Nameexact_genome_1512568488_44_2729_1
Workunit2584977
Created7 Dec 2017, 1:16:47 UTC
Sent7 Dec 2017, 1:23:22 UTC
Report deadline10 Dec 2017, 21:21:56 UTC
Received7 Dec 2017, 17:52:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 7 min 13 sec
CPU time2 hours 4 min 12 sec
Validate stateValid
Credit958.09
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.55 MB
Peak swap size156.31 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0820444226, output_fired_time: 0.0000000000, propagate_forward_time: 5.2792611122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559006691
validation[          , genome  2729] predictions:    9463/  10000 (94.63%), best:    9463/10000 (94.63%), error:      1862.23779, best error:      1862.23779 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 66.7485580444s, input_fired_time: 0.6403338909, output_fired_time: 0.6535427570, propagate_forward_time: 25.6381931305, propagate_backward_time: 37.2579154968, weight_update_time: 0.1371601671, other_time: 2.5585746765
epoch time: 5.7576227188s, input_fired_time: 0.0803018957, output_fired_time: 0.0000000000, propagate_forward_time: 5.2385287285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387922287
validation[          , genome  2729] predictions:    9438/  10000 (94.38%), best:    9463/10000 (94.63%), error:      1891.14734, best error:      1862.23779 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 68.1184616089s, input_fired_time: 0.6409362555, output_fired_time: 0.6604409218, propagate_forward_time: 26.4359531403, propagate_backward_time: 37.8937339783, weight_update_time: 0.1357756853, other_time: 2.4874000549
epoch time: 5.9121522903s, input_fired_time: 0.0815342292, output_fired_time: 0.0000000000, propagate_forward_time: 5.3778786659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527392387
validation[          , genome  2729] predictions:    9444/  10000 (94.44%), best:    9463/10000 (94.63%), error:      1901.96094, best error:      1862.23779 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 68.1683425903s, input_fired_time: 0.6480773687, output_fired_time: 0.6607410908, propagate_forward_time: 26.4153213501, propagate_backward_time: 37.9369163513, weight_update_time: 0.1362327933, other_time: 2.5072822571
epoch time: 6.1645112038s, input_fired_time: 0.0842747167, output_fired_time: 0.0000000000, propagate_forward_time: 5.6136469841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665894508
validation[          , genome  2729] predictions:    9463/  10000 (94.63%), best:    9463/10000 (94.63%), error:      1841.96594, best error:      1841.96594 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.0222549438s, input_fired_time: 0.6390380859, output_fired_time: 0.6509841084, propagate_forward_time: 25.4091224670, propagate_backward_time: 36.7322921753, weight_update_time: 0.1358903199, other_time: 2.5908164978
epoch time: 5.7929778099s, input_fired_time: 0.0808888450, output_fired_time: 0.0000000000, propagate_forward_time: 5.2564616203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556274414
validation[          , genome  2729] predictions:    9466/  10000 (94.66%), best:    9463/10000 (94.63%), error:      1868.26611, best error:      1841.96594 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 68.0509338379s, input_fired_time: 0.6472508907, output_fired_time: 0.6572931409, propagate_forward_time: 26.4471530914, propagate_backward_time: 37.7471351624, weight_update_time: 0.1381224841, other_time: 2.5521049500
epoch time: 5.3868136406s, input_fired_time: 0.0803130642, output_fired_time: 0.0000000000, propagate_forward_time: 4.8056836128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008168221
validation[          , genome  2729] predictions:    9449/  10000 (94.49%), best:    9463/10000 (94.63%), error:      1945.33167, best error:      1841.96594 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.2320327759s, input_fired_time: 0.6492413878, output_fired_time: 0.6610312462, propagate_forward_time: 26.4883079529, propagate_backward_time: 37.8915672302, weight_update_time: 0.1370697021, other_time: 2.5418853760
epoch time: 6.0441622734s, input_fired_time: 0.0853490308, output_fired_time: 0.0000000000, propagate_forward_time: 5.4961471558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626660347
validation[          , genome  2729] predictions:    9496/  10000 (94.96%), best:    9496/10000 (94.96%), error:      1800.98865, best error:      1800.98865 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 68.3100509644s, input_fired_time: 0.6395289898, output_fired_time: 0.6605451107, propagate_forward_time: 26.5805301666, propagate_backward_time: 37.9949226379, weight_update_time: 0.1342969984, other_time: 2.4345283508
epoch time: 5.0556569099s, input_fired_time: 0.0765652433, output_fired_time: 0.0000000000, propagate_forward_time: 4.5030407906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760508537
validation[          , genome  2729] predictions:    9484/  10000 (94.84%), best:    9496/10000 (94.96%), error:      1834.19958, best error:      1800.98865 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.5287322998s, input_fired_time: 0.6502663493, output_fired_time: 0.6626335382, propagate_forward_time: 26.6248760223, propagate_backward_time: 38.0593833923, weight_update_time: 0.1371223480, other_time: 2.5315666199
epoch time: 5.8229842186s, input_fired_time: 0.0815172791, output_fired_time: 0.0000000000, propagate_forward_time: 5.2832369804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582300186
validation[          , genome  2729] predictions:    9411/  10000 (94.11%), best:    9496/10000 (94.96%), error:      1884.03674, best error:      1800.98865 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.0283889771s, input_fired_time: 0.6356020570, output_fired_time: 0.6490671635, propagate_forward_time: 24.6472854614, propagate_backward_time: 36.3048248291, weight_update_time: 0.1344792843, other_time: 2.7916069031
epoch time: 5.7917246819s, input_fired_time: 0.0801679939, output_fired_time: 0.0000000000, propagate_forward_time: 5.2723798752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391770363
validation[          , genome  2729] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1776.77490, best error:      1776.77490 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.8937377930s, input_fired_time: 0.6507378221, output_fired_time: 0.6626826525, propagate_forward_time: 26.8031368256, propagate_backward_time: 38.3207473755, weight_update_time: 0.1374298483, other_time: 2.4564285278
epoch time: 5.9001464844s, input_fired_time: 0.0824175254, output_fired_time: 0.0000000000, propagate_forward_time: 5.3576960564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600329399
