Nameexact_genome_1512568488_45_7104_1
Workunit2606791
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:59:28 UTC
Report deadline18 Dec 2017, 11:33:08 UTC
Received8 Dec 2017, 10:07:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 5 min 53 sec
CPU time3 hours 5 min 47 sec
Validate stateValid
Credit2,620.43
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.48 MB
Peak swap size153.21 MB
Peak disk usage1.35 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
weight_decay: 0.0002566710

epoch time: 100.1461181641s, input_fired_time: 1.0092829466, output_fired_time: 0.6556475759, propagate_forward_time: 40.2315063477, propagate_backward_time: 56.3337173462, weight_update_time: 0.0984596834, other_time: 1.9159622192
epoch time: 8.4287605286s, input_fired_time: 0.1047467664, output_fired_time: 0.0000000000, propagate_forward_time: 7.9946794510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293342590
validation[          , genome  7104] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       860.36572, best error:       809.68762 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 100.8857727051s, input_fired_time: 1.0121576786, output_fired_time: 0.6501591802, propagate_forward_time: 40.4719657898, propagate_backward_time: 56.8357582092, weight_update_time: 0.0994805247, other_time: 1.9157257080
epoch time: 8.5057325363s, input_fired_time: 0.1058188379, output_fired_time: 0.0000000000, propagate_forward_time: 8.0688753128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310384750
validation[          , genome  7104] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       922.85284, best error:       809.68762 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 100.8731613159s, input_fired_time: 1.0179891586, output_fired_time: 0.6539970636, propagate_forward_time: 40.5160713196, propagate_backward_time: 56.7514305115, weight_update_time: 0.1009222716, other_time: 1.9336700439
epoch time: 8.4681797028s, input_fired_time: 0.1080760211, output_fired_time: 0.0000000000, propagate_forward_time: 8.0235996246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365039825
validation[          , genome  7104] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       798.17590, best error:       798.17590 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 99.7057113647s, input_fired_time: 1.0193672180, output_fired_time: 0.6506059170, propagate_forward_time: 39.9180603027, propagate_backward_time: 56.1770744324, weight_update_time: 0.1007362455, other_time: 1.9406013489
epoch time: 8.8035554886s, input_fired_time: 0.1123949587, output_fired_time: 0.0000000000, propagate_forward_time: 8.3384532928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527069092
validation[          , genome  7104] predictions:    9679/  10000 (96.79%), best:    9751/10000 (97.51%), error:      1062.67163, best error:       798.17590 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 102.4663238525s, input_fired_time: 1.0328627825, output_fired_time: 0.6592092514, propagate_forward_time: 41.1356201172, propagate_backward_time: 57.6936531067, weight_update_time: 0.1011683494, other_time: 1.9449806213
epoch time: 9.2121200562s, input_fired_time: 0.1141745672, output_fired_time: 0.0000000000, propagate_forward_time: 8.7417135239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562316895
validation[          , genome  7104] predictions:    9758/  10000 (97.58%), best:    9751/10000 (97.51%), error:       808.86359, best error:       798.17590 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 100.3397903442s, input_fired_time: 1.0188708305, output_fired_time: 0.6451982856, propagate_forward_time: 40.2071990967, propagate_backward_time: 56.5710144043, weight_update_time: 0.0981150046, other_time: 1.8975143433
epoch time: 8.4353046417s, input_fired_time: 0.1060990617, output_fired_time: 0.0000000000, propagate_forward_time: 7.9933972359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358082771
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       751.83844, best error:       751.83844 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 99.5298461914s, input_fired_time: 1.0180242062, output_fired_time: 0.6364093423, propagate_forward_time: 39.8417510986, propagate_backward_time: 56.1241188049, weight_update_time: 0.0978034958, other_time: 1.9095497131
epoch time: 8.3688373566s, input_fired_time: 0.1076246351, output_fired_time: 0.0000000000, propagate_forward_time: 7.9238514900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373608589
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9766/10000 (97.66%), error:       769.51691, best error:       751.83844 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.0896377563s, input_fired_time: 1.0431679487, output_fired_time: 0.6505076885, propagate_forward_time: 40.9171791077, propagate_backward_time: 57.5484046936, weight_update_time: 0.0997268036, other_time: 1.9303817749
epoch time: 9.5681991577s, input_fired_time: 0.1216929257, output_fired_time: 0.0000000000, propagate_forward_time: 9.0691785812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773279190
validation[          , genome  7104] predictions:    9733/  10000 (97.33%), best:    9766/10000 (97.66%), error:       843.59344, best error:       751.83844 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 100.9979095459s, input_fired_time: 1.0299088955, output_fired_time: 0.6432024240, propagate_forward_time: 40.6828346252, propagate_backward_time: 56.7418251038, weight_update_time: 0.0987633616, other_time: 1.9001388550
epoch time: 8.5507011414s, input_fired_time: 0.1075865179, output_fired_time: 0.0000000000, propagate_forward_time: 8.1131143570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299999237
validation[          , genome  7104] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       751.40637, best error:       751.40637 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 101.3387527466s, input_fired_time: 1.0314821005, output_fired_time: 0.6492944956, propagate_forward_time: 40.6326179504, propagate_backward_time: 57.1156196594, weight_update_time: 0.0984367654, other_time: 1.9097442627
epoch time: 8.5869674683s, input_fired_time: 0.1079004183, output_fired_time: 0.0000000000, propagate_forward_time: 8.1503791809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286876678
validation[          , genome  7104] predictions:    9717/  10000 (97.17%), best:    9771/10000 (97.71%), error:       848.41284, best error:       751.40637 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 100.9145965576s, input_fired_time: 1.0247039795, output_fired_time: 0.6510672569, propagate_forward_time: 40.5570869446, propagate_backward_time: 56.7714462280, weight_update_time: 0.0983158350, other_time: 1.9102897644
