Nameexact_genome_1509704703_26_13862_2
Workunit2354656
Created3 Dec 2017, 6:52:45 UTC
Sent3 Dec 2017, 7:04:52 UTC
Report deadline28 Dec 2017, 2:25:05 UTC
Received3 Dec 2017, 23:11:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time9 hours 25 min 24 sec
CPU time8 hours 8 min 5 sec
Validate stateValid
Credit6,201.43
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size169.46 MB
Peak swap size172.69 MB
Peak disk usage5.46 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 352.0831909180s, input_fired_time: 7.1718654633, output_fired_time: 4.7416963577, propagate_forward_time: 124.8162689209, propagate_backward_time: 206.8855895996, weight_update_time: 1.1609954834, other_time: 8.4677581787
epoch time: 26.5527153015s, input_fired_time: 0.8282049298, output_fired_time: 0.0000000000, propagate_forward_time: 24.7774829865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9470272064
validation[          , genome 13862] predictions:    9819/  10000 (98.19%), best:    9811/10000 (98.11%), error:       588.94678, best error:       549.96606 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 351.1206665039s, input_fired_time: 7.1784853935, output_fired_time: 5.7363357544, propagate_forward_time: 126.3479309082, propagate_backward_time: 205.1388244629, weight_update_time: 0.4082511961, other_time: 6.7190856934
epoch time: 27.0196723938s, input_fired_time: 0.5755218267, output_fired_time: 0.0000000000, propagate_forward_time: 25.2376613617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2064895630
validation[          , genome 13862] predictions:    9797/  10000 (97.97%), best:    9811/10000 (98.11%), error:       651.31085, best error:       549.96606 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 281.5504760742s, input_fired_time: 5.3294005394, output_fired_time: 4.1780524254, propagate_forward_time: 99.8829269409, propagate_backward_time: 166.1903076172, weight_update_time: 0.6705481410, other_time: 5.9697875977
epoch time: 19.8314094543s, input_fired_time: 0.5724511147, output_fired_time: 0.0000000000, propagate_forward_time: 18.3137989044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9451599121
validation[          , genome 13862] predictions:    9819/  10000 (98.19%), best:    9811/10000 (98.11%), error:       579.79327, best error:       549.96606 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 257.6736145020s, input_fired_time: 5.0839962959, output_fired_time: 3.9048724174, propagate_forward_time: 91.4308700562, propagate_backward_time: 151.7801818848, weight_update_time: 0.4056517482, other_time: 5.4736938477
epoch time: 19.8175582886s, input_fired_time: 0.5782695413, output_fired_time: 0.0000000000, propagate_forward_time: 18.2808780670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9584102631
validation[          , genome 13862] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       513.82080, best error:       513.82080 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 257.8127746582s, input_fired_time: 5.0870299339, output_fired_time: 3.9060161114, propagate_forward_time: 91.4725265503, propagate_backward_time: 151.8868103027, weight_update_time: 0.4048477411, other_time: 5.4603881836
epoch time: 19.8071632385s, input_fired_time: 0.5693643093, output_fired_time: 0.0000000000, propagate_forward_time: 18.2950820923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9427165985
validation[          , genome 13862] predictions:    9736/  10000 (97.36%), best:    9839/10000 (98.39%), error:       818.08539, best error:       513.82080 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 258.2769775391s, input_fired_time: 5.0928721428, output_fired_time: 3.9146351814, propagate_forward_time: 91.6480941772, propagate_backward_time: 152.1554718018, weight_update_time: 0.4045483172, other_time: 5.4658966064
epoch time: 19.8597469330s, input_fired_time: 0.5778301954, output_fired_time: 0.0000000000, propagate_forward_time: 18.3319950104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9499225616
validation[          , genome 13862] predictions:    9825/  10000 (98.25%), best:    9839/10000 (98.39%), error:       525.79071, best error:       513.82080 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 257.6175842285s, input_fired_time: 5.0849633217, output_fired_time: 3.9038698673, propagate_forward_time: 91.4315338135, propagate_backward_time: 151.7681884766, weight_update_time: 0.4031073451, other_time: 5.4290313721
epoch time: 19.8185176849s, input_fired_time: 0.5760785937, output_fired_time: 0.0000000000, propagate_forward_time: 18.2917633057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9506759644