validation[          , genome  2729] predictions:    9446/  10000 (94.46%), best:    9489/10000 (94.89%), error:      1907.74841, best error:      1776.77490 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.8284149170s, input_fired_time: 0.6517919898, output_fired_time: 0.6719219685, propagate_forward_time: 26.1246948242, propagate_backward_time: 37.7998008728, weight_update_time: 0.1389325410, other_time: 2.5802040100
epoch time: 6.1286821365s, input_fired_time: 0.0831258744, output_fired_time: 0.0000000000, propagate_forward_time: 5.5767264366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688296318
validation[          , genome  2729] predictions:    9477/  10000 (94.77%), best:    9489/10000 (94.89%), error:      1846.79858, best error:      1776.77490 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 68.4244079590s, input_fired_time: 0.6486840844, output_fired_time: 0.6602670550, propagate_forward_time: 26.6525993347, propagate_backward_time: 37.9474449158, weight_update_time: 0.1368969232, other_time: 2.5154113770
epoch time: 5.8220863342s, input_fired_time: 0.0802385435, output_fired_time: 0.0000000000, propagate_forward_time: 5.3017196655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401283264
validation[          , genome  2729] predictions:    9441/  10000 (94.41%), best:    9489/10000 (94.89%), error:      1907.99902, best error:      1776.77490 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.9244461060s, input_fired_time: 0.6435483098, output_fired_time: 0.6562966704, propagate_forward_time: 26.3858375549, propagate_backward_time: 37.7906303406, weight_update_time: 0.1351950169, other_time: 2.4481353760
epoch time: 5.7045483589s, input_fired_time: 0.0790535584, output_fired_time: 0.0000000000, propagate_forward_time: 5.1880197525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374752045
validation[          , genome  2729] predictions:    9483/  10000 (94.83%), best:    9489/10000 (94.89%), error:      1780.03101, best error:      1776.77490 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.3405761719s, input_fired_time: 0.6408579946, output_fired_time: 0.6544408798, propagate_forward_time: 26.0951919556, propagate_backward_time: 37.4727210999, weight_update_time: 0.1354780346, other_time: 2.4773597717
epoch time: 6.0145592690s, input_fired_time: 0.0843465552, output_fired_time: 0.0000000000, propagate_forward_time: 5.4759988785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542136192
validation[          , genome  2729] predictions:    9462/  10000 (94.62%), best:    9489/10000 (94.89%), error:      1831.61206, best error:      1776.77490 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.4640045166s, input_fired_time: 0.6497154236, output_fired_time: 0.6592911482, propagate_forward_time: 26.6575298309, propagate_backward_time: 37.9941711426, weight_update_time: 0.1355409771, other_time: 2.5032882690
epoch time: 5.4736199379s, input_fired_time: 0.0797814578, output_fired_time: 0.0000000000, propagate_forward_time: 4.9596943855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341440201
validation[          , genome  2729] predictions:    9414/  10000 (94.14%), best:    9489/10000 (94.89%), error:      1966.39026, best error:      1776.77490 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 66.8518676758s, input_fired_time: 0.6435453296, output_fired_time: 0.6522219777, propagate_forward_time: 25.7842140198, propagate_backward_time: 37.1451339722, weight_update_time: 0.1364401728, other_time: 2.6267509460
epoch time: 6.1569914818s, input_fired_time: 0.0862104446, output_fired_time: 0.0000000000, propagate_forward_time: 5.6009745598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698066711
validation[          , genome  2729] predictions:    9457/  10000 (94.57%), best:    9489/10000 (94.89%), error:      1888.91516, best error:      1776.77490 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 69.1001205444s, input_fired_time: 0.6611197591, output_fired_time: 0.6700462103, propagate_forward_time: 26.8758430481, propagate_backward_time: 38.3782768250, weight_update_time: 0.1382050216, other_time: 2.5148391724
epoch time: 5.2461271286s, input_fired_time: 0.0779403895, output_fired_time: 0.0000000000, propagate_forward_time: 4.6921448708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760417938
validation[          , genome  2729] predictions:    9501/  10000 (95.01%), best:    9501/10000 (95.01%), error:      1727.72180, best error:      1727.72180 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 69.4991302490s, input_fired_time: 0.6543023586, output_fired_time: 0.6680399179, propagate_forward_time: 27.0759944916, propagate_backward_time: 38.6294364929, weight_update_time: 0.1402997673, other_time: 2.4713554382
epoch time: 5.8615217209s, input_fired_time: 0.0822287425, output_fired_time: 0.0000000000, propagate_forward_time: 5.3230266571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562664032
validation[          , genome  2729] predictions:    9408/  10000 (94.08%), best:    9501/10000 (95.01%), error:      1977.23315, best error:      1727.72180 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 68.0734634399s, input_fired_time: 0.6511864066, output_fired_time: 0.6573842764, propagate_forward_time: 26.5077857971, propagate_backward_time: 37.7783546448, weight_update_time: 0.1342093945, other_time: 2.4787521362
epoch time: 5.4615559578s, input_fired_time: 0.0820511058, output_fired_time: 0.0000000000, propagate_forward_time: 4.9043869972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751176834
validation[          , genome  2729] predictions:    9472/  10000 (94.72%), best:    9501/10000 (95.01%), error:      1853.43787, best error:      1727.72180 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 68.5057220459s, input_fired_time: 0.6556430459, output_fired_time: 0.6631870866, propagate_forward_time: 26.5790481567, propagate_backward_time: 38.0534782410, weight_update_time: 0.1381489187, other_time: 2.5543708801
epoch time: 5.7984304428s, input_fired_time: 0.0839190260, output_fired_time: 0.0000000000, propagate_forward_time: 5.2531108856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614005089
validation[          , genome  2729] predictions:    9511/  10000 (95.11%), best:    9511/10000 (95.11%), error:      1724.92456, best error:      1724.92456 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.5315475464s, input_fired_time: 0.6356193423, output_fired_time: 0.6401409507, propagate_forward_time: 25.1352672577, propagate_backward_time: 36.4786643982, weight_update_time: 0.1329043210, other_time: 2.6418495178
epoch time: 5.8760833740s, input_fired_time: 0.0823813826, output_fired_time: 0.0000000000, propagate_forward_time: 5.3380227089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556794167