epoch time: 8.8974285126s, input_fired_time: 0.1098814830, output_fired_time: 0.0000000000, propagate_forward_time: 8.4456195831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419275284
validation[          , genome  7104] predictions:    9714/  10000 (97.14%), best:    9771/10000 (97.71%), error:       913.76251, best error:       751.40637 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 100.6302795410s, input_fired_time: 1.0227987766, output_fired_time: 0.6472920775, propagate_forward_time: 40.3704299927, propagate_backward_time: 56.6913337708, weight_update_time: 0.0976952463, other_time: 1.8984260559
epoch time: 8.4372472763s, input_fired_time: 0.1059699357, output_fired_time: 0.0000000000, propagate_forward_time: 8.0017681122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295087814
validation[          , genome  7104] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       724.09949, best error:       724.09949 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 100.4835052490s, input_fired_time: 1.0232315063, output_fired_time: 0.6487483382, propagate_forward_time: 40.3606758118, propagate_backward_time: 56.5663948059, weight_update_time: 0.0979444981, other_time: 1.8844528198
epoch time: 8.3938894272s, input_fired_time: 0.1071139947, output_fired_time: 0.0000000000, propagate_forward_time: 7.9575200081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292555809
validation[          , genome  7104] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       723.53485, best error:       723.53485 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.6697463989s, input_fired_time: 1.0149730444, output_fired_time: 0.6429197192, propagate_forward_time: 40.0201072693, propagate_backward_time: 56.1378021240, weight_update_time: 0.0970551446, other_time: 1.8539390564
epoch time: 8.7283353806s, input_fired_time: 0.1095320135, output_fired_time: 0.0000000000, propagate_forward_time: 8.2830009460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358020782
validation[          , genome  7104] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       700.06378, best error:       700.06378 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 101.0023345947s, input_fired_time: 1.0464205742, output_fired_time: 0.6465559602, propagate_forward_time: 40.5753097534, propagate_backward_time: 56.7902603149, weight_update_time: 0.1013847291, other_time: 1.9437942505
epoch time: 8.5075111389s, input_fired_time: 0.1075791195, output_fired_time: 0.0000000000, propagate_forward_time: 8.0644216537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355102539
validation[          , genome  7104] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       807.01569, best error:       700.06378 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 101.7981414795s, input_fired_time: 1.0357177258, output_fired_time: 0.6589031816, propagate_forward_time: 40.8393859863, propagate_backward_time: 57.3050880432, weight_update_time: 0.0994630828, other_time: 1.9590415955
epoch time: 8.4603862762s, input_fired_time: 0.1076285839, output_fired_time: 0.0000000000, propagate_forward_time: 8.0218200684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309373856
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9773/10000 (97.73%), error:       720.69281, best error:       700.06378 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.6892089844s, input_fired_time: 1.0333989859, output_fired_time: 0.6559264660, propagate_forward_time: 40.8719177246, propagate_backward_time: 57.1613807678, weight_update_time: 0.0997654423, other_time: 1.9665794373
epoch time: 8.4513750076s, input_fired_time: 0.1080829576, output_fired_time: 0.0000000000, propagate_forward_time: 7.9962339401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470582962
validation[          , genome  7104] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       851.38824, best error:       700.06378 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 103.1677627563s, input_fired_time: 1.0462580919, output_fired_time: 0.6546589732, propagate_forward_time: 41.3145446777, propagate_backward_time: 58.2134246826, weight_update_time: 0.1004274338, other_time: 1.9388809204
epoch time: 8.6119346619s, input_fired_time: 0.1095616594, output_fired_time: 0.0000000000, propagate_forward_time: 8.1674470901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349256516
validation[          , genome  7104] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       694.19165, best error:       694.19165 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.3249893188s, input_fired_time: 1.0388631821, output_fired_time: 0.6436088085, propagate_forward_time: 40.5698547363, propagate_backward_time: 57.1641273499, weight_update_time: 0.0990174115, other_time: 1.9085350037
epoch time: 8.9015359879s, input_fired_time: 0.1100652367, output_fired_time: 0.0000000000, propagate_forward_time: 8.4519252777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395452499
validation[          , genome  7104] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       689.06769, best error:       689.06769 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 101.4989089966s, input_fired_time: 1.0305662155, output_fired_time: 0.6552382708, propagate_forward_time: 40.6904602051, propagate_backward_time: 57.2492561340, weight_update_time: 0.0987479985, other_time: 1.8733940125
epoch time: 8.3064002991s, input_fired_time: 0.1057912707, output_fired_time: 0.0000000000, propagate_forward_time: 7.8782100677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223991394
validation[          , genome  7104] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       676.18561, best error:       676.18561 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.9116592407s, input_fired_time: 1.0228660107, output_fired_time: 0.6347028613, propagate_forward_time: 39.7887878418, propagate_backward_time: 55.5962562561, weight_update_time: 0.0982333571, other_time: 1.8690452576
epoch time: 8.2912616730s, input_fired_time: 0.1069316566, output_fired_time: 0.0000000000, propagate_forward_time: 7.8526291847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317008018
validation[          , genome  7104] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       716.06567, best error:       676.18561 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 100.2421035767s, input_fired_time: 1.0231066942, output_fired_time: 0.6434553862, propagate_forward_time: 40.2135925293, propagate_backward_time: 56.4717826843, weight_update_time: 0.0981380567, other_time: 1.8901634216
