Nameexact_genome_1518178202_60_18420_0
Workunit2992731
Created9 Feb 2018, 19:47:01 UTC
Sent9 Feb 2018, 20:30:41 UTC
Report deadline10 Mar 2018, 8:09:10 UTC
Received11 Feb 2018, 2:16:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64865
Run time22 hours 13 min 11 sec
CPU time22 hours 11 min 49 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.12 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size172.98 MB
Peak swap size175.43 MB
Peak disk usage2.23 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
9795/  10000 (97.95%), best:    9839/10000 (98.39%), error:       664.55096, best error:       553.54681 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 730.3150024414s, input_fired_time: 13.7804841995, output_fired_time: 9.7356948853, propagate_forward_time: 273.2874450684, propagate_backward_time: 409.4242553711, weight_update_time: 1.4006284475, other_time: 24.0871276855
epoch time: 60.7711296082s, input_fired_time: 1.5008003712, output_fired_time: 0.0000000000, propagate_forward_time: 54.9082984924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3620300293
validation[          , genome 18420] predictions:    9833/  10000 (98.33%), best:    9833/10000 (98.33%), error:       511.33054, best error:       511.33054 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 730.3430786133s, input_fired_time: 13.7423591614, output_fired_time: 9.7132759094, propagate_forward_time: 273.4586181641, propagate_backward_time: 409.3939514160, weight_update_time: 1.3991271257, other_time: 24.0348815918
epoch time: 60.8082275391s, input_fired_time: 1.5211825371, output_fired_time: 0.0000000000, propagate_forward_time: 54.7876663208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4993782043
validation[          , genome 18420] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       485.79819, best error:       485.79819 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 729.2808837891s, input_fired_time: 13.7276554108, output_fired_time: 9.6993236542, propagate_forward_time: 272.9705200195, propagate_backward_time: 408.7949523926, weight_update_time: 1.3963853121, other_time: 24.0884094238
epoch time: 60.6069908142s, input_fired_time: 1.4893928766, output_fired_time: 0.0000000000, propagate_forward_time: 54.7297515869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3878479004
validation[          , genome 18420] predictions:    9827/  10000 (98.27%), best:    9848/10000 (98.48%), error:       570.35956, best error:       485.79819 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 728.2509765625s, input_fired_time: 13.6716804504, output_fired_time: 9.7278375626, propagate_forward_time: 272.3663635254, propagate_backward_time: 408.4704895020, weight_update_time: 1.3963755369, other_time: 24.0145874023
epoch time: 60.4534263611s, input_fired_time: 1.5150303841, output_fired_time: 0.0000000000, propagate_forward_time: 54.5789413452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3594551086
validation[          , genome 18420] predictions:    9839/  10000 (98.39%), best:    9848/10000 (98.48%), error:       535.61920, best error:       485.79819 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 726.9805297852s, input_fired_time: 13.7112798691, output_fired_time: 9.6818971634, propagate_forward_time: 271.7276611328, propagate_backward_time: 407.8164062500, weight_update_time: 1.3954004049, other_time: 24.0432739258
epoch time: 60.2194595337s, input_fired_time: 1.5171687603, output_fired_time: 0.0000000000, propagate_forward_time: 54.2626152039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4396743774
validation[          , genome 18420] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       475.04865, best error:       475.04865 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 728.4026489258s, input_fired_time: 13.7308502197, output_fired_time: 9.6710023880, propagate_forward_time: 272.4673156738, propagate_backward_time: 408.4583129883, weight_update_time: 1.3941826820, other_time: 24.0751647949
epoch time: 60.5857543945s, input_fired_time: 1.5208845139, output_fired_time: 0.0000000000, propagate_forward_time: 54.6195259094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4453430176
validation[          , genome 18420] predictions:    9828/  10000 (98.28%), best:    9856/10000 (98.56%), error:       509.60196, best error:       475.04865 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 728.7249755859s, input_fired_time: 13.7574510574, output_fired_time: 9.7213382721, propagate_forward_time: 272.4972229004, propagate_backward_time: 408.7445983887, weight_update_time: 1.3956670761, other_time: 24.0043945312
epoch time: 60.5489730835s, input_fired_time: 1.5100102425, output_fired_time: 0.0000000000, propagate_forward_time: 54.6397705078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3991928101
validation[          , genome 18420] predictions:    9816/  10000 (98.16%), best:    9856/10000 (98.56%), error:       602.59937, best error:       475.04865 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 728.7996826172s, input_fired_time: 13.7662944794, output_fired_time: 9.7508602142, propagate_forward_time: 272.6151733398, propagate_backward_time: 408.5881958008, weight_update_time: 1.3988374472, other_time: 24.0791625977
epoch time: 60.5715026855s, input_fired_time: 1.5141160488, output_fired_time: 0.0000000000, propagate_forward_time: 54.6333122253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4240760803
validation[          , genome 18420] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       471.61856, best error:       471.61856 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 730.0001831055s, input_fired_time: 13.7546510696, output_fired_time: 9.7252006531, propagate_forward_time: 273.1334838867, propagate_backward_time: 409.4015808105, weight_update_time: 1.4021131992, other_time: 23.9852600098
epoch time: 60.5264778137s, input_fired_time: 1.4956794977, output_fired_time: 0.0000000000, propagate_forward_time: 54.6445617676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3862380981
validation[          , genome 18420] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       459.47641, best error:       459.47641 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 729.4342651367s, input_fired_time: 13.7944698334, output_fired_time: 9.7190628052, propagate_forward_time: 273.1164245605, propagate_backward_time: 408.8276367188, weight_update_time: 1.4022942781, other_time: 23.9766540527
epoch time: 60.6647148132s, input_fired_time: 1.5277761221, output_fired_time: 0.0000000000, propagate_forward_time: 54.6946296692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4423103333