validation[          , genome  2729] predictions:    9433/  10000 (94.33%), best:    9511/10000 (95.11%), error:      1885.43286, best error:      1724.92456 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.6859283447s, input_fired_time: 0.6493202448, output_fired_time: 0.6604505777, propagate_forward_time: 26.1743221283, propagate_backward_time: 37.6814689636, weight_update_time: 0.1353223026, other_time: 2.5203590393
epoch time: 5.7920026779s, input_fired_time: 0.0821863562, output_fired_time: 0.0000000000, propagate_forward_time: 5.2612309456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485855103
validation[          , genome  2729] predictions:    9467/  10000 (94.67%), best:    9511/10000 (95.11%), error:      1871.18396, best error:      1724.92456 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.7316207886s, input_fired_time: 0.6511194110, output_fired_time: 0.6730056405, propagate_forward_time: 26.6480331421, propagate_backward_time: 38.2169990540, weight_update_time: 0.1377137601, other_time: 2.5424613953
epoch time: 5.7818689346s, input_fired_time: 0.0843010545, output_fired_time: 0.0000000000, propagate_forward_time: 5.2449359894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526319504
validation[          , genome  2729] predictions:    9496/  10000 (94.96%), best:    9511/10000 (95.11%), error:      1729.86975, best error:      1724.92456 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.5849761963s, input_fired_time: 0.6373920441, output_fired_time: 0.6557158828, propagate_forward_time: 25.5990581512, propagate_backward_time: 37.1858177185, weight_update_time: 0.1350775063, other_time: 2.5069923401
epoch time: 5.8175210953s, input_fired_time: 0.0806103200, output_fired_time: 0.0000000000, propagate_forward_time: 5.2818627357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550480843
validation[          , genome  2729] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1698.88391, best error:      1698.88391 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.6269073486s, input_fired_time: 0.6300391555, output_fired_time: 0.6443368196, propagate_forward_time: 24.6000881195, propagate_backward_time: 36.2020645142, weight_update_time: 0.1323879957, other_time: 2.5503768921
epoch time: 5.8092775345s, input_fired_time: 0.0849767849, output_fired_time: 0.0000000000, propagate_forward_time: 5.2709126472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533882141
validation[          , genome  2729] predictions:    9458/  10000 (94.58%), best:    9514/10000 (95.14%), error:      1830.11035, best error:      1698.88391 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.7243423462s, input_fired_time: 0.6371808648, output_fired_time: 0.6490831375, propagate_forward_time: 25.1545124054, propagate_backward_time: 36.6521415710, weight_update_time: 0.1361701339, other_time: 2.6314201355
epoch time: 5.9630031586s, input_fired_time: 0.0846299827, output_fired_time: 0.0000000000, propagate_forward_time: 5.4158053398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625678062
validation[          , genome  2729] predictions:    9476/  10000 (94.76%), best:    9514/10000 (95.14%), error:      1733.21436, best error:      1698.88391 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.2522735596s, input_fired_time: 0.6515947580, output_fired_time: 0.6590530872, propagate_forward_time: 26.5195388794, propagate_backward_time: 37.8979454041, weight_update_time: 0.1368674487, other_time: 2.5241432190
epoch time: 5.5832543373s, input_fired_time: 0.0814391598, output_fired_time: 0.0000000000, propagate_forward_time: 5.0448341370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569811821
validation[          , genome  2729] predictions:    9490/  10000 (94.90%), best:    9514/10000 (95.14%), error:      1730.14783, best error:      1698.88391 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 68.1491622925s, input_fired_time: 0.6499564052, output_fired_time: 0.6587291956, propagate_forward_time: 26.4759769440, propagate_backward_time: 37.8379592896, weight_update_time: 0.1375302821, other_time: 2.5265426636
epoch time: 5.6431164742s, input_fired_time: 0.0813119411, output_fired_time: 0.0000000000, propagate_forward_time: 5.0877032280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741015434
validation[          , genome  2729] predictions:    9484/  10000 (94.84%), best:    9514/10000 (95.14%), error:      1720.46350, best error:      1698.88391 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 68.5396270752s, input_fired_time: 0.6533657312, output_fired_time: 0.6622119546, propagate_forward_time: 26.6762409210, propagate_backward_time: 38.0039901733, weight_update_time: 0.1359579265, other_time: 2.5438232422
epoch time: 6.0548820496s, input_fired_time: 0.0874378607, output_fired_time: 0.0000000000, propagate_forward_time: 5.5080118179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594326019
validation[          , genome  2729] predictions:    9469/  10000 (94.69%), best:    9514/10000 (95.14%), error:      1799.39246, best error:      1698.88391 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.8517837524s, input_fired_time: 0.6482939720, output_fired_time: 0.6620383263, propagate_forward_time: 26.3877849579, propagate_backward_time: 37.6602935791, weight_update_time: 0.1367307901, other_time: 2.4933700562
epoch time: 5.8050251007s, input_fired_time: 0.0805447325, output_fired_time: 0.0000000000, propagate_forward_time: 5.2798566818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446234703
validation[          , genome  2729] predictions:    9518/  10000 (95.18%), best:    9514/10000 (95.14%), error:      1699.76587, best error:      1698.88391 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.9818267822s, input_fired_time: 0.6361927390, output_fired_time: 0.6461216807, propagate_forward_time: 24.7535209656, propagate_backward_time: 36.3419914246, weight_update_time: 0.1347373277, other_time: 2.6040000916
epoch time: 5.1249966621s, input_fired_time: 0.0791258365, output_fired_time: 0.0000000000, propagate_forward_time: 4.5256323814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202383995
validation[          , genome  2729] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1692.03174, best error:      1692.03174 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.5381622314s, input_fired_time: 0.6417958140, output_fired_time: 0.6495009661, propagate_forward_time: 25.0294189453, propagate_backward_time: 36.5553245544, weight_update_time: 0.1359224021, other_time: 2.6621284485
epoch time: 5.8085398674s, input_fired_time: 0.0822943449, output_fired_time: 0.0000000000, propagate_forward_time: 5.2709903717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552550316
validation[          , genome  2729] predictions:    9524/  10000 (95.24%), best:    9524/10000 (95.24%), error:      1666.33765, best error:      1666.33765 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 66.0324935913s, input_fired_time: 0.6382536888, output_fired_time: 0.6498524547, propagate_forward_time: 25.3228874207, propagate_backward_time: 36.8406333923, weight_update_time: 0.1361801028, other_time: 2.5808715820