epoch time: 8.3941602707s, input_fired_time: 0.1071768180, output_fired_time: 0.0000000000, propagate_forward_time: 7.9603013992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266820908
validation[          , genome  7104] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       649.19470, best error:       649.19470 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 101.4596099854s, input_fired_time: 1.0335949659, output_fired_time: 0.6507313251, propagate_forward_time: 40.5518112183, propagate_backward_time: 57.3200721741, weight_update_time: 0.0987204239, other_time: 1.9034004211
epoch time: 8.6352558136s, input_fired_time: 0.1098038405, output_fired_time: 0.0000000000, propagate_forward_time: 8.1860561371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393955231
validation[          , genome  7104] predictions:    9746/  10000 (97.46%), best:    9800/10000 (98.00%), error:       819.77356, best error:       649.19470 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 100.2737274170s, input_fired_time: 1.0300182104, output_fired_time: 0.6444423795, propagate_forward_time: 40.2278366089, propagate_backward_time: 56.4763221741, weight_update_time: 0.0986491293, other_time: 1.8951072693
epoch time: 8.4837608337s, input_fired_time: 0.1089992449, output_fired_time: 0.0000000000, propagate_forward_time: 8.0440282822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307332993
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9800/10000 (98.00%), error:       819.85016, best error:       649.19470 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 100.4680175781s, input_fired_time: 1.0356358290, output_fired_time: 0.6452318430, propagate_forward_time: 40.3559989929, propagate_backward_time: 56.5341682434, weight_update_time: 0.0983769298, other_time: 1.8969802856
epoch time: 9.0050363541s, input_fired_time: 0.1175697297, output_fired_time: 0.0000000000, propagate_forward_time: 8.5162611008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712053299
validation[          , genome  7104] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       737.88062, best error:       649.19470 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 99.6743621826s, input_fired_time: 1.0289288759, output_fired_time: 0.6415461302, propagate_forward_time: 40.0245437622, propagate_backward_time: 56.1134529114, weight_update_time: 0.0977875069, other_time: 1.8658866882
epoch time: 8.3020343781s, input_fired_time: 0.1070077121, output_fired_time: 0.0000000000, propagate_forward_time: 7.8693575859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256688118
validation[          , genome  7104] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       667.02551, best error:       649.19470 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 103.8821640015s, input_fired_time: 1.0678474903, output_fired_time: 0.6578878164, propagate_forward_time: 41.7901763916, propagate_backward_time: 58.3921432495, weight_update_time: 0.1038359180, other_time: 1.9741058350
epoch time: 8.5835418701s, input_fired_time: 0.1161233485, output_fired_time: 0.0000000000, propagate_forward_time: 8.1169252396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504934311
validation[          , genome  7104] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       792.27344, best error:       649.19470 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 100.3406524658s, input_fired_time: 1.0384781361, output_fired_time: 0.6418316960, propagate_forward_time: 40.2122612000, propagate_backward_time: 56.5371246338, weight_update_time: 0.0982026681, other_time: 1.9109611511
epoch time: 8.4808349609s, input_fired_time: 0.1089321002, output_fired_time: 0.0000000000, propagate_forward_time: 8.0394315720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324708939
validation[          , genome  7104] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       639.95386, best error:       639.95386 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 100.8397903442s, input_fired_time: 1.0393098593, output_fired_time: 0.6486689448, propagate_forward_time: 40.4388580322, propagate_backward_time: 56.8096389771, weight_update_time: 0.0982331112, other_time: 1.9033203125
epoch time: 8.4627094269s, input_fired_time: 0.1078193337, output_fired_time: 0.0000000000, propagate_forward_time: 8.0237112045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311786652
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       725.47327, best error:       639.95386 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 99.2950057983s, input_fired_time: 1.0236707926, output_fired_time: 0.6476092935, propagate_forward_time: 39.8731956482, propagate_backward_time: 55.8611335754, weight_update_time: 0.0981518701, other_time: 1.8893966675
epoch time: 8.3816413879s, input_fired_time: 0.1077512205, output_fired_time: 0.0000000000, propagate_forward_time: 7.9478321075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260583878
validation[          , genome  7104] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       693.02087, best error:       639.95386 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 100.2095413208s, input_fired_time: 1.0388989449, output_fired_time: 0.6459082365, propagate_forward_time: 40.2652969360, propagate_backward_time: 56.3436164856, weight_update_time: 0.0989570096, other_time: 1.9158210754
epoch time: 8.3043432236s, input_fired_time: 0.1087225750, output_fired_time: 0.0000000000, propagate_forward_time: 7.8680396080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275809288
validation[          , genome  7104] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       715.77118, best error:       639.95386 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 99.8466949463s, input_fired_time: 1.0331939459, output_fired_time: 0.6458097696, propagate_forward_time: 40.0732727051, propagate_backward_time: 56.1972732544, weight_update_time: 0.0984148383, other_time: 1.8971405029
epoch time: 9.3257198334s, input_fired_time: 0.1178136244, output_fired_time: 0.0000000000, propagate_forward_time: 8.8492879868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586177826
validation[          , genome  7104] predictions:    9747/  10000 (97.47%), best:    9805/10000 (98.05%), error:       820.67151, best error:       639.95386 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 99.9562072754s, input_fired_time: 1.0598303080, output_fired_time: 0.6424300671, propagate_forward_time: 40.0097770691, propagate_backward_time: 56.2010116577, weight_update_time: 0.1042198166, other_time: 2.0431556702
