Nameexact_genome_1512735002_43_24854_3
Workunit2695560
Created20 Dec 2017, 5:57:25 UTC
Sent20 Dec 2017, 6:30:27 UTC
Report deadline17 Feb 2018, 9:21:12 UTC
Received21 Dec 2017, 13:19:06 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time1 days 2 hours 15 min 54 sec
CPU time1 days 1 hours 30 min 13 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.75 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size177.32 MB
Peak swap size180.48 MB
Peak disk usage6.87 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
input_fired_time: 9.8206453323, output_fired_time: 9.3016281128, propagate_forward_time: 331.8251037598, propagate_backward_time: 517.9088134766, weight_update_time: 0.7540519238, other_time: 9.9157714844
epoch time: 70.3366775513s, input_fired_time: 1.2269140482, output_fired_time: 0.0000000000, propagate_forward_time: 67.3143386841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7954254150
validation[          , genome 24854] predictions:    9821/  10000 (98.21%), best:    9848/10000 (98.48%), error:       531.88226, best error:       467.19519 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 878.6344604492s, input_fired_time: 9.8979721069, output_fired_time: 9.4283523560, propagate_forward_time: 331.3382263184, propagate_backward_time: 518.0606689453, weight_update_time: 0.7851294279, other_time: 9.9093017578
epoch time: 72.4297103882s, input_fired_time: 1.3059470654, output_fired_time: 0.0000000000, propagate_forward_time: 69.2493667603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8743972778
validation[          , genome 24854] predictions:    9847/  10000 (98.47%), best:    9848/10000 (98.48%), error:       469.39758, best error:       467.19519 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 878.3630371094s, input_fired_time: 9.8090009689, output_fired_time: 9.2254848480, propagate_forward_time: 331.4847412109, propagate_backward_time: 517.9639892578, weight_update_time: 0.7212944627, other_time: 9.8798217773
epoch time: 70.8774566650s, input_fired_time: 1.2350492477, output_fired_time: 0.0000000000, propagate_forward_time: 67.8201370239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8222732544
validation[          , genome 24854] predictions:    9810/  10000 (98.10%), best:    9848/10000 (98.48%), error:       611.17603, best error:       467.19519 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 890.6170043945s, input_fired_time: 10.1235952377, output_fired_time: 9.4812669754, propagate_forward_time: 336.1452941895, propagate_backward_time: 524.8695678711, weight_update_time: 0.7949771881, other_time: 9.9972534180
epoch time: 68.3247222900s, input_fired_time: 1.2101576328, output_fired_time: 0.0000000000, propagate_forward_time: 65.3532638550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7612991333
validation[          , genome 24854] predictions:    9854/  10000 (98.54%), best:    9848/10000 (98.48%), error:       493.56335, best error:       467.19519 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 873.7734375000s, input_fired_time: 9.8647661209, output_fired_time: 9.1775474548, propagate_forward_time: 329.0136413574, propagate_backward_time: 515.8218994141, weight_update_time: 0.7450568676, other_time: 9.8956298828
epoch time: 67.6811981201s, input_fired_time: 1.2119131088, output_fired_time: 0.0000000000, propagate_forward_time: 64.7266311646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7426528931
validation[          , genome 24854] predictions:    9841/  10000 (98.41%), best:    9848/10000 (98.48%), error:       482.51547, best error:       467.19519 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 873.9920043945s, input_fired_time: 9.8135414124, output_fired_time: 9.2466077805, propagate_forward_time: 329.9765014648, propagate_backward_time: 515.2393188477, weight_update_time: 0.7225982547, other_time: 9.7160644531
epoch time: 68.6948928833s, input_fired_time: 1.2328220606, output_fired_time: 0.0000000000, propagate_forward_time: 65.6824645996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7796096802
validation[          , genome 24854] predictions:    9852/  10000 (98.52%), best:    9848/10000 (98.48%), error:       492.67383, best error:       467.19519 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 874.3954467773s, input_fired_time: 9.9024772644, output_fired_time: 9.2001571655, propagate_forward_time: 330.2353515625, propagate_backward_time: 515.2736816406, weight_update_time: 0.7219449878, other_time: 9.7838134766
epoch time: 69.1210861206s, input_fired_time: 1.2237703800, output_fired_time: 0.0000000000, propagate_forward_time: 66.1153030396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7820129395
validation[          , genome 24854] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       448.30396, best error:       448.30396 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 881.5350952148s, input_fired_time: 9.9365539551, output_fired_time: 9.2592229843, propagate_forward_time: 332.4163208008, propagate_backward_time: 519.9816284180, weight_update_time: 0.7232909203, other_time: 9.9413452148
epoch time: 68.5025711060s, input_fired_time: 1.2431209087, output_fired_time: 0.0000000000, propagate_forward_time: 65.5054473877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7540054321
validation[          , genome 24854] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       427.44055, best error:       427.44055 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 873.6252441406s, input_fired_time: 9.8414487839, output_fired_time: 9.3478126526, propagate_forward_time: 329.9114990234, propagate_backward_time: 514.8377075195, weight_update_time: 0.7210930586, other_time: 9.6867675781
epoch time: 72.0065536499s, input_fired_time: 1.3194739819, output_fired_time: 0.0000000000, propagate_forward_time: 68.8282394409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8588409424
validation[          , genome 24854] predictions:    9838/  10000 (98.38%), best:    9859/10000 (98.59%), error:       525.91437, best error:       427.44055 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 866.9396362305s, input_fired_time: 9.8602457047, output_fired_time: 9.0697860718, propagate_forward_time: 327.0216064453, propagate_backward_time: 511.2664794922, weight_update_time: 0.7229331732, other_time: 9.7215576172
epoch time: 68.4828491211s, input_fired_time: 1.2680925131, output_fired_time: 0.0000000000, propagate_forward_time: 65.4658508301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7489089966
validation[          , genome 24854] predictions:    9848/  10000 (98.48%), best:    9859/10000 (98.59%), error:       487.43982, best error:       427.44055 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 893.5701293945s, input_fired_time: 10.1383695602, output_fired_time: 9.3676576614, propagate_forward_time: 337.5989074707, propagate_backward_time: 526.4620361328, weight_update_time: 0.7216190696, other_time: 10.0031738281
