Nameexact_genome_1512568488_43_3010_0
Workunit2586356
Created7 Dec 2017, 2:36:16 UTC
Sent7 Dec 2017, 2:43:30 UTC
Report deadline10 Dec 2017, 14:17:22 UTC
Received7 Dec 2017, 4:43:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 59 min 25 sec
CPU time1 hours 55 min 44 sec
Validate stateValid
Credit870.46
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.96 MB
Peak swap size155.73 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0618705861, output_fired_time: 0.0000000000, propagate_forward_time: 5.0162439346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175415039
validation[          , genome  3010] predictions:    9496/  10000 (94.96%), best:    9496/10000 (94.96%), error:      1722.31897, best error:      1722.31897 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.8421707153s, input_fired_time: 0.4945362806, output_fired_time: 0.4869694114, propagate_forward_time: 24.2891235352, propagate_backward_time: 35.1081085205, weight_update_time: 0.1392788738, other_time: 2.4634323120
epoch time: 5.4048538208s, input_fired_time: 0.0635184720, output_fired_time: 0.0000000000, propagate_forward_time: 4.9083805084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329547882
validation[          , genome  3010] predictions:    9363/  10000 (93.63%), best:    9496/10000 (94.96%), error:      2268.62671, best error:      1722.31897 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.8563117981s, input_fired_time: 0.4881252050, output_fired_time: 0.4876016676, propagate_forward_time: 24.4206333160, propagate_backward_time: 35.0710639954, weight_update_time: 0.1385835558, other_time: 2.3888893127
epoch time: 5.2505850792s, input_fired_time: 0.0629869029, output_fired_time: 0.0000000000, propagate_forward_time: 4.7713441849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162540436
validation[          , genome  3010] predictions:    9476/  10000 (94.76%), best:    9496/10000 (94.96%), error:      1742.41687, best error:      1722.31897 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 62.2401313782s, input_fired_time: 0.4904289544, output_fired_time: 0.4851545393, propagate_forward_time: 23.9257659912, propagate_backward_time: 34.8713035583, weight_update_time: 0.1393399686, other_time: 2.4674797058
epoch time: 5.4834074974s, input_fired_time: 0.0633984283, output_fired_time: 0.0000000000, propagate_forward_time: 4.9909443855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290647507
validation[          , genome  3010] predictions:    9479/  10000 (94.79%), best:    9496/10000 (94.96%), error:      1869.05066, best error:      1722.31897 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.5912055969s, input_fired_time: 0.4967223406, output_fired_time: 0.4882867634, propagate_forward_time: 24.7336807251, propagate_backward_time: 35.5114974976, weight_update_time: 0.1363594830, other_time: 2.3610191345
epoch time: 5.2389307022s, input_fired_time: 0.0624017566, output_fired_time: 0.0000000000, propagate_forward_time: 4.7291302681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473986626
validation[          , genome  3010] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1691.58972, best error:      1691.58972 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.8942527771s, input_fired_time: 0.4849281311, output_fired_time: 0.4782722592, propagate_forward_time: 23.9979629517, propagate_backward_time: 34.5754203796, weight_update_time: 0.1361407638, other_time: 2.3576698303
epoch time: 5.4448180199s, input_fired_time: 0.0643455386, output_fired_time: 0.0000000000, propagate_forward_time: 4.9630379677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174346924
validation[          , genome  3010] predictions:    9453/  10000 (94.53%), best:    9489/10000 (94.89%), error:      1865.58582, best error:      1691.58972 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.3368263245s, input_fired_time: 0.4909003675, output_fired_time: 0.4878827929, propagate_forward_time: 24.6463088989, propagate_backward_time: 35.3291282654, weight_update_time: 0.1365875453, other_time: 2.3826026917
epoch time: 5.4907236099s, input_fired_time: 0.0619335175, output_fired_time: 0.0000000000, propagate_forward_time: 5.0126132965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161767960
validation[          , genome  3010] predictions:    9502/  10000 (95.02%), best:    9489/10000 (94.89%), error:      1732.00208, best error:      1691.58972 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.1654357910s, input_fired_time: 0.4909105599, output_fired_time: 0.4870433807, propagate_forward_time: 24.5332145691, propagate_backward_time: 35.2794075012, weight_update_time: 0.1363827288, other_time: 2.3748626709
epoch time: 5.3300099373s, input_fired_time: 0.0622370541, output_fired_time: 0.0000000000, propagate_forward_time: 4.8464889526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212837219
validation[          , genome  3010] predictions:    9458/  10000 (94.58%), best:    9489/10000 (94.89%), error:      1873.98291, best error:      1691.58972 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.3779411316s, input_fired_time: 0.4958160520, output_fired_time: 0.4874314070, propagate_forward_time: 24.6291351318, propagate_backward_time: 35.3619613647, weight_update_time: 0.1366102546, other_time: 2.4035987854
epoch time: 5.5751309395s, input_fired_time: 0.0628677085, output_fired_time: 0.0000000000, propagate_forward_time: 5.0817184448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305448532
validation[          , genome  3010] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1677.15393, best error:      1677.15393 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.3602752686s, input_fired_time: 0.4997163415, output_fired_time: 0.4971683919, propagate_forward_time: 25.0661277771, propagate_backward_time: 35.9012603760, weight_update_time: 0.1400028318, other_time: 2.3959999084
epoch time: 5.4801034927s, input_fired_time: 0.0621959977, output_fired_time: 0.0000000000, propagate_forward_time: 4.9901533127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277544022
validation[          , genome  3010] predictions:    9475/  10000 (94.75%), best:    9522/10000 (95.22%), error:      1771.10352, best error:      1677.15393 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.9283714294s, input_fired_time: 0.4943563044, output_fired_time: 0.4910584688, propagate_forward_time: 24.8896465302, propagate_backward_time: 35.6929626465, weight_update_time: 0.1392641366, other_time: 2.3603439331
epoch time: 5.5817060471s, input_fired_time: 0.0620978065, output_fired_time: 0.0000000000, propagate_forward_time: 5.0981030464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215049744