epoch time: 8.3865890503s, input_fired_time: 0.1143843457, output_fired_time: 0.0000000000, propagate_forward_time: 7.9292821884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429222107
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9805/10000 (98.05%), error:       764.70667, best error:       639.95386 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 100.9963302612s, input_fired_time: 1.0451488495, output_fired_time: 0.6515519023, propagate_forward_time: 40.4838027954, propagate_backward_time: 56.8976364136, weight_update_time: 0.0988760740, other_time: 1.9181900024
epoch time: 8.5218009949s, input_fired_time: 0.1107059494, output_fired_time: 0.0000000000, propagate_forward_time: 8.0752220154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358726501
validation[          , genome  7104] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       688.11896, best error:       639.95386 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 100.1795120239s, input_fired_time: 1.0411201715, output_fired_time: 0.6469419003, propagate_forward_time: 40.2112846375, propagate_backward_time: 56.3796119690, weight_update_time: 0.0974763185, other_time: 1.9005508423
epoch time: 8.5343999863s, input_fired_time: 0.1108382642, output_fired_time: 0.0000000000, propagate_forward_time: 8.0912637711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322982788
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       690.13080, best error:       639.95386 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 102.1195220947s, input_fired_time: 1.0550796986, output_fired_time: 0.6544898152, propagate_forward_time: 41.0137977600, propagate_backward_time: 57.4595146179, weight_update_time: 0.1010354608, other_time: 1.9366455078
epoch time: 8.2797775269s, input_fired_time: 0.1083981022, output_fired_time: 0.0000000000, propagate_forward_time: 7.8419275284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294515610
validation[          , genome  7104] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       695.82916, best error:       639.95386 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.8419113159s, input_fired_time: 1.0303819180, output_fired_time: 0.6393352151, propagate_forward_time: 39.6835861206, propagate_backward_time: 55.6252174377, weight_update_time: 0.0971551463, other_time: 1.8633918762
epoch time: 9.1896038055s, input_fired_time: 0.1216132790, output_fired_time: 0.0000000000, propagate_forward_time: 8.7038908005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640995026
validation[          , genome  7104] predictions:    9769/  10000 (97.69%), best:    9805/10000 (98.05%), error:       725.93451, best error:       639.95386 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.0303497314s, input_fired_time: 1.0535881519, output_fired_time: 0.6483647227, propagate_forward_time: 40.4678268433, propagate_backward_time: 56.9477996826, weight_update_time: 0.0989404619, other_time: 1.9127731323
epoch time: 11.1229286194s, input_fired_time: 0.1346596479, output_fired_time: 0.0000000000, propagate_forward_time: 10.5803852081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078836441
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9805/10000 (98.05%), error:       739.72729, best error:       639.95386 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.0039978027s, input_fired_time: 1.0572760105, output_fired_time: 0.6549824476, propagate_forward_time: 41.3689613342, propagate_backward_time: 57.9997138977, weight_update_time: 0.1006340832, other_time: 1.9230651855
epoch time: 8.5181121826s, input_fired_time: 0.1101941168, output_fired_time: 0.0000000000, propagate_forward_time: 8.0759649277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319530487
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       731.40466, best error:       639.95386 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 102.0454177856s, input_fired_time: 1.0552208424, output_fired_time: 0.6484712362, propagate_forward_time: 40.8194465637, propagate_backward_time: 57.5973243713, weight_update_time: 0.0996392146, other_time: 1.9249572754
epoch time: 8.9933166504s, input_fired_time: 0.1173345000, output_fired_time: 0.0000000000, propagate_forward_time: 8.5328178406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431644440
validation[          , genome  7104] predictions:    9731/  10000 (97.31%), best:    9805/10000 (98.05%), error:       837.96326, best error:       639.95386 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 101.1034317017s, input_fired_time: 1.0492122173, output_fired_time: 0.6496016979, propagate_forward_time: 40.6409225464, propagate_backward_time: 56.8626213074, weight_update_time: 0.0987761095, other_time: 1.9010734558
epoch time: 8.6513290405s, input_fired_time: 0.1125355959, output_fired_time: 0.0000000000, propagate_forward_time: 8.1979627609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408308029
validation[          , genome  7104] predictions:    9759/  10000 (97.59%), best:    9805/10000 (98.05%), error:       769.08789, best error:       639.95386 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 99.0963058472s, input_fired_time: 1.0375735760, output_fired_time: 0.6426829100, propagate_forward_time: 39.7166366577, propagate_backward_time: 55.8349494934, weight_update_time: 0.0969830900, other_time: 1.8644599915
epoch time: 8.2652120590s, input_fired_time: 0.1079673320, output_fired_time: 0.0000000000, propagate_forward_time: 7.8342332840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230113983
validation[          , genome  7104] predictions:    9754/  10000 (97.54%), best:    9805/10000 (98.05%), error:       842.37427, best error:       639.95386 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.2826232910s, input_fired_time: 1.0371376276, output_fired_time: 0.6374540329, propagate_forward_time: 39.8165931702, propagate_backward_time: 55.9301109314, weight_update_time: 0.0970111638, other_time: 1.8613281250
epoch time: 8.3053836823s, input_fired_time: 0.1080181524, output_fired_time: 0.0000000000, propagate_forward_time: 7.8739738464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233919144
validation[          , genome  7104] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       740.78748, best error:       639.95386 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 103.3483886719s, input_fired_time: 1.0697194338, output_fired_time: 0.6597967744, propagate_forward_time: 41.4823150635, propagate_backward_time: 58.2059478760, weight_update_time: 0.1006647646, other_time: 1.9306106567
epoch time: 8.7264432907s, input_fired_time: 0.1154922172, output_fired_time: 0.0000000000, propagate_forward_time: 8.2704095840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405418396