validation[          , genome 18420] predictions:    9856/  10000 (98.56%), best:    9859/10000 (98.59%), error:       468.59122, best error:       459.47641 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 730.2843627930s, input_fired_time: 13.8451957703, output_fired_time: 9.7403039932, propagate_forward_time: 273.6245117188, propagate_backward_time: 408.9700317383, weight_update_time: 1.4078084230, other_time: 24.1043090820
epoch time: 60.5043182373s, input_fired_time: 1.5253900290, output_fired_time: 0.0000000000, propagate_forward_time: 54.5028228760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4761047363
validation[          , genome 18420] predictions:    9855/  10000 (98.55%), best:    9859/10000 (98.59%), error:       476.07855, best error:       459.47641 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 730.6381835938s, input_fired_time: 13.7920322418, output_fired_time: 9.7188253403, propagate_forward_time: 273.5230712891, propagate_backward_time: 409.4801635742, weight_update_time: 1.3935954571, other_time: 24.1240844727
epoch time: 60.8100738525s, input_fired_time: 1.5420801640, output_fired_time: 0.0000000000, propagate_forward_time: 54.8172607422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4507331848
validation[          , genome 18420] predictions:    9818/  10000 (98.18%), best:    9859/10000 (98.59%), error:       626.03674, best error:       459.47641 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 728.4679565430s, input_fired_time: 13.7293510437, output_fired_time: 9.6669759750, propagate_forward_time: 272.5333557129, propagate_backward_time: 408.4863586426, weight_update_time: 1.3939292431, other_time: 24.0518798828
epoch time: 60.2886428833s, input_fired_time: 1.5035855770, output_fired_time: 0.0000000000, propagate_forward_time: 54.3562889099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4287681580
validation[          , genome 18420] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       440.34583, best error:       440.34583 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 728.7698974609s, input_fired_time: 13.7984867096, output_fired_time: 9.7337455750, propagate_forward_time: 272.4787292480, propagate_backward_time: 408.6331787109, weight_update_time: 1.3983838558, other_time: 24.1257629395
epoch time: 60.6737976074s, input_fired_time: 1.5339165926, output_fired_time: 0.0000000000, propagate_forward_time: 54.7522277832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3876533508
validation[          , genome 18420] predictions:    9864/  10000 (98.64%), best:    9874/10000 (98.74%), error:       443.49051, best error:       440.34583 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 729.0045776367s, input_fired_time: 13.8126211166, output_fired_time: 9.7136993408, propagate_forward_time: 272.7116699219, propagate_backward_time: 408.8999328613, weight_update_time: 1.3980566263, other_time: 23.8666687012
epoch time: 60.8952484131s, input_fired_time: 1.5349636078, output_fired_time: 0.0000000000, propagate_forward_time: 54.9261970520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4340858459
validation[          , genome 18420] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       429.48721, best error:       429.48721 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 730.3506469727s, input_fired_time: 13.7790813446, output_fired_time: 9.7170085907, propagate_forward_time: 273.3712768555, propagate_backward_time: 409.3999023438, weight_update_time: 1.4026051760, other_time: 24.0834350586
epoch time: 60.4471206665s, input_fired_time: 1.5048304796, output_fired_time: 0.0000000000, propagate_forward_time: 54.5112419128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4310493469
validation[          , genome 18420] predictions:    9872/  10000 (98.72%), best:    9868/10000 (98.68%), error:       437.44998, best error:       429.48721 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 729.1720581055s, input_fired_time: 13.7508354187, output_fired_time: 9.7236289978, propagate_forward_time: 272.8203735352, propagate_backward_time: 409.0459289551, weight_update_time: 1.4103609324, other_time: 23.8312683105
epoch time: 60.7647056580s, input_fired_time: 1.5091233253, output_fired_time: 0.0000000000, propagate_forward_time: 54.8674011230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3881797791
validation[          , genome 18420] predictions:    9804/  10000 (98.04%), best:    9868/10000 (98.68%), error:       592.15112, best error:       429.48721 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 729.5223388672s, input_fired_time: 13.7883977890, output_fired_time: 9.7315139771, propagate_forward_time: 272.8956604004, propagate_backward_time: 409.0545043945, weight_update_time: 1.4001656771, other_time: 24.0522766113
epoch time: 60.7374382019s, input_fired_time: 1.5178840160, output_fired_time: 0.0000000000, propagate_forward_time: 54.6858062744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5337486267
validation[          , genome 18420] predictions:    9853/  10000 (98.53%), best:    9868/10000 (98.68%), error:       486.33948, best error:       429.48721 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 730.5635375977s, input_fired_time: 13.8463010788, output_fired_time: 9.7519359589, propagate_forward_time: 273.5545043945, propagate_backward_time: 409.4567260742, weight_update_time: 1.4050936699, other_time: 23.9540405273
epoch time: 60.8508110046s, input_fired_time: 1.5212025642, output_fired_time: 0.0000000000, propagate_forward_time: 54.9350166321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3945922852
validation[          , genome 18420] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       412.62347, best error:       412.62347 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 729.2041015625s, input_fired_time: 13.7823200226, output_fired_time: 9.7311601639, propagate_forward_time: 272.7823791504, propagate_backward_time: 408.9834289551, weight_update_time: 1.4041289091, other_time: 23.9248046875
epoch time: 60.4995841980s, input_fired_time: 1.5151177645, output_fired_time: 0.0000000000, propagate_forward_time: 54.4950256348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4894409180
validation[          , genome 18420] predictions:    9855/  10000 (98.55%), best:    9883/10000 (98.83%), error:       431.64944, best error:       412.62347 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 729.7231445312s, input_fired_time: 13.8473157883, output_fired_time: 9.7423858643, propagate_forward_time: 273.1178588867, propagate_backward_time: 408.9542846680, weight_update_time: 1.4007375240, other_time: 24.0613403320
epoch time: 60.3338661194s, input_fired_time: 1.5154883862, output_fired_time: 0.0000000000, propagate_forward_time: 54.4412422180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3771362305
