74301 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 512.9511108398s, input_fired_time: 5.9881501198, output_fired_time: 4.4626760483, propagate_forward_time: 195.4430541992, propagate_backward_time: 299.7240295410, weight_update_time: 0.4192903936, other_time: 7.3331909180
epoch time: 41.9132995605s, input_fired_time: 0.7043387294, output_fired_time: 0.0000000000, propagate_forward_time: 39.8637847900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3451766968
validation[          , genome  9374] predictions:    9859/  10000 (98.59%), best:    9879/10000 (98.79%), error:       448.16135, best error:       391.74301 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 521.0192260742s, input_fired_time: 6.0495390892, output_fired_time: 4.5505509377, propagate_forward_time: 198.8306427002, propagate_backward_time: 304.2635498047, weight_update_time: 0.4275921881, other_time: 7.3249511719
epoch time: 42.0388984680s, input_fired_time: 0.7006998062, output_fired_time: 0.0000000000, propagate_forward_time: 39.9861946106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3520050049
validation[          , genome  9374] predictions:    9863/  10000 (98.63%), best:    9879/10000 (98.79%), error:       425.85736, best error:       391.74301 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 508.3674926758s, input_fired_time: 5.9507155418, output_fired_time: 4.4312000275, propagate_forward_time: 193.8475341797, propagate_backward_time: 296.8347778320, weight_update_time: 0.4172573984, other_time: 7.3032531738
epoch time: 41.9059143066s, input_fired_time: 0.6939244270, output_fired_time: 0.0000000000, propagate_forward_time: 39.8953361511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3166542053
validation[          , genome  9374] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       402.38779, best error:       391.74301 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 519.8698730469s, input_fired_time: 6.0206236839, output_fired_time: 4.5187487602, propagate_forward_time: 198.4951629639, propagate_backward_time: 303.4679870605, weight_update_time: 0.4220071137, other_time: 7.3673400879
epoch time: 41.8884010315s, input_fired_time: 0.6934747100, output_fired_time: 0.0000000000, propagate_forward_time: 39.8462028503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3487243652
validation[          , genome  9374] predictions:    9853/  10000 (98.53%), best:    9879/10000 (98.79%), error:       494.65942, best error:       391.74301 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 520.0551147461s, input_fired_time: 6.0315599442, output_fired_time: 4.5106658936, propagate_forward_time: 198.4915161133, propagate_backward_time: 303.6504516602, weight_update_time: 0.4256366491, other_time: 7.3709106445
epoch time: 38.5156097412s, input_fired_time: 0.6624615192, output_fired_time: 0.0000000000, propagate_forward_time: 36.5662498474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2868995667
validation[          , genome  9374] predictions:    9860/  10000 (98.60%), best:    9879/10000 (98.79%), error:       456.88104, best error:       391.74301 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 510.8835754395s, input_fired_time: 5.9962015152, output_fired_time: 4.4658589363, propagate_forward_time: 194.8754882812, propagate_backward_time: 298.1829833984, weight_update_time: 0.4189659357, other_time: 7.3630371094
epoch time: 41.1860580444s, input_fired_time: 0.6903222799, output_fired_time: 0.0000000000, propagate_forward_time: 39.1592483521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3364868164
validation[          , genome  9374] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       455.19760, best error:       391.74301 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 521.4243774414s, input_fired_time: 6.0563783646, output_fired_time: 4.5171513557, propagate_forward_time: 199.0654449463, propagate_backward_time: 304.4014587402, weight_update_time: 0.4279118180, other_time: 7.3839416504
epoch time: 42.0560646057s, input_fired_time: 0.7100124955, output_fired_time: 0.0000000000, propagate_forward_time: 40.0251388550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3209114075
validation[          , genome  9374] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       446.34534, best error:       391.74301 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 521.6799926758s, input_fired_time: 6.0965657234, output_fired_time: 4.5166716576, propagate_forward_time: 199.3173522949, propagate_backward_time: 304.3007507324, weight_update_time: 0.4315078855, other_time: 7.4486694336
epoch time: 41.2151756287s, input_fired_time: 0.7009534836, output_fired_time: 0.0000000000, propagate_forward_time: 39.1499099731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3643112183