validation[          , genome  7104] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       714.09326, best error:       639.95386 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 100.1833038330s, input_fired_time: 1.0772781372, output_fired_time: 0.6449937224, propagate_forward_time: 40.1146850586, propagate_backward_time: 56.3042182922, weight_update_time: 0.1054738909, other_time: 2.0421257019
epoch time: 8.3064374924s, input_fired_time: 0.1153365597, output_fired_time: 0.0000000000, propagate_forward_time: 7.8476810455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434200287
validation[          , genome  7104] predictions:    9762/  10000 (97.62%), best:    9805/10000 (98.05%), error:       714.37408, best error:       639.95386 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 101.1320114136s, input_fired_time: 1.0532603264, output_fired_time: 0.6498582363, propagate_forward_time: 40.5348243713, propagate_backward_time: 56.9775238037, weight_update_time: 0.0990874395, other_time: 1.9165458679
epoch time: 8.7482624054s, input_fired_time: 0.1131268293, output_fired_time: 0.0000000000, propagate_forward_time: 8.2979145050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372211456
validation[          , genome  7104] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       726.74725, best error:       639.95386 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 100.3893356323s, input_fired_time: 1.0478652716, output_fired_time: 0.6517733932, propagate_forward_time: 40.2000999451, propagate_backward_time: 56.5878486633, weight_update_time: 0.0983988941, other_time: 1.9017486572
epoch time: 8.4828720093s, input_fired_time: 0.1118723825, output_fired_time: 0.0000000000, propagate_forward_time: 8.0368041992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341951370
validation[          , genome  7104] predictions:    9769/  10000 (97.69%), best:    9805/10000 (98.05%), error:       779.57990, best error:       639.95386 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 100.1294860840s, input_fired_time: 1.0447311401, output_fired_time: 0.6459177136, propagate_forward_time: 40.0502586365, propagate_backward_time: 56.5186538696, weight_update_time: 0.0975240543, other_time: 1.8699226379
epoch time: 10.3818302155s, input_fired_time: 0.1287882328, output_fired_time: 0.0000000000, propagate_forward_time: 9.8729190826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801231384
validation[          , genome  7104] predictions:    9771/  10000 (97.71%), best:    9805/10000 (98.05%), error:       693.04938, best error:       639.95386 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 102.9050903320s, input_fired_time: 1.0750817060, output_fired_time: 0.6533229351, propagate_forward_time: 41.3583946228, propagate_backward_time: 57.8827667236, weight_update_time: 0.1001681387, other_time: 1.9355278015
epoch time: 9.2673549652s, input_fired_time: 0.1182491109, output_fired_time: 0.0000000000, propagate_forward_time: 8.7956075668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534984589
validation[          , genome  7104] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       655.82465, best error:       639.95386 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.3539657593s, input_fired_time: 1.1041285992, output_fired_time: 0.6869222522, propagate_forward_time: 43.4618415833, propagate_backward_time: 61.0738677979, weight_update_time: 0.1068431213, other_time: 2.0272102356
epoch time: 10.5899648666s, input_fired_time: 0.1312617362, output_fired_time: 0.0000000000, propagate_forward_time: 10.0750246048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836784363
validation[          , genome  7104] predictions:    9773/  10000 (97.73%), best:    9805/10000 (98.05%), error:       770.72211, best error:       639.95386 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.1992950439s, input_fired_time: 1.0713980198, output_fired_time: 0.6336714625, propagate_forward_time: 39.3225212097, propagate_backward_time: 55.1734962463, weight_update_time: 0.1051359922, other_time: 1.9982070923
epoch time: 8.2709493637s, input_fired_time: 0.1157512516, output_fired_time: 0.0000000000, propagate_forward_time: 7.8147187233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404793739
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9805/10000 (98.05%), error:       712.56897, best error:       639.95386 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 99.0392532349s, input_fired_time: 1.0745490789, output_fired_time: 0.6381347775, propagate_forward_time: 39.6759872437, propagate_backward_time: 55.5875053406, weight_update_time: 0.1084885672, other_time: 2.0630760193
epoch time: 8.3849124908s, input_fired_time: 0.1180022508, output_fired_time: 0.0000000000, propagate_forward_time: 7.9223494530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445611000
validation[          , genome  7104] predictions:    9801/  10000 (98.01%), best:    9805/10000 (98.05%), error:       699.10590, best error:       639.95386 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.4016189575s, input_fired_time: 1.0681422949, output_fired_time: 0.6335595846, propagate_forward_time: 39.4152641296, propagate_backward_time: 55.2562103271, weight_update_time: 0.1048973650, other_time: 2.0284385681
epoch time: 8.3848848343s, input_fired_time: 0.1160626188, output_fired_time: 0.0000000000, propagate_forward_time: 7.9204812050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483414650
validation[          , genome  7104] predictions:    9755/  10000 (97.55%), best:    9805/10000 (98.05%), error:       794.52063, best error:       639.95386 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.2469940186s, input_fired_time: 1.0752815008, output_fired_time: 0.6379541159, propagate_forward_time: 39.7901840210, propagate_backward_time: 55.7250595093, weight_update_time: 0.1051783040, other_time: 2.0185165405
epoch time: 8.2794094086s, input_fired_time: 0.1155718043, output_fired_time: 0.0000000000, propagate_forward_time: 7.8152480125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485894203
validation[          , genome  7104] predictions:    9750/  10000 (97.50%), best:    9805/10000 (98.05%), error:       819.72955, best error:       639.95386 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.7542343140s, input_fired_time: 1.0782465935, output_fired_time: 0.6463648081, propagate_forward_time: 39.9651107788, propagate_backward_time: 56.0303039551, weight_update_time: 0.1056153700, other_time: 2.0342102051
epoch time: 8.3004179001s, input_fired_time: 0.1147004366, output_fired_time: 0.0000000000, propagate_forward_time: 7.8462371826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394804001