validation[          , genome 18420] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       446.30939, best error:       412.62347 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 729.5426635742s, input_fired_time: 13.7951393127, output_fired_time: 9.6875810623, propagate_forward_time: 272.8629455566, propagate_backward_time: 409.2262268066, weight_update_time: 1.4008730650, other_time: 23.9707641602
epoch time: 60.2632293701s, input_fired_time: 1.5342314243, output_fired_time: 0.0000000000, propagate_forward_time: 54.2878646851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4411315918
validation[          , genome 18420] predictions:    9864/  10000 (98.64%), best:    9883/10000 (98.83%), error:       421.24506, best error:       412.62347 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 729.6798095703s, input_fired_time: 13.8303480148, output_fired_time: 9.7578210831, propagate_forward_time: 273.2167053223, propagate_backward_time: 408.7619628906, weight_update_time: 1.3880157471, other_time: 24.1130065918
epoch time: 60.7151908875s, input_fired_time: 1.5418277979, output_fired_time: 0.0000000000, propagate_forward_time: 54.7350273132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4383354187
validation[          , genome 18420] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       451.11972, best error:       412.62347 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 727.9464111328s, input_fired_time: 13.6847972870, output_fired_time: 9.5008401871, propagate_forward_time: 272.7344055176, propagate_backward_time: 408.5743103027, weight_update_time: 1.3946704865, other_time: 23.4520263672
epoch time: 59.9839096069s, input_fired_time: 1.4872546196, output_fired_time: 0.0000000000, propagate_forward_time: 54.1575813293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3390731812
validation[          , genome 18420] predictions:    9845/  10000 (98.45%), best:    9883/10000 (98.83%), error:       504.04669, best error:       412.62347 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 724.8776245117s, input_fired_time: 13.6120395660, output_fired_time: 9.4551076889, propagate_forward_time: 271.4558715820, propagate_backward_time: 406.8164062500, weight_update_time: 1.3766380548, other_time: 23.5382080078
epoch time: 60.3104400635s, input_fired_time: 1.5080779791, output_fired_time: 0.0000000000, propagate_forward_time: 54.4264907837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3758697510
validation[          , genome 18420] predictions:    9853/  10000 (98.53%), best:    9883/10000 (98.83%), error:       464.20343, best error:       412.62347 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 727.2270507812s, input_fired_time: 13.6858882904, output_fired_time: 9.4338092804, propagate_forward_time: 272.4914855957, propagate_backward_time: 408.2597961426, weight_update_time: 1.3913174868, other_time: 23.3560180664
epoch time: 60.0095710754s, input_fired_time: 1.5025410652, output_fired_time: 0.0000000000, propagate_forward_time: 54.1521415710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3548889160
validation[          , genome 18420] predictions:    9835/  10000 (98.35%), best:    9883/10000 (98.83%), error:       528.72723, best error:       412.62347 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 729.0584716797s, input_fired_time: 13.6726522446, output_fired_time: 9.4890222549, propagate_forward_time: 273.2506713867, propagate_backward_time: 409.3294677734, weight_update_time: 1.3879442215, other_time: 23.3166503906
epoch time: 60.6844711304s, input_fired_time: 1.5057651997, output_fired_time: 0.0000000000, propagate_forward_time: 54.8750190735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3036880493
validation[          , genome 18420] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       369.68030, best error:       369.68030 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 726.9218139648s, input_fired_time: 13.6669158936, output_fired_time: 9.4401884079, propagate_forward_time: 272.3080139160, propagate_backward_time: 408.0649719238, weight_update_time: 1.3849295378, other_time: 23.4417114258
epoch time: 60.2030754089s, input_fired_time: 1.4958715439, output_fired_time: 0.0000000000, propagate_forward_time: 54.4506111145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2565917969
validation[          , genome 18420] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       439.54221, best error:       369.68030 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 728.3491210938s, input_fired_time: 13.6969623566, output_fired_time: 9.4734907150, propagate_forward_time: 272.8618774414, propagate_backward_time: 408.9078674316, weight_update_time: 1.3878957033, other_time: 23.4089050293
epoch time: 60.3765754700s, input_fired_time: 1.5055947304, output_fired_time: 0.0000000000, propagate_forward_time: 54.5599288940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3110504150
validation[          , genome 18420] predictions:    9861/  10000 (98.61%), best:    9883/10000 (98.83%), error:       459.76639, best error:       369.68030 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 727.0040893555s, input_fired_time: 13.6865892410, output_fired_time: 9.4624691010, propagate_forward_time: 272.2763061523, propagate_backward_time: 408.3438415527, weight_update_time: 1.3911046982, other_time: 23.2348937988
epoch time: 60.4197807312s, input_fired_time: 1.5132929087, output_fired_time: 0.0000000000, propagate_forward_time: 54.6295890808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2768974304
validation[          , genome 18420] predictions:    9850/  10000 (98.50%), best:    9883/10000 (98.83%), error:       443.84723, best error:       369.68030 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 729.2421264648s, input_fired_time: 13.6836080551, output_fired_time: 9.4519882202, propagate_forward_time: 273.4519958496, propagate_backward_time: 409.3731079102, weight_update_time: 1.3913131952, other_time: 23.2814636230
epoch time: 60.4070701599s, input_fired_time: 1.5086004734, output_fired_time: 0.0000000000, propagate_forward_time: 54.5733413696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3251266479
validation[          , genome 18420] predictions:    9839/  10000 (98.39%), best:    9883/10000 (98.83%), error:       493.55234, best error:       369.68030 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 727.2391967773s, input_fired_time: 13.6790046692, output_fired_time: 9.4852266312, propagate_forward_time: 272.4116821289, propagate_backward_time: 408.2893981934, weight_update_time: 1.3932474852, other_time: 23.3738708496
epoch time: 60.1379356384s, input_fired_time: 1.5092985630, output_fired_time: 0.0000000000, propagate_forward_time: 54.2807312012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3479042053