validation[          , genome  9374] predictions:    9860/  10000 (98.60%), best:    9879/10000 (98.79%), error:       438.85907, best error:       391.74301 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 518.2312622070s, input_fired_time: 6.0539560318, output_fired_time: 4.5011539459, propagate_forward_time: 197.9127197266, propagate_backward_time: 302.3922729492, weight_update_time: 0.4288283587, other_time: 7.3711547852
epoch time: 41.9515495300s, input_fired_time: 0.7070274949, output_fired_time: 0.0000000000, propagate_forward_time: 39.8997421265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3447799683
validation[          , genome  9374] predictions:    9858/  10000 (98.58%), best:    9879/10000 (98.79%), error:       442.50070, best error:       391.74301 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 519.5580444336s, input_fired_time: 6.0360746384, output_fired_time: 4.4814276695, propagate_forward_time: 198.6057739258, propagate_backward_time: 303.0705261230, weight_update_time: 0.4231906533, other_time: 7.3642578125
epoch time: 41.9893341064s, input_fired_time: 0.7003531456, output_fired_time: 0.0000000000, propagate_forward_time: 39.9541625977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3348197937
validation[          , genome  9374] predictions:    9876/  10000 (98.76%), best:    9879/10000 (98.79%), error:       426.58704, best error:       391.74301 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 516.5836181641s, input_fired_time: 6.0390987396, output_fired_time: 4.5105113983, propagate_forward_time: 197.0759735107, propagate_backward_time: 301.6235351562, weight_update_time: 0.4243027270, other_time: 7.3345336914
epoch time: 41.7029953003s, input_fired_time: 0.6998374462, output_fired_time: 0.0000000000, propagate_forward_time: 39.6583442688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3448143005
validation[          , genome  9374] predictions:    9842/  10000 (98.42%), best:    9879/10000 (98.79%), error:       489.40793, best error:       391.74301 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 518.7515258789s, input_fired_time: 6.0509476662, output_fired_time: 4.4981679916, propagate_forward_time: 198.2457885742, propagate_backward_time: 302.5684204102, weight_update_time: 0.4277806878, other_time: 7.3881835938
epoch time: 42.1282234192s, input_fired_time: 0.7029604912, output_fired_time: 0.0000000000, propagate_forward_time: 40.0701217651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3551406860
validation[          , genome  9374] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       400.03806, best error:       391.74301 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 518.0983276367s, input_fired_time: 6.0615797043, output_fired_time: 4.4950962067, propagate_forward_time: 197.8731384277, propagate_backward_time: 302.3511047363, weight_update_time: 0.4239686430, other_time: 7.3174133301
epoch time: 41.9696617126s, input_fired_time: 0.7015758753, output_fired_time: 0.0000000000, propagate_forward_time: 39.9410324097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3270530701
validation[          , genome  9374] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       410.55026, best error:       391.74301 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 516.5050659180s, input_fired_time: 6.0362448692, output_fired_time: 4.5071353912, propagate_forward_time: 196.9748535156, propagate_backward_time: 301.6478576660, weight_update_time: 0.4266892076, other_time: 7.3389587402
epoch time: 42.1294288635s, input_fired_time: 0.7048706412, output_fired_time: 0.0000000000, propagate_forward_time: 40.0835685730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3409881592
validation[          , genome  9374] predictions:    9860/  10000 (98.60%), best:    9879/10000 (98.79%), error:       455.35565, best error:       391.74301 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 520.1160278320s, input_fired_time: 6.0574045181, output_fired_time: 4.5097188950, propagate_forward_time: 198.6014556885, propagate_backward_time: 303.5528564453, weight_update_time: 0.4278162718, other_time: 7.3945922852
epoch time: 41.9927177429s, input_fired_time: 0.7078518271, output_fired_time: 0.0000000000, propagate_forward_time: 39.9276657104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3572006226
validation[          , genome  9374] predictions:    9878/  10000 (98.78%), best:    9879/10000 (98.79%), error:       405.99695, best error:       391.74301 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 521.0128784180s, input_fired_time: 6.0822587013, output_fired_time: 4.5452342033, propagate_forward_time: 198.8219909668, propagate_backward_time: 304.1877441406, weight_update_time: 0.4299707115, other_time: 7.3756408691
epoch time: 41.7988395691s, input_fired_time: 0.6971915364, output_fired_time: 0.0000000000, propagate_forward_time: 39.7661972046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3354492188