validation[          , genome 13862] predictions:    9836/  10000 (98.36%), best:    9839/10000 (98.39%), error:       529.13257, best error:       513.82080 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 257.9003906250s, input_fired_time: 5.0949511528, output_fired_time: 3.9084923267, propagate_forward_time: 91.5373764038, propagate_backward_time: 151.8636474609, weight_update_time: 0.4058718979, other_time: 5.4959106445
epoch time: 19.8726406097s, input_fired_time: 0.5793638229, output_fired_time: 0.0000000000, propagate_forward_time: 18.3397579193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9535198212
validation[          , genome 13862] predictions:    9829/  10000 (98.29%), best:    9839/10000 (98.39%), error:       527.99188, best error:       513.82080 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 257.7817993164s, input_fired_time: 5.1050882339, output_fired_time: 3.9061591625, propagate_forward_time: 91.4326553345, propagate_backward_time: 151.8363952637, weight_update_time: 0.4062363803, other_time: 5.5014953613
epoch time: 19.8429927826s, input_fired_time: 0.5796366334, output_fired_time: 0.0000000000, propagate_forward_time: 18.3028488159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9605064392
validation[          , genome 13862] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       477.73364, best error:       477.73364 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 258.5677490234s, input_fired_time: 5.1480207443, output_fired_time: 3.9185025692, propagate_forward_time: 91.6902084351, propagate_backward_time: 152.1724395752, weight_update_time: 0.4108879268, other_time: 5.6385650635
epoch time: 19.8435173035s, input_fired_time: 0.5801364779, output_fired_time: 0.0000000000, propagate_forward_time: 18.2944087982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9689712524
validation[          , genome 13862] predictions:    9841/  10000 (98.41%), best:    9850/10000 (98.50%), error:       485.62939, best error:       477.73364 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 258.1530761719s, input_fired_time: 5.1564536095, output_fired_time: 3.9119884968, propagate_forward_time: 91.5489959717, propagate_backward_time: 151.9404754639, weight_update_time: 0.4101206660, other_time: 5.5951690674
epoch time: 19.8574962616s, input_fired_time: 0.5814880133, output_fired_time: 0.0000000000, propagate_forward_time: 18.3140220642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9619865417
validation[          , genome 13862] predictions:    9835/  10000 (98.35%), best:    9850/10000 (98.50%), error:       504.02637, best error:       477.73364 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 258.5664367676s, input_fired_time: 5.1633672714, output_fired_time: 3.9200339317, propagate_forward_time: 91.7071380615, propagate_backward_time: 152.1682586670, weight_update_time: 0.4112396240, other_time: 5.6076507568
epoch time: 19.8451271057s, input_fired_time: 0.5782080293, output_fired_time: 0.0000000000, propagate_forward_time: 18.3006153107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9663028717
validation[          , genome 13862] predictions:    9821/  10000 (98.21%), best:    9850/10000 (98.50%), error:       527.89893, best error:       477.73364 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 257.9960327148s, input_fired_time: 5.1376986504, output_fired_time: 3.9111607075, propagate_forward_time: 91.5169982910, propagate_backward_time: 151.8381195068, weight_update_time: 0.4100851119, other_time: 5.5920562744
epoch time: 19.8539199829s, input_fired_time: 0.5811099410, output_fired_time: 0.0000000000, propagate_forward_time: 18.2966804504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9761295319
validation[          , genome 13862] predictions:    9831/  10000 (98.31%), best:    9850/10000 (98.50%), error:       534.07495, best error:       477.73364 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 293.5189514160s, input_fired_time: 5.1701335907, output_fired_time: 4.4394555092, propagate_forward_time: 103.8277740479, propagate_backward_time: 173.6981201172, weight_update_time: 0.4127793610, other_time: 6.3834686279
epoch time: 26.9611129761s, input_fired_time: 0.8403350711, output_fired_time: 0.0000000000, propagate_forward_time: 24.6303043365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4904727936