validation[          , genome  3010] predictions:    9463/  10000 (94.63%), best:    9522/10000 (95.22%), error:      1874.39063, best error:      1677.15393 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.5770874023s, input_fired_time: 0.4892197847, output_fired_time: 0.4828524590, propagate_forward_time: 24.2763404846, propagate_backward_time: 34.9422225952, weight_update_time: 0.1369614601, other_time: 2.3864517212
epoch time: 5.5056104660s, input_fired_time: 0.0647106245, output_fired_time: 0.0000000000, propagate_forward_time: 5.0095300674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313697815
validation[          , genome  3010] predictions:    9519/  10000 (95.19%), best:    9522/10000 (95.22%), error:      1726.49231, best error:      1677.15393 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.4193992615s, input_fired_time: 0.4919033051, output_fired_time: 0.4882300198, propagate_forward_time: 24.6620597839, propagate_backward_time: 35.3696098328, weight_update_time: 0.1380385756, other_time: 2.4075965881
epoch time: 5.6721596718s, input_fired_time: 0.0665169060, output_fired_time: 0.0000000000, propagate_forward_time: 5.1681513786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374914169
validation[          , genome  3010] predictions:    9466/  10000 (94.66%), best:    9522/10000 (95.22%), error:      1887.06262, best error:      1677.15393 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.3242034912s, input_fired_time: 0.4887305498, output_fired_time: 0.4823621511, propagate_forward_time: 24.0851383209, propagate_backward_time: 34.9052696228, weight_update_time: 0.1349185705, other_time: 2.3627052307
epoch time: 5.4347724915s, input_fired_time: 0.0633814111, output_fired_time: 0.0000000000, propagate_forward_time: 4.9416894913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297018051
validation[          , genome  3010] predictions:    9508/  10000 (95.08%), best:    9522/10000 (95.22%), error:      1693.26855, best error:      1677.15393 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.4910469055s, input_fired_time: 0.4934015870, output_fired_time: 0.4881848693, propagate_forward_time: 24.6736698151, propagate_backward_time: 35.4505195618, weight_update_time: 0.1360885203, other_time: 2.3852729797
epoch time: 5.4057579041s, input_fired_time: 0.0630636439, output_fired_time: 0.0000000000, propagate_forward_time: 4.9180269241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246673584
validation[          , genome  3010] predictions:    9508/  10000 (95.08%), best:    9508/10000 (95.08%), error:      1661.47827, best error:      1661.47827 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.0122985840s, input_fired_time: 0.5005061030, output_fired_time: 0.4986952543, propagate_forward_time: 24.8094558716, propagate_backward_time: 35.7806739807, weight_update_time: 0.1404353827, other_time: 2.4229660034
epoch time: 5.4491720200s, input_fired_time: 0.0628658906, output_fired_time: 0.0000000000, propagate_forward_time: 4.9681234360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181828499
validation[          , genome  3010] predictions:    9459/  10000 (94.59%), best:    9508/10000 (95.08%), error:      1828.23621, best error:      1661.47827 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.2280654907s, input_fired_time: 0.4934207201, output_fired_time: 0.4912920594, propagate_forward_time: 24.4388866425, propagate_backward_time: 35.3629455566, weight_update_time: 0.1382634640, other_time: 2.4415206909
epoch time: 5.4046001434s, input_fired_time: 0.0632136464, output_fired_time: 0.0000000000, propagate_forward_time: 4.9107589722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306273460
validation[          , genome  3010] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1643.67871, best error:      1643.67871 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.5198822021s, input_fired_time: 0.5021814108, output_fired_time: 0.4934243560, propagate_forward_time: 24.7192459106, propagate_backward_time: 35.3930854797, weight_update_time: 0.1377653927, other_time: 2.4119453430
epoch time: 5.2785043716s, input_fired_time: 0.0613738447, output_fired_time: 0.0000000000, propagate_forward_time: 4.7921605110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249701500
validation[          , genome  3010] predictions:    9509/  10000 (95.09%), best:    9530/10000 (95.30%), error:      1665.87708, best error:      1643.67871 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.9179534912s, input_fired_time: 0.4959913194, output_fired_time: 0.4909918904, propagate_forward_time: 24.3159065247, propagate_backward_time: 35.1934509277, weight_update_time: 0.1372239590, other_time: 2.4216117859
epoch time: 5.5102505684s, input_fired_time: 0.0646030679, output_fired_time: 0.0000000000, propagate_forward_time: 5.0258865356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197611809
validation[          , genome  3010] predictions:    9499/  10000 (94.99%), best:    9530/10000 (95.30%), error:      1724.79614, best error:      1643.67871 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.9471549988s, input_fired_time: 0.4913479388, output_fired_time: 0.4855186939, propagate_forward_time: 24.4208393097, propagate_backward_time: 35.1589355469, weight_update_time: 0.1372021139, other_time: 2.3905105591
epoch time: 5.4566221237s, input_fired_time: 0.0631604940, output_fired_time: 0.0000000000, propagate_forward_time: 4.9742999077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191617966
validation[          , genome  3010] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1628.76831, best error:      1628.76831 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.9206352234s, input_fired_time: 0.4949319959, output_fired_time: 0.4864894450, propagate_forward_time: 24.4317150116, propagate_backward_time: 35.1494941711, weight_update_time: 0.1358938813, other_time: 2.3580055237
epoch time: 5.4418087006s, input_fired_time: 0.0630087629, output_fired_time: 0.0000000000, propagate_forward_time: 4.9504952431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283046722
validation[          , genome  3010] predictions:    9523/  10000 (95.23%), best:    9520/10000 (95.20%), error:      1657.25842, best error:      1628.76831 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.3518676758s, input_fired_time: 0.4971906245, output_fired_time: 0.4848186076, propagate_forward_time: 24.5854721069, propagate_backward_time: 35.3850440979, weight_update_time: 0.1368007958, other_time: 2.3993415833
epoch time: 5.3745641708s, input_fired_time: 0.0643138289, output_fired_time: 0.0000000000, propagate_forward_time: 4.8821845055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280657768