validation[          , genome 18420] predictions:    9826/  10000 (98.26%), best:    9883/10000 (98.83%), error:       518.66620, best error:       369.68030 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 726.7840576172s, input_fired_time: 13.7009973526, output_fired_time: 9.4261217117, propagate_forward_time: 272.1880798340, propagate_backward_time: 408.1053161621, weight_update_time: 1.3926628828, other_time: 23.3635253906
epoch time: 60.0415229797s, input_fired_time: 1.4936207533, output_fired_time: 0.0000000000, propagate_forward_time: 54.1559104919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3919906616
validation[          , genome 18420] predictions:    9835/  10000 (98.35%), best:    9883/10000 (98.83%), error:       516.05048, best error:       369.68030 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 727.1381225586s, input_fired_time: 13.6955184937, output_fired_time: 9.4522209167, propagate_forward_time: 272.4206542969, propagate_backward_time: 408.2281494141, weight_update_time: 1.3852169514, other_time: 23.3416137695
epoch time: 60.3697738647s, input_fired_time: 1.5060315132, output_fired_time: 0.0000000000, propagate_forward_time: 54.5841674805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2795753479
validation[          , genome 18420] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       424.16922, best error:       369.68030 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 726.9495849609s, input_fired_time: 13.6679620743, output_fired_time: 9.4647102356, propagate_forward_time: 272.3094482422, propagate_backward_time: 407.9519348145, weight_update_time: 1.3908383846, other_time: 23.5555114746
epoch time: 60.0495529175s, input_fired_time: 1.5054746866, output_fired_time: 0.0000000000, propagate_forward_time: 54.2090530396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3350257874
validation[          , genome 18420] predictions:    9886/  10000 (98.86%), best:    9883/10000 (98.83%), error:       381.11395, best error:       369.68030 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 727.0720825195s, input_fired_time: 13.7190828323, output_fired_time: 9.4507694244, propagate_forward_time: 272.4868469238, propagate_backward_time: 408.2129821777, weight_update_time: 1.3926526308, other_time: 23.2024536133
epoch time: 60.4738998413s, input_fired_time: 1.5144484043, output_fired_time: 0.0000000000, propagate_forward_time: 54.6598548889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2995948792
validation[          , genome 18420] predictions:    9880/  10000 (98.80%), best:    9883/10000 (98.83%), error:       394.94202, best error:       369.68030 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 727.3473510742s, input_fired_time: 13.7037315369, output_fired_time: 9.4478969574, propagate_forward_time: 272.5004882812, propagate_backward_time: 408.3034362793, weight_update_time: 1.3914761543, other_time: 23.3918151855
epoch time: 60.2420921326s, input_fired_time: 1.5084514618, output_fired_time: 0.0000000000, propagate_forward_time: 54.4243240356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3093185425
validation[          , genome 18420] predictions:    9853/  10000 (98.53%), best:    9883/10000 (98.83%), error:       476.90063, best error:       369.68030 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 727.3585205078s, input_fired_time: 13.7423715591, output_fired_time: 9.4877290726, propagate_forward_time: 272.4500732422, propagate_backward_time: 408.1240539551, weight_update_time: 1.3860554695, other_time: 23.5542907715
epoch time: 60.4324531555s, input_fired_time: 1.5180093050, output_fired_time: 0.0000000000, propagate_forward_time: 54.5032882690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4111557007
validation[          , genome 18420] predictions:    9856/  10000 (98.56%), best:    9883/10000 (98.83%), error:       417.08878, best error:       369.68030 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 727.0654907227s, input_fired_time: 13.7188520432, output_fired_time: 9.4853887558, propagate_forward_time: 272.3725585938, propagate_backward_time: 407.9801025391, weight_update_time: 1.3877807856, other_time: 23.5085449219
epoch time: 60.4772682190s, input_fired_time: 1.5317469835, output_fired_time: 0.0000000000, propagate_forward_time: 54.5651206970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3804016113
validation[          , genome 18420] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       378.18552, best error:       369.68030 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 728.2385864258s, input_fired_time: 13.7315053940, output_fired_time: 9.5065917969, propagate_forward_time: 272.6760253906, propagate_backward_time: 408.8321228027, weight_update_time: 1.3880723715, other_time: 23.4923400879
epoch time: 60.7160873413s, input_fired_time: 1.5318511724, output_fired_time: 0.0000000000, propagate_forward_time: 54.8201866150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3640480042
validation[          , genome 18420] predictions:    9851/  10000 (98.51%), best:    9883/10000 (98.83%), error:       472.65851, best error:       369.68030 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 727.8740844727s, input_fired_time: 13.7039842606, output_fired_time: 9.4747724533, propagate_forward_time: 272.5058898926, propagate_backward_time: 408.8254699707, weight_update_time: 1.3944158554, other_time: 23.3639526367
epoch time: 60.4274330139s, input_fired_time: 1.5026118755, output_fired_time: 0.0000000000, propagate_forward_time: 54.5392494202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3855705261
validation[          , genome 18420] predictions:    9867/  10000 (98.67%), best:    9883/10000 (98.83%), error:       418.78436, best error:       369.68030 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 726.7675781250s, input_fired_time: 13.7118797302, output_fired_time: 9.4711408615, propagate_forward_time: 272.1998596191, propagate_backward_time: 407.8585510254, weight_update_time: 1.3938443661, other_time: 23.5261840820
epoch time: 60.3572807312s, input_fired_time: 1.5227549076, output_fired_time: 0.0000000000, propagate_forward_time: 54.5356445312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2988815308
validation[          , genome 18420] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       382.83878, best error:       369.68030 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 727.5000000000s, input_fired_time: 13.7654619217, output_fired_time: 9.5183362961, propagate_forward_time: 272.3727111816, propagate_backward_time: 407.9730224609, weight_update_time: 1.3878563643, other_time: 23.8705139160
epoch time: 57.7165374756s, input_fired_time: 1.6118853092, output_fired_time: 0.0000000000, propagate_forward_time: 51.2794799805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.8251724243