validation[          , genome 13862] predictions:    9845/  10000 (98.45%), best:    9850/10000 (98.50%), error:       543.97186, best error:       477.73364 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 349.7749938965s, input_fired_time: 6.7324438095, output_fired_time: 5.4794931412, propagate_forward_time: 123.0743865967, propagate_backward_time: 206.8097229004, weight_update_time: 0.4164912701, other_time: 7.6789398193
epoch time: 26.9741268158s, input_fired_time: 0.5972895622, output_fired_time: 0.0000000000, propagate_forward_time: 25.1411170959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2357196808
validation[          , genome 13862] predictions:    9840/  10000 (98.40%), best:    9850/10000 (98.50%), error:       500.56586, best error:       477.73364 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 349.6629333496s, input_fired_time: 6.7384190559, output_fired_time: 5.2339663506, propagate_forward_time: 123.8083038330, propagate_backward_time: 204.9438781738, weight_update_time: 1.1667394638, other_time: 8.9383392334
epoch time: 26.9793930054s, input_fired_time: 0.8458529115, output_fired_time: 0.0000000000, propagate_forward_time: 24.8980159760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2355232239
validation[          , genome 13862] predictions:    9848/  10000 (98.48%), best:    9850/10000 (98.50%), error:       521.45178, best error:       477.73364 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 348.9844665527s, input_fired_time: 7.4849128723, output_fired_time: 5.9818925858, propagate_forward_time: 123.1755752563, propagate_backward_time: 204.4122772217, weight_update_time: 0.4149726927, other_time: 7.9297943115
epoch time: 26.6372394562s, input_fired_time: 0.5913840532, output_fired_time: 0.0000000000, propagate_forward_time: 25.0677490234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9781055450
validation[          , genome 13862] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       460.60995, best error:       460.60995 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 349.8306274414s, input_fired_time: 7.2384781837, output_fired_time: 4.9748296738, propagate_forward_time: 123.9910812378, propagate_backward_time: 205.4298095703, weight_update_time: 0.9172800779, other_time: 8.1964416504
epoch time: 26.6537933350s, input_fired_time: 0.5901768208, output_fired_time: 0.0000000000, propagate_forward_time: 24.5882949829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4753208160
validation[          , genome 13862] predictions:    9843/  10000 (98.43%), best:    9858/10000 (98.58%), error:       509.73856, best error:       460.60995 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 346.3911132813s, input_fired_time: 6.7000098228, output_fired_time: 4.9473471642, propagate_forward_time: 120.9382095337, propagate_backward_time: 205.4201507568, weight_update_time: 0.9128738046, other_time: 8.3853912354
epoch time: 26.3691387177s, input_fired_time: 1.0841013193, output_fired_time: 0.0000000000, propagate_forward_time: 24.3177890778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9672489166
validation[          , genome 13862] predictions:    9843/  10000 (98.43%), best:    9858/10000 (98.58%), error:       530.30267, best error:       460.60995 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 345.7760314941s, input_fired_time: 7.6844439507, output_fired_time: 5.1877117157, propagate_forward_time: 122.5506820679, propagate_backward_time: 202.2096252441, weight_update_time: 0.6632218957, other_time: 8.1435546875
epoch time: 26.6062908173s, input_fired_time: 1.3384107351, output_fired_time: 0.0000000000, propagate_forward_time: 23.7875003815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4803791046
validation[          , genome 13862] predictions:    9842/  10000 (98.42%), best:    9858/10000 (98.58%), error:       521.36243, best error:       460.60995 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 348.0661926270s, input_fired_time: 7.1964755058, output_fired_time: 4.2049531937, propagate_forward_time: 123.3118438721, propagate_backward_time: 205.6592559814, weight_update_time: 0.4131454825, other_time: 7.6936645508
epoch time: 26.4006919861s, input_fired_time: 0.8467795253, output_fired_time: 0.0000000000, propagate_forward_time: 24.3355484009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2183647156
validation[          , genome 13862] predictions:    9854/  10000 (98.54%), best:    9858/10000 (98.58%), error:       482.57883, best error:       460.60995 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 346.4880981445s, input_fired_time: 7.4521732330, output_fired_time: 5.9555516243, propagate_forward_time: 122.1021118164, propagate_backward_time: 203.0551757813, weight_update_time: 1.1783480644, other_time: 7.9230651855
