Nameexact_genome_1510260903_28_18131_2
Workunit2375993
Created7 Dec 2017, 20:27:00 UTC
Sent7 Dec 2017, 20:34:40 UTC
Report deadline1 Jan 2018, 5:23:58 UTC
Received8 Dec 2017, 19:20:44 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time14 hours 42 min 32 sec
CPU time14 hours 18 min 56 sec
Validate stateValid
Credit6,091.89
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size167.79 MB
Peak swap size172.73 MB
Peak disk usage5.39 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 475.9720764160s, input_fired_time: 7.5758132935, output_fired_time: 7.2872295380, propagate_forward_time: 183.0097198486, propagate_backward_time: 270.0592651367, weight_update_time: 0.5891630054, other_time: 8.0400390625
epoch time: 41.7134704590s, input_fired_time: 0.9311534166, output_fired_time: 0.0000000000, propagate_forward_time: 39.3420333862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4402847290
validation[          , genome 18131] predictions:    9726/  10000 (97.26%), best:    9819/10000 (98.19%), error:       897.89948, best error:       518.73248 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 477.0989685059s, input_fired_time: 7.5997915268, output_fired_time: 7.3092436790, propagate_forward_time: 183.3379058838, propagate_backward_time: 270.6455688477, weight_update_time: 0.6133915782, other_time: 8.2064819336
epoch time: 42.1616783142s, input_fired_time: 0.9462836385, output_fired_time: 0.0000000000, propagate_forward_time: 39.7305183411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4848747253
validation[          , genome 18131] predictions:    9782/  10000 (97.82%), best:    9819/10000 (98.19%), error:       705.19415, best error:       518.73248 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 478.6442565918s, input_fired_time: 7.6247282028, output_fired_time: 7.3044109344, propagate_forward_time: 184.4940185547, propagate_backward_time: 271.0442810059, weight_update_time: 0.5839315057, other_time: 8.1768188477
epoch time: 42.1286354065s, input_fired_time: 0.9353955984, output_fired_time: 0.0000000000, propagate_forward_time: 39.7238807678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4693603516
validation[          , genome 18131] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       498.20676, best error:       498.20676 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 479.9614868164s, input_fired_time: 7.5794668198, output_fired_time: 7.4063749313, propagate_forward_time: 184.2997131348, propagate_backward_time: 272.5406188965, weight_update_time: 0.5819849968, other_time: 8.1353149414
epoch time: 42.0385284424s, input_fired_time: 0.9331545234, output_fired_time: 0.0000000000, propagate_forward_time: 39.6669845581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4383888245
validation[          , genome 18131] predictions:    9833/  10000 (98.33%), best:    9853/10000 (98.53%), error:       538.45337, best error:       498.20676 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 476.7145690918s, input_fired_time: 7.5803346634, output_fired_time: 7.3102006912, propagate_forward_time: 183.3314819336, propagate_backward_time: 270.3870544434, weight_update_time: 0.5842905045, other_time: 8.1054992676
epoch time: 42.9558372498s, input_fired_time: 0.9431828856, output_fired_time: 0.0000000000, propagate_forward_time: 40.5576515198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4550018311
validation[          , genome 18131] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       487.60132, best error:       487.60132 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 476.6395874023s, input_fired_time: 7.5730071068, output_fired_time: 7.2668662071, propagate_forward_time: 183.3196868896, propagate_backward_time: 270.3284606934, weight_update_time: 0.6052489281, other_time: 8.1515808105
epoch time: 41.7821578979s, input_fired_time: 0.9390540719, output_fired_time: 0.0000000000, propagate_forward_time: 39.3961524963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4469528198
validation[          , genome 18131] predictions:    9852/  10000 (98.52%), best:    9838/10000 (98.38%), error:       498.51566, best error:       487.60132 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 479.1084594727s, input_fired_time: 7.6014771461, output_fired_time: 7.4218025208, propagate_forward_time: 184.2599334717, propagate_backward_time: 271.6448669434, weight_update_time: 0.5872275829, other_time: 8.1803894043
epoch time: 41.4313278198s, input_fired_time: 0.9255542755, output_fired_time: 0.0000000000, propagate_forward_time: 39.0753326416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4304428101
validation[          , genome 18131] predictions:    9845/  10000 (98.45%), best:    9838/10000 (98.38%), error:       525.33295, best error:       487.60132 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 475.5558776855s, input_fired_time: 7.6574244499, output_fired_time: 7.3265166283, propagate_forward_time: 183.4331207275, propagate_backward_time: 269.0544128418, weight_update_time: 0.5825831890, other_time: 8.0844421387
epoch time: 41.8362426758s, input_fired_time: 0.9328438640, output_fired_time: 0.0000000000, propagate_forward_time: 39.4737777710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4296226501
validation[          , genome 18131] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       468.06323, best error:       468.06323 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 477.6098937988s, input_fired_time: 7.6647973061, output_fired_time: 7.3491401672, propagate_forward_time: 183.9669952393, propagate_backward_time: 270.4826049805, weight_update_time: 0.5931954384, other_time: 8.1463623047
epoch time: 41.6604957581s, input_fired_time: 0.9242431521, output_fired_time: 0.0000000000, propagate_forward_time: 39.2770919800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4591598511
validation[          , genome 18131] predictions:    9830/  10000 (98.30%), best:    9861/10000 (98.61%), error:       541.95282, best error:       468.06323 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 478.7303466797s, input_fired_time: 7.6761760712, output_fired_time: 7.3959369659, propagate_forward_time: 183.9087524414, propagate_backward_time: 271.6175537109, weight_update_time: 0.5846548080, other_time: 8.1319274902
epoch time: 42.0795288086s, input_fired_time: 0.9327310324, output_fired_time: 0.0000000000, propagate_forward_time: 39.6763992310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4703979492
validation[          , genome 18131] predictions:    9863/  10000 (98.63%), best:    9861/10000 (98.61%), error:       496.33786, best error:       468.06323 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 475.0203857422s, input_fired_time: 7.6581420898, output_fired_time: 7.3828945160, propagate_forward_time: 182.8243713379, propagate_backward_time: 268.9822998047, weight_update_time: 0.5878883600, other_time: 8.1726684570