validation[          , genome  9374] predictions:    9857/  10000 (98.57%), best:    9879/10000 (98.79%), error:       477.94440, best error:       391.74301 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 513.0130004883s, input_fired_time: 6.0096926689, output_fired_time: 4.4557447433, propagate_forward_time: 195.7167968750, propagate_backward_time: 299.4482727051, weight_update_time: 0.4274106622, other_time: 7.3824768066
epoch time: 41.9880523682s, input_fired_time: 0.7126318812, output_fired_time: 0.0000000000, propagate_forward_time: 39.9267845154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3486366272
validation[          , genome  9374] predictions:    9851/  10000 (98.51%), best:    9879/10000 (98.79%), error:       457.77536, best error:       391.74301 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 514.0885009766s, input_fired_time: 6.0241727829, output_fired_time: 4.4468317032, propagate_forward_time: 196.2044525146, propagate_backward_time: 300.0729675293, weight_update_time: 0.4242172241, other_time: 7.3400573730
epoch time: 42.1662292480s, input_fired_time: 0.7049133182, output_fired_time: 0.0000000000, propagate_forward_time: 40.1258735657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3354415894
validation[          , genome  9374] predictions:    9837/  10000 (98.37%), best:    9879/10000 (98.79%), error:       521.40027, best error:       391.74301 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 516.1190185547s, input_fired_time: 6.0431909561, output_fired_time: 4.4505472183, propagate_forward_time: 196.9199981689, propagate_backward_time: 301.3134765625, weight_update_time: 0.4311953187, other_time: 7.3917846680
epoch time: 41.6485137939s, input_fired_time: 0.7065224648, output_fired_time: 0.0000000000, propagate_forward_time: 39.5897789001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3522109985
validation[          , genome  9374] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       412.68466, best error:       391.74301 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 520.3358154297s, input_fired_time: 6.0936923027, output_fired_time: 4.5507984161, propagate_forward_time: 198.2597351074, propagate_backward_time: 304.0243225098, weight_update_time: 0.4303080142, other_time: 7.4072570801
epoch time: 42.1804618835s, input_fired_time: 0.7076123953, output_fired_time: 0.0000000000, propagate_forward_time: 40.1279373169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3449134827
validation[          , genome  9374] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       413.66013, best error:       391.74301 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 520.7086181641s, input_fired_time: 6.1101651192, output_fired_time: 4.5353755951, propagate_forward_time: 198.4863433838, propagate_backward_time: 304.1564331055, weight_update_time: 0.4310719669, other_time: 7.4202880859
epoch time: 42.0113067627s, input_fired_time: 0.7046944499, output_fired_time: 0.0000000000, propagate_forward_time: 39.9788742065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3277397156
validation[          , genome  9374] predictions:    9870/  10000 (98.70%), best:    9879/10000 (98.79%), error:       408.46875, best error:       391.74301 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 512.9467163086s, input_fired_time: 6.0463519096, output_fired_time: 4.4652757645, propagate_forward_time: 195.4917449951, propagate_backward_time: 299.5451965332, weight_update_time: 0.4259145260, other_time: 7.3981628418
epoch time: 42.0075569153s, input_fired_time: 0.7137134075, output_fired_time: 0.0000000000, propagate_forward_time: 39.9486846924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3451576233
validation[          , genome  9374] predictions:    9862/  10000 (98.62%), best:    9879/10000 (98.79%), error:       452.57944, best error:       391.74301 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 516.8040161133s, input_fired_time: 6.0744638443, output_fired_time: 4.4921817780, propagate_forward_time: 197.3393859863, propagate_backward_time: 301.5035400391, weight_update_time: 0.4278900623, other_time: 7.3944396973
epoch time: 39.1714401245s, input_fired_time: 0.6836236715, output_fired_time: 0.0000000000, propagate_forward_time: 37.1966590881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2911567688
validation[          , genome  9374] predictions:    9851/  10000 (98.51%), best:    9879/10000 (98.79%), error:       448.89301, best error:       391.74301 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 517.1226196289s, input_fired_time: 6.0590906143, output_fired_time: 4.4924626350, propagate_forward_time: 197.2806854248, propagate_backward_time: 301.9450683594, weight_update_time: 0.4273034632, other_time: 7.3453369141
epoch time: 40.9503517151s, input_fired_time: 0.7040736675, output_fired_time: 0.0000000000, propagate_forward_time: 38.9176483154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3286285400