epoch time: 82.4960937500s, input_fired_time: 1.3446781635, output_fired_time: 0.0000000000, propagate_forward_time: 79.0602111816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0912017822
validation[          , genome 24854] predictions:    9849/  10000 (98.49%), best:    9859/10000 (98.59%), error:       465.57367, best error:       427.44055 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 891.5261840820s, input_fired_time: 9.9858274460, output_fired_time: 9.3494253159, propagate_forward_time: 337.0384826660, propagate_backward_time: 524.9064941406, weight_update_time: 0.7524874806, other_time: 10.2459716797
epoch time: 72.0508041382s, input_fired_time: 1.2477596998, output_fired_time: 0.0000000000, propagate_forward_time: 68.9780883789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8249588013
validation[          , genome 24854] predictions:    9845/  10000 (98.45%), best:    9859/10000 (98.59%), error:       464.75720, best error:       427.44055 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 918.4411010742s, input_fired_time: 10.2827463150, output_fired_time: 9.7292127609, propagate_forward_time: 346.7693786621, propagate_backward_time: 541.3972778320, weight_update_time: 0.7686558366, other_time: 10.2625122070
epoch time: 80.1566009521s, input_fired_time: 1.4172657728, output_fired_time: 0.0000000000, propagate_forward_time: 76.6118316650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1275024414
validation[          , genome 24854] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       415.23969, best error:       415.23969 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 948.7295532227s, input_fired_time: 10.7948923111, output_fired_time: 9.8681354523, propagate_forward_time: 356.9889221191, propagate_backward_time: 560.2511596680, weight_update_time: 0.8072825670, other_time: 10.8263549805
epoch time: 96.6663208008s, input_fired_time: 1.8046623468, output_fired_time: 0.0000000000, propagate_forward_time: 92.4821853638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3794708252
validation[          , genome 24854] predictions:    9871/  10000 (98.71%), best:    9884/10000 (98.84%), error:       428.30267, best error:       415.23969 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 934.9794311523s, input_fired_time: 10.4209423065, output_fired_time: 10.0611848831, propagate_forward_time: 352.5559997559, propagate_backward_time: 551.3582153320, weight_update_time: 0.8604017496, other_time: 10.5830688477
epoch time: 73.3897476196s, input_fired_time: 1.3745194674, output_fired_time: 0.0000000000, propagate_forward_time: 70.0892333984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9259948730
validation[          , genome 24854] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       474.69296, best error:       415.23969 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 917.1775512695s, input_fired_time: 10.2656402588, output_fired_time: 9.7553529739, propagate_forward_time: 345.9210815430, propagate_backward_time: 541.0513916016, weight_update_time: 0.7948478460, other_time: 10.1840820313
epoch time: 85.8126678467s, input_fired_time: 1.7595531940, output_fired_time: 0.0000000000, propagate_forward_time: 81.7836303711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2694854736
validation[          , genome 24854] predictions:    9837/  10000 (98.37%), best:    9884/10000 (98.84%), error:       515.32104, best error:       415.23969 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 987.5731811523s, input_fired_time: 11.2636585236, output_fired_time: 10.4876947403, propagate_forward_time: 371.9311523438, propagate_backward_time: 582.8749389648, weight_update_time: 0.7709904909, other_time: 11.0157470703
epoch time: 74.6663360596s, input_fired_time: 1.3024883270, output_fired_time: 0.0000000000, propagate_forward_time: 71.3845443726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9793014526
validation[          , genome 24854] predictions:    9852/  10000 (98.52%), best:    9884/10000 (98.84%), error:       507.06406, best error:       415.23969 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 958.0202026367s, input_fired_time: 10.9624910355, output_fired_time: 10.0657320023, propagate_forward_time: 362.5640563965, propagate_backward_time: 563.5816650391, weight_update_time: 0.8952251077, other_time: 10.8463134766
epoch time: 79.0597991943s, input_fired_time: 1.4360637665, output_fired_time: 0.0000000000, propagate_forward_time: 75.6217498779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0019836426
validation[          , genome 24854] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       374.99615, best error:       374.99615 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 974.3432617188s, input_fired_time: 10.9952011108, output_fired_time: 10.3943910599, propagate_forward_time: 367.0879211426, propagate_backward_time: 574.6726074219, weight_update_time: 0.7376949787, other_time: 11.1931152344
epoch time: 83.4701995850s, input_fired_time: 1.5536756516, output_fired_time: 0.0000000000, propagate_forward_time: 79.6102371216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3062896729
validation[          , genome 24854] predictions:    9877/  10000 (98.77%), best:    9881/10000 (98.81%), error:       406.10593, best error:       374.99615 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 961.0209350586s, input_fired_time: 11.0021963120, output_fired_time: 10.3373689651, propagate_forward_time: 362.3749694824, propagate_backward_time: 566.5438842773, weight_update_time: 0.7689259648, other_time: 10.7625122070
epoch time: 75.6447296143s, input_fired_time: 1.3043484688, output_fired_time: 0.0000000000, propagate_forward_time: 72.4442672729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8961105347
validation[          , genome 24854] predictions:    9825/  10000 (98.25%), best:    9881/10000 (98.81%), error:       517.78375, best error:       374.99615 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 961.5875244141s, input_fired_time: 11.1022663116, output_fired_time: 10.0869483948, propagate_forward_time: 362.5460510254, propagate_backward_time: 567.0381469727, weight_update_time: 0.7697641253, other_time: 10.8140258789
epoch time: 73.2364196777s, input_fired_time: 1.3567969799, output_fired_time: 0.0000000000, propagate_forward_time: 69.9690170288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9106063843
validation[          , genome 24854] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       379.05499, best error:       374.99615 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 939.5480957031s, input_fired_time: 10.7951126099, output_fired_time: 9.8780689240, propagate_forward_time: 353.8994445801, propagate_backward_time: 554.6185302734, weight_update_time: 0.7796622515, other_time: 10.3569335938