validation[          , genome  3010] predictions:    9500/  10000 (95.00%), best:    9520/10000 (95.20%), error:      1695.45337, best error:      1628.76831 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.5406341553s, input_fired_time: 0.4945178926, output_fired_time: 0.4894821644, propagate_forward_time: 24.7003879547, propagate_backward_time: 35.4920272827, weight_update_time: 0.1378515661, other_time: 2.3642196655
epoch time: 5.5227303505s, input_fired_time: 0.0637125969, output_fired_time: 0.0000000000, propagate_forward_time: 5.0392446518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197731018
validation[          , genome  3010] predictions:    9480/  10000 (94.80%), best:    9520/10000 (95.20%), error:      1854.01538, best error:      1628.76831 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 63.3920707703s, input_fired_time: 0.4969752729, output_fired_time: 0.4924326241, propagate_forward_time: 24.5651741028, propagate_backward_time: 35.4221267700, weight_update_time: 0.1376073658, other_time: 2.4153633118
epoch time: 5.4752216339s, input_fired_time: 0.0646820813, output_fired_time: 0.0000000000, propagate_forward_time: 4.9833583832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271812439
validation[          , genome  3010] predictions:    9524/  10000 (95.24%), best:    9520/10000 (95.20%), error:      1659.26904, best error:      1628.76831 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.2655906677s, input_fired_time: 0.5011116862, output_fired_time: 0.4877021909, propagate_forward_time: 24.5646915436, propagate_backward_time: 35.2903060913, weight_update_time: 0.1385540515, other_time: 2.4217834473
epoch time: 5.4549555779s, input_fired_time: 0.0631828457, output_fired_time: 0.0000000000, propagate_forward_time: 4.9749965668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167761803
validation[          , genome  3010] predictions:    9526/  10000 (95.26%), best:    9520/10000 (95.20%), error:      1641.49585, best error:      1628.76831 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.3964767456s, input_fired_time: 0.4987217784, output_fired_time: 0.4902391434, propagate_forward_time: 24.5775642395, propagate_backward_time: 35.4307899475, weight_update_time: 0.1376987547, other_time: 2.3991622925
epoch time: 5.4723496437s, input_fired_time: 0.0631382316, output_fired_time: 0.0000000000, propagate_forward_time: 4.9745712280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346404076
validation[          , genome  3010] predictions:    9552/  10000 (95.52%), best:    9552/10000 (95.52%), error:      1579.38062, best error:      1579.38062 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.6139373779s, input_fired_time: 0.4870632291, output_fired_time: 0.4734981656, propagate_forward_time: 23.9566516876, propagate_backward_time: 34.3760032654, weight_update_time: 0.1340420991, other_time: 2.3207206726
epoch time: 5.7078599930s, input_fired_time: 0.0656180233, output_fired_time: 0.0000000000, propagate_forward_time: 5.2028808594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393610954
validation[          , genome  3010] predictions:    9492/  10000 (94.92%), best:    9552/10000 (95.52%), error:      1751.53503, best error:      1579.38062 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 63.5368270874s, input_fired_time: 0.4999876916, output_fired_time: 0.4927302599, propagate_forward_time: 24.6951370239, propagate_backward_time: 35.4510765076, weight_update_time: 0.1382902116, other_time: 2.3978958130
epoch time: 4.7886834145s, input_fired_time: 0.0600638576, output_fired_time: 0.0000000000, propagate_forward_time: 4.2931623459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354572296
validation[          , genome  3010] predictions:    9536/  10000 (95.36%), best:    9552/10000 (95.52%), error:      1592.17725, best error:      1579.38062 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.2790374756s, input_fired_time: 0.4980916679, output_fired_time: 0.4869464636, propagate_forward_time: 24.6693134308, propagate_backward_time: 35.2363166809, weight_update_time: 0.1448048800, other_time: 2.3883705139
epoch time: 5.4479861259s, input_fired_time: 0.0641219467, output_fired_time: 0.0000000000, propagate_forward_time: 4.9611620903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227023125
validation[          , genome  3010] predictions:    9526/  10000 (95.26%), best:    9552/10000 (95.52%), error:      1614.86926, best error:      1579.38062 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.1335334778s, input_fired_time: 0.4985809326, output_fired_time: 0.4889102578, propagate_forward_time: 24.4667701721, propagate_backward_time: 35.2787971497, weight_update_time: 0.1398202926, other_time: 2.4004745483
epoch time: 5.5143342018s, input_fired_time: 0.0635376647, output_fired_time: 0.0000000000, propagate_forward_time: 5.0202021599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305944443
validation[          , genome  3010] predictions:    9506/  10000 (95.06%), best:    9552/10000 (95.52%), error:      1631.63733, best error:      1579.38062 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.4516029358s, input_fired_time: 0.4975502789, output_fired_time: 0.4892756045, propagate_forward_time: 24.6988162994, propagate_backward_time: 35.3877563477, weight_update_time: 0.1373422295, other_time: 2.3782043457
epoch time: 5.4846258163s, input_fired_time: 0.0680335835, output_fired_time: 0.0000000000, propagate_forward_time: 4.9768857956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397063255
validation[          , genome  3010] predictions:    9514/  10000 (95.14%), best:    9552/10000 (95.52%), error:      1664.82544, best error:      1579.38062 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.4566917419s, input_fired_time: 0.5007922053, output_fired_time: 0.4818520844, propagate_forward_time: 24.2391891479, propagate_backward_time: 34.8415527344, weight_update_time: 0.1364679486, other_time: 2.3933029175
epoch time: 5.3548541069s, input_fired_time: 0.0638255253, output_fired_time: 0.0000000000, propagate_forward_time: 4.8719420433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190864563
validation[          , genome  3010] predictions:    9396/  10000 (93.96%), best:    9552/10000 (95.52%), error:      2061.27881, best error:      1579.38062 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.9839324951s, input_fired_time: 0.4900799990, output_fired_time: 0.4782596827, propagate_forward_time: 24.1165962219, propagate_backward_time: 34.5384788513, weight_update_time: 0.1355702877, other_time: 2.3605155945
epoch time: 5.4378509521s, input_fired_time: 0.0640616268, output_fired_time: 0.0000000000, propagate_forward_time: 4.9429278374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308614731
validation[          , genome  3010] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1569.07568, best error:      1569.07568 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 62.8758392334s, input_fired_time: 0.4927328825, output_fired_time: 0.4813995659, propagate_forward_time: 24.4529342651, propagate_backward_time: 35.1191940308, weight_update_time: 0.1356903464, other_time: 2.3295783997