epoch time: 5.7971873283s, input_fired_time: 0.0830080286, output_fired_time: 0.0000000000, propagate_forward_time: 5.2607970238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533824921
validation[          , genome  2729] predictions:    9485/  10000 (94.85%), best:    9524/10000 (95.24%), error:      1765.62744, best error:      1666.33765 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 66.9986114502s, input_fired_time: 0.6477627158, output_fired_time: 0.6522681713, propagate_forward_time: 25.9137592316, propagate_backward_time: 37.2631072998, weight_update_time: 0.1354843080, other_time: 2.5217132568
epoch time: 5.9376273155s, input_fired_time: 0.0835623667, output_fired_time: 0.0000000000, propagate_forward_time: 5.4003210068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537439346
validation[          , genome  2729] predictions:    9503/  10000 (95.03%), best:    9524/10000 (95.24%), error:      1704.92041, best error:      1666.33765 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.0146331787s, input_fired_time: 0.6450617909, output_fired_time: 0.6540501118, propagate_forward_time: 25.9663238525, propagate_backward_time: 37.1735534668, weight_update_time: 0.1353543848, other_time: 2.5756378174
epoch time: 5.7959761620s, input_fired_time: 0.0817774758, output_fired_time: 0.0000000000, propagate_forward_time: 5.2700686455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441299438
validation[          , genome  2729] predictions:    9309/  10000 (93.09%), best:    9524/10000 (95.24%), error:      2312.64673, best error:      1666.33765 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 66.7647018433s, input_fired_time: 0.6525794268, output_fired_time: 0.6567808390, propagate_forward_time: 25.5378456116, propagate_backward_time: 37.2294349670, weight_update_time: 0.1363358647, other_time: 2.6880569458
epoch time: 5.7224073410s, input_fired_time: 0.0835360363, output_fired_time: 0.0000000000, propagate_forward_time: 5.1868057251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520654678
validation[          , genome  2729] predictions:    9503/  10000 (95.03%), best:    9524/10000 (95.24%), error:      1681.79797, best error:      1666.33765 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.1402969360s, input_fired_time: 0.6536048651, output_fired_time: 0.6586644053, propagate_forward_time: 26.4766082764, propagate_backward_time: 37.8536682129, weight_update_time: 0.1353583783, other_time: 2.4977569580
epoch time: 5.8574252129s, input_fired_time: 0.0813383013, output_fired_time: 0.0000000000, propagate_forward_time: 5.3336672783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424195290
validation[          , genome  2729] predictions:    9520/  10000 (95.20%), best:    9524/10000 (95.24%), error:      1669.94531, best error:      1666.33765 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.2528152466s, input_fired_time: 0.6525913477, output_fired_time: 0.6534528732, propagate_forward_time: 26.1773090363, propagate_backward_time: 37.2482490540, weight_update_time: 0.1352673024, other_time: 2.5212211609
epoch time: 5.8614711761s, input_fired_time: 0.0823751464, output_fired_time: 0.0000000000, propagate_forward_time: 5.3256621361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534339905
validation[          , genome  2729] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1627.62268, best error:      1627.62268 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.5975418091s, input_fired_time: 0.6464779973, output_fired_time: 0.6555835605, propagate_forward_time: 26.2927799225, propagate_backward_time: 37.5624656677, weight_update_time: 0.1358243078, other_time: 2.4402351379
epoch time: 5.8764295578s, input_fired_time: 0.0828250125, output_fired_time: 0.0000000000, propagate_forward_time: 5.3387794495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548249245
validation[          , genome  2729] predictions:    9517/  10000 (95.17%), best:    9523/10000 (95.23%), error:      1674.00635, best error:      1627.62268 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.0830078125s, input_fired_time: 0.6515778899, output_fired_time: 0.6577378511, propagate_forward_time: 26.5065593719, propagate_backward_time: 37.7847824097, weight_update_time: 0.1353106201, other_time: 2.4823455811
epoch time: 5.7759780884s, input_fired_time: 0.0825706273, output_fired_time: 0.0000000000, propagate_forward_time: 5.2489171028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444904327
validation[          , genome  2729] predictions:    9532/  10000 (95.32%), best:    9523/10000 (95.23%), error:      1659.79578, best error:      1627.62268 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.0096969604s, input_fired_time: 0.6535941362, output_fired_time: 0.6604396701, propagate_forward_time: 26.4958324432, propagate_backward_time: 37.7156944275, weight_update_time: 0.1365608126, other_time: 2.4841346741
epoch time: 5.7101531029s, input_fired_time: 0.0813150927, output_fired_time: 0.0000000000, propagate_forward_time: 5.1740260124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548120499
validation[          , genome  2729] predictions:    9491/  10000 (94.91%), best:    9523/10000 (95.23%), error:      1762.94092, best error:      1627.62268 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 68.2217636108s, input_fired_time: 0.6547473669, output_fired_time: 0.6568844318, propagate_forward_time: 26.5065021515, propagate_backward_time: 37.8954238892, weight_update_time: 0.1363322437, other_time: 2.5082092285
epoch time: 5.6844282150s, input_fired_time: 0.0827174932, output_fired_time: 0.0000000000, propagate_forward_time: 5.1589603424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427504539
validation[          , genome  2729] predictions:    9500/  10000 (95.00%), best:    9523/10000 (95.23%), error:      1711.13062, best error:      1627.62268 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.8327026367s, input_fired_time: 0.6571367383, output_fired_time: 0.6563637257, propagate_forward_time: 26.4003562927, propagate_backward_time: 37.5780715942, weight_update_time: 0.1368624568, other_time: 2.5407752991
epoch time: 6.1619467735s, input_fired_time: 0.0863519534, output_fired_time: 0.0000000000, propagate_forward_time: 5.6076850891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679098129
validation[          , genome  2729] predictions:    9506/  10000 (95.06%), best:    9523/10000 (95.23%), error:      1717.95776, best error:      1627.62268 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.6319503784s, input_fired_time: 0.6486315131, output_fired_time: 0.6574899554, propagate_forward_time: 26.2645454407, propagate_backward_time: 37.5691566467, weight_update_time: 0.1348008513, other_time: 2.4921264648