epoch time: 42.1208877563s, input_fired_time: 0.9382748604, output_fired_time: 0.0000000000, propagate_forward_time: 39.7112770081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4713363647
validation[          , genome 18131] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       451.68756, best error:       451.68756 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 474.8487854004s, input_fired_time: 7.6195383072, output_fired_time: 7.2828927040, propagate_forward_time: 183.0609893799, propagate_backward_time: 268.8062438965, weight_update_time: 0.5923879147, other_time: 8.0791320801
epoch time: 40.6416702271s, input_fired_time: 0.9227151871, output_fired_time: 0.0000000000, propagate_forward_time: 38.2889289856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4300270081
validation[          , genome 18131] predictions:    9847/  10000 (98.47%), best:    9863/10000 (98.63%), error:       504.99539, best error:       451.68756 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 474.7772216797s, input_fired_time: 7.5433259010, output_fired_time: 7.3140115738, propagate_forward_time: 182.7771453857, propagate_backward_time: 269.0272827148, weight_update_time: 0.5908601284, other_time: 8.1154174805
epoch time: 41.8952903748s, input_fired_time: 1.0055814981, output_fired_time: 0.0000000000, propagate_forward_time: 39.4292144775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4604949951
validation[          , genome 18131] predictions:    9838/  10000 (98.38%), best:    9863/10000 (98.63%), error:       526.79657, best error:       451.68756 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 478.8542480469s, input_fired_time: 7.6160631180, output_fired_time: 7.3620305061, propagate_forward_time: 184.2512207031, propagate_backward_time: 271.4232482910, weight_update_time: 0.6016777158, other_time: 8.2016906738
epoch time: 41.6675720215s, input_fired_time: 0.9327762723, output_fired_time: 0.0000000000, propagate_forward_time: 39.2847862244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4500083923
validation[          , genome 18131] predictions:    9860/  10000 (98.60%), best:    9863/10000 (98.63%), error:       462.04678, best error:       451.68756 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 473.5374145508s, input_fired_time: 7.5991525650, output_fired_time: 7.3447284698, propagate_forward_time: 182.3328247070, propagate_backward_time: 268.1832275391, weight_update_time: 0.5836626887, other_time: 8.0774841309
epoch time: 41.8269577026s, input_fired_time: 0.9623434544, output_fired_time: 0.0000000000, propagate_forward_time: 39.3913688660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4732437134
validation[          , genome 18131] predictions:    9854/  10000 (98.54%), best:    9863/10000 (98.63%), error:       479.72723, best error:       451.68756 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 468.6064147949s, input_fired_time: 7.5287604332, output_fired_time: 7.1963453293, propagate_forward_time: 180.1693115234, propagate_backward_time: 265.6801147461, weight_update_time: 0.5859001875, other_time: 8.0318908691
epoch time: 41.9880294800s, input_fired_time: 0.9444041848, output_fired_time: 0.0000000000, propagate_forward_time: 39.5630912781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4805335999
validation[          , genome 18131] predictions:    9840/  10000 (98.40%), best:    9863/10000 (98.63%), error:       482.12067, best error:       451.68756 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 477.5820617676s, input_fired_time: 7.6071887016, output_fired_time: 7.3738260269, propagate_forward_time: 183.7586059570, propagate_backward_time: 270.6236572266, weight_update_time: 0.6051868796, other_time: 8.2187805176
epoch time: 42.0491714478s, input_fired_time: 0.9489910603, output_fired_time: 0.0000000000, propagate_forward_time: 39.6457672119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4544143677
validation[          , genome 18131] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       445.75974, best error:       445.75974 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 476.6526794434s, input_fired_time: 7.6311383247, output_fired_time: 7.3408789635, propagate_forward_time: 183.4089965820, propagate_backward_time: 270.1277770996, weight_update_time: 0.6029358506, other_time: 8.1438903809
epoch time: 41.7099037170s, input_fired_time: 0.9607046247, output_fired_time: 0.0000000000, propagate_forward_time: 39.2761650085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4730339050
validation[          , genome 18131] predictions:    9864/  10000 (98.64%), best:    9868/10000 (98.68%), error:       457.97418, best error:       445.75974 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 474.8161315918s, input_fired_time: 7.6525750160, output_fired_time: 7.4063200951, propagate_forward_time: 182.5325012207, propagate_backward_time: 269.1311645508, weight_update_time: 0.5863184333, other_time: 8.0935668945
epoch time: 42.3081130981s, input_fired_time: 0.9576783180, output_fired_time: 0.0000000000, propagate_forward_time: 39.8636093140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4868240356
validation[          , genome 18131] predictions:    9829/  10000 (98.29%), best:    9868/10000 (98.68%), error:       552.44562, best error:       445.75974 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 477.0668640137s, input_fired_time: 7.6931891441, output_fired_time: 7.3169136047, propagate_forward_time: 183.5601348877, propagate_backward_time: 270.3737792969, weight_update_time: 0.5963722467, other_time: 8.1228637695
epoch time: 41.8461570740s, input_fired_time: 0.9419568181, output_fired_time: 0.0000000000, propagate_forward_time: 39.4576263428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4465751648
validation[          , genome 18131] predictions:    9856/  10000 (98.56%), best:    9868/10000 (98.68%), error:       456.64713, best error:       445.75974 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 477.8596191406s, input_fired_time: 7.6764612198, output_fired_time: 7.4458966255, propagate_forward_time: 184.1584472656, propagate_backward_time: 270.3684387207, weight_update_time: 0.6115160584, other_time: 8.2103881836
epoch time: 42.1740837097s, input_fired_time: 0.9380103946, output_fired_time: 0.0000000000, propagate_forward_time: 39.7514610291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4846115112
validation[          , genome 18131] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       438.45535, best error:       438.45535 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 476.1806640625s, input_fired_time: 7.6250538826, output_fired_time: 7.3582973480, propagate_forward_time: 183.4007110596, propagate_backward_time: 269.5458374023, weight_update_time: 0.5962314606, other_time: 8.2507324219