epoch time: 26.5230197906s, input_fired_time: 1.0923664570, output_fired_time: 0.0000000000, propagate_forward_time: 24.1908340454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2398185730
validation[          , genome 13862] predictions:    9861/  10000 (98.61%), best:    9858/10000 (98.58%), error:       467.95880, best error:       460.60995 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 347.3480529785s, input_fired_time: 7.4829192162, output_fired_time: 4.7161478996, propagate_forward_time: 122.2993316650, propagate_backward_time: 204.6646118164, weight_update_time: 1.1655263901, other_time: 8.1850433350
epoch time: 26.6206474304s, input_fired_time: 0.8419082165, output_fired_time: 0.0000000000, propagate_forward_time: 24.5526485443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2260913849
validation[          , genome 13862] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       446.16678, best error:       446.16678 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 349.7163696289s, input_fired_time: 5.7592606544, output_fired_time: 4.4821605682, propagate_forward_time: 125.2514343262, propagate_backward_time: 206.7820587158, weight_update_time: 0.6667438149, other_time: 7.4414825439
epoch time: 27.1155681610s, input_fired_time: 0.8465015888, output_fired_time: 0.0000000000, propagate_forward_time: 24.5273227692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7417430878
validation[          , genome 13862] predictions:    9844/  10000 (98.44%), best:    9853/10000 (98.53%), error:       513.87714, best error:       446.16678 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 354.7481384277s, input_fired_time: 7.0695075989, output_fired_time: 4.7812576294, propagate_forward_time: 124.7331466675, propagate_backward_time: 210.6609649658, weight_update_time: 0.4195280969, other_time: 7.5032501221
epoch time: 26.7922725677s, input_fired_time: 0.6040552855, output_fired_time: 0.0000000000, propagate_forward_time: 24.4091091156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7791080475
validation[          , genome 13862] predictions:    9850/  10000 (98.50%), best:    9853/10000 (98.53%), error:       477.11539, best error:       446.16678 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 258.0387268066s, input_fired_time: 5.1512284279, output_fired_time: 3.9123489857, propagate_forward_time: 91.5602264404, propagate_backward_time: 151.8467407227, weight_update_time: 0.4092271030, other_time: 5.5681762695
epoch time: 19.8735485077s, input_fired_time: 0.5833582878, output_fired_time: 0.0000000000, propagate_forward_time: 18.3355865479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9546031952
validation[          , genome 13862] predictions:    9846/  10000 (98.46%), best:    9853/10000 (98.53%), error:       509.66650, best error:       446.16678 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 257.7086181641s, input_fired_time: 5.1472492218, output_fired_time: 3.9064061642, propagate_forward_time: 91.4633255005, propagate_backward_time: 151.6664428711, weight_update_time: 0.4073045552, other_time: 5.5252075195
epoch time: 19.8371124268s, input_fired_time: 0.5863830447, output_fired_time: 0.0000000000, propagate_forward_time: 18.2981433868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9525852203
validation[          , genome 13862] predictions:    9856/  10000 (98.56%), best:    9853/10000 (98.53%), error:       477.88394, best error:       446.16678 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 258.1956787109s, input_fired_time: 5.1611084938, output_fired_time: 3.9163784981, propagate_forward_time: 91.6468963623, propagate_backward_time: 151.9132995605, weight_update_time: 0.4088681936, other_time: 5.5579986572
epoch time: 19.8154392242s, input_fired_time: 0.5840424299, output_fired_time: 0.0000000000, propagate_forward_time: 18.2801094055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9512882233
validation[          , genome 13862] predictions:    9849/  10000 (98.49%), best:    9853/10000 (98.53%), error:       487.37531, best error:       446.16678 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 257.7430419922s, input_fired_time: 5.1449317932, output_fired_time: 3.9082815647, propagate_forward_time: 91.5192184448, propagate_backward_time: 151.6488647461, weight_update_time: 0.4074583650, other_time: 5.5217590332
epoch time: 19.8142471313s, input_fired_time: 0.5823038816, output_fired_time: 0.0000000000, propagate_forward_time: 18.2822723389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9496707916