epoch time: 5.6528654099s, input_fired_time: 0.0671828762, output_fired_time: 0.0000000000, propagate_forward_time: 5.1423773766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433050156
validation[          , genome  3010] predictions:    9425/  10000 (94.25%), best:    9535/10000 (95.35%), error:      1914.34778, best error:      1569.07568 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.9016494751s, input_fired_time: 0.4987032413, output_fired_time: 0.4880582988, propagate_forward_time: 24.3784198761, propagate_backward_time: 35.1347389221, weight_update_time: 0.1358496845, other_time: 2.4017295837
epoch time: 5.4242272377s, input_fired_time: 0.0622745156, output_fired_time: 0.0000000000, propagate_forward_time: 4.9457316399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162211418
validation[          , genome  3010] predictions:    9520/  10000 (95.20%), best:    9535/10000 (95.35%), error:      1655.81909, best error:      1569.07568 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.7174377441s, input_fired_time: 0.5074096322, output_fired_time: 0.4897607863, propagate_forward_time: 24.7390975952, propagate_backward_time: 35.5760116577, weight_update_time: 0.1379483789, other_time: 2.4051589966
epoch time: 5.2316527367s, input_fired_time: 0.0636371970, output_fired_time: 0.0000000000, propagate_forward_time: 4.7517981529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162173271
validation[          , genome  3010] predictions:    9493/  10000 (94.93%), best:    9535/10000 (95.35%), error:      1753.22498, best error:      1569.07568 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.6883049011s, input_fired_time: 0.4929696918, output_fired_time: 0.4791630507, propagate_forward_time: 23.7831954956, propagate_backward_time: 34.5156631470, weight_update_time: 0.1353162825, other_time: 2.4173126221
epoch time: 5.3419671059s, input_fired_time: 0.0620491467, output_fired_time: 0.0000000000, propagate_forward_time: 4.8676991463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122190475
validation[          , genome  3010] predictions:    9525/  10000 (95.25%), best:    9535/10000 (95.35%), error:      1640.47229, best error:      1569.07568 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.1474418640s, input_fired_time: 0.4995442331, output_fired_time: 0.4861310124, propagate_forward_time: 24.5550765991, propagate_backward_time: 35.2550926208, weight_update_time: 0.1365825534, other_time: 2.3515968323
epoch time: 5.4514713287s, input_fired_time: 0.0636523888, output_fired_time: 0.0000000000, propagate_forward_time: 4.9718070030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160118103
validation[          , genome  3010] predictions:    9527/  10000 (95.27%), best:    9535/10000 (95.35%), error:      1614.31165, best error:      1569.07568 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.0797424316s, input_fired_time: 0.5014563203, output_fired_time: 0.4833933413, propagate_forward_time: 24.5019283295, propagate_backward_time: 35.1567687988, weight_update_time: 0.1376385987, other_time: 2.4361953735
epoch time: 5.4656558037s, input_fired_time: 0.0643080845, output_fired_time: 0.0000000000, propagate_forward_time: 4.9818100929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195375443
validation[          , genome  3010] predictions:    9534/  10000 (95.34%), best:    9535/10000 (95.35%), error:      1610.90479, best error:      1569.07568 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.6369781494s, input_fired_time: 0.4998892844, output_fired_time: 0.4897747934, propagate_forward_time: 24.7379436493, propagate_backward_time: 35.5163612366, weight_update_time: 0.1399064362, other_time: 2.3930091858
epoch time: 5.4159264565s, input_fired_time: 0.0647735521, output_fired_time: 0.0000000000, propagate_forward_time: 4.9221639633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289889336
validation[          , genome  3010] predictions:    9523/  10000 (95.23%), best:    9535/10000 (95.35%), error:      1648.70776, best error:      1569.07568 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.5309906006s, input_fired_time: 0.5023750067, output_fired_time: 0.4924633205, propagate_forward_time: 24.6255760193, propagate_backward_time: 35.4922561646, weight_update_time: 0.1391172707, other_time: 2.4183197021
epoch time: 5.4824156761s, input_fired_time: 0.0652944222, output_fired_time: 0.0000000000, propagate_forward_time: 4.9857368469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313845634
validation[          , genome  3010] predictions:    9546/  10000 (95.46%), best:    9535/10000 (95.35%), error:      1573.23706, best error:      1569.07568 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.9822463989s, input_fired_time: 0.4990521371, output_fired_time: 0.4901257157, propagate_forward_time: 24.8981819153, propagate_backward_time: 35.6785583496, weight_update_time: 0.1393852234, other_time: 2.4163246155
epoch time: 5.5233702660s, input_fired_time: 0.0640995950, output_fired_time: 0.0000000000, propagate_forward_time: 5.0290255547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302449226
validation[          , genome  3010] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1538.14880, best error:      1538.14880 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.4210014343s, input_fired_time: 0.5025785565, output_fired_time: 0.4899834394, propagate_forward_time: 24.6061077118, propagate_backward_time: 35.3821678162, weight_update_time: 0.1394159496, other_time: 2.4401664734
epoch time: 5.6378102303s, input_fired_time: 0.0685812086, output_fired_time: 0.0000000000, propagate_forward_time: 5.1349673271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342617989
validation[          , genome  3010] predictions:    9532/  10000 (95.32%), best:    9541/10000 (95.41%), error:      1592.11584, best error:      1538.14880 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.6881713867s, input_fired_time: 0.5027525425, output_fired_time: 0.4915356636, propagate_forward_time: 24.8001747131, propagate_backward_time: 35.5039215088, weight_update_time: 0.1374935955, other_time: 2.3897857666
epoch time: 5.5370941162s, input_fired_time: 0.0644566342, output_fired_time: 0.0000000000, propagate_forward_time: 5.0423326492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303050041
validation[          , genome  3010] predictions:    9544/  10000 (95.44%), best:    9541/10000 (95.41%), error:      1572.05359, best error:      1538.14880 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.8740348816s, input_fired_time: 0.4976583123, output_fired_time: 0.4877982140, propagate_forward_time: 24.3213157654, propagate_backward_time: 35.1456031799, weight_update_time: 0.1378634721, other_time: 2.4216613770