epoch time: 76.4358825684s, input_fired_time: 1.3595311642, output_fired_time: 0.0000000000, propagate_forward_time: 73.1588211060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9175338745
validation[          , genome 24854] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       394.01627, best error:       374.99615 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 885.1728515625s, input_fired_time: 9.9922409058, output_fired_time: 9.2621870041, propagate_forward_time: 334.1839904785, propagate_backward_time: 521.7755126953, weight_update_time: 0.7781355381, other_time: 9.9588623047
epoch time: 77.1126327515s, input_fired_time: 1.4390666485, output_fired_time: 0.0000000000, propagate_forward_time: 73.7239913940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9495773315
validation[          , genome 24854] predictions:    9883/  10000 (98.83%), best:    9881/10000 (98.81%), error:       378.13602, best error:       374.99615 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 935.2976684570s, input_fired_time: 10.6112508774, output_fired_time: 10.0423040390, propagate_forward_time: 353.3243103027, propagate_backward_time: 550.8255615234, weight_update_time: 0.7843928933, other_time: 10.4942626953
epoch time: 73.1530685425s, input_fired_time: 1.2993413210, output_fired_time: 0.0000000000, propagate_forward_time: 70.0102767944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8434524536
validation[          , genome 24854] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       362.65143, best error:       362.65143 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 951.7949218750s, input_fired_time: 10.7623367310, output_fired_time: 9.8703804016, propagate_forward_time: 359.4268188477, propagate_backward_time: 561.0569458008, weight_update_time: 0.8751679659, other_time: 10.6784667969
epoch time: 81.5888977051s, input_fired_time: 1.6929284334, output_fired_time: 0.0000000000, propagate_forward_time: 77.8146438599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0813217163
validation[          , genome 24854] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       402.14117, best error:       362.65143 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 989.0809326172s, input_fired_time: 11.4174795151, output_fired_time: 10.2126760483, propagate_forward_time: 373.5233764648, propagate_backward_time: 582.7341308594, weight_update_time: 0.8297670484, other_time: 11.1932983398
epoch time: 76.3142395020s, input_fired_time: 1.3428403139, output_fired_time: 0.0000000000, propagate_forward_time: 73.0679779053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9034194946
validation[          , genome 24854] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       338.97397, best error:       338.97397 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 917.6187133789s, input_fired_time: 10.3014440536, output_fired_time: 9.6592483521, propagate_forward_time: 346.9058532715, propagate_backward_time: 540.4244995117, weight_update_time: 0.7679991722, other_time: 10.3276977539
epoch time: 72.5057067871s, input_fired_time: 1.2848802805, output_fired_time: 0.0000000000, propagate_forward_time: 69.3562240601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8646011353
validation[          , genome 24854] predictions:    9858/  10000 (98.58%), best:    9892/10000 (98.92%), error:       474.21829, best error:       338.97397 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 886.4517822266s, input_fired_time: 10.0433855057, output_fired_time: 9.3069496155, propagate_forward_time: 334.4924926758, propagate_backward_time: 522.7345581055, weight_update_time: 0.7541432381, other_time: 9.8743896484
epoch time: 69.2563781738s, input_fired_time: 1.2391415834, output_fired_time: 0.0000000000, propagate_forward_time: 66.2218933105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953414917
validation[          , genome 24854] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       388.08884, best error:       338.97397 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 872.4784545898s, input_fired_time: 9.8653717041, output_fired_time: 9.1616230011, propagate_forward_time: 329.2041625977, propagate_backward_time: 514.3914184570, weight_update_time: 0.7847455144, other_time: 9.8558959961
epoch time: 70.2209243774s, input_fired_time: 1.2203102112, output_fired_time: 0.0000000000, propagate_forward_time: 67.2242126465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7763977051
validation[          , genome 24854] predictions:    9860/  10000 (98.60%), best:    9892/10000 (98.92%), error:       449.04269, best error:       338.97397 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 892.4480590820s, input_fired_time: 10.0706319809, output_fired_time: 9.5044040680, propagate_forward_time: 336.7475585938, propagate_backward_time: 526.1040039063, weight_update_time: 0.7513997555, other_time: 10.0214843750
epoch time: 70.8639297485s, input_fired_time: 1.2548656464, output_fired_time: 0.0000000000, propagate_forward_time: 67.6605377197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9485244751
validation[          , genome 24854] predictions:    9871/  10000 (98.71%), best:    9892/10000 (98.92%), error:       402.72556, best error:       338.97397 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 879.7083129883s, input_fired_time: 9.9441022873, output_fired_time: 9.3167057037, propagate_forward_time: 332.0080871582, propagate_backward_time: 518.5806884766, weight_update_time: 0.7211877108, other_time: 9.8587646484
epoch time: 69.0075073242s, input_fired_time: 1.2412970066, output_fired_time: 0.0000000000, propagate_forward_time: 66.0005722046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7656402588
validation[          , genome 24854] predictions:    9860/  10000 (98.60%), best:    9892/10000 (98.92%), error:       420.78854, best error:       338.97397 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 868.9205322266s, input_fired_time: 9.8800077438, output_fired_time: 9.1099100113, propagate_forward_time: 328.1865234375, propagate_backward_time: 512.0762939453, weight_update_time: 0.7363251448, other_time: 9.6677856445
epoch time: 70.2866363525s, input_fired_time: 1.2230386734, output_fired_time: 0.0000000000, propagate_forward_time: 67.2555160522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8080825806
validation[          , genome 24854] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       350.94302, best error:       338.97397 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 865.4075927734s, input_fired_time: 9.8388986588, output_fired_time: 9.0980482101, propagate_forward_time: 326.9288940430, propagate_backward_time: 509.8003540039, weight_update_time: 0.7215110660, other_time: 9.7413940430