epoch time: 5.7605299950s, input_fired_time: 0.0848527327, output_fired_time: 0.0000000000, propagate_forward_time: 5.2215061188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541711807
validation[          , genome  2729] predictions:    9477/  10000 (94.77%), best:    9523/10000 (95.23%), error:      1783.07153, best error:      1627.62268 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.5058822632s, input_fired_time: 0.6531355381, output_fired_time: 0.6562433243, propagate_forward_time: 26.2256050110, propagate_backward_time: 37.5052719116, weight_update_time: 0.1335645318, other_time: 2.4656257629
epoch time: 5.8431200981s, input_fired_time: 0.0834222063, output_fired_time: 0.0000000000, propagate_forward_time: 5.3045663834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551315308
validation[          , genome  2729] predictions:    9508/  10000 (95.08%), best:    9523/10000 (95.23%), error:      1712.51343, best error:      1627.62268 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.8403015137s, input_fired_time: 0.6558800936, output_fired_time: 0.6648054123, propagate_forward_time: 26.3461990356, propagate_backward_time: 37.6601676941, weight_update_time: 0.1348744780, other_time: 2.5132484436
epoch time: 5.7762417793s, input_fired_time: 0.0830807760, output_fired_time: 0.0000000000, propagate_forward_time: 5.2512755394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418854713
validation[          , genome  2729] predictions:    9511/  10000 (95.11%), best:    9523/10000 (95.23%), error:      1656.51514, best error:      1627.62268 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.4492492676s, input_fired_time: 0.6485040188, output_fired_time: 0.6569494009, propagate_forward_time: 26.2144546509, propagate_backward_time: 37.4494628906, weight_update_time: 0.1342465878, other_time: 2.4798736572
epoch time: 5.8513703346s, input_fired_time: 0.0843072757, output_fired_time: 0.0000000000, propagate_forward_time: 5.3157234192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513397217
validation[          , genome  2729] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1607.42847, best error:      1607.42847 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.1919555664s, input_fired_time: 0.6544131637, output_fired_time: 0.6636395454, propagate_forward_time: 26.4322109222, propagate_backward_time: 37.9443397522, weight_update_time: 0.1345072687, other_time: 2.4973487854
epoch time: 5.5775861740s, input_fired_time: 0.0846969560, output_fired_time: 0.0000000000, propagate_forward_time: 5.0128908157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799985886
validation[          , genome  2729] predictions:    9521/  10000 (95.21%), best:    9529/10000 (95.29%), error:      1651.96704, best error:      1607.42847 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 67.7527923584s, input_fired_time: 0.6529960632, output_fired_time: 0.6576763988, propagate_forward_time: 26.3210887909, propagate_backward_time: 37.6425399780, weight_update_time: 0.1355658919, other_time: 2.4784851074
epoch time: 5.8098416328s, input_fired_time: 0.0820537508, output_fired_time: 0.0000000000, propagate_forward_time: 5.2732167244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545712471
validation[          , genome  2729] predictions:    9501/  10000 (95.01%), best:    9529/10000 (95.29%), error:      1714.23706, best error:      1607.42847 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.4389953613s, input_fired_time: 0.6588209867, output_fired_time: 0.6532316804, propagate_forward_time: 26.2279300690, propagate_backward_time: 37.3821983337, weight_update_time: 0.1362532824, other_time: 2.5168190002
epoch time: 5.7948279381s, input_fired_time: 0.0847322270, output_fired_time: 0.0000000000, propagate_forward_time: 5.2629055977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471902847
validation[          , genome  2729] predictions:    9534/  10000 (95.34%), best:    9529/10000 (95.29%), error:      1608.05811, best error:      1607.42847 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.5840072632s, input_fired_time: 0.6603907943, output_fired_time: 0.6566389203, propagate_forward_time: 26.1850280762, propagate_backward_time: 37.5056724548, weight_update_time: 0.1388646662, other_time: 2.5762748718
epoch time: 5.9802083969s, input_fired_time: 0.0859725550, output_fired_time: 0.0000000000, propagate_forward_time: 5.4364213943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578142166
validation[          , genome  2729] predictions:    9517/  10000 (95.17%), best:    9529/10000 (95.29%), error:      1657.82178, best error:      1607.42847 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.7626953125s, input_fired_time: 0.6564166546, output_fired_time: 0.6618306637, propagate_forward_time: 26.3326644897, propagate_backward_time: 37.5914573669, weight_update_time: 0.1361662596, other_time: 2.5203285217
epoch time: 5.8182582855s, input_fired_time: 0.0829660594, output_fired_time: 0.0000000000, propagate_forward_time: 5.2935223579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417700768
validation[          , genome  2729] predictions:    9524/  10000 (95.24%), best:    9529/10000 (95.29%), error:      1645.34790, best error:      1607.42847 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.9335098267s, input_fired_time: 0.6550378799, output_fired_time: 0.6569426656, propagate_forward_time: 26.3766193390, propagate_backward_time: 37.7197227478, weight_update_time: 0.1385769397, other_time: 2.5251884460
epoch time: 5.7931284904s, input_fired_time: 0.0844786838, output_fired_time: 0.0000000000, propagate_forward_time: 5.2561120987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525375366
validation[          , genome  2729] predictions:    9481/  10000 (94.81%), best:    9529/10000 (95.29%), error:      1728.77979, best error:      1607.42847 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.6898727417s, input_fired_time: 0.6542006731, output_fired_time: 0.6575248837, propagate_forward_time: 26.1915493011, propagate_backward_time: 37.6679534912, weight_update_time: 0.1362872124, other_time: 2.5186462402
epoch time: 5.7962574959s, input_fired_time: 0.0835860372, output_fired_time: 0.0000000000, propagate_forward_time: 5.2607474327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519238472
validation[          , genome  2729] predictions:    9485/  10000 (94.85%), best:    9529/10000 (95.29%), error:      1744.63379, best error:      1607.42847 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.1729812622s, input_fired_time: 0.6537181139, output_fired_time: 0.6620512009, propagate_forward_time: 26.5284194946, propagate_backward_time: 37.8600883484, weight_update_time: 0.1353428215, other_time: 2.4687080383