epoch time: 41.9194221497s, input_fired_time: 0.9662999511, output_fired_time: 0.0000000000, propagate_forward_time: 39.4783859253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4747352600
validation[          , genome 18131] predictions:    9844/  10000 (98.44%), best:    9855/10000 (98.55%), error:       511.51450, best error:       438.45535 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 476.4365844727s, input_fired_time: 7.6317162514, output_fired_time: 7.3480110168, propagate_forward_time: 183.0252685547, propagate_backward_time: 270.2420043945, weight_update_time: 0.6076945662, other_time: 8.1895751953
epoch time: 41.5154037476s, input_fired_time: 0.9317022562, output_fired_time: 0.0000000000, propagate_forward_time: 39.1440849304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4396171570
validation[          , genome 18131] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       437.95010, best error:       437.95010 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 476.5268554688s, input_fired_time: 7.6769385338, output_fired_time: 7.3129491806, propagate_forward_time: 183.3369750977, propagate_backward_time: 270.0144348145, weight_update_time: 0.5909437537, other_time: 8.1855468750
epoch time: 41.8616676331s, input_fired_time: 0.9412106872, output_fired_time: 0.0000000000, propagate_forward_time: 39.4615745544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4588813782
validation[          , genome 18131] predictions:    9847/  10000 (98.47%), best:    9875/10000 (98.75%), error:       468.61057, best error:       437.95010 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 476.4443054199s, input_fired_time: 7.6407628059, output_fired_time: 7.3183755875, propagate_forward_time: 183.7475433350, propagate_backward_time: 269.5840759277, weight_update_time: 0.5857872963, other_time: 8.1535339355
epoch time: 41.9062385559s, input_fired_time: 0.9407093525, output_fired_time: 0.0000000000, propagate_forward_time: 39.5038223267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4617080688
validation[          , genome 18131] predictions:    9853/  10000 (98.53%), best:    9875/10000 (98.75%), error:       476.45859, best error:       437.95010 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 475.7287597656s, input_fired_time: 7.6166100502, output_fired_time: 7.3532543182, propagate_forward_time: 183.2007141113, propagate_backward_time: 269.4562377930, weight_update_time: 0.5982543826, other_time: 8.1019592285
epoch time: 42.1349411011s, input_fired_time: 0.9377263188, output_fired_time: 0.0000000000, propagate_forward_time: 39.7253265381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4718894958
validation[          , genome 18131] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       422.20529, best error:       422.20529 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 474.4217529297s, input_fired_time: 7.5506749153, output_fired_time: 7.2833848000, propagate_forward_time: 182.7237854004, propagate_backward_time: 268.6852722168, weight_update_time: 0.5917200446, other_time: 8.1786193848
epoch time: 42.0411415100s, input_fired_time: 0.9953579903, output_fired_time: 0.0000000000, propagate_forward_time: 39.5564727783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4893112183
validation[          , genome 18131] predictions:    9854/  10000 (98.54%), best:    9870/10000 (98.70%), error:       454.64264, best error:       422.20529 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 477.6959228516s, input_fired_time: 7.8010191917, output_fired_time: 7.3086609840, propagate_forward_time: 183.9744415283, propagate_backward_time: 270.3656311035, weight_update_time: 0.5910558701, other_time: 8.2461853027
epoch time: 43.2547721863s, input_fired_time: 1.0193240643, output_fired_time: 0.0000000000, propagate_forward_time: 40.7228851318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5125617981
validation[          , genome 18131] predictions:    9857/  10000 (98.57%), best:    9870/10000 (98.70%), error:       431.35049, best error:       422.20529 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 475.8793640137s, input_fired_time: 7.6405968666, output_fired_time: 7.3092956543, propagate_forward_time: 183.0214996338, propagate_backward_time: 269.7099914551, weight_update_time: 0.5878053308, other_time: 8.1979675293
epoch time: 41.8626594543s, input_fired_time: 0.9720783830, output_fired_time: 0.0000000000, propagate_forward_time: 39.4127693176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4778099060
validation[          , genome 18131] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       415.32925, best error:       415.32925 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 478.2659301758s, input_fired_time: 7.6781854630, output_fired_time: 7.4251594543, propagate_forward_time: 184.5117797852, propagate_backward_time: 270.4490356445, weight_update_time: 0.5870642066, other_time: 8.2017517090
epoch time: 42.0302658081s, input_fired_time: 0.9601129293, output_fired_time: 0.0000000000, propagate_forward_time: 39.5736236572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4965286255
validation[          , genome 18131] predictions:    9870/  10000 (98.70%), best:    9861/10000 (98.61%), error:       417.60507, best error:       415.32925 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 475.9631652832s, input_fired_time: 7.7074732780, output_fired_time: 7.3395924568, propagate_forward_time: 183.0071563721, propagate_backward_time: 269.6278381348, weight_update_time: 0.5946793556, other_time: 8.2810974121
epoch time: 41.8671607971s, input_fired_time: 0.9504513144, output_fired_time: 0.0000000000, propagate_forward_time: 39.4446449280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4720649719
validation[          , genome 18131] predictions:    9838/  10000 (98.38%), best:    9861/10000 (98.61%), error:       520.09344, best error:       415.32925 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 474.4787597656s, input_fired_time: 7.6535253525, output_fired_time: 7.3116369247, propagate_forward_time: 182.7868041992, propagate_backward_time: 268.5392456055, weight_update_time: 0.5838851333, other_time: 8.1875305176
epoch time: 41.5512962341s, input_fired_time: 0.9491112828, output_fired_time: 0.0000000000, propagate_forward_time: 39.1309738159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4712104797
validation[          , genome 18131] predictions:    9849/  10000 (98.49%), best:    9861/10000 (98.61%), error:       463.35742, best error:       415.32925 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 476.7852783203s, input_fired_time: 7.6733608246, output_fired_time: 7.3107814789, propagate_forward_time: 183.6903686523, propagate_backward_time: 269.8802185059, weight_update_time: 0.5900131464, other_time: 8.2305297852