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       733.15668, best error:       639.95386 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.9953079224s, input_fired_time: 1.1032447815, output_fired_time: 0.6611098051, propagate_forward_time: 41.7745857239, propagate_backward_time: 58.3992004395, weight_update_time: 0.1072698012, other_time: 2.0571632385
epoch time: 8.2672967911s, input_fired_time: 0.1152584627, output_fired_time: 0.0000000000, propagate_forward_time: 7.8128190041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392195702
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       718.39429, best error:       639.95386 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 97.6913681030s, input_fired_time: 1.0695205927, output_fired_time: 0.6305782795, propagate_forward_time: 39.1151084900, propagate_backward_time: 54.8855018616, weight_update_time: 0.1049517840, other_time: 1.9906616211
epoch time: 9.1753149033s, input_fired_time: 0.1226310804, output_fired_time: 0.0000000000, propagate_forward_time: 8.6946182251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580656052
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       779.67755, best error:       639.95386 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 104.6586532593s, input_fired_time: 1.1047487259, output_fired_time: 0.6678858399, propagate_forward_time: 42.0092773438, propagate_backward_time: 58.8223533630, weight_update_time: 0.1051227897, other_time: 2.0543861389
epoch time: 8.2950649261s, input_fired_time: 0.1163511500, output_fired_time: 0.0000000000, propagate_forward_time: 7.8403167725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383970261
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       776.91516, best error:       639.95386 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 101.9736862183s, input_fired_time: 1.0948028564, output_fired_time: 0.6507119536, propagate_forward_time: 40.8821411133, propagate_backward_time: 57.2361679077, weight_update_time: 0.1065573618, other_time: 2.1098632812
epoch time: 8.8658571243s, input_fired_time: 0.1201309562, output_fired_time: 0.0000000000, propagate_forward_time: 8.3736953735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720312119
validation[          , genome  7104] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       729.44257, best error:       639.95386 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 99.5189056396s, input_fired_time: 1.0811272860, output_fired_time: 0.6426247954, propagate_forward_time: 39.8469581604, propagate_backward_time: 55.9000701904, weight_update_time: 0.1061581671, other_time: 2.0481224060
epoch time: 8.2849006653s, input_fired_time: 0.1175280660, output_fired_time: 0.0000000000, propagate_forward_time: 7.8252506256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421220779
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       719.58917, best error:       639.95386 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 101.5817337036s, input_fired_time: 1.0876572132, output_fired_time: 0.6534157991, propagate_forward_time: 40.7653541565, propagate_backward_time: 57.0149345398, weight_update_time: 0.1064152345, other_time: 2.0603713989
epoch time: 8.6976728439s, input_fired_time: 0.1205690578, output_fired_time: 0.0000000000, propagate_forward_time: 8.2271795273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499240875
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       760.60162, best error:       639.95386 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 103.6421813965s, input_fired_time: 1.0958619118, output_fired_time: 0.6635358930, propagate_forward_time: 41.6381149292, propagate_backward_time: 58.2215576172, weight_update_time: 0.1059999913, other_time: 2.0231094360
epoch time: 8.2603912354s, input_fired_time: 0.1148384660, output_fired_time: 0.0000000000, propagate_forward_time: 7.8104658127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350868225
validation[          , genome  7104] predictions:    9734/  10000 (97.34%), best:    9805/10000 (98.05%), error:       842.97003, best error:       639.95386 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 97.8527679443s, input_fired_time: 1.0675915480, output_fired_time: 0.6316049695, propagate_forward_time: 39.1720352173, propagate_backward_time: 55.0079269409, weight_update_time: 0.1052334756, other_time: 1.9736099243
epoch time: 8.3392210007s, input_fired_time: 0.1196309850, output_fired_time: 0.0000000000, propagate_forward_time: 7.8756160736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439741135
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9805/10000 (98.05%), error:       789.70587, best error:       639.95386 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 104.3743133545s, input_fired_time: 1.0944547653, output_fired_time: 0.6619463563, propagate_forward_time: 41.9579658508, propagate_backward_time: 58.6233558655, weight_update_time: 0.1042665541, other_time: 2.0365905762
epoch time: 9.0388259888s, input_fired_time: 0.1219132096, output_fired_time: 0.0000000000, propagate_forward_time: 8.5598363876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570766449
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       723.39209, best error:       639.95386 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.5851821899s, input_fired_time: 1.1275780201, output_fired_time: 0.6892164350, propagate_forward_time: 44.0934867859, propagate_backward_time: 61.5572204590, weight_update_time: 0.1100681871, other_time: 2.1176795959
epoch time: 8.6479911804s, input_fired_time: 0.1181450412, output_fired_time: 0.0000000000, propagate_forward_time: 8.1802272797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496189117
validation[          , genome  7104] predictions:    9760/  10000 (97.60%), best:    9805/10000 (98.05%), error:       775.22552, best error:       639.95386 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 101.0626373291s, input_fired_time: 1.0795296431, output_fired_time: 0.6439290047, propagate_forward_time: 40.5506134033, propagate_backward_time: 56.8197288513, weight_update_time: 0.0984657481, other_time: 1.9688377380
epoch time: 8.3634119034s, input_fired_time: 0.1140618026, output_fired_time: 0.0000000000, propagate_forward_time: 7.9159522057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333983421
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       732.32684, best error:       639.95386 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 101.6564483643s, input_fired_time: 1.0740815401, output_fired_time: 0.6519993544, propagate_forward_time: 40.7171669006, propagate_backward_time: 57.2387771606, weight_update_time: 0.0994414017, other_time: 1.9744224548