epoch time: 69.7954559326s, input_fired_time: 1.2879163027, output_fired_time: 0.0000000000, propagate_forward_time: 66.6918716431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8156661987
validation[          , genome 24854] predictions:    9896/  10000 (98.96%), best:    9892/10000 (98.92%), error:       341.74951, best error:       338.97397 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 876.5260620117s, input_fired_time: 10.0708112717, output_fired_time: 9.1281967163, propagate_forward_time: 330.5726013184, propagate_backward_time: 517.0145263672, weight_update_time: 0.7381307483, other_time: 9.7399902344
epoch time: 68.0194473267s, input_fired_time: 1.2280628681, output_fired_time: 0.0000000000, propagate_forward_time: 65.0444259644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7469558716
validation[          , genome 24854] predictions:    9897/  10000 (98.97%), best:    9892/10000 (98.92%), error:       355.56479, best error:       338.97397 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 882.7567138672s, input_fired_time: 10.0733289719, output_fired_time: 9.2510242462, propagate_forward_time: 333.1758117676, propagate_backward_time: 520.3924560547, weight_update_time: 0.7224626541, other_time: 9.8641357422
epoch time: 68.0058746338s, input_fired_time: 1.2258987427, output_fired_time: 0.0000000000, propagate_forward_time: 65.0487823486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7311935425
validation[          , genome 24854] predictions:    9896/  10000 (98.96%), best:    9892/10000 (98.92%), error:       347.58481, best error:       338.97397 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 882.7492065430s, input_fired_time: 10.1061830521, output_fired_time: 9.1632699966, propagate_forward_time: 332.9714355469, propagate_backward_time: 520.5327758789, weight_update_time: 0.7223872542, other_time: 9.9755249023
epoch time: 67.8211517334s, input_fired_time: 1.2251570225, output_fired_time: 0.0000000000, propagate_forward_time: 64.8575592041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7384338379
validation[          , genome 24854] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       360.97571, best error:       338.97397 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 875.1855468750s, input_fired_time: 9.9316263199, output_fired_time: 9.2797660828, propagate_forward_time: 330.8361816406, propagate_backward_time: 515.3140869141, weight_update_time: 0.7370926738, other_time: 9.8238525391
epoch time: 69.2157135010s, input_fired_time: 1.2567384243, output_fired_time: 0.0000000000, propagate_forward_time: 66.1735076904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7854690552
validation[          , genome 24854] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       344.80008, best error:       338.97397 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 879.7764892578s, input_fired_time: 9.9813652039, output_fired_time: 9.2946805954, propagate_forward_time: 331.7019958496, propagate_backward_time: 518.8076782227, weight_update_time: 0.7217487693, other_time: 9.9907836914
epoch time: 68.3631057739s, input_fired_time: 1.2587544918, output_fired_time: 0.0000000000, propagate_forward_time: 65.3181304932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7862243652
validation[          , genome 24854] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       406.52307, best error:       338.97397 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 859.8255615234s, input_fired_time: 9.7442016602, output_fired_time: 9.0957107544, propagate_forward_time: 323.9860534668, propagate_backward_time: 507.2831115723, weight_update_time: 0.7191613913, other_time: 9.7165222168
epoch time: 66.0570297241s, input_fired_time: 1.2047979832, output_fired_time: 0.0000000000, propagate_forward_time: 63.1396713257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7125625610
validation[          , genome 24854] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       351.86472, best error:       338.97397 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 839.2340087891s, input_fired_time: 9.6014509201, output_fired_time: 8.8608961105, propagate_forward_time: 315.8992919922, propagate_backward_time: 495.3513793945, weight_update_time: 0.7127347589, other_time: 9.5209960938
epoch time: 65.7348327637s, input_fired_time: 1.2000586987, output_fired_time: 0.0000000000, propagate_forward_time: 62.8221931458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7125816345
validation[          , genome 24854] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       334.99445, best error:       334.99445 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 839.5003051758s, input_fired_time: 9.5909700394, output_fired_time: 8.8785705566, propagate_forward_time: 315.5531616211, propagate_backward_time: 495.9653625488, weight_update_time: 0.7104926109, other_time: 9.5122375488
epoch time: 65.7787170410s, input_fired_time: 1.1996849775, output_fired_time: 0.0000000000, propagate_forward_time: 62.8681449890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7108879089
validation[          , genome 24854] predictions:    9891/  10000 (98.91%), best:    9906/10000 (99.06%), error:       346.44370, best error:       334.99445 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 838.6318359375s, input_fired_time: 9.5749578476, output_fired_time: 8.9033832550, propagate_forward_time: 315.5297851563, propagate_backward_time: 495.1197814941, weight_update_time: 0.7131098509, other_time: 9.5039367676
epoch time: 66.1555023193s, input_fired_time: 1.2052563429, output_fired_time: 0.0000000000, propagate_forward_time: 63.2283325195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7219161987
validation[          , genome 24854] predictions:    9883/  10000 (98.83%), best:    9906/10000 (99.06%), error:       352.02948, best error:       334.99445 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 831.2579345703s, input_fired_time: 9.5135307312, output_fired_time: 8.7665987015, propagate_forward_time: 312.0436401367, propagate_backward_time: 491.4842834473, weight_update_time: 0.7061902285, other_time: 9.4498596191
epoch time: 64.1268005371s, input_fired_time: 1.1793203354, output_fired_time: 0.0000000000, propagate_forward_time: 61.2634468079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6840324402
validation[          , genome 24854] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       333.18088, best error:       333.18088 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 822.5137329102s, input_fired_time: 9.4597854614, output_fired_time: 8.6976280212, propagate_forward_time: 309.0283203125, propagate_backward_time: 485.9165954590, weight_update_time: 0.7033135295, other_time: 9.4114074707