epoch time: 5.4228887558s, input_fired_time: 0.0636153147, output_fired_time: 0.0000000000, propagate_forward_time: 4.9407601357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185132980
validation[          , genome  3010] predictions:    9551/  10000 (95.51%), best:    9541/10000 (95.41%), error:      1562.26208, best error:      1538.14880 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.1425399780s, input_fired_time: 0.4975114763, output_fired_time: 0.4899131060, propagate_forward_time: 23.8233661652, propagate_backward_time: 34.8589286804, weight_update_time: 0.1383643299, other_time: 2.4728202820
epoch time: 5.3145480156s, input_fired_time: 0.0626057237, output_fired_time: 0.0000000000, propagate_forward_time: 4.8360786438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158635139
validation[          , genome  3010] predictions:    9518/  10000 (95.18%), best:    9541/10000 (95.41%), error:      1676.82043, best error:      1538.14880 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.5674057007s, input_fired_time: 0.4982836246, output_fired_time: 0.4881218374, propagate_forward_time: 24.6024093628, propagate_backward_time: 35.5746574402, weight_update_time: 0.1389865875, other_time: 2.4039344788
epoch time: 5.5613145828s, input_fired_time: 0.0662487149, output_fired_time: 0.0000000000, propagate_forward_time: 5.0624604225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326052666
validation[          , genome  3010] predictions:    9518/  10000 (95.18%), best:    9541/10000 (95.41%), error:      1686.65759, best error:      1538.14880 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.3935470581s, input_fired_time: 0.5003686547, output_fired_time: 0.4904479980, propagate_forward_time: 24.6127719879, propagate_backward_time: 35.3790283203, weight_update_time: 0.1382585764, other_time: 2.4109268188
epoch time: 5.5580911636s, input_fired_time: 0.0665803105, output_fired_time: 0.0000000000, propagate_forward_time: 5.0646114349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268994331
validation[          , genome  3010] predictions:    9539/  10000 (95.39%), best:    9541/10000 (95.41%), error:      1572.54578, best error:      1538.14880 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.3188171387s, input_fired_time: 0.5009277463, output_fired_time: 0.4902153611, propagate_forward_time: 24.4636306763, propagate_backward_time: 35.4631156921, weight_update_time: 0.1376199275, other_time: 2.4009284973
epoch time: 5.4994277954s, input_fired_time: 0.0639411360, output_fired_time: 0.0000000000, propagate_forward_time: 5.0095586777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259281158
validation[          , genome  3010] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1524.61523, best error:      1524.61523 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.7420501709s, input_fired_time: 0.5036123991, output_fired_time: 0.4892918169, propagate_forward_time: 24.8542060852, propagate_backward_time: 35.4820976257, weight_update_time: 0.1400474757, other_time: 2.4128417969
epoch time: 5.1311364174s, input_fired_time: 0.0636238307, output_fired_time: 0.0000000000, propagate_forward_time: 4.6136326790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538798332
validation[          , genome  3010] predictions:    9543/  10000 (95.43%), best:    9545/10000 (95.45%), error:      1595.32288, best error:      1524.61523 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.8688888550s, input_fired_time: 0.4941146374, output_fired_time: 0.4819615483, propagate_forward_time: 23.2659397125, propagate_backward_time: 34.1903915405, weight_update_time: 0.1367838234, other_time: 2.4364852905
epoch time: 5.5239005089s, input_fired_time: 0.0686004311, output_fired_time: 0.0000000000, propagate_forward_time: 5.0204725266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348273277
validation[          , genome  3010] predictions:    9551/  10000 (95.51%), best:    9545/10000 (95.45%), error:      1551.32886, best error:      1524.61523 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.8634490967s, input_fired_time: 0.5005414486, output_fired_time: 0.4893392920, propagate_forward_time: 24.3511810303, propagate_backward_time: 35.1231384277, weight_update_time: 0.1376832277, other_time: 2.3992500305
epoch time: 5.5326542854s, input_fired_time: 0.0653733835, output_fired_time: 0.0000000000, propagate_forward_time: 5.0375151634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297657013
validation[          , genome  3010] predictions:    9529/  10000 (95.29%), best:    9545/10000 (95.45%), error:      1590.09595, best error:      1524.61523 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.4070053101s, input_fired_time: 0.5001124144, output_fired_time: 0.4871970713, propagate_forward_time: 24.6559734344, propagate_backward_time: 35.3737106323, weight_update_time: 0.1382303983, other_time: 2.3900146484
epoch time: 5.4902210236s, input_fired_time: 0.0645003915, output_fired_time: 0.0000000000, propagate_forward_time: 4.9905576706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351630211
validation[          , genome  3010] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1500.46814, best error:      1500.46814 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.2525024414s, input_fired_time: 0.5002105236, output_fired_time: 0.4876146317, propagate_forward_time: 24.4581985474, propagate_backward_time: 35.3621826172, weight_update_time: 0.1385071576, other_time: 2.4442977905
epoch time: 5.4675073624s, input_fired_time: 0.0641571879, output_fired_time: 0.0000000000, propagate_forward_time: 4.9852833748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180669785
validation[          , genome  3010] predictions:    9526/  10000 (95.26%), best:    9560/10000 (95.60%), error:      1642.92908, best error:      1500.46814 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.2374343872s, input_fired_time: 0.4962349534, output_fired_time: 0.4809694290, propagate_forward_time: 24.1427078247, propagate_backward_time: 34.7472801208, weight_update_time: 0.1361162066, other_time: 2.3702430725
epoch time: 5.4280548096s, input_fired_time: 0.0656149164, output_fired_time: 0.0000000000, propagate_forward_time: 4.9403109550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221291542
validation[          , genome  3010] predictions:    9422/  10000 (94.22%), best:    9560/10000 (95.60%), error:      1966.16589, best error:      1500.46814 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.0344200134s, input_fired_time: 0.4960274696, output_fired_time: 0.4803726077, propagate_forward_time: 24.0322856903, propagate_backward_time: 34.6803970337, weight_update_time: 0.1349297911, other_time: 2.3453369141