validation[          , genome 18420] predictions:    9864/  10000 (98.64%), best:    9883/10000 (98.83%), error:       444.15298, best error:       369.68030 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 722.4057006836s, input_fired_time: 13.7231225967, output_fired_time: 9.4188470840, propagate_forward_time: 269.9422912598, propagate_backward_time: 405.8252258301, weight_update_time: 1.3820129633, other_time: 23.4962158203
epoch time: 60.2983055115s, input_fired_time: 1.5074076653, output_fired_time: 0.0000000000, propagate_forward_time: 54.4375534058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3533439636
validation[          , genome 18420] predictions:    9799/  10000 (97.99%), best:    9883/10000 (98.83%), error:       612.09821, best error:       369.68030 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 727.1306762695s, input_fired_time: 13.7514276505, output_fired_time: 9.4602212906, propagate_forward_time: 272.4871826172, propagate_backward_time: 407.8942260742, weight_update_time: 1.3840939999, other_time: 23.5376586914
epoch time: 60.6860771179s, input_fired_time: 1.5171090364, output_fired_time: 0.0000000000, propagate_forward_time: 54.8842239380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2847442627
validation[          , genome 18420] predictions:    9881/  10000 (98.81%), best:    9883/10000 (98.83%), error:       393.62576, best error:       369.68030 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 728.1167602539s, input_fired_time: 13.7502756119, output_fired_time: 9.4648599625, propagate_forward_time: 272.7062072754, propagate_backward_time: 408.8614501953, weight_update_time: 1.3905770779, other_time: 23.3339538574
epoch time: 60.5723686218s, input_fired_time: 1.5070315599, output_fired_time: 0.0000000000, propagate_forward_time: 54.8064651489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2588729858
validation[          , genome 18420] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       390.94458, best error:       369.68030 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 726.9695434570s, input_fired_time: 13.7583856583, output_fired_time: 9.4414815903, propagate_forward_time: 271.9571838379, propagate_backward_time: 408.4419555664, weight_update_time: 1.3894014359, other_time: 23.3705749512
epoch time: 60.0300636292s, input_fired_time: 1.5182615519, output_fired_time: 0.0000000000, propagate_forward_time: 54.1614074707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3503952026
validation[          , genome 18420] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       367.79929, best error:       367.79929 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 726.4790039062s, input_fired_time: 13.7373447418, output_fired_time: 9.4153232574, propagate_forward_time: 272.0933532715, propagate_backward_time: 407.7909851074, weight_update_time: 1.3878144026, other_time: 23.4419555664
epoch time: 60.2255668640s, input_fired_time: 1.5299674273, output_fired_time: 0.0000000000, propagate_forward_time: 54.4182472229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2773513794
validation[          , genome 18420] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       393.45801, best error:       367.79929 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 726.4232788086s, input_fired_time: 13.7393627167, output_fired_time: 9.4345445633, propagate_forward_time: 271.9640808105, propagate_backward_time: 407.8643798828, weight_update_time: 1.3855105639, other_time: 23.4208679199
epoch time: 60.0976600647s, input_fired_time: 1.5211629868, output_fired_time: 0.0000000000, propagate_forward_time: 54.2020492554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3744468689
validation[          , genome 18420] predictions:    9874/  10000 (98.74%), best:    9885/10000 (98.85%), error:       381.28772, best error:       367.79929 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 726.5663452148s, input_fired_time: 13.7292480469, output_fired_time: 9.4596529007, propagate_forward_time: 272.0011901855, propagate_backward_time: 407.9987182617, weight_update_time: 1.3884434700, other_time: 23.3775329590
epoch time: 60.2032012939s, input_fired_time: 1.5310056210, output_fired_time: 0.0000000000, propagate_forward_time: 54.2539443970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4182510376
validation[          , genome 18420] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       387.85434, best error:       367.79929 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 727.6253662109s, input_fired_time: 13.7981567383, output_fired_time: 9.4752254486, propagate_forward_time: 272.7371826172, propagate_backward_time: 408.1552429199, weight_update_time: 1.3864425421, other_time: 23.4595642090
epoch time: 59.9802665710s, input_fired_time: 1.5433354378, output_fired_time: 0.0000000000, propagate_forward_time: 54.0005683899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4363632202
validation[          , genome 18420] predictions:    9871/  10000 (98.71%), best:    9885/10000 (98.85%), error:       379.65051, best error:       367.79929 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 727.1892700195s, input_fired_time: 13.7254190445, output_fired_time: 9.4623537064, propagate_forward_time: 272.4145812988, propagate_backward_time: 408.2764587402, weight_update_time: 1.3837404251, other_time: 23.3104858398
epoch time: 59.7940521240s, input_fired_time: 1.5269334316, output_fired_time: 0.0000000000, propagate_forward_time: 53.8989448547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3681755066
validation[          , genome 18420] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       378.30081, best error:       367.79929 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 726.7800292969s, input_fired_time: 13.7464694977, output_fired_time: 9.4656209946, propagate_forward_time: 272.3728637695, propagate_backward_time: 407.9153137207, weight_update_time: 1.3818112612, other_time: 23.2797546387
epoch time: 59.9491958618s, input_fired_time: 1.5104254484, output_fired_time: 0.0000000000, propagate_forward_time: 54.0269050598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4118652344
validation[          , genome 18420] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       365.30487, best error:       365.30487 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 725.1357421875s, input_fired_time: 13.7300357819, output_fired_time: 9.4223880768, propagate_forward_time: 271.5455627441, propagate_backward_time: 407.1148071289, weight_update_time: 1.3823827505, other_time: 23.3229675293
epoch time: 60.0663528442s, input_fired_time: 1.5179120302, output_fired_time: 0.0000000000, propagate_forward_time: 54.2253761292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3230628967