epoch time: 63.4631233215s, input_fired_time: 1.1653993130, output_fired_time: 0.0000000000, propagate_forward_time: 60.6142120361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6835136414
validation[          , genome 24854] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       324.25781, best error:       324.25781 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 812.1557006836s, input_fired_time: 9.3778581619, output_fired_time: 8.5922298431, propagate_forward_time: 304.4180908203, propagate_backward_time: 480.4288024902, weight_update_time: 0.6963793635, other_time: 9.3387145996
epoch time: 65.0993652344s, input_fired_time: 1.1913297176, output_fired_time: 0.0000000000, propagate_forward_time: 62.2019271851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7061080933
validation[          , genome 24854] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       333.91238, best error:       324.25781 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 862.2182006836s, input_fired_time: 9.8101272583, output_fired_time: 9.1259689331, propagate_forward_time: 325.2232666016, propagate_backward_time: 508.2876892090, weight_update_time: 0.7203660607, other_time: 9.7711486816
epoch time: 68.3071746826s, input_fired_time: 1.2243088484, output_fired_time: 0.0000000000, propagate_forward_time: 65.3038864136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7789764404
validation[          , genome 24854] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       316.82950, best error:       316.82950 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 880.1328735352s, input_fired_time: 10.0795478821, output_fired_time: 9.2154188156, propagate_forward_time: 331.5830078125, propagate_backward_time: 519.3779296875, weight_update_time: 0.7215300202, other_time: 9.8770141602
epoch time: 68.2503967285s, input_fired_time: 1.2427852154, output_fired_time: 0.0000000000, propagate_forward_time: 65.2572174072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7503967285
validation[          , genome 24854] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       392.62811, best error:       316.82950 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 875.1852416992s, input_fired_time: 9.9073047638, output_fired_time: 9.2403354645, propagate_forward_time: 330.0265502930, propagate_backward_time: 516.1618652344, weight_update_time: 0.7520485520, other_time: 9.8491821289
epoch time: 67.4398803711s, input_fired_time: 1.2277013063, output_fired_time: 0.0000000000, propagate_forward_time: 64.4856948853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7264862061
validation[          , genome 24854] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       345.53265, best error:       316.82950 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 856.0103759766s, input_fired_time: 9.7107820511, output_fired_time: 9.0002851486, propagate_forward_time: 322.9664611816, propagate_backward_time: 504.7492065430, weight_update_time: 0.7212044001, other_time: 9.5836791992
epoch time: 67.5938644409s, input_fired_time: 1.2288117409, output_fired_time: 0.0000000000, propagate_forward_time: 64.6309661865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7340850830
validation[          , genome 24854] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       338.32355, best error:       316.82950 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 875.8872070313s, input_fired_time: 9.8689537048, output_fired_time: 9.2484912872, propagate_forward_time: 330.1612548828, propagate_backward_time: 516.8532714844, weight_update_time: 0.7204611301, other_time: 9.7552490234
epoch time: 68.3709030151s, input_fired_time: 1.2416177988, output_fired_time: 0.0000000000, propagate_forward_time: 65.3915328979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7377548218
validation[          , genome 24854] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       330.38400, best error:       316.82950 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 862.9352416992s, input_fired_time: 9.7919607162, output_fired_time: 9.1436901093, propagate_forward_time: 325.6143798828, propagate_backward_time: 508.6578369141, weight_update_time: 0.7543558478, other_time: 9.7274169922
epoch time: 68.1032943726s, input_fired_time: 1.2481675148, output_fired_time: 0.0000000000, propagate_forward_time: 65.1181869507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7369384766
validation[          , genome 24854] predictions:    9911/  10000 (99.11%), best:    9900/10000 (99.00%), error:       325.61298, best error:       316.82950 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 886.3478393555s, input_fired_time: 10.1368637085, output_fired_time: 9.1627702713, propagate_forward_time: 334.1450195313, propagate_backward_time: 523.0391235352, weight_update_time: 0.7369791269, other_time: 9.8640747070
epoch time: 69.2081451416s, input_fired_time: 1.2607195377, output_fired_time: 0.0000000000, propagate_forward_time: 66.2037200928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7437057495
validation[          , genome 24854] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       315.27753, best error:       315.27753 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 831.4989013672s, input_fired_time: 9.5453643799, output_fired_time: 8.7456569672, propagate_forward_time: 312.3461914063, propagate_backward_time: 491.3935852051, weight_update_time: 0.7085685730, other_time: 9.4681091309
epoch time: 64.9840087891s, input_fired_time: 1.1924123764, output_fired_time: 0.0000000000, propagate_forward_time: 62.0879325867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7036628723
validation[          , genome 24854] predictions:    9896/  10000 (98.96%), best:    9909/10000 (99.09%), error:       328.85760, best error:       315.27753 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 844.8472900391s, input_fired_time: 9.6658315659, output_fired_time: 8.9074783325, propagate_forward_time: 318.4459838867, propagate_backward_time: 498.2447814941, weight_update_time: 0.7149239779, other_time: 9.5832214355
epoch time: 67.6014099121s, input_fired_time: 1.2310209274, output_fired_time: 0.0000000000, propagate_forward_time: 64.6310424805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7393493652
validation[          , genome 24854] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       307.64706, best error:       307.64706 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 844.7719726563s, input_fired_time: 9.6630620956, output_fired_time: 8.8847646713, propagate_forward_time: 318.4271240234, propagate_backward_time: 498.2564697266, weight_update_time: 0.7146380544, other_time: 9.5405273438