epoch time: 5.1481804848s, input_fired_time: 0.0642834678, output_fired_time: 0.0000000000, propagate_forward_time: 4.6505370140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333600998
validation[          , genome  3010] predictions:    9542/  10000 (95.42%), best:    9560/10000 (95.60%), error:      1574.35181, best error:      1500.46814 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.1580543518s, input_fired_time: 0.5069293976, output_fired_time: 0.4910420477, propagate_forward_time: 24.4885501862, propagate_backward_time: 35.2488517761, weight_update_time: 0.1376060396, other_time: 2.4226799011
epoch time: 5.3961844444s, input_fired_time: 0.0672466531, output_fired_time: 0.0000000000, propagate_forward_time: 4.8965454102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323925972
validation[          , genome  3010] predictions:    9525/  10000 (95.25%), best:    9560/10000 (95.60%), error:      1571.49011, best error:      1500.46814 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.0301094055s, input_fired_time: 0.5027797222, output_fired_time: 0.4854791164, propagate_forward_time: 24.5034427643, propagate_backward_time: 35.1526374817, weight_update_time: 0.1365696639, other_time: 2.3857688904
epoch time: 5.4478354454s, input_fired_time: 0.0671891421, output_fired_time: 0.0000000000, propagate_forward_time: 4.9488887787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317574501
validation[          , genome  3010] predictions:    9554/  10000 (95.54%), best:    9560/10000 (95.60%), error:      1526.53235, best error:      1500.46814 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.0405044556s, input_fired_time: 0.4995945394, output_fired_time: 0.4874556959, propagate_forward_time: 24.3840274811, propagate_backward_time: 35.2702827454, weight_update_time: 0.1382433474, other_time: 2.3991432190
epoch time: 5.5461530685s, input_fired_time: 0.0663156509, output_fired_time: 0.0000000000, propagate_forward_time: 5.0490627289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307746887
validation[          , genome  3010] predictions:    9535/  10000 (95.35%), best:    9560/10000 (95.60%), error:      1564.61230, best error:      1500.46814 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.4465065002s, input_fired_time: 0.5010375381, output_fired_time: 0.4873207211, propagate_forward_time: 24.6668643951, propagate_backward_time: 35.4222297668, weight_update_time: 0.1378265321, other_time: 2.3690528870
epoch time: 5.4816765785s, input_fired_time: 0.0664946064, output_fired_time: 0.0000000000, propagate_forward_time: 4.9830827713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320993423
validation[          , genome  3010] predictions:    9547/  10000 (95.47%), best:    9560/10000 (95.60%), error:      1530.82581, best error:      1500.46814 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.3413391113s, input_fired_time: 0.5056700706, output_fired_time: 0.4858986139, propagate_forward_time: 24.6917457581, propagate_backward_time: 35.2864227295, weight_update_time: 0.1357960999, other_time: 2.3716049194
epoch time: 5.3653879166s, input_fired_time: 0.0652748123, output_fired_time: 0.0000000000, propagate_forward_time: 4.8791432381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209699631
validation[          , genome  3010] predictions:    9530/  10000 (95.30%), best:    9560/10000 (95.60%), error:      1559.47937, best error:      1500.46814 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 62.1244277954s, input_fired_time: 0.4983053803, output_fired_time: 0.4788359404, propagate_forward_time: 24.1328201294, propagate_backward_time: 34.6491699219, weight_update_time: 0.1364446878, other_time: 2.3652954102
epoch time: 5.1769123077s, input_fired_time: 0.0625307113, output_fired_time: 0.0000000000, propagate_forward_time: 4.7035899162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107918739
validation[          , genome  3010] predictions:    9514/  10000 (95.14%), best:    9560/10000 (95.60%), error:      1589.60425, best error:      1500.46814 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.2958297729s, input_fired_time: 0.5088918209, output_fired_time: 0.4907781184, propagate_forward_time: 24.6195220947, propagate_backward_time: 35.2663078308, weight_update_time: 0.1375796795, other_time: 2.4103279114
epoch time: 5.4127507210s, input_fired_time: 0.0663316920, output_fired_time: 0.0000000000, propagate_forward_time: 4.9219698906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244489670
validation[          , genome  3010] predictions:    9537/  10000 (95.37%), best:    9560/10000 (95.60%), error:      1628.99548, best error:      1500.46814 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.4193344116s, input_fired_time: 0.5084319115, output_fired_time: 0.4890344143, propagate_forward_time: 24.6625690460, propagate_backward_time: 35.3661727905, weight_update_time: 0.1373993754, other_time: 2.3931274414
epoch time: 5.3251304626s, input_fired_time: 0.0650672540, output_fired_time: 0.0000000000, propagate_forward_time: 4.8224062920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376568794
validation[          , genome  3010] predictions:    9506/  10000 (95.06%), best:    9560/10000 (95.60%), error:      1755.20789, best error:      1500.46814 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.1549987793s, input_fired_time: 0.5040470958, output_fired_time: 0.4863588214, propagate_forward_time: 24.4915847778, propagate_backward_time: 35.2862358093, weight_update_time: 0.1404995918, other_time: 2.3867721558
epoch time: 5.4498505592s, input_fired_time: 0.0657402948, output_fired_time: 0.0000000000, propagate_forward_time: 4.9654588699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186515808
validation[          , genome  3010] predictions:    9559/  10000 (95.59%), best:    9560/10000 (95.60%), error:      1524.93445, best error:      1500.46814 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.7078628540s, input_fired_time: 0.5049823523, output_fired_time: 0.4931823909, propagate_forward_time: 24.7836341858, propagate_backward_time: 35.5239601135, weight_update_time: 0.1376600564, other_time: 2.4021034241
epoch time: 5.5116648674s, input_fired_time: 0.0655327663, output_fired_time: 0.0000000000, propagate_forward_time: 5.0126867294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334454536
validation[          , genome  3010] predictions:    9533/  10000 (95.33%), best:    9560/10000 (95.60%), error:      1530.36121, best error:      1500.46814 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.4089851379s, input_fired_time: 0.4981466532, output_fired_time: 0.4839516282, propagate_forward_time: 24.0965385437, propagate_backward_time: 34.9471702576, weight_update_time: 0.1354346126, other_time: 2.3831787109