validation[          , genome  9374] predictions:    9853/  10000 (98.53%), best:    9879/10000 (98.79%), error:       443.93594, best error:       391.74301 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 516.9338989258s, input_fired_time: 6.0609164238, output_fired_time: 4.5201978683, propagate_forward_time: 197.3018646240, propagate_backward_time: 301.6777648926, weight_update_time: 0.4278703332, other_time: 7.3731384277
epoch time: 42.1163787842s, input_fired_time: 0.7090097666, output_fired_time: 0.0000000000, propagate_forward_time: 40.0695953369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3377723694
validation[          , genome  9374] predictions:    9862/  10000 (98.62%), best:    9879/10000 (98.79%), error:       454.78912, best error:       391.74301 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 519.1113891602s, input_fired_time: 6.0874814987, output_fired_time: 4.5234303474, propagate_forward_time: 198.1293334961, propagate_backward_time: 302.9751892090, weight_update_time: 0.4281247258, other_time: 7.3959655762
epoch time: 42.2032966614s, input_fired_time: 0.7095362544, output_fired_time: 0.0000000000, propagate_forward_time: 40.1537551880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3400039673
validation[          , genome  9374] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       403.12451, best error:       391.74301 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 522.9628906250s, input_fired_time: 6.1431794167, output_fired_time: 4.5473618507, propagate_forward_time: 199.6664123535, propagate_backward_time: 305.1770935059, weight_update_time: 0.4289545417, other_time: 7.4288330078
epoch time: 42.1554985046s, input_fired_time: 0.7146386504, output_fired_time: 0.0000000000, propagate_forward_time: 40.0922393799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3486213684
validation[          , genome  9374] predictions:    9875/  10000 (98.75%), best:    9879/10000 (98.79%), error:       418.48022, best error:       391.74301 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 524.3288574219s, input_fired_time: 6.1492719650, output_fired_time: 4.5511798859, propagate_forward_time: 199.9306488037, propagate_backward_time: 306.2107849121, weight_update_time: 0.4332552850, other_time: 7.4869079590
epoch time: 42.1447105408s, input_fired_time: 0.7121785283, output_fired_time: 0.0000000000, propagate_forward_time: 40.1009254456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3316078186
validation[          , genome  9374] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       420.33337, best error:       391.74301 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 523.4581909180s, input_fired_time: 6.1476721764, output_fired_time: 4.5563626289, propagate_forward_time: 199.5508270264, propagate_backward_time: 305.7563476562, weight_update_time: 0.4306077361, other_time: 7.4470214844
epoch time: 42.2343139648s, input_fired_time: 0.7116531134, output_fired_time: 0.0000000000, propagate_forward_time: 40.1876602173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3349990845
validation[          , genome  9374] predictions:    9881/  10000 (98.81%), best:    9879/10000 (98.79%), error:       404.91919, best error:       391.74301 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 526.7489013672s, input_fired_time: 6.1382818222, output_fired_time: 4.5787816048, propagate_forward_time: 200.9877471924, propagate_backward_time: 307.6145324707, weight_update_time: 0.4343855977, other_time: 7.4295349121
epoch time: 41.0984764099s, input_fired_time: 0.7000257969, output_fired_time: 0.0000000000, propagate_forward_time: 39.0655021667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3329467773
validation[          , genome  9374] predictions:    9870/  10000 (98.70%), best:    9879/10000 (98.79%), error:       402.48996, best error:       391.74301 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 525.7212524414s, input_fired_time: 6.1853475571, output_fired_time: 4.5588111877, propagate_forward_time: 200.6701354980, propagate_backward_time: 306.7823791504, weight_update_time: 0.4359261692, other_time: 7.5245361328
epoch time: 42.2614288330s, input_fired_time: 0.7210991979, output_fired_time: 0.0000000000, propagate_forward_time: 40.1733856201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3669433594
validation[          , genome  9374] predictions:    9830/  10000 (98.30%), best:    9879/10000 (98.79%), error:       519.96973, best error:       391.74301 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 526.4802246094s, input_fired_time: 6.1610121727, output_fired_time: 4.5753631592, propagate_forward_time: 200.7624359131, propagate_backward_time: 307.5401000977, weight_update_time: 0.4343576431, other_time: 7.4412841797
epoch time: 42.5782394409s, input_fired_time: 0.7189726233, output_fired_time: 0.0000000000, propagate_forward_time: 40.5195045471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3397636414