validation[          , genome 18420] predictions:    9882/  10000 (98.82%), best:    9881/10000 (98.81%), error:       376.85641, best error:       365.30487 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 725.7454223633s, input_fired_time: 13.7315807343, output_fired_time: 9.4303932190, propagate_forward_time: 271.9020080566, propagate_backward_time: 407.3731689453, weight_update_time: 1.3764615059, other_time: 23.3082580566
epoch time: 60.2719421387s, input_fired_time: 1.5305036306, output_fired_time: 0.0000000000, propagate_forward_time: 54.4695472717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2718925476
validation[          , genome 18420] predictions:    9883/  10000 (98.83%), best:    9881/10000 (98.81%), error:       381.12643, best error:       365.30487 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 726.2601928711s, input_fired_time: 13.7601613998, output_fired_time: 9.4249315262, propagate_forward_time: 271.7989501953, propagate_backward_time: 407.8061523438, weight_update_time: 1.3835145235, other_time: 23.4700317383
epoch time: 59.9282341003s, input_fired_time: 1.5203170776, output_fired_time: 0.0000000000, propagate_forward_time: 54.0919837952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3159332275
validation[          , genome 18420] predictions:    9886/  10000 (98.86%), best:    9881/10000 (98.81%), error:       380.12482, best error:       365.30487 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 726.5153808594s, input_fired_time: 13.7516069412, output_fired_time: 9.4477519989, propagate_forward_time: 272.1824340820, propagate_backward_time: 407.6827087402, weight_update_time: 1.3761932850, other_time: 23.4508972168
epoch time: 60.0209236145s, input_fired_time: 1.5287423134, output_fired_time: 0.0000000000, propagate_forward_time: 54.1835136414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3086662292
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9881/10000 (98.81%), error:       379.35779, best error:       365.30487 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 724.7739868164s, input_fired_time: 13.7282552719, output_fired_time: 9.4526872635, propagate_forward_time: 271.3033142090, propagate_backward_time: 406.8893737793, weight_update_time: 1.3742351532, other_time: 23.4003295898
epoch time: 60.2122459412s, input_fired_time: 1.5098423958, output_fired_time: 0.0000000000, propagate_forward_time: 54.4867248535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2156791687
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       341.77734, best error:       341.77734 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 725.5089111328s, input_fired_time: 13.7332038879, output_fired_time: 9.4464120865, propagate_forward_time: 271.5084533691, propagate_backward_time: 407.5174560547, weight_update_time: 1.3852351904, other_time: 23.3033752441
epoch time: 60.0318489075s, input_fired_time: 1.5179433823, output_fired_time: 0.0000000000, propagate_forward_time: 54.1978759766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3160285950
validation[          , genome 18420] predictions:    9880/  10000 (98.80%), best:    9890/10000 (98.90%), error:       356.50049, best error:       341.77734 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 725.5422363281s, input_fired_time: 13.7670488358, output_fired_time: 9.4432935715, propagate_forward_time: 271.7659301758, propagate_backward_time: 407.2350463867, weight_update_time: 1.3811043501, other_time: 23.3309326172
epoch time: 60.0492591858s, input_fired_time: 1.5354843140, output_fired_time: 0.0000000000, propagate_forward_time: 54.1948471069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3189277649
validation[          , genome 18420] predictions:    9861/  10000 (98.61%), best:    9890/10000 (98.90%), error:       433.78320, best error:       341.77734 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 725.9144287109s, input_fired_time: 13.7772264481, output_fired_time: 9.4331588745, propagate_forward_time: 271.9237670898, propagate_backward_time: 407.2797851562, weight_update_time: 1.3777277470, other_time: 23.5004882812
epoch time: 60.1867980957s, input_fired_time: 1.5303859711, output_fired_time: 0.0000000000, propagate_forward_time: 54.3492012024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3072090149
validation[          , genome 18420] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       392.87888, best error:       341.77734 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 726.2403564453s, input_fired_time: 13.7808656693, output_fired_time: 9.5106477737, propagate_forward_time: 271.8477478027, propagate_backward_time: 407.5330505371, weight_update_time: 1.3740320206, other_time: 23.5680541992
epoch time: 60.0698089600s, input_fired_time: 1.5180219412, output_fired_time: 0.0000000000, propagate_forward_time: 54.2362327576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3155555725
validation[          , genome 18420] predictions:    9892/  10000 (98.92%), best:    9890/10000 (98.90%), error:       352.83929, best error:       341.77734 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 727.6884155273s, input_fired_time: 13.7565860748, output_fired_time: 9.4137573242, propagate_forward_time: 272.5540161133, propagate_backward_time: 408.8998413086, weight_update_time: 1.3828300238, other_time: 23.0642089844
epoch time: 59.9462699890s, input_fired_time: 1.5122681856, output_fired_time: 0.0000000000, propagate_forward_time: 54.2043991089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2296028137
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       356.38376, best error:       341.77734 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 725.8519897461s, input_fired_time: 13.7174367905, output_fired_time: 9.4562759399, propagate_forward_time: 272.0057067871, propagate_backward_time: 407.3377075195, weight_update_time: 1.3717875481, other_time: 23.3348693848
epoch time: 60.0824813843s, input_fired_time: 1.5216993093, output_fired_time: 0.0000000000, propagate_forward_time: 54.2722625732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2885208130
validation[          , genome 18420] predictions:    9895/  10000 (98.95%), best:    9890/10000 (98.90%), error:       352.74774, best error:       341.77734 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 726.9113159180s, input_fired_time: 13.7281417847, output_fired_time: 9.4403123856, propagate_forward_time: 272.1616210938, propagate_backward_time: 408.4315185547, weight_update_time: 1.3799444437, other_time: 23.1497192383
epoch time: 60.4449462891s, input_fired_time: 1.5307487249, output_fired_time: 0.0000000000, propagate_forward_time: 54.5907554626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3234405518
validation[          , genome 18420] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       414.14127, best error:       341.77734 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 726.3710327148s, input_fired_time: 13.7690591812, output_fired_time: 9.4156036377, propagate_forward_time: 272.0087585449, propagate_backward_time: 407.9781799316, weight_update_time: 1.3816970587, other_time: 23.1994628906