epoch time: 8.2945098877s, input_fired_time: 0.1169731393, output_fired_time: 0.0000000000, propagate_forward_time: 7.8387641907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387727737
validation[          , genome  7104] predictions:    9808/  10000 (98.08%), best:    9805/10000 (98.05%), error:       660.73248, best error:       639.95386 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.6375198364s, input_fired_time: 1.0590573549, output_fired_time: 0.6352000237, propagate_forward_time: 39.9624404907, propagate_backward_time: 56.0535125732, weight_update_time: 0.0980724841, other_time: 1.9273071289
epoch time: 9.2632761002s, input_fired_time: 0.1204881668, output_fired_time: 0.0000000000, propagate_forward_time: 8.7881307602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546571732
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       720.13416, best error:       639.95386 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 101.4439315796s, input_fired_time: 1.0748214722, output_fired_time: 0.6461599469, propagate_forward_time: 40.7065200806, propagate_backward_time: 57.0563468933, weight_update_time: 0.0994662866, other_time: 1.9600868225
epoch time: 8.5332288742s, input_fired_time: 0.1153019741, output_fired_time: 0.0000000000, propagate_forward_time: 8.0788183212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391084671
validation[          , genome  7104] predictions:    9781/  10000 (97.81%), best:    9805/10000 (98.05%), error:       704.43359, best error:       639.95386 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 102.0761795044s, input_fired_time: 1.0826964378, output_fired_time: 0.6520199180, propagate_forward_time: 41.0718879700, propagate_backward_time: 57.2852706909, weight_update_time: 0.1005879119, other_time: 1.9843025208
epoch time: 9.1610908508s, input_fired_time: 0.1249237061, output_fired_time: 0.0000000000, propagate_forward_time: 8.6764974594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596696854
validation[          , genome  7104] predictions:    9807/  10000 (98.07%), best:    9805/10000 (98.05%), error:       650.73688, best error:       639.95386 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.8160400391s, input_fired_time: 1.0692895651, output_fired_time: 0.6434067488, propagate_forward_time: 39.9242324829, propagate_backward_time: 56.2062263489, weight_update_time: 0.0978584290, other_time: 1.9728813171
epoch time: 8.5508546829s, input_fired_time: 0.1170314476, output_fired_time: 0.0000000000, propagate_forward_time: 8.0791378021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546857834
validation[          , genome  7104] predictions:    9802/  10000 (98.02%), best:    9805/10000 (98.05%), error:       679.13678, best error:       639.95386 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.9642410278s, input_fired_time: 1.0694596767, output_fired_time: 0.6495193839, propagate_forward_time: 40.0118675232, propagate_backward_time: 56.2645759583, weight_update_time: 0.0982454196, other_time: 1.9688186646
epoch time: 8.2735776901s, input_fired_time: 0.1140206754, output_fired_time: 0.0000000000, propagate_forward_time: 7.8270983696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324589729
validation[          , genome  7104] predictions:    9792/  10000 (97.92%), best:    9805/10000 (98.05%), error:       695.49103, best error:       639.95386 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 105.0257873535s, input_fired_time: 1.0946402550, output_fired_time: 0.6710253954, propagate_forward_time: 42.1461372375, propagate_backward_time: 59.1012954712, weight_update_time: 0.1022041813, other_time: 2.0126838684
epoch time: 8.2930765152s, input_fired_time: 0.1137778610, output_fired_time: 0.0000000000, propagate_forward_time: 7.8507490158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285493851
validation[          , genome  7104] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       758.93848, best error:       639.95386 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 103.6940155029s, input_fired_time: 1.0863337517, output_fired_time: 0.6627587676, propagate_forward_time: 41.5016746521, propagate_backward_time: 58.4882850647, weight_update_time: 0.1012805924, other_time: 1.9549636841
epoch time: 8.4338607788s, input_fired_time: 0.1146993861, output_fired_time: 0.0000000000, propagate_forward_time: 7.9880056381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311557770
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9805/10000 (98.05%), error:       770.72131, best error:       639.95386 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 99.1241378784s, input_fired_time: 1.0559222698, output_fired_time: 0.6355952621, propagate_forward_time: 39.7501754761, propagate_backward_time: 55.8246650696, weight_update_time: 0.0964093432, other_time: 1.8577766418
epoch time: 8.4264411926s, input_fired_time: 0.1136173755, output_fired_time: 0.0000000000, propagate_forward_time: 7.9847273827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280968666
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       707.21906, best error:       639.95386 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 102.7463378906s, input_fired_time: 1.0824304819, output_fired_time: 0.6580771804, propagate_forward_time: 41.2684135437, propagate_backward_time: 57.7493782043, weight_update_time: 0.1009886339, other_time: 1.9880447388
epoch time: 9.0068054199s, input_fired_time: 0.1215395406, output_fired_time: 0.0000000000, propagate_forward_time: 8.5316600800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536062241
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       729.95490, best error:       639.95386 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 100.9921417236s, input_fired_time: 1.0731277466, output_fired_time: 0.6480619311, propagate_forward_time: 40.5466003418, propagate_backward_time: 56.7368087769, weight_update_time: 0.0991696268, other_time: 1.9875411987
epoch time: 8.5993490219s, input_fired_time: 0.1160203815, output_fired_time: 0.0000000000, propagate_forward_time: 8.1418161392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415126801
validation[          , genome  7104] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       703.94366, best error:       639.95386 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.2320404053s, input_fired_time: 1.0788425207, output_fired_time: 0.6530434489, propagate_forward_time: 41.0399322510, propagate_backward_time: 57.5295333862, weight_update_time: 0.1002143174, other_time: 1.9306869507