epoch time: 42.4037742615s, input_fired_time: 0.9995957017, output_fired_time: 0.0000000000, propagate_forward_time: 39.9213867188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4827919006
validation[          , genome 18131] predictions:    9866/  10000 (98.66%), best:    9861/10000 (98.61%), error:       444.33685, best error:       415.32925 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 477.9325256348s, input_fired_time: 7.6904053688, output_fired_time: 7.4542355537, propagate_forward_time: 183.8227233887, propagate_backward_time: 270.7896423340, weight_update_time: 0.5875892639, other_time: 8.1755371094
epoch time: 42.1242141724s, input_fired_time: 0.9637756348, output_fired_time: 0.0000000000, propagate_forward_time: 39.6750411987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4853973389
validation[          , genome 18131] predictions:    9862/  10000 (98.62%), best:    9861/10000 (98.61%), error:       431.95084, best error:       415.32925 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 477.4706726074s, input_fired_time: 7.6652474403, output_fired_time: 7.3602080345, propagate_forward_time: 183.7701568604, propagate_backward_time: 270.3899230957, weight_update_time: 0.5839112997, other_time: 8.2851257324
epoch time: 41.5966491699s, input_fired_time: 0.9514282942, output_fired_time: 0.0000000000, propagate_forward_time: 39.1914520264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4537696838
validation[          , genome 18131] predictions:    9855/  10000 (98.55%), best:    9861/10000 (98.61%), error:       432.60263, best error:       415.32925 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 476.8243713379s, input_fired_time: 7.6419911385, output_fired_time: 7.3814435005, propagate_forward_time: 183.5723571777, propagate_backward_time: 270.0525207520, weight_update_time: 0.5953308344, other_time: 8.1760559082
epoch time: 42.2314300537s, input_fired_time: 0.9606555104, output_fired_time: 0.0000000000, propagate_forward_time: 39.7806053162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4901695251
validation[          , genome 18131] predictions:    9832/  10000 (98.32%), best:    9861/10000 (98.61%), error:       502.06268, best error:       415.32925 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 475.6120605469s, input_fired_time: 7.7389388084, output_fired_time: 7.3358802795, propagate_forward_time: 183.1042785645, propagate_backward_time: 269.2172241211, weight_update_time: 0.5898677111, other_time: 8.2157287598
epoch time: 42.0093879700s, input_fired_time: 0.9589446783, output_fired_time: 0.0000000000, propagate_forward_time: 39.5680847168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4823570251
validation[          , genome 18131] predictions:    9859/  10000 (98.59%), best:    9861/10000 (98.61%), error:       429.86923, best error:       415.32925 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 476.0357055664s, input_fired_time: 7.7377824783, output_fired_time: 7.3405137062, propagate_forward_time: 183.3568878174, propagate_backward_time: 269.3737182617, weight_update_time: 0.5983592868, other_time: 8.2268066406
epoch time: 42.0014381409s, input_fired_time: 0.9529955387, output_fired_time: 0.0000000000, propagate_forward_time: 39.5483894348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5000534058
validation[          , genome 18131] predictions:    9854/  10000 (98.54%), best:    9861/10000 (98.61%), error:       456.33871, best error:       415.32925 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 478.2185058594s, input_fired_time: 7.8608899117, output_fired_time: 7.3546123505, propagate_forward_time: 183.8500213623, propagate_backward_time: 270.8760681152, weight_update_time: 0.6003959179, other_time: 8.2768859863
epoch time: 41.5666160583s, input_fired_time: 0.9507425427, output_fired_time: 0.0000000000, propagate_forward_time: 39.1540184021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4618568420
validation[          , genome 18131] predictions:    9858/  10000 (98.58%), best:    9861/10000 (98.61%), error:       482.48474, best error:       415.32925 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 476.5421752930s, input_fired_time: 7.7146100998, output_fired_time: 7.3407077789, propagate_forward_time: 183.4798126221, propagate_backward_time: 269.7015075684, weight_update_time: 0.6122832298, other_time: 8.3055725098
epoch time: 42.0106697083s, input_fired_time: 0.9794444442, output_fired_time: 0.0000000000, propagate_forward_time: 39.5561408997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4750862122
validation[          , genome 18131] predictions:    9862/  10000 (98.62%), best:    9861/10000 (98.61%), error:       420.32147, best error:       415.32925 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 475.3904418945s, input_fired_time: 7.7230315208, output_fired_time: 7.3750147820, propagate_forward_time: 182.8475189209, propagate_backward_time: 269.2519226074, weight_update_time: 0.5885275006, other_time: 8.1929626465
epoch time: 42.0329856873s, input_fired_time: 0.9508423209, output_fired_time: 0.0000000000, propagate_forward_time: 39.6087722778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4733695984
validation[          , genome 18131] predictions:    9864/  10000 (98.64%), best:    9861/10000 (98.61%), error:       429.18121, best error:       415.32925 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 474.4303894043s, input_fired_time: 7.7087974548, output_fired_time: 7.2918710709, propagate_forward_time: 182.8840637207, propagate_backward_time: 268.3297119141, weight_update_time: 0.5924150944, other_time: 8.2159423828
epoch time: 42.0994033813s, input_fired_time: 0.9542888403, output_fired_time: 0.0000000000, propagate_forward_time: 39.6694946289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4756202698
validation[          , genome 18131] predictions:    9860/  10000 (98.60%), best:    9861/10000 (98.61%), error:       438.95065, best error:       415.32925 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 474.5578918457s, input_fired_time: 7.6781425476, output_fired_time: 7.3101506233, propagate_forward_time: 182.8119812012, propagate_backward_time: 268.4600830078, weight_update_time: 0.6059798002, other_time: 8.2975463867
epoch time: 41.8398475647s, input_fired_time: 0.9892336726, output_fired_time: 0.0000000000, propagate_forward_time: 39.3505096436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5001029968
validation[          , genome 18131] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       415.04095, best error:       415.04095 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 475.0725097656s, input_fired_time: 7.6646280289, output_fired_time: 7.3172354698, propagate_forward_time: 183.0592498779, propagate_backward_time: 268.8624267578, weight_update_time: 0.5861545205, other_time: 8.1689453125