epoch time: 60.4285316467s, input_fired_time: 1.5388312340, output_fired_time: 0.0000000000, propagate_forward_time: 54.5141105652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3755912781
validation[          , genome 18420] predictions:    9891/  10000 (98.91%), best:    9890/10000 (98.90%), error:       353.14359, best error:       341.77734 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 728.0744018555s, input_fired_time: 13.7728757858, output_fired_time: 9.4148912430, propagate_forward_time: 272.9656066895, propagate_backward_time: 408.6253662109, weight_update_time: 1.3742762804, other_time: 23.2956237793
epoch time: 60.2036056519s, input_fired_time: 1.5206086636, output_fired_time: 0.0000000000, propagate_forward_time: 54.3729362488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3100624084
validation[          , genome 18420] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       365.11539, best error:       341.77734 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 726.5773925781s, input_fired_time: 13.7462406158, output_fired_time: 9.4338150024, propagate_forward_time: 272.1445007324, propagate_backward_time: 407.9164123535, weight_update_time: 1.3754881620, other_time: 23.3364257812
epoch time: 59.9596748352s, input_fired_time: 1.5246671438, output_fired_time: 0.0000000000, propagate_forward_time: 54.1641235352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2708854675
validation[          , genome 18420] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       378.92035, best error:       341.77734 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 727.2772827148s, input_fired_time: 13.7686214447, output_fired_time: 9.4177713394, propagate_forward_time: 272.6348571777, propagate_backward_time: 408.3255004883, weight_update_time: 1.3802610636, other_time: 23.1305236816
epoch time: 60.6705207825s, input_fired_time: 1.5487923622, output_fired_time: 0.0000000000, propagate_forward_time: 54.8094367981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3122901917
validation[          , genome 18420] predictions:    9894/  10000 (98.94%), best:    9890/10000 (98.90%), error:       353.18851, best error:       341.77734 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 731.7037353516s, input_fired_time: 13.8309259415, output_fired_time: 9.4827136993, propagate_forward_time: 274.2778930664, propagate_backward_time: 410.7929077148, weight_update_time: 1.3807029724, other_time: 23.3192749023
epoch time: 60.5800552368s, input_fired_time: 1.5313090086, output_fired_time: 0.0000000000, propagate_forward_time: 54.6944274902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3543205261
validation[          , genome 18420] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       385.87491, best error:       341.77734 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 727.3127441406s, input_fired_time: 13.7944869995, output_fired_time: 9.4633817673, propagate_forward_time: 272.2357177734, propagate_backward_time: 408.4621276855, weight_update_time: 1.3913110495, other_time: 23.3570251465
epoch time: 60.1196022034s, input_fired_time: 1.5343986750, output_fired_time: 0.0000000000, propagate_forward_time: 54.2016258240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3835792542
validation[          , genome 18420] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       359.55243, best error:       341.77734 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 729.2164916992s, input_fired_time: 13.7772159576, output_fired_time: 9.4877338409, propagate_forward_time: 273.4113159180, propagate_backward_time: 409.3294982910, weight_update_time: 1.3757525682, other_time: 23.2107238770
epoch time: 60.6017875671s, input_fired_time: 1.5394183397, output_fired_time: 0.0000000000, propagate_forward_time: 54.7224197388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3399505615
validation[          , genome 18420] predictions:    9894/  10000 (98.94%), best:    9890/10000 (98.90%), error:       357.79480, best error:       341.77734 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 726.9183959961s, input_fired_time: 13.7593469620, output_fired_time: 9.4550819397, propagate_forward_time: 272.5744628906, propagate_backward_time: 407.8330688477, weight_update_time: 1.3794364929, other_time: 23.2964477539
epoch time: 60.0316505432s, input_fired_time: 1.5224181414, output_fired_time: 0.0000000000, propagate_forward_time: 54.0953788757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4138526917
validation[          , genome 18420] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       363.32648, best error:       341.77734 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 725.6053466797s, input_fired_time: 13.7753696442, output_fired_time: 9.3968925476, propagate_forward_time: 271.5950927734, propagate_backward_time: 407.6662902832, weight_update_time: 1.3852261305, other_time: 23.1716613770
epoch time: 60.5934143066s, input_fired_time: 1.5339933634, output_fired_time: 0.0000000000, propagate_forward_time: 54.7513122559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3081092834
validation[          , genome 18420] predictions:    9880/  10000 (98.80%), best:    9890/10000 (98.90%), error:       403.19629, best error:       341.77734 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 725.0827026367s, input_fired_time: 13.7627162933, output_fired_time: 9.4657554626, propagate_forward_time: 271.3623352051, propagate_backward_time: 407.0176696777, weight_update_time: 1.3741035461, other_time: 23.4742431641
epoch time: 60.3465957642s, input_fired_time: 1.5406589508, output_fired_time: 0.0000000000, propagate_forward_time: 54.4558219910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3501167297
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       360.72491, best error:       341.77734 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 727.5496215820s, input_fired_time: 13.8138856888, output_fired_time: 9.5281820297, propagate_forward_time: 272.1405639648, propagate_backward_time: 408.7879638672, weight_update_time: 1.3794970512, other_time: 23.2789916992
epoch time: 59.9670867920s, input_fired_time: 1.5415998697, output_fired_time: 0.0000000000, propagate_forward_time: 54.1529426575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2725448608
validation[          , genome 18420] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       370.47394, best error:       341.77734 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 726.6301269531s, input_fired_time: 13.8076953888, output_fired_time: 9.4442634583, propagate_forward_time: 272.0858459473, propagate_backward_time: 408.0354309082, weight_update_time: 1.3842583895, other_time: 23.2568969727