epoch time: 5.8553066254s, input_fired_time: 0.0842563808, output_fired_time: 0.0000000000, propagate_forward_time: 5.3331274986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379229546
validation[          , genome  2729] predictions:    9532/  10000 (95.32%), best:    9529/10000 (95.29%), error:      1631.82764, best error:      1607.42847 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.0894470215s, input_fired_time: 0.6616619229, output_fired_time: 0.6600046158, propagate_forward_time: 26.5528087616, propagate_backward_time: 37.6603393555, weight_update_time: 0.1366938353, other_time: 2.5546340942
epoch time: 5.7670717239s, input_fired_time: 0.0823063999, output_fired_time: 0.0000000000, propagate_forward_time: 5.2419734001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427919388
validation[          , genome  2729] predictions:    9509/  10000 (95.09%), best:    9529/10000 (95.29%), error:      1690.68372, best error:      1607.42847 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.7031097412s, input_fired_time: 0.6509317756, output_fired_time: 0.6519332528, propagate_forward_time: 25.8611068726, propagate_backward_time: 37.0816955566, weight_update_time: 0.1353877634, other_time: 2.4574432373
epoch time: 5.7948727608s, input_fired_time: 0.0833757892, output_fired_time: 0.0000000000, propagate_forward_time: 5.2512941360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602026939
validation[          , genome  2729] predictions:    9506/  10000 (95.06%), best:    9529/10000 (95.29%), error:      1744.70703, best error:      1607.42847 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 67.9474792480s, input_fired_time: 0.6576514840, output_fired_time: 0.6573710442, propagate_forward_time: 26.3441562653, propagate_backward_time: 37.7591514587, weight_update_time: 0.1359324157, other_time: 2.5291481018
epoch time: 5.7329134941s, input_fired_time: 0.0829549134, output_fired_time: 0.0000000000, propagate_forward_time: 5.2007613182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491972923
validation[          , genome  2729] predictions:    9488/  10000 (94.88%), best:    9529/10000 (95.29%), error:      1715.51160, best error:      1607.42847 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 68.1685714722s, input_fired_time: 0.6637502313, output_fired_time: 0.6616811752, propagate_forward_time: 26.4702548981, propagate_backward_time: 37.8108558655, weight_update_time: 0.1369308084, other_time: 2.5620307922
epoch time: 5.7486100197s, input_fired_time: 0.0829312727, output_fired_time: 0.0000000000, propagate_forward_time: 5.2234826088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421963692
validation[          , genome  2729] predictions:    9505/  10000 (95.05%), best:    9529/10000 (95.29%), error:      1685.55542, best error:      1607.42847 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.3541870117s, input_fired_time: 0.6617156267, output_fired_time: 0.6564336419, propagate_forward_time: 26.1361064911, propagate_backward_time: 37.3236427307, weight_update_time: 0.1366664916, other_time: 2.5762901306
epoch time: 5.8057050705s, input_fired_time: 0.0844367296, output_fired_time: 0.0000000000, propagate_forward_time: 5.2683582306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529099464
validation[          , genome  2729] predictions:    9522/  10000 (95.22%), best:    9529/10000 (95.29%), error:      1615.11963, best error:      1607.42847 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 66.6433029175s, input_fired_time: 0.6485139728, output_fired_time: 0.6499520540, propagate_forward_time: 25.6777114868, propagate_backward_time: 37.1521224976, weight_update_time: 0.1351137757, other_time: 2.5149993896
epoch time: 5.9398579597s, input_fired_time: 0.0873785242, output_fired_time: 0.0000000000, propagate_forward_time: 5.3867969513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656825066
validation[          , genome  2729] predictions:    9497/  10000 (94.97%), best:    9529/10000 (95.29%), error:      1696.25464, best error:      1607.42847 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 68.3939208984s, input_fired_time: 0.6636129618, output_fired_time: 0.6644317508, propagate_forward_time: 26.5519733429, propagate_backward_time: 37.9886589050, weight_update_time: 0.1370817274, other_time: 2.5252494812
epoch time: 5.7015438080s, input_fired_time: 0.0842724964, output_fired_time: 0.0000000000, propagate_forward_time: 5.1649680138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523034096
validation[          , genome  2729] predictions:    9511/  10000 (95.11%), best:    9529/10000 (95.29%), error:      1660.36902, best error:      1607.42847 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.5852661133s, input_fired_time: 0.6601641178, output_fired_time: 0.6586124897, propagate_forward_time: 26.2578945160, propagate_backward_time: 37.4810371399, weight_update_time: 0.1362318397, other_time: 2.5275535583
epoch time: 5.5294933319s, input_fired_time: 0.0839975700, output_fired_time: 0.0000000000, propagate_forward_time: 4.9596924782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858031273
validation[          , genome  2729] predictions:    9501/  10000 (95.01%), best:    9529/10000 (95.29%), error:      1682.66492, best error:      1607.42847 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.2954711914s, input_fired_time: 0.6640018821, output_fired_time: 0.6638273001, propagate_forward_time: 26.5083122253, propagate_backward_time: 37.9544487000, weight_update_time: 0.1377413273, other_time: 2.5048828125
epoch time: 5.7802810669s, input_fired_time: 0.0834521353, output_fired_time: 0.0000000000, propagate_forward_time: 5.2435479164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532809258
validation[          , genome  2729] predictions:    9506/  10000 (95.06%), best:    9529/10000 (95.29%), error:      1688.12451, best error:      1607.42847 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 66.8243331909s, input_fired_time: 0.6539804935, output_fired_time: 0.6509370804, propagate_forward_time: 25.8038311005, propagate_backward_time: 37.2092933655, weight_update_time: 0.1330855489, other_time: 2.5062828064
epoch time: 5.8005809784s, input_fired_time: 0.0834905058, output_fired_time: 0.0000000000, propagate_forward_time: 5.2740459442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430446625
validation[          , genome  2729] predictions:    9496/  10000 (94.96%), best:    9529/10000 (95.29%), error:      1691.58228, best error:      1607.42847 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 70.0330734253s, input_fired_time: 0.6832746267, output_fired_time: 0.6735756993, propagate_forward_time: 27.2467556000, propagate_backward_time: 38.8939933777, weight_update_time: 0.1391705275, other_time: 2.5354728699