epoch time: 41.4144630432s, input_fired_time: 0.9480101466, output_fired_time: 0.0000000000, propagate_forward_time: 39.0048484802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4616050720
validation[          , genome 18131] predictions:    9867/  10000 (98.67%), best:    9860/10000 (98.60%), error:       420.74612, best error:       415.04095 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 477.9093017578s, input_fired_time: 7.8105835915, output_fired_time: 7.5001530647, propagate_forward_time: 183.9344635010, propagate_backward_time: 270.3923950195, weight_update_time: 0.6092172265, other_time: 8.2717285156
epoch time: 41.7058982849s, input_fired_time: 0.9591944814, output_fired_time: 0.0000000000, propagate_forward_time: 39.2788543701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4678497314
validation[          , genome 18131] predictions:    9852/  10000 (98.52%), best:    9860/10000 (98.60%), error:       456.49796, best error:       415.04095 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 475.4407043457s, input_fired_time: 7.6716527939, output_fired_time: 7.3759460449, propagate_forward_time: 182.8415527344, propagate_backward_time: 269.2875366211, weight_update_time: 0.5913767219, other_time: 8.2640075684
epoch time: 42.6182250977s, input_fired_time: 1.0182971954, output_fired_time: 0.0000000000, propagate_forward_time: 40.0990257263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5009040833
validation[          , genome 18131] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       436.73526, best error:       415.04095 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 473.1541442871s, input_fired_time: 7.6444911957, output_fired_time: 7.2405915260, propagate_forward_time: 182.2224578857, propagate_backward_time: 267.8621826172, weight_update_time: 0.6076129079, other_time: 8.1843872070
epoch time: 42.1466369629s, input_fired_time: 0.9748123884, output_fired_time: 0.0000000000, propagate_forward_time: 39.6777572632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4940681458
validation[          , genome 18131] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       408.72314, best error:       408.72314 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 474.1099548340s, input_fired_time: 7.7151689529, output_fired_time: 7.3109827042, propagate_forward_time: 182.2282409668, propagate_backward_time: 268.5787353516, weight_update_time: 0.5857260227, other_time: 8.2768249512
epoch time: 42.1204872131s, input_fired_time: 0.9701864719, output_fired_time: 0.0000000000, propagate_forward_time: 39.6626777649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4876213074
validation[          , genome 18131] predictions:    9863/  10000 (98.63%), best:    9873/10000 (98.73%), error:       437.30228, best error:       408.72314 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 476.5549011230s, input_fired_time: 7.7476296425, output_fired_time: 7.4013247490, propagate_forward_time: 183.4354400635, propagate_backward_time: 269.7975158691, weight_update_time: 0.5855684876, other_time: 8.1730041504
epoch time: 41.8807220459s, input_fired_time: 0.9609123468, output_fired_time: 0.0000000000, propagate_forward_time: 39.4339065552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4859046936
validation[          , genome 18131] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       421.90103, best error:       408.72314 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 474.5289306641s, input_fired_time: 7.6699614525, output_fired_time: 7.2836952209, propagate_forward_time: 182.5100708008, propagate_backward_time: 268.7912597656, weight_update_time: 0.6073094010, other_time: 8.2739562988
epoch time: 41.5712051392s, input_fired_time: 0.9581667185, output_fired_time: 0.0000000000, propagate_forward_time: 39.1415405273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4714965820
validation[          , genome 18131] predictions:    9838/  10000 (98.38%), best:    9873/10000 (98.73%), error:       507.15610, best error:       408.72314 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 475.4790039063s, input_fired_time: 7.7273797989, output_fired_time: 7.3477425575, propagate_forward_time: 182.8276672363, propagate_backward_time: 269.3738098145, weight_update_time: 0.5916343927, other_time: 8.2023925781
epoch time: 42.3539962769s, input_fired_time: 0.9569356441, output_fired_time: 0.0000000000, propagate_forward_time: 39.9259681702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4710922241
validation[          , genome 18131] predictions:    9848/  10000 (98.48%), best:    9873/10000 (98.73%), error:       472.52509, best error:       408.72314 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 475.5055541992s, input_fired_time: 7.6814756393, output_fired_time: 7.3274607658, propagate_forward_time: 182.9611816406, propagate_backward_time: 269.3095397949, weight_update_time: 0.5933523774, other_time: 8.2258911133
epoch time: 42.2305908203s, input_fired_time: 0.9657184482, output_fired_time: 0.0000000000, propagate_forward_time: 39.7616539001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5032196045
validation[          , genome 18131] predictions:    9878/  10000 (98.78%), best:    9873/10000 (98.73%), error:       419.97873, best error:       408.72314 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 474.6012573242s, input_fired_time: 7.6391644478, output_fired_time: 7.2995247841, propagate_forward_time: 183.0158996582, propagate_backward_time: 268.4238281250, weight_update_time: 0.6282725930, other_time: 8.2228393555
epoch time: 42.7797279358s, input_fired_time: 0.9615233541, output_fired_time: 0.0000000000, propagate_forward_time: 40.3286743164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4895286560
validation[          , genome 18131] predictions:    9870/  10000 (98.70%), best:    9873/10000 (98.73%), error:       439.67560, best error:       408.72314 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 473.7572021484s, input_fired_time: 7.6447415352, output_fired_time: 7.2908282280, propagate_forward_time: 182.3971405029, propagate_backward_time: 268.2278747559, weight_update_time: 0.5914911628, other_time: 8.1966247559
epoch time: 41.6226081848s, input_fired_time: 0.9574294090, output_fired_time: 0.0000000000, propagate_forward_time: 39.1923789978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4728012085
validation[          , genome 18131] predictions:    9859/  10000 (98.59%), best:    9873/10000 (98.73%), error:       448.24405, best error:       408.72314 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 473.6853942871s, input_fired_time: 7.7337799072, output_fired_time: 7.2986383438, propagate_forward_time: 182.4100189209, propagate_backward_time: 268.0223083496, weight_update_time: 0.5893169641, other_time: 8.2206115723