validation[          , genome  9374] predictions:    9877/  10000 (98.77%), best:    9879/10000 (98.79%), error:       397.18491, best error:       391.74301 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 525.2321777344s, input_fired_time: 6.1403579712, output_fired_time: 4.5282583237, propagate_forward_time: 200.5869293213, propagate_backward_time: 306.5070495605, weight_update_time: 0.4377638102, other_time: 7.4695739746
epoch time: 42.0163879395s, input_fired_time: 0.7174100876, output_fired_time: 0.0000000000, propagate_forward_time: 39.9409713745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3580055237
validation[          , genome  9374] predictions:    9863/  10000 (98.63%), best:    9879/10000 (98.79%), error:       422.65826, best error:       391.74301 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 521.0800781250s, input_fired_time: 6.0995225906, output_fired_time: 4.4999322891, propagate_forward_time: 198.8336791992, propagate_backward_time: 304.2859497070, weight_update_time: 0.4310704470, other_time: 7.3609619141
epoch time: 41.0272064209s, input_fired_time: 0.7032766342, output_fired_time: 0.0000000000, propagate_forward_time: 38.9827270508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3412017822
validation[          , genome  9374] predictions:    9871/  10000 (98.71%), best:    9879/10000 (98.79%), error:       419.24661, best error:       391.74301 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 517.1843261719s, input_fired_time: 6.0762486458, output_fired_time: 4.5043935776, propagate_forward_time: 197.4576416016, propagate_backward_time: 301.7562561035, weight_update_time: 0.4294708371, other_time: 7.3897705078
epoch time: 41.7259597778s, input_fired_time: 0.7083153129, output_fired_time: 0.0000000000, propagate_forward_time: 39.6970748901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3205680847
validation[          , genome  9374] predictions:    9875/  10000 (98.75%), best:    9879/10000 (98.79%), error:       420.24820, best error:       391.74301 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 515.7289428711s, input_fired_time: 6.0737571716, output_fired_time: 4.4948983192, propagate_forward_time: 196.9078979492, propagate_backward_time: 300.8953857422, weight_update_time: 0.4295368493, other_time: 7.3569946289
epoch time: 42.0832672119s, input_fired_time: 0.7142285109, output_fired_time: 0.0000000000, propagate_forward_time: 40.0131721497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3558654785
validation[          , genome  9374] predictions:    9858/  10000 (98.58%), best:    9879/10000 (98.79%), error:       453.40668, best error:       391.74301 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 522.5365600586s, input_fired_time: 6.1141486168, output_fired_time: 4.5311636925, propagate_forward_time: 199.3573760986, propagate_backward_time: 305.1136474609, weight_update_time: 0.4388803542, other_time: 7.4202270508
epoch time: 42.1496391296s, input_fired_time: 0.7104937434, output_fired_time: 0.0000000000, propagate_forward_time: 40.1216735840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3174705505
validation[          , genome  9374] predictions:    9858/  10000 (98.58%), best:    9879/10000 (98.79%), error:       445.30579, best error:       391.74301 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 521.3806152344s, input_fired_time: 6.1316547394, output_fired_time: 4.5516552925, propagate_forward_time: 198.7048492432, propagate_backward_time: 304.5417785645, weight_update_time: 0.4370256960, other_time: 7.4506530762
epoch time: 41.8587226868s, input_fired_time: 0.7126359344, output_fired_time: 0.0000000000, propagate_forward_time: 39.8048820496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3412055969
validation[          , genome  9374] predictions:    9865/  10000 (98.65%), best:    9879/10000 (98.79%), error:       413.13089, best error:       391.74301 on epoch:    50, 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: 205.3544158936s, input_fired_time: 3.4835853577, output_fired_time: 0.0000000000, propagate_forward_time: 195.1782531738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6925811768
best training[          , genome  9374] predictions:   49954/  50000 (99.91%), best:    9879/10000 (98.79%), error:       341.86414, best error:       391.74301 on epoch:    50, 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: 41.8000259399s, input_fired_time: 0.6951609254, output_fired_time: 0.0000000000, propagate_forward_time: 39.7664985657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3383674622
   testing[          , genome  9374] predictions:    9894/  10000 (98.94%), best:    9879/10000 (98.79%), error:       346.99286, best error:       391.74301 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:56:22 (70312): called boinc_finish(0)

</stderr_txt>
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