epoch time: 6.1243481636s, input_fired_time: 0.0867523178, output_fired_time: 0.0000000000, propagate_forward_time: 5.5763969421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611988068
validation[          , genome  2729] predictions:    9515/  10000 (95.15%), best:    9529/10000 (95.29%), error:      1676.23987, best error:      1607.42847 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.4428329468s, input_fired_time: 0.6633691788, output_fired_time: 0.6630743146, propagate_forward_time: 26.5989131927, propagate_backward_time: 38.0426063538, weight_update_time: 0.1355043948, other_time: 2.4748725891
epoch time: 5.7971458435s, input_fired_time: 0.0843809471, output_fired_time: 0.0000000000, propagate_forward_time: 5.2592363358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535284042
validation[          , genome  2729] predictions:    9492/  10000 (94.92%), best:    9529/10000 (95.29%), error:      1716.66956, best error:      1607.42847 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.9481506348s, input_fired_time: 0.6683771610, output_fired_time: 0.6673007011, propagate_forward_time: 26.8182353973, propagate_backward_time: 38.3141212463, weight_update_time: 0.1372597665, other_time: 2.4801139832
epoch time: 6.0293316841s, input_fired_time: 0.0873820707, output_fired_time: 0.0000000000, propagate_forward_time: 5.4788742065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630756378
validation[          , genome  2729] predictions:    9519/  10000 (95.19%), best:    9529/10000 (95.29%), error:      1639.78381, best error:      1607.42847 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.6716918945s, input_fired_time: 0.6489741802, output_fired_time: 0.6464914083, propagate_forward_time: 25.0755958557, propagate_backward_time: 36.7172203064, weight_update_time: 0.1340151876, other_time: 2.5834121704
epoch time: 5.8682742119s, input_fired_time: 0.0868205950, output_fired_time: 0.0000000000, propagate_forward_time: 5.3295955658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518580437
validation[          , genome  2729] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1593.93445, best error:      1593.93445 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.5063018799s, input_fired_time: 0.6614575386, output_fired_time: 0.6544033885, propagate_forward_time: 26.0871257782, propagate_backward_time: 37.6074790955, weight_update_time: 0.1358706653, other_time: 2.4958305359
epoch time: 5.8169589043s, input_fired_time: 0.0847018510, output_fired_time: 0.0000000000, propagate_forward_time: 5.2922310829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400258064
validation[          , genome  2729] predictions:    9542/  10000 (95.42%), best:    9544/10000 (95.44%), error:      1627.30469, best error:      1593.93445 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 68.3279342651s, input_fired_time: 0.6628260612, output_fired_time: 0.6637487411, propagate_forward_time: 26.4965629578, propagate_backward_time: 37.9827804565, weight_update_time: 0.1381716877, other_time: 2.5220146179
epoch time: 5.9275450706s, input_fired_time: 0.0846692994, output_fired_time: 0.0000000000, propagate_forward_time: 5.3979597092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449162483
validation[          , genome  2729] predictions:    9469/  10000 (94.69%), best:    9544/10000 (95.44%), error:      1772.42761, best error:      1593.93445 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 68.3648376465s, input_fired_time: 0.6624251604, output_fired_time: 0.6625500321, propagate_forward_time: 26.6196880341, propagate_backward_time: 37.9656257629, weight_update_time: 0.1354837269, other_time: 2.4545478821
epoch time: 5.7655715942s, input_fired_time: 0.0829785690, output_fired_time: 0.0000000000, propagate_forward_time: 5.2402043343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423885345
validation[          , genome  2729] predictions:    9514/  10000 (95.14%), best:    9544/10000 (95.44%), error:      1649.35120, best error:      1593.93445 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.1528396606s, input_fired_time: 0.6619513631, output_fired_time: 0.6561152339, propagate_forward_time: 26.0442066193, propagate_backward_time: 37.2820014954, weight_update_time: 0.1340925395, other_time: 2.5085716248
epoch time: 5.9762444496s, input_fired_time: 0.0864559412, output_fired_time: 0.0000000000, propagate_forward_time: 5.4308648109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589238167
validation[          , genome  2729] predictions:    9500/  10000 (95.00%), best:    9544/10000 (95.44%), error:      1670.57837, best error:      1593.93445 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.5692291260s, input_fired_time: 0.6735480428, output_fired_time: 0.6643818021, propagate_forward_time: 26.5965118408, propagate_backward_time: 38.0826988220, weight_update_time: 0.1366484165, other_time: 2.5520896912
epoch time: 5.8399572372s, input_fired_time: 0.0853767022, output_fired_time: 0.0000000000, propagate_forward_time: 5.3004088402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541716576
validation[          , genome  2729] predictions:    9533/  10000 (95.33%), best:    9544/10000 (95.44%), error:      1615.72363, best error:      1593.93445 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.8401489258s, input_fired_time: 0.6583255529, output_fired_time: 0.6554421186, propagate_forward_time: 25.7815914154, propagate_backward_time: 37.1513137817, weight_update_time: 0.1354319453, other_time: 2.5934753418
epoch time: 5.8740158081s, input_fired_time: 0.0867929161, output_fired_time: 0.0000000000, propagate_forward_time: 5.3352909088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519319534
validation[          , genome  2729] predictions:    9411/  10000 (94.11%), best:    9544/10000 (95.44%), error:      2017.76355, best error:      1593.93445 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 68.7337036133s, input_fired_time: 0.6722971797, output_fired_time: 0.6654662490, propagate_forward_time: 26.7014389038, propagate_backward_time: 38.1712646484, weight_update_time: 0.1372048557, other_time: 2.5232391357
epoch time: 6.1143946648s, input_fired_time: 0.0875932127, output_fired_time: 0.0000000000, propagate_forward_time: 5.5700244904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567770958
validation[          , genome  2729] predictions:    9524/  10000 (95.24%), best:    9544/10000 (95.44%), error:      1626.16382, best error:      1593.93445 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.4455642700s, input_fired_time: 0.6740943789, output_fired_time: 0.6648857594, propagate_forward_time: 26.5931339264, propagate_backward_time: 38.0031242371, weight_update_time: 0.1368923038, other_time: 2.5103263855