epoch time: 40.9813461304s, input_fired_time: 0.9374669790, output_fired_time: 0.0000000000, propagate_forward_time: 38.5959091187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4479713440
validation[          , genome 18131] predictions:    9850/  10000 (98.50%), best:    9873/10000 (98.73%), error:       459.48343, best error:       408.72314 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 476.0762634277s, input_fired_time: 7.6538152695, output_fired_time: 7.3821587563, propagate_forward_time: 183.4168395996, propagate_backward_time: 269.3639831543, weight_update_time: 0.5944632292, other_time: 8.2594604492
epoch time: 42.6940231323s, input_fired_time: 0.9806147814, output_fired_time: 0.0000000000, propagate_forward_time: 40.1980323792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5153770447
validation[          , genome 18131] predictions:    9859/  10000 (98.59%), best:    9873/10000 (98.73%), error:       424.04208, best error:       408.72314 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 475.5581665039s, input_fired_time: 7.6867380142, output_fired_time: 7.3650221825, propagate_forward_time: 183.1316528320, propagate_backward_time: 269.1570434570, weight_update_time: 0.5854289532, other_time: 8.2177124023
epoch time: 42.0222282410s, input_fired_time: 0.9819199443, output_fired_time: 0.0000000000, propagate_forward_time: 39.5604705811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4798393250
validation[          , genome 18131] predictions:    9864/  10000 (98.64%), best:    9873/10000 (98.73%), error:       428.89337, best error:       408.72314 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 474.6222229004s, input_fired_time: 7.7135968208, output_fired_time: 7.3254275322, propagate_forward_time: 182.2287597656, propagate_backward_time: 269.1481933594, weight_update_time: 0.5866830945, other_time: 8.2062377930
epoch time: 41.7859840393s, input_fired_time: 0.9684316516, output_fired_time: 0.0000000000, propagate_forward_time: 39.3494491577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4681015015
validation[          , genome 18131] predictions:    9868/  10000 (98.68%), best:    9873/10000 (98.73%), error:       418.41922, best error:       408.72314 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 474.9387817383s, input_fired_time: 7.7144989967, output_fired_time: 7.3573145866, propagate_forward_time: 182.7274475098, propagate_backward_time: 268.9291381836, weight_update_time: 0.5867699981, other_time: 8.2103881836
epoch time: 42.0863838196s, input_fired_time: 0.9807838798, output_fired_time: 0.0000000000, propagate_forward_time: 39.5989761353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5066223145
validation[          , genome 18131] predictions:    9861/  10000 (98.61%), best:    9873/10000 (98.73%), error:       446.76709, best error:       408.72314 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 477.9783630371s, input_fired_time: 7.7496209145, output_fired_time: 7.3950934410, propagate_forward_time: 184.0187530518, propagate_backward_time: 270.5236816406, weight_update_time: 0.6114423871, other_time: 8.2911987305
epoch time: 41.5820770264s, input_fired_time: 0.9671462178, output_fired_time: 0.0000000000, propagate_forward_time: 39.1368713379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4780578613
validation[          , genome 18131] predictions:    9869/  10000 (98.69%), best:    9873/10000 (98.73%), error:       408.98773, best error:       408.72314 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 478.8097534180s, input_fired_time: 7.7790937424, output_fired_time: 7.3491683006, propagate_forward_time: 184.7385253906, propagate_backward_time: 270.5831604004, weight_update_time: 0.5983898044, other_time: 8.3598022461
epoch time: 42.6092491150s, input_fired_time: 0.9658737779, output_fired_time: 0.0000000000, propagate_forward_time: 40.1229515076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5204238892
validation[          , genome 18131] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       398.92484, best error:       398.92484 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 476.2991027832s, input_fired_time: 7.8118886948, output_fired_time: 7.3348774910, propagate_forward_time: 182.9237060547, propagate_backward_time: 270.0285949707, weight_update_time: 0.5897572637, other_time: 8.2000427246
epoch time: 41.1467552185s, input_fired_time: 0.9463057518, output_fired_time: 0.0000000000, propagate_forward_time: 38.7446937561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4557571411
validation[          , genome 18131] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       397.20963, best error:       397.20963 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 475.0534362793s, input_fired_time: 7.6945710182, output_fired_time: 7.3274903297, propagate_forward_time: 182.6701812744, propagate_backward_time: 269.1788024902, weight_update_time: 0.5901396275, other_time: 8.1824035645
epoch time: 41.3717041016s, input_fired_time: 0.9621966481, output_fired_time: 0.0000000000, propagate_forward_time: 38.9463272095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4631805420
validation[          , genome 18131] predictions:    9844/  10000 (98.44%), best:    9876/10000 (98.76%), error:       448.22598, best error:       397.20963 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 475.7530212402s, input_fired_time: 7.7105283737, output_fired_time: 7.3429350853, propagate_forward_time: 182.7669219971, propagate_backward_time: 269.7403259277, weight_update_time: 0.5867118239, other_time: 8.1922912598
epoch time: 41.4860801697s, input_fired_time: 0.9526671767, output_fired_time: 0.0000000000, propagate_forward_time: 39.0785713196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4548416138
validation[          , genome 18131] predictions:    9873/  10000 (98.73%), best:    9876/10000 (98.76%), error:       443.33295, best error:       397.20963 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 475.6810607910s, input_fired_time: 7.7525534630, output_fired_time: 7.3739681244, propagate_forward_time: 183.0724639893, propagate_backward_time: 269.2546691895, weight_update_time: 0.5875355005, other_time: 8.2273864746
epoch time: 42.3539733887s, input_fired_time: 0.9599516392, output_fired_time: 0.0000000000, propagate_forward_time: 39.9172248840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4767951965
validation[          , genome 18131] predictions:    9872/  10000 (98.72%), best:    9876/10000 (98.76%), error:       411.47409, best error:       397.20963 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 478.7067565918s, input_fired_time: 7.8144335747, output_fired_time: 7.4036998749, propagate_forward_time: 184.2437896729, propagate_backward_time: 270.9917907715, weight_update_time: 0.5859996080, other_time: 8.2530822754