epoch time: 60.2286567688s, input_fired_time: 1.5311439037, output_fired_time: 0.0000000000, propagate_forward_time: 54.2678947449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4296188354
validation[          , genome 18420] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       376.05508, best error:       341.77734 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 726.1380004883s, input_fired_time: 13.7818298340, output_fired_time: 9.4144067764, propagate_forward_time: 271.9671630859, propagate_backward_time: 407.6717224121, weight_update_time: 1.3788990974, other_time: 23.3028869629
epoch time: 60.4412689209s, input_fired_time: 1.5328638554, output_fired_time: 0.0000000000, propagate_forward_time: 54.6338195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2745857239
validation[          , genome 18420] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       352.19116, best error:       341.77734 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 725.8483276367s, input_fired_time: 13.7563753128, output_fired_time: 9.4349765778, propagate_forward_time: 271.7720642090, propagate_backward_time: 407.6625366211, weight_update_time: 1.3785164356, other_time: 23.2223815918
epoch time: 60.6747970581s, input_fired_time: 1.5426192284, output_fired_time: 0.0000000000, propagate_forward_time: 54.8302536011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3019256592
validation[          , genome 18420] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       364.83881, best error:       341.77734 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 727.5601806641s, input_fired_time: 13.8137006760, output_fired_time: 9.4637880325, propagate_forward_time: 272.6617126465, propagate_backward_time: 408.3196105957, weight_update_time: 1.3810324669, other_time: 23.3013305664
epoch time: 60.3461608887s, input_fired_time: 1.5274987221, output_fired_time: 0.0000000000, propagate_forward_time: 54.5339088440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2847518921
validation[          , genome 18420] predictions:    9891/  10000 (98.91%), best:    9890/10000 (98.90%), error:       352.82443, best error:       341.77734 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 728.0223388672s, input_fired_time: 13.7928628922, output_fired_time: 9.4448480606, propagate_forward_time: 272.9153747559, propagate_backward_time: 408.6904296875, weight_update_time: 1.3826231956, other_time: 23.1788635254
epoch time: 60.4198646545s, input_fired_time: 1.5339735746, output_fired_time: 0.0000000000, propagate_forward_time: 54.6145896912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2713012695
validation[          , genome 18420] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       361.74295, best error:       341.77734 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 726.1725463867s, input_fired_time: 13.7807025909, output_fired_time: 9.4857034683, propagate_forward_time: 271.8496398926, propagate_backward_time: 407.8362426758, weight_update_time: 1.3833822012, other_time: 23.2202453613
epoch time: 60.4002685547s, input_fired_time: 1.5276159048, output_fired_time: 0.0000000000, propagate_forward_time: 54.6010971069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2715568542
validation[          , genome 18420] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       354.68481, best error:       341.77734 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 727.5679931641s, input_fired_time: 13.7942829132, output_fired_time: 9.4869298935, propagate_forward_time: 272.7582702637, propagate_backward_time: 408.3426513672, weight_update_time: 1.3787747622, other_time: 23.1858215332
epoch time: 60.1436576843s, input_fired_time: 1.5327903032, output_fired_time: 0.0000000000, propagate_forward_time: 54.3443908691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2664756775
validation[          , genome 18420] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       369.98297, best error:       341.77734 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 726.1633300781s, input_fired_time: 13.7937765121, output_fired_time: 9.4883174896, propagate_forward_time: 272.0266723633, propagate_backward_time: 407.5699462891, weight_update_time: 1.3736873865, other_time: 23.2846069336
epoch time: 60.2423934937s, input_fired_time: 1.5335118771, output_fired_time: 0.0000000000, propagate_forward_time: 54.3809585571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3279228210
validation[          , genome 18420] predictions:    9881/  10000 (98.81%), best:    9890/10000 (98.90%), error:       368.31705, best error:       341.77734 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 727.4188842773s, input_fired_time: 13.8240680695, output_fired_time: 9.4389247894, propagate_forward_time: 272.4194030762, propagate_backward_time: 408.5875244141, weight_update_time: 1.3818881512, other_time: 23.1489562988
epoch time: 60.3916053772s, input_fired_time: 1.5299999714, output_fired_time: 0.0000000000, propagate_forward_time: 54.5826454163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2789611816
validation[          , genome 18420] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       357.04413, best error:       341.77734 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 725.5968017578s, input_fired_time: 13.8022871017, output_fired_time: 9.4349203110, propagate_forward_time: 271.6013183594, propagate_backward_time: 407.5660095215, weight_update_time: 1.3801944256, other_time: 23.1922302246
epoch time: 60.4065513611s, input_fired_time: 1.5464932919, output_fired_time: 0.0000000000, propagate_forward_time: 54.5490150452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3110427856
validation[          , genome 18420] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       377.84354, best error:       341.77734 on epoch:    72, 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: 301.1085205078s, input_fired_time: 7.6401968002, output_fired_time: 0.0000000000, propagate_forward_time: 271.9504699707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 21.5178527832
best training[          , genome 18420] predictions:   49993/  50000 (99.99%), best:    9890/10000 (98.90%), error:       203.56567, best error:       341.77734 on epoch:    72, 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: 60.1885032654s, input_fired_time: 1.4992222786, output_fired_time: 0.0000000000, propagate_forward_time: 54.2746772766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4146041870
   testing[          , genome 18420] predictions:    9872/  10000 (98.72%), best:    9890/10000 (98.90%), error:       380.87726, best error:       341.77734 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:38:41 (7067): called boinc_finish(0)

</stderr_txt>
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