epoch time: 5.5126881599s, input_fired_time: 0.0659438372, output_fired_time: 0.0000000000, propagate_forward_time: 5.0189304352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278140068
validation[          , genome  3010] predictions:    9525/  10000 (95.25%), best:    9560/10000 (95.60%), error:      1597.58777, best error:      1500.46814 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.7105560303s, input_fired_time: 0.5086233020, output_fired_time: 0.4945870042, propagate_forward_time: 24.8093700409, propagate_backward_time: 35.5009994507, weight_update_time: 0.1373695433, other_time: 2.3969726563
epoch time: 5.5194830894s, input_fired_time: 0.0648766756, output_fired_time: 0.0000000000, propagate_forward_time: 5.0375895500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170169830
validation[          , genome  3010] predictions:    9518/  10000 (95.18%), best:    9560/10000 (95.60%), error:      1601.11755, best error:      1500.46814 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.0528411865s, input_fired_time: 0.5020549297, output_fired_time: 0.4904920161, propagate_forward_time: 24.4651794434, propagate_backward_time: 35.2071113586, weight_update_time: 0.1359621882, other_time: 2.3880004883
epoch time: 5.5066237450s, input_fired_time: 0.0665022135, output_fired_time: 0.0000000000, propagate_forward_time: 5.0088267326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312949181
validation[          , genome  3010] predictions:    9491/  10000 (94.91%), best:    9560/10000 (95.60%), error:      1745.00000, best error:      1500.46814 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.0465011597s, input_fired_time: 0.5041708946, output_fired_time: 0.4865168631, propagate_forward_time: 24.4663543701, propagate_backward_time: 35.2033157349, weight_update_time: 0.1364500225, other_time: 2.3861465454
epoch time: 5.4506754875s, input_fired_time: 0.0655939281, output_fired_time: 0.0000000000, propagate_forward_time: 4.9577021599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273796082
validation[          , genome  3010] predictions:    9539/  10000 (95.39%), best:    9560/10000 (95.60%), error:      1560.00818, best error:      1500.46814 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.5814514160s, input_fired_time: 0.5094366670, output_fired_time: 0.4904581904, propagate_forward_time: 24.7557640076, propagate_backward_time: 35.4341278076, weight_update_time: 0.1363719404, other_time: 2.3916625977
epoch time: 5.3832769394s, input_fired_time: 0.0671899766, output_fired_time: 0.0000000000, propagate_forward_time: 4.8874506950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286360741
validation[          , genome  3010] predictions:    9551/  10000 (95.51%), best:    9560/10000 (95.60%), error:      1555.17908, best error:      1500.46814 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.4707183838s, input_fired_time: 0.5071709752, output_fired_time: 0.4890868068, propagate_forward_time: 24.6680908203, propagate_backward_time: 35.4202499390, weight_update_time: 0.1400853544, other_time: 2.3861198425
epoch time: 5.4583754539s, input_fired_time: 0.0665057972, output_fired_time: 0.0000000000, propagate_forward_time: 4.9647917747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270777702
validation[          , genome  3010] predictions:    9547/  10000 (95.47%), best:    9560/10000 (95.60%), error:      1536.08484, best error:      1500.46814 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.0668220520s, input_fired_time: 0.5065006614, output_fired_time: 0.4898437262, propagate_forward_time: 24.4602394104, propagate_backward_time: 35.2163658142, weight_update_time: 0.1362968981, other_time: 2.3938713074
epoch time: 5.4657464027s, input_fired_time: 0.0655550882, output_fired_time: 0.0000000000, propagate_forward_time: 4.9678096771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323816299
validation[          , genome  3010] predictions:    9558/  10000 (95.58%), best:    9560/10000 (95.60%), error:      1508.99744, best error:      1500.46814 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.4626159668s, input_fired_time: 0.5001940727, output_fired_time: 0.4752881229, propagate_forward_time: 23.8461818695, propagate_backward_time: 34.2753829956, weight_update_time: 0.1349079609, other_time: 2.3655700684
epoch time: 5.5501465797s, input_fired_time: 0.0668217912, output_fired_time: 0.0000000000, propagate_forward_time: 5.0514159203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319090843
validation[          , genome  3010] predictions:    9553/  10000 (95.53%), best:    9560/10000 (95.60%), error:      1529.99390, best error:      1500.46814 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.7430229187s, input_fired_time: 0.5107991695, output_fired_time: 0.4928654432, propagate_forward_time: 24.7576236725, propagate_backward_time: 35.5589141846, weight_update_time: 0.1387977898, other_time: 2.4228210449
epoch time: 4.7684087753s, input_fired_time: 0.0619647764, output_fired_time: 0.0000000000, propagate_forward_time: 4.2791881561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272556305
validation[          , genome  3010] predictions:    9516/  10000 (95.16%), best:    9560/10000 (95.60%), error:      1633.86499, best error:      1500.46814 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.1459655762s, input_fired_time: 0.5082412362, output_fired_time: 0.4871195555, propagate_forward_time: 24.4685955048, propagate_backward_time: 35.2525177002, weight_update_time: 0.1389633715, other_time: 2.4294967651
epoch time: 5.5198602676s, input_fired_time: 0.0677666366, output_fired_time: 0.0000000000, propagate_forward_time: 5.0215454102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305481911
validation[          , genome  3010] predictions:    9548/  10000 (95.48%), best:    9560/10000 (95.60%), error:      1536.34705, best error:      1500.46814 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.5955963135s, input_fired_time: 0.5061151981, output_fired_time: 0.4937290251, propagate_forward_time: 24.1754341125, propagate_backward_time: 34.9974327087, weight_update_time: 0.1364736706, other_time: 2.4228858948
epoch time: 5.3418374062s, input_fired_time: 0.0647342652, output_fired_time: 0.0000000000, propagate_forward_time: 4.8555512428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215517044
validation[          , genome  3010] predictions:    9542/  10000 (95.42%), best:    9560/10000 (95.60%), error:      1506.70361, best error:      1500.46814 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 62.8110427856s, input_fired_time: 0.5063847303, output_fired_time: 0.4873110652, propagate_forward_time: 24.3448333740, propagate_backward_time: 35.0553703308, weight_update_time: 0.1390664726, other_time: 2.4171409607