epoch time: 42.0267982483s, input_fired_time: 0.9606269002, output_fired_time: 0.0000000000, propagate_forward_time: 39.5982780457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4678916931
validation[          , genome 18131] predictions:    9867/  10000 (98.67%), best:    9876/10000 (98.76%), error:       412.77820, best error:       397.20963 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 476.0324707031s, input_fired_time: 7.7095985413, output_fired_time: 7.3591108322, propagate_forward_time: 183.1816864014, propagate_backward_time: 269.5212097168, weight_update_time: 0.5969012976, other_time: 8.2608947754
epoch time: 41.9275169373s, input_fired_time: 0.9602366686, output_fired_time: 0.0000000000, propagate_forward_time: 39.5317726135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4355087280
validation[          , genome 18131] predictions:    9871/  10000 (98.71%), best:    9876/10000 (98.76%), error:       397.93524, best error:       397.20963 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 478.1018676758s, input_fired_time: 7.7815966606, output_fired_time: 7.4443364143, propagate_forward_time: 184.1625976563, propagate_backward_time: 270.4188232422, weight_update_time: 0.5976312757, other_time: 8.2945251465
epoch time: 42.3066787720s, input_fired_time: 0.9965201616, output_fired_time: 0.0000000000, propagate_forward_time: 39.8028526306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5073051453
validation[          , genome 18131] predictions:    9881/  10000 (98.81%), best:    9876/10000 (98.76%), error:       398.15744, best error:       397.20963 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 476.1877746582s, input_fired_time: 7.7529120445, output_fired_time: 7.3412790298, propagate_forward_time: 183.4075469971, propagate_backward_time: 269.4578247070, weight_update_time: 0.5870377421, other_time: 8.2282104492
epoch time: 40.9498863220s, input_fired_time: 0.9424911141, output_fired_time: 0.0000000000, propagate_forward_time: 38.5509262085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4564704895
validation[          , genome 18131] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       384.99457, best error:       384.99457 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 475.7383728027s, input_fired_time: 7.7193942070, output_fired_time: 7.4342069626, propagate_forward_time: 183.2775573730, propagate_backward_time: 269.0447692871, weight_update_time: 0.5905841589, other_time: 8.2624511719
epoch time: 42.2910804749s, input_fired_time: 0.9635954499, output_fired_time: 0.0000000000, propagate_forward_time: 39.8262214661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5012626648
validation[          , genome 18131] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       392.79678, best error:       384.99457 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 475.2987365723s, input_fired_time: 7.6600661278, output_fired_time: 7.3669323921, propagate_forward_time: 182.7755126953, propagate_backward_time: 269.3025207520, weight_update_time: 0.5934292674, other_time: 8.1936950684
epoch time: 42.1090545654s, input_fired_time: 0.9609119296, output_fired_time: 0.0000000000, propagate_forward_time: 39.6285324097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5196113586
validation[          , genome 18131] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       398.00226, best error:       384.99457 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 475.7431030273s, input_fired_time: 7.7298102379, output_fired_time: 7.3793292046, propagate_forward_time: 183.2769622803, propagate_backward_time: 269.1542968750, weight_update_time: 0.5898360610, other_time: 8.2026977539
epoch time: 42.0638618469s, input_fired_time: 0.9818071723, output_fired_time: 0.0000000000, propagate_forward_time: 39.6029930115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4790611267
validation[          , genome 18131] predictions:    9873/  10000 (98.73%), best:    9883/10000 (98.83%), error:       418.46213, best error:       384.99457 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 476.2056884766s, input_fired_time: 7.7169661522, output_fired_time: 7.4552793503, propagate_forward_time: 183.1676177979, propagate_backward_time: 269.5867919922, weight_update_time: 0.5879169106, other_time: 8.2789916992
epoch time: 42.3653831482s, input_fired_time: 0.9695833921, output_fired_time: 0.0000000000, propagate_forward_time: 39.9285240173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4672775269
validation[          , genome 18131] predictions:    9876/  10000 (98.76%), best:    9883/10000 (98.83%), error:       405.22540, best error:       384.99457 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 477.6561279297s, input_fired_time: 7.7298808098, output_fired_time: 7.3928093910, propagate_forward_time: 183.8254394531, propagate_backward_time: 270.4813537598, weight_update_time: 0.5951654911, other_time: 8.2266235352
epoch time: 42.2667617798s, input_fired_time: 0.9644345641, output_fired_time: 0.0000000000, propagate_forward_time: 39.8011550903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5011711121
validation[          , genome 18131] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       401.03699, best error:       384.99457 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 475.3277587891s, input_fired_time: 7.6681036949, output_fired_time: 7.3337783813, propagate_forward_time: 183.0480346680, propagate_backward_time: 269.0759887695, weight_update_time: 0.5866715908, other_time: 8.2018737793
epoch time: 41.8911132813s, input_fired_time: 0.9684742093, output_fired_time: 0.0000000000, propagate_forward_time: 39.4416275024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4810104370
validation[          , genome 18131] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       437.22083, best error:       384.99457 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 477.1412353516s, input_fired_time: 7.7900080681, output_fired_time: 7.3425512314, propagate_forward_time: 183.5375366211, propagate_backward_time: 270.2607116699, weight_update_time: 0.6122164726, other_time: 8.2104187012
epoch time: 42.0767250061s, input_fired_time: 0.9706461430, output_fired_time: 0.0000000000, propagate_forward_time: 39.6290855408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4769935608
validation[          , genome 18131] predictions:    9866/  10000 (98.66%), best:    9883/10000 (98.83%), error:       417.19470, best error:       384.99457 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 476.2171325684s, input_fired_time: 7.7368335724, output_fired_time: 7.3959741592, propagate_forward_time: 183.5603179932, propagate_backward_time: 269.2861328125, weight_update_time: 0.5884608030, other_time: 8.2378540039