epoch time: 66.1608734131s, input_fired_time: 1.2157694101, output_fired_time: 0.0000000000, propagate_forward_time: 63.2341842651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7109222412
validation[          , genome 24854] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       324.22620, best error:       307.64706 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 853.0311889648s, input_fired_time: 9.7328338623, output_fired_time: 8.9981956482, propagate_forward_time: 321.5041198730, propagate_backward_time: 503.1840515137, weight_update_time: 0.7213798165, other_time: 9.6119689941
epoch time: 67.9920120239s, input_fired_time: 1.2617062330, output_fired_time: 0.0000000000, propagate_forward_time: 64.9968109131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7334976196
validation[          , genome 24854] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       306.35773, best error:       306.35773 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 830.4261474609s, input_fired_time: 9.5714159012, output_fired_time: 8.7309703827, propagate_forward_time: 312.7826538086, propagate_backward_time: 489.8605041504, weight_update_time: 0.7060306668, other_time: 9.4806213379
epoch time: 63.4351425171s, input_fired_time: 1.1721463203, output_fired_time: 0.0000000000, propagate_forward_time: 60.5890464783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6739501953
validation[          , genome 24854] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       331.95450, best error:       306.35773 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 788.9279174805s, input_fired_time: 9.2521381378, output_fired_time: 8.3089685440, propagate_forward_time: 295.7289733887, propagate_backward_time: 466.4131469727, weight_update_time: 0.6911196113, other_time: 9.2247009277
epoch time: 61.5215682983s, input_fired_time: 1.1457412243, output_fired_time: 0.0000000000, propagate_forward_time: 58.7181282043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6576995850
validation[          , genome 24854] predictions:    9907/  10000 (99.07%), best:    9900/10000 (99.00%), error:       307.22525, best error:       306.35773 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 799.1493530273s, input_fired_time: 9.3321695328, output_fired_time: 8.4359312057, propagate_forward_time: 299.6087646484, propagate_backward_time: 472.5018310547, weight_update_time: 0.6898015141, other_time: 9.2706909180
epoch time: 62.6658096313s, input_fired_time: 1.1618436575, output_fired_time: 0.0000000000, propagate_forward_time: 59.8290367126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6749305725
validation[          , genome 24854] predictions:    9912/  10000 (99.12%), best:    9900/10000 (99.00%), error:       315.40491, best error:       306.35773 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 804.3442382813s, input_fired_time: 9.3541193008, output_fired_time: 8.4965476990, propagate_forward_time: 301.5390319824, propagate_backward_time: 475.6150512695, weight_update_time: 0.6954191327, other_time: 9.3395080566
epoch time: 63.0446166992s, input_fired_time: 1.1675944328, output_fired_time: 0.0000000000, propagate_forward_time: 60.2157936096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6612281799
validation[          , genome 24854] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       358.11975, best error:       306.35773 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 815.1794433594s, input_fired_time: 9.4380798340, output_fired_time: 8.6142759323, propagate_forward_time: 305.1753234863, propagate_backward_time: 482.5489196777, weight_update_time: 0.6985326409, other_time: 9.4028320313
epoch time: 64.2838516235s, input_fired_time: 1.1857802868, output_fired_time: 0.0000000000, propagate_forward_time: 61.4030075073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6950645447
validation[          , genome 24854] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       304.80350, best error:       304.80350 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 828.5872802734s, input_fired_time: 9.5312986374, output_fired_time: 8.7615900040, propagate_forward_time: 310.8260192871, propagate_backward_time: 489.9932250977, weight_update_time: 0.7075424194, other_time: 9.4751281738
epoch time: 65.8253784180s, input_fired_time: 1.2075004578, output_fired_time: 0.0000000000, propagate_forward_time: 62.8989143372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7189598083
validation[          , genome 24854] predictions:    9911/  10000 (99.11%), best:    9912/10000 (99.12%), error:       310.00867, best error:       304.80350 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 839.5561523438s, input_fired_time: 9.6310253143, output_fired_time: 8.7977809906, propagate_forward_time: 316.3032836914, propagate_backward_time: 495.2991943359, weight_update_time: 0.7124116421, other_time: 9.5248413086
epoch time: 65.9740524292s, input_fired_time: 1.2114728689, output_fired_time: 0.0000000000, propagate_forward_time: 63.0546493530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7079315186
validation[          , genome 24854] predictions:    9909/  10000 (99.09%), best:    9912/10000 (99.12%), error:       305.13333, best error:       304.80350 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 855.2659301758s, input_fired_time: 9.8156137466, output_fired_time: 8.9446430206, propagate_forward_time: 322.6169433594, propagate_backward_time: 504.2521362305, weight_update_time: 0.7167703509, other_time: 9.6365966797
epoch time: 67.7541580200s, input_fired_time: 1.2448289394, output_fired_time: 0.0000000000, propagate_forward_time: 64.7759246826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7334060669
validation[          , genome 24854] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       289.84512, best error:       289.84512 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 830.3012084961s, input_fired_time: 9.5609807968, output_fired_time: 8.7020416260, propagate_forward_time: 312.6889038086, propagate_backward_time: 489.9280395508, weight_update_time: 0.7042840123, other_time: 9.4212646484
epoch time: 62.2691154480s, input_fired_time: 1.1557230949, output_fired_time: 0.0000000000, propagate_forward_time: 59.4533920288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6599998474
validation[          , genome 24854] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       329.95273, best error:       289.84512 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 775.1045532227s, input_fired_time: 9.1496725082, output_fired_time: 8.1663646698, propagate_forward_time: 289.2274169922, propagate_backward_time: 459.4814758301, weight_update_time: 0.6712773442, other_time: 9.0796203613