epoch time: 8.7480096817s, input_fired_time: 0.1176686659, output_fired_time: 0.0000000000, propagate_forward_time: 8.2875022888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428382874
validation[          , genome  7104] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       673.16895, best error:       639.95386 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.3149566650s, input_fired_time: 1.0659477711, output_fired_time: 0.6571641564, propagate_forward_time: 41.0467414856, propagate_backward_time: 57.6209716797, weight_update_time: 0.1004258245, other_time: 1.9241294861
epoch time: 8.4519128799s, input_fired_time: 0.1126499549, output_fired_time: 0.0000000000, propagate_forward_time: 8.0106811523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285818100
validation[          , genome  7104] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       748.80548, best error:       639.95386 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 101.8166503906s, input_fired_time: 1.0587007999, output_fired_time: 0.6504374743, propagate_forward_time: 40.8841323853, propagate_backward_time: 57.3147354126, weight_update_time: 0.0996212736, other_time: 1.9086456299
epoch time: 8.6990299225s, input_fired_time: 0.1163823232, output_fired_time: 0.0000000000, propagate_forward_time: 8.2503128052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323345184
validation[          , genome  7104] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       680.62494, best error:       639.95386 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 100.8255233765s, input_fired_time: 1.0558055639, output_fired_time: 0.6489967108, propagate_forward_time: 40.4576835632, propagate_backward_time: 56.8027572632, weight_update_time: 0.0979573950, other_time: 1.8602790833
epoch time: 8.6047124863s, input_fired_time: 0.1154479459, output_fired_time: 0.0000000000, propagate_forward_time: 8.1602239609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290405273
validation[          , genome  7104] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       703.86346, best error:       639.95386 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 101.6829147339s, input_fired_time: 1.0713068247, output_fired_time: 0.6497300863, propagate_forward_time: 40.8031044006, propagate_backward_time: 57.2575950623, weight_update_time: 0.0989846960, other_time: 1.9011840820
epoch time: 8.5047683716s, input_fired_time: 0.1148248315, output_fired_time: 0.0000000000, propagate_forward_time: 8.0557041168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342390060
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9805/10000 (98.05%), error:       789.27454, best error:       639.95386 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 102.5261688232s, input_fired_time: 1.0773994923, output_fired_time: 0.6551308036, propagate_forward_time: 41.3020401001, propagate_backward_time: 57.5745429993, weight_update_time: 0.0993122086, other_time: 1.9170570374
epoch time: 8.5501480103s, input_fired_time: 0.1172465459, output_fired_time: 0.0000000000, propagate_forward_time: 8.0937261581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391752243
validation[          , genome  7104] predictions:    9801/  10000 (98.01%), best:    9805/10000 (98.05%), error:       716.56158, best error:       639.95386 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.5887832642s, input_fired_time: 1.0596116781, output_fired_time: 0.6413959861, propagate_forward_time: 39.9811973572, propagate_backward_time: 56.0291061401, weight_update_time: 0.0977573171, other_time: 1.8774757385
epoch time: 8.4475202560s, input_fired_time: 0.1145748273, output_fired_time: 0.0000000000, propagate_forward_time: 8.0059175491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270282745
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       740.07422, best error:       639.95386 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 100.1357650757s, input_fired_time: 1.0603138208, output_fired_time: 0.6419482827, propagate_forward_time: 40.1343154907, propagate_backward_time: 56.4276618958, weight_update_time: 0.0975152776, other_time: 1.8715324402
epoch time: 8.4650774002s, input_fired_time: 0.1154610664, output_fired_time: 0.0000000000, propagate_forward_time: 8.0227050781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269109726
validation[          , genome  7104] predictions:    9741/  10000 (97.41%), best:    9805/10000 (98.05%), error:       834.26917, best error:       639.95386 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 99.8521804810s, input_fired_time: 1.0721987486, output_fired_time: 0.6380173564, propagate_forward_time: 40.1213645935, propagate_backward_time: 56.1323776245, weight_update_time: 0.0982591510, other_time: 1.8882255554
epoch time: 8.3980121613s, input_fired_time: 0.1191267967, output_fired_time: 0.0000000000, propagate_forward_time: 7.9435434341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353414536
validation[          , genome  7104] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       721.13165, best error:       639.95386 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 100.0992660522s, input_fired_time: 1.0718321800, output_fired_time: 0.6390686631, propagate_forward_time: 40.1596260071, propagate_backward_time: 56.3412857056, weight_update_time: 0.0986751467, other_time: 1.8874549866
epoch time: 8.5311985016s, input_fired_time: 0.1170408875, output_fired_time: 0.0000000000, propagate_forward_time: 8.0796098709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345479965
validation[          , genome  7104] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       680.85217, best error:       639.95386 on epoch:    41, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 44.0272140503s, input_fired_time: 0.5761291981, output_fired_time: 0.0000000000, propagate_forward_time: 41.6903419495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7607421875
best training[          , genome  7104] predictions:   49544/  50000 (99.09%), best:    9805/10000 (98.05%), error:      1633.64905, best error:       639.95386 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.3769559860s, input_fired_time: 0.1078335717, output_fired_time: 0.0000000000, propagate_forward_time: 7.9256815910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434405327
   testing[          , genome  7104] predictions:    9819/  10000 (98.19%), best:    9805/10000 (98.05%), error:       604.63873, best error:       639.95386 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:07:01 (7126): called boinc_finish(0)

</stderr_txt>
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