epoch time: 41.2127380371s, input_fired_time: 0.9532238841, output_fired_time: 0.0000000000, propagate_forward_time: 38.8072013855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4523124695
validation[          , genome 18131] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       402.68008, best error:       384.99457 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 477.2596435547s, input_fired_time: 7.7440137863, output_fired_time: 7.3366394043, propagate_forward_time: 183.7685089111, propagate_backward_time: 270.1073608398, weight_update_time: 0.5912714005, other_time: 8.3031005859
epoch time: 42.5115432739s, input_fired_time: 0.9570338130, output_fired_time: 0.0000000000, propagate_forward_time: 40.0811462402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4733619690
validation[          , genome 18131] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       462.30771, best error:       384.99457 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 478.7189636230s, input_fired_time: 7.7746987343, output_fired_time: 7.4419932365, propagate_forward_time: 184.2315216064, propagate_backward_time: 271.0156555176, weight_update_time: 0.5972068906, other_time: 8.2550964355
epoch time: 41.5632019043s, input_fired_time: 0.9733288288, output_fired_time: 0.0000000000, propagate_forward_time: 39.1240005493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4658737183
validation[          , genome 18131] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       421.70248, best error:       384.99457 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 476.2408447266s, input_fired_time: 7.7016644478, output_fired_time: 7.3829631805, propagate_forward_time: 183.0644836426, propagate_backward_time: 269.8590393066, weight_update_time: 0.5958724618, other_time: 8.2326965332
epoch time: 42.7735519409s, input_fired_time: 0.9651616812, output_fired_time: 0.0000000000, propagate_forward_time: 40.2907905579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5176010132
validation[          , genome 18131] predictions:    9873/  10000 (98.73%), best:    9883/10000 (98.83%), error:       420.28351, best error:       384.99457 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 475.2478027344s, input_fired_time: 7.7120757103, output_fired_time: 7.3619680405, propagate_forward_time: 183.0674285889, propagate_backward_time: 268.9776611328, weight_update_time: 0.5861209035, other_time: 8.1286621094
epoch time: 41.7869148254s, input_fired_time: 0.9619461298, output_fired_time: 0.0000000000, propagate_forward_time: 39.3415985107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4833717346
validation[          , genome 18131] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       410.00455, best error:       384.99457 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 478.7504577637s, input_fired_time: 7.8136162758, output_fired_time: 7.3903293610, propagate_forward_time: 184.0571289063, propagate_backward_time: 271.2260742188, weight_update_time: 0.5896488428, other_time: 8.2633056641
epoch time: 42.2615394592s, input_fired_time: 0.9609239101, output_fired_time: 0.0000000000, propagate_forward_time: 39.8014488220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4991683960
validation[          , genome 18131] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       412.32910, best error:       384.99457 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 478.2184448242s, input_fired_time: 7.7330040932, output_fired_time: 7.3453307152, propagate_forward_time: 184.1561584473, propagate_backward_time: 270.7506103516, weight_update_time: 0.5888171792, other_time: 8.2333374023
epoch time: 41.4435348511s, input_fired_time: 0.9611862302, output_fired_time: 0.0000000000, propagate_forward_time: 39.0301818848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4521675110
validation[          , genome 18131] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       415.64355, best error:       384.99457 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 480.3711547852s, input_fired_time: 7.7491903305, output_fired_time: 7.3457036018, propagate_forward_time: 185.3409118652, propagate_backward_time: 271.5405273438, weight_update_time: 0.5905306339, other_time: 8.3948364258
epoch time: 42.2989273071s, input_fired_time: 0.9776339531, output_fired_time: 0.0000000000, propagate_forward_time: 39.8216667175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4996261597
validation[          , genome 18131] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       398.79648, best error:       384.99457 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 479.6274414063s, input_fired_time: 7.7334127426, output_fired_time: 7.4105653763, propagate_forward_time: 184.6598358154, propagate_backward_time: 271.5091247559, weight_update_time: 0.5877360106, other_time: 8.3145446777
epoch time: 42.5884971619s, input_fired_time: 0.9931159019, output_fired_time: 0.0000000000, propagate_forward_time: 40.0941886902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5011940002
validation[          , genome 18131] predictions:    9871/  10000 (98.71%), best:    9883/10000 (98.83%), error:       407.70929, best error:       384.99457 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 476.5763854980s, input_fired_time: 7.7104763985, output_fired_time: 7.3071231842, propagate_forward_time: 183.6001281738, propagate_backward_time: 269.6749877930, weight_update_time: 0.6010443568, other_time: 8.2836608887
epoch time: 42.5127639771s, input_fired_time: 0.9663547873, output_fired_time: 0.0000000000, propagate_forward_time: 40.0095024109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5369071960
validation[          , genome 18131] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       413.06625, best error:       384.99457 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: 210.6834106445s, input_fired_time: 4.8770823479, output_fired_time: 0.0000000000, propagate_forward_time: 198.3145294189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4918060303
best training[          , genome 18131] predictions:   49995/  50000 (99.99%), best:    9883/10000 (98.83%), error:       175.66536, best error:       384.99457 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: 41.9223098755s, input_fired_time: 0.9545505643, output_fired_time: 0.0000000000, propagate_forward_time: 39.4997329712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4680252075
   testing[          , genome 18131] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       401.23441, best error:       384.99457 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:19:24 (12756): called boinc_finish(0)

</stderr_txt>
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