epoch time: 59.3314476013s, input_fired_time: 1.1146523952, output_fired_time: 0.0000000000, propagate_forward_time: 56.5978813171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6189155579
validation[          , genome 24854] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       318.91165, best error:       289.84512 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 726.7086181641s, input_fired_time: 8.8042945862, output_fired_time: 7.7374339104, propagate_forward_time: 269.5436096191, propagate_backward_time: 431.8289184570, weight_update_time: 0.6420540810, other_time: 8.7943420410
epoch time: 53.9219436646s, input_fired_time: 1.0433509350, output_fired_time: 0.0000000000, propagate_forward_time: 51.3522453308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5263481140
validation[          , genome 24854] predictions:    9896/  10000 (98.96%), best:    9911/10000 (99.11%), error:       349.44467, best error:       289.84512 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 689.4353637695s, input_fired_time: 8.5388135910, output_fired_time: 7.3895306587, propagate_forward_time: 254.8780975342, propagate_backward_time: 410.0691833496, weight_update_time: 0.6212859154, other_time: 8.5597229004
epoch time: 52.3352470398s, input_fired_time: 1.0242282152, output_fired_time: 0.0000000000, propagate_forward_time: 49.7896347046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5213851929
validation[          , genome 24854] predictions:    9909/  10000 (99.09%), best:    9911/10000 (99.11%), error:       310.66302, best error:       289.84512 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 698.3143920898s, input_fired_time: 8.6076974869, output_fired_time: 7.5739207268, propagate_forward_time: 257.6748962402, propagate_backward_time: 415.8465270996, weight_update_time: 0.6254968643, other_time: 8.6113281250
epoch time: 58.6278839111s, input_fired_time: 1.1142081022, output_fired_time: 0.0000000000, propagate_forward_time: 55.9007339478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6129417419
validation[          , genome 24854] predictions:    9916/  10000 (99.16%), best:    9911/10000 (99.11%), error:       300.47351, best error:       289.84512 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 792.8596801758s, input_fired_time: 9.2861070633, output_fired_time: 8.3738422394, propagate_forward_time: 296.5888061523, propagate_backward_time: 469.3840942383, weight_update_time: 0.6846887469, other_time: 9.2268066406
epoch time: 65.9475402832s, input_fired_time: 1.2114524841, output_fired_time: 0.0000000000, propagate_forward_time: 63.0219917297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7140922546
validation[          , genome 24854] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       304.68390, best error:       289.84512 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 852.8492431641s, input_fired_time: 9.7683830261, output_fired_time: 9.0158452988, propagate_forward_time: 321.6779479980, propagate_backward_time: 502.7080993652, weight_update_time: 0.7164288163, other_time: 9.6789855957
epoch time: 68.8374328613s, input_fired_time: 1.2670757771, output_fired_time: 0.0000000000, propagate_forward_time: 65.7669372559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8034210205
validation[          , genome 24854] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       298.20895, best error:       289.84512 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 895.9293212891s, input_fired_time: 10.2560262680, output_fired_time: 9.4228582382, propagate_forward_time: 338.0483703613, propagate_backward_time: 528.0662231445, weight_update_time: 0.7534571290, other_time: 10.1358032227
epoch time: 73.9348373413s, input_fired_time: 1.2973446846, output_fired_time: 0.0000000000, propagate_forward_time: 70.7474822998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8900070190
validation[          , genome 24854] predictions:    9915/  10000 (99.15%), best:    9911/10000 (99.11%), error:       298.07477, best error:       289.84512 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 891.6850585938s, input_fired_time: 10.1509056091, output_fired_time: 9.4612264633, propagate_forward_time: 336.1913146973, propagate_backward_time: 525.8632812500, weight_update_time: 0.7461954355, other_time: 10.0183105469
epoch time: 69.2088165283s, input_fired_time: 1.3240208626, output_fired_time: 0.0000000000, propagate_forward_time: 66.1017303467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7830657959
validation[          , genome 24854] predictions:    9915/  10000 (99.15%), best:    9911/10000 (99.11%), error:       293.69464, best error:       289.84512 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 864.6406860352s, input_fired_time: 9.8760557175, output_fired_time: 9.0593681335, propagate_forward_time: 325.5985412598, propagate_backward_time: 510.3978881836, weight_update_time: 0.7181479335, other_time: 9.7088012695
epoch time: 69.0618286133s, input_fired_time: 1.2573884726, output_fired_time: 0.0000000000, propagate_forward_time: 66.0682525635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7361907959
validation[          , genome 24854] predictions:    9896/  10000 (98.96%), best:    9911/10000 (99.11%), error:       381.57458, best error:       289.84512 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 883.6955566406s, input_fired_time: 10.0881748199, output_fired_time: 9.4138116837, propagate_forward_time: 333.3192749023, propagate_backward_time: 521.0354003906, weight_update_time: 0.7188786864, other_time: 9.8388671875
epoch time: 73.0749664307s, input_fired_time: 1.4165360928, output_fired_time: 0.0000000000, propagate_forward_time: 69.7643585205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8940734863
validation[          , genome 24854] predictions:    9914/  10000 (99.14%), best:    9911/10000 (99.11%), error:       303.28680, best error:       289.84512 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 916.2717895508s, input_fired_time: 10.4659404755, output_fired_time: 9.6487627029, propagate_forward_time: 345.2103576660, propagate_backward_time: 540.7397460938, weight_update_time: 0.7712952495, other_time: 10.2070312500
epoch time: 71.8191528320s, input_fired_time: 1.3012092113, output_fired_time: 0.0000000000, propagate_forward_time: 68.6457214355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8722229004
validation[          , genome 24854] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       297.48315, best error:       289.84512 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 894.4631958008s, input_fired_time: 10.2216596603, output_fired_time: 9.4253425598, propagate_forward_time: 338.1961364746, propagate_backward_time: 526.6510009766, weight_update_time: 0.7823601365, other_time: 9.9689941406