epoch time: 5.7000770569s, input_fired_time: 0.0841122568, output_fired_time: 0.0000000000, propagate_forward_time: 5.1767072678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392576218
validation[          , genome  2729] predictions:    9520/  10000 (95.20%), best:    9544/10000 (95.44%), error:      1661.63049, best error:      1593.93445 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 67.8832092285s, input_fired_time: 0.6594768167, output_fired_time: 0.6572465897, propagate_forward_time: 26.3919982910, propagate_backward_time: 37.7226943970, weight_update_time: 0.1376136988, other_time: 2.4517898560
epoch time: 5.9688997269s, input_fired_time: 0.0870263875, output_fired_time: 0.0000000000, propagate_forward_time: 5.4320049286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498682022
validation[          , genome  2729] predictions:    9517/  10000 (95.17%), best:    9544/10000 (95.44%), error:      1629.99609, best error:      1593.93445 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.0031967163s, input_fired_time: 0.6639463902, output_fired_time: 0.6564070582, propagate_forward_time: 26.3471260071, propagate_backward_time: 37.8738212585, weight_update_time: 0.1351829618, other_time: 2.4618911743
epoch time: 5.8305702209s, input_fired_time: 0.0852606297, output_fired_time: 0.0000000000, propagate_forward_time: 5.3049602509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403495789
validation[          , genome  2729] predictions:    9523/  10000 (95.23%), best:    9544/10000 (95.44%), error:      1624.46130, best error:      1593.93445 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 66.9602432251s, input_fired_time: 0.6594676971, output_fired_time: 0.6526699066, propagate_forward_time: 25.8866481781, propagate_backward_time: 37.2335166931, weight_update_time: 0.1359540820, other_time: 2.5279350281
epoch time: 6.1993155479s, input_fired_time: 0.0892678574, output_fired_time: 0.0000000000, propagate_forward_time: 5.6396713257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703764915
validation[          , genome  2729] predictions:    9505/  10000 (95.05%), best:    9544/10000 (95.44%), error:      1712.88733, best error:      1593.93445 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 67.8724899292s, input_fired_time: 0.6637945175, output_fired_time: 0.6559782028, propagate_forward_time: 26.3377075195, propagate_backward_time: 37.7117156982, weight_update_time: 0.1370901167, other_time: 2.5032958984
epoch time: 6.0511322021s, input_fired_time: 0.0890826359, output_fired_time: 0.0000000000, propagate_forward_time: 5.4931616783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688878059
validation[          , genome  2729] predictions:    9507/  10000 (95.07%), best:    9544/10000 (95.44%), error:      1634.71838, best error:      1593.93445 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 68.3994140625s, input_fired_time: 0.6670693755, output_fired_time: 0.6625894308, propagate_forward_time: 26.6344776154, propagate_backward_time: 37.9559135437, weight_update_time: 0.1380480081, other_time: 2.4793663025
epoch time: 5.7331976891s, input_fired_time: 0.0853744671, output_fired_time: 0.0000000000, propagate_forward_time: 5.1910581589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567651749
validation[          , genome  2729] predictions:    9492/  10000 (94.92%), best:    9544/10000 (95.44%), error:      1691.53967, best error:      1593.93445 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.0890808105s, input_fired_time: 0.6633144617, output_fired_time: 0.6584534049, propagate_forward_time: 26.4653320313, propagate_backward_time: 37.8430976868, weight_update_time: 0.1358957738, other_time: 2.4588813782
epoch time: 6.1669898033s, input_fired_time: 0.0897583589, output_fired_time: 0.0000000000, propagate_forward_time: 5.6140460968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631853104
validation[          , genome  2729] predictions:    9479/  10000 (94.79%), best:    9544/10000 (95.44%), error:      1703.43860, best error:      1593.93445 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 68.2352218628s, input_fired_time: 0.6664217710, output_fired_time: 0.6608548760, propagate_forward_time: 26.5241661072, propagate_backward_time: 37.8896179199, weight_update_time: 0.1363175213, other_time: 2.4941596985
epoch time: 5.7986330986s, input_fired_time: 0.0845978260, output_fired_time: 0.0000000000, propagate_forward_time: 5.2710361481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429988861
validation[          , genome  2729] predictions:    9515/  10000 (95.15%), best:    9544/10000 (95.44%), error:      1655.11987, best error:      1593.93445 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 68.5079803467s, input_fired_time: 0.6678203344, output_fired_time: 0.6618823409, propagate_forward_time: 26.6386165619, propagate_backward_time: 38.0511207581, weight_update_time: 0.1384617984, other_time: 2.4885368347
epoch time: 5.8325066566s, input_fired_time: 0.0858306512, output_fired_time: 0.0000000000, propagate_forward_time: 5.2933278084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533481598
validation[          , genome  2729] predictions:    9499/  10000 (94.99%), best:    9544/10000 (95.44%), error:      1685.05750, best error:      1593.93445 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.2001495361s, input_fired_time: 0.6691849232, output_fired_time: 0.6603890657, propagate_forward_time: 26.5127830505, propagate_backward_time: 37.8653640747, weight_update_time: 0.1358439475, other_time: 2.4924278259
epoch time: 5.8666563034s, input_fired_time: 0.0856128111, output_fired_time: 0.0000000000, propagate_forward_time: 5.3408651352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401783943
validation[          , genome  2729] predictions:    9493/  10000 (94.93%), best:    9544/10000 (95.44%), error:      1744.60291, best error:      1593.93445 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: 29.3696918488s, input_fired_time: 0.4290022254, output_fired_time: 0.0000000000, propagate_forward_time: 26.6084995270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3321895599
best training[          , genome  2729] predictions:   48321/  50000 (96.64%), best:    9544/10000 (95.44%), error:      5949.84033, best error:      1593.93445 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: 5.8120703697s, input_fired_time: 0.0854115263, output_fired_time: 0.0000000000, propagate_forward_time: 5.2754559517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512028694
   testing[          , genome  2729] predictions:    9543/  10000 (95.43%), best:    9544/10000 (95.44%), error:      1513.33679, best error:      1593.93445 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:51:51 (2816): called boinc_finish(0)

</stderr_txt>
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