epoch time: 5.2142333984s, input_fired_time: 0.0659099147, output_fired_time: 0.0000000000, propagate_forward_time: 4.7056121826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427113533
validation[          , genome  3010] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1481.55090, best error:      1481.55090 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.4572563171s, input_fired_time: 0.5066959262, output_fired_time: 0.4836541116, propagate_forward_time: 24.3183307648, propagate_backward_time: 34.7696075439, weight_update_time: 0.1356934905, other_time: 2.3789672852
epoch time: 4.9277276993s, input_fired_time: 0.0650145710, output_fired_time: 0.0000000000, propagate_forward_time: 4.4222903252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404230118
validation[          , genome  3010] predictions:    9528/  10000 (95.28%), best:    9572/10000 (95.72%), error:      1631.77698, best error:      1481.55090 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.5491867065s, input_fired_time: 0.5096602440, output_fired_time: 0.4922364354, propagate_forward_time: 24.6017971039, propagate_backward_time: 35.5456962585, weight_update_time: 0.1379331946, other_time: 2.3997993469
epoch time: 5.4490928650s, input_fired_time: 0.0670065731, output_fired_time: 0.0000000000, propagate_forward_time: 4.9509367943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311494827
validation[          , genome  3010] predictions:    9561/  10000 (95.61%), best:    9561/10000 (95.61%), error:      1466.51208, best error:      1466.51208 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.4108352661s, input_fired_time: 0.5076450706, output_fired_time: 0.4925374687, propagate_forward_time: 24.5929145813, propagate_backward_time: 35.4555206299, weight_update_time: 0.1360166222, other_time: 2.3622169495
epoch time: 5.3902683258s, input_fired_time: 0.0662036315, output_fired_time: 0.0000000000, propagate_forward_time: 4.9022917747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217729568
validation[          , genome  3010] predictions:    9553/  10000 (95.53%), best:    9561/10000 (95.61%), error:      1491.34167, best error:      1466.51208 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.1473503113s, input_fired_time: 0.5099209547, output_fired_time: 0.4877492189, propagate_forward_time: 24.4676475525, propagate_backward_time: 35.2480278015, weight_update_time: 0.1387249827, other_time: 2.4340019226
epoch time: 5.5153923035s, input_fired_time: 0.0669378191, output_fired_time: 0.0000000000, propagate_forward_time: 5.0292778015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191765785
validation[          , genome  3010] predictions:    9558/  10000 (95.58%), best:    9561/10000 (95.61%), error:      1564.44385, best error:      1466.51208 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.6360740662s, input_fired_time: 0.5073721409, output_fired_time: 0.4803785384, propagate_forward_time: 24.3318824768, propagate_backward_time: 34.9453086853, weight_update_time: 0.1367321461, other_time: 2.3711318970
epoch time: 5.4347319603s, input_fired_time: 0.0656505823, output_fired_time: 0.0000000000, propagate_forward_time: 4.9382758141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308056831
validation[          , genome  3010] predictions:    9528/  10000 (95.28%), best:    9561/10000 (95.61%), error:      1611.57959, best error:      1466.51208 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.9973068237s, input_fired_time: 0.5160338283, output_fired_time: 0.4945278466, propagate_forward_time: 24.8863849640, propagate_backward_time: 35.6791687012, weight_update_time: 0.1403474510, other_time: 2.4211883545
epoch time: 5.4982872009s, input_fired_time: 0.0662959889, output_fired_time: 0.0000000000, propagate_forward_time: 5.0042109489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277801514
validation[          , genome  3010] predictions:    9537/  10000 (95.37%), best:    9561/10000 (95.61%), error:      1569.12878, best error:      1466.51208 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.0645294189s, input_fired_time: 0.5073926449, output_fired_time: 0.4859062433, propagate_forward_time: 24.4204616547, propagate_backward_time: 35.2654457092, weight_update_time: 0.1362312734, other_time: 2.3853263855
epoch time: 5.4177851677s, input_fired_time: 0.0653729960, output_fired_time: 0.0000000000, propagate_forward_time: 4.9354028702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170093536
validation[          , genome  3010] predictions:    9567/  10000 (95.67%), best:    9561/10000 (95.61%), error:      1503.34802, best error:      1466.51208 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.4700050354s, input_fired_time: 0.5086522102, output_fired_time: 0.4849126935, propagate_forward_time: 24.7357845306, propagate_backward_time: 35.3801727295, weight_update_time: 0.1372944266, other_time: 2.3604812622
epoch time: 5.4539971352s, input_fired_time: 0.0669021085, output_fired_time: 0.0000000000, propagate_forward_time: 4.9639253616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231696129
validation[          , genome  3010] predictions:    9561/  10000 (95.61%), best:    9561/10000 (95.61%), error:      1509.78040, best error:      1466.51208 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.0227737427s, input_fired_time: 0.5157828331, output_fired_time: 0.4927733839, propagate_forward_time: 24.7725563049, propagate_backward_time: 35.8430786133, weight_update_time: 0.1391873360, other_time: 2.3985824585
epoch time: 5.0439748764s, input_fired_time: 0.0638063475, output_fired_time: 0.0000000000, propagate_forward_time: 4.5443401337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358282089
validation[          , genome  3010] predictions:    9550/  10000 (95.50%), best:    9561/10000 (95.61%), error:      1512.82629, best error:      1466.51208 on epoch:    93, 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: 27.6367340088s, input_fired_time: 0.3298890889, output_fired_time: 0.0000000000, propagate_forward_time: 25.0905971527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2162475586
best training[          , genome  3010] predictions:   48662/  50000 (97.32%), best:    9561/10000 (95.61%), error:      4892.36768, best error:      1466.51208 on epoch:    93, 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: 5.0628733635s, input_fired_time: 0.0629623458, output_fired_time: 0.0000000000, propagate_forward_time: 4.5709085464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290022850
   testing[          , genome  3010] predictions:    9623/  10000 (96.23%), best:    9561/10000 (95.61%), error:      1300.37549, best error:      1466.51208 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:43:06 (1920): called boinc_finish(0)

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