epoch time: 76.7492370605s, input_fired_time: 1.3080346584, output_fired_time: 0.0000000000, propagate_forward_time: 73.4906616211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9505386353
validation[          , genome 24854] predictions:    9915/  10000 (99.15%), best:    9911/10000 (99.11%), error:       289.91135, best error:       289.84512 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 920.4875488281s, input_fired_time: 10.6668443680, output_fired_time: 9.5833435059, propagate_forward_time: 346.7925720215, propagate_backward_time: 543.0057983398, weight_update_time: 0.8261662126, other_time: 10.4389038086
epoch time: 73.9547882080s, input_fired_time: 1.2808905840, output_fired_time: 0.0000000000, propagate_forward_time: 70.7903900146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8835067749
validation[          , genome 24854] predictions:    9916/  10000 (99.16%), best:    9911/10000 (99.11%), error:       298.46466, best error:       289.84512 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 911.5322875977s, input_fired_time: 10.5507593155, output_fired_time: 9.5367059708, propagate_forward_time: 343.9476318359, propagate_backward_time: 537.3590087891, weight_update_time: 0.7985883355, other_time: 10.1381835938
epoch time: 67.9918899536s, input_fired_time: 1.2167882919, output_fired_time: 0.0000000000, propagate_forward_time: 65.0194931030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7556076050
validation[          , genome 24854] predictions:    9917/  10000 (99.17%), best:    9911/10000 (99.11%), error:       302.64404, best error:       289.84512 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 776.6859741211s, input_fired_time: 9.1756696701, output_fired_time: 8.2415065765, propagate_forward_time: 290.2666320801, propagate_backward_time: 459.8644714355, weight_update_time: 0.6770185232, other_time: 9.1376953125
epoch time: 59.7432365417s, input_fired_time: 1.1253707409, output_fired_time: 0.0000000000, propagate_forward_time: 56.9852027893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6326637268
validation[          , genome 24854] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       292.49127, best error:       289.84512 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 717.7225341797s, input_fired_time: 8.7503042221, output_fired_time: 7.7344341278, propagate_forward_time: 265.8636169434, propagate_backward_time: 426.6512756348, weight_update_time: 0.6380268931, other_time: 8.7229003906
epoch time: 55.3263511658s, input_fired_time: 1.0690591335, output_fired_time: 0.0000000000, propagate_forward_time: 52.6621818542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5951118469
validation[          , genome 24854] predictions:    9903/  10000 (99.03%), best:    9911/10000 (99.11%), error:       337.54160, best error:       289.84512 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 738.1752319336s, input_fired_time: 8.8661355972, output_fired_time: 7.7890372276, propagate_forward_time: 273.4990844727, propagate_backward_time: 439.0984497070, weight_update_time: 0.6555752754, other_time: 8.9224853516
epoch time: 61.4443511963s, input_fired_time: 1.1490554810, output_fired_time: 0.0000000000, propagate_forward_time: 58.6504173279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6448783875
validation[          , genome 24854] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       303.22003, best error:       289.84512 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 793.8998413086s, input_fired_time: 9.2735891342, output_fired_time: 8.3775386810, propagate_forward_time: 296.7110290527, propagate_backward_time: 470.2634887695, weight_update_time: 0.6878780127, other_time: 9.2742004395
epoch time: 63.9277458191s, input_fired_time: 1.1808332205, output_fired_time: 0.0000000000, propagate_forward_time: 61.0549125671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6920013428
validation[          , genome 24854] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       306.93860, best error:       289.84512 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 824.9785156250s, input_fired_time: 9.5275535583, output_fired_time: 8.6609516144, propagate_forward_time: 310.4589233398, propagate_backward_time: 486.8975830078, weight_update_time: 0.7033624053, other_time: 9.4335327148
epoch time: 63.2548255920s, input_fired_time: 1.1721181870, output_fired_time: 0.0000000000, propagate_forward_time: 60.4143524170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6683540344
validation[          , genome 24854] predictions:    9912/  10000 (99.12%), best:    9911/10000 (99.11%), error:       304.71817, best error:       289.84512 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 828.4794921875s, input_fired_time: 9.5512533188, output_fired_time: 8.7114715576, propagate_forward_time: 311.1116638184, propagate_backward_time: 489.6717834473, weight_update_time: 0.7027071118, other_time: 9.4332885742
epoch time: 65.1141357422s, input_fired_time: 1.2019898891, output_fired_time: 0.0000000000, propagate_forward_time: 62.2098464966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7023010254
validation[          , genome 24854] predictions:    9914/  10000 (99.14%), best:    9911/10000 (99.11%), error:       294.75052, best error:       289.84512 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 796.3618774414s, input_fired_time: 9.3243389130, output_fired_time: 8.3750543594, propagate_forward_time: 298.3339233398, propagate_backward_time: 471.0455322266, weight_update_time: 0.6885598302, other_time: 9.2830200195
epoch time: 58.4579048157s, input_fired_time: 1.1097298861, output_fired_time: 0.0000000000, propagate_forward_time: 55.7383155823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6098594666
validation[          , genome 24854] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       286.36694, best error:       286.36694 on epoch:   100, 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: 278.2711791992s, input_fired_time: 5.3815650940, output_fired_time: 0.0000000000, propagate_forward_time: 264.9364318848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9531860352
best training[          , genome 24854] predictions:   50000/  50000 (100.00%), best:    9918/10000 (99.18%), error:        94.82825, best error:       286.36694 on epoch:   100, 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: 56.7271499634s, input_fired_time: 1.0786955357, output_fired_time: 0.0000000000, propagate_forward_time: 54.0529327393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5955200195
   testing[          , genome 24854] predictions:    9905/  10000 (99.05%), best:    9918/10000 (99.18%), error:       287.98169, best error:       286.36694 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:13:27 (15540): called boinc_finish(0)

</stderr_txt>
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