validation[          , genome 13862] predictions:    9850/  10000 (98.50%), best:    9853/10000 (98.53%), error:       480.87427, best error:       446.16678 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 257.6123352051s, input_fired_time: 5.1412186623, output_fired_time: 3.9059979916, propagate_forward_time: 91.4684219360, propagate_backward_time: 151.5836639404, weight_update_time: 0.4072942436, other_time: 5.5130462646
epoch time: 19.8597908020s, input_fired_time: 0.5851411223, output_fired_time: 0.0000000000, propagate_forward_time: 18.3220062256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9526443481
validation[          , genome 13862] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       442.66544, best error:       442.66544 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 257.7030944824s, input_fired_time: 5.1244325638, output_fired_time: 3.9064738750, propagate_forward_time: 91.4925155640, propagate_backward_time: 151.7159423828, weight_update_time: 0.4058538079, other_time: 5.4637145996
epoch time: 19.7949218750s, input_fired_time: 0.5848872662, output_fired_time: 0.0000000000, propagate_forward_time: 18.2700099945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9400253296
validation[          , genome 13862] predictions:    9854/  10000 (98.54%), best:    9869/10000 (98.69%), error:       478.45505, best error:       442.66544 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 257.4701843262s, input_fired_time: 5.1407799721, output_fired_time: 3.9056823254, propagate_forward_time: 91.4048538208, propagate_backward_time: 151.5826721191, weight_update_time: 0.4047366083, other_time: 5.4361877441
epoch time: 19.8330307007s, input_fired_time: 0.5835589170, output_fired_time: 0.0000000000, propagate_forward_time: 18.3025703430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9469013214
validation[          , genome 13862] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       440.78760, best error:       440.78760 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 257.4246215820s, input_fired_time: 5.1230101585, output_fired_time: 3.9035120010, propagate_forward_time: 91.3990554810, propagate_backward_time: 151.5604248047, weight_update_time: 0.4047386050, other_time: 5.4385986328
epoch time: 19.7935409546s, input_fired_time: 0.5821596980, output_fired_time: 0.0000000000, propagate_forward_time: 18.2705841064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9407978058
validation[          , genome 13862] predictions:    9853/  10000 (98.53%), best:    9865/10000 (98.65%), error:       487.57938, best error:       440.78760 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 257.4031982422s, input_fired_time: 5.1246037483, output_fired_time: 3.9024484158, propagate_forward_time: 91.4002456665, propagate_backward_time: 151.5476837158, weight_update_time: 0.4042354822, other_time: 5.4282073975
epoch time: 19.8252906799s, input_fired_time: 0.5829377770, output_fired_time: 0.0000000000, propagate_forward_time: 18.2991809845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9431724548
validation[          , genome 13862] predictions:    9851/  10000 (98.51%), best:    9865/10000 (98.65%), error:       450.76843, best error:       440.78760 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 257.6168823242s, input_fired_time: 5.1400527954, output_fired_time: 3.9081974030, propagate_forward_time: 91.4646682739, propagate_backward_time: 151.6593475342, weight_update_time: 0.4050157666, other_time: 5.4446258545
epoch time: 19.8352127075s, input_fired_time: 0.5829802752, output_fired_time: 0.0000000000, propagate_forward_time: 18.3039608002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9482707977
validation[          , genome 13862] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       439.11368, best error:       439.11368 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 257.3682861328s, input_fired_time: 5.1253075600, output_fired_time: 3.9027342796, propagate_forward_time: 91.3873138428, propagate_backward_time: 151.4790496826, weight_update_time: 0.4057582319, other_time: 5.4738769531
epoch time: 19.9022445679s, input_fired_time: 0.5858332515, output_fired_time: 0.0000000000, propagate_forward_time: 18.3634929657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9529190063
validation[          , genome 13862] predictions:    9829/  10000 (98.29%), best:    9868/10000 (98.68%), error:       524.35138, best error:       439.11368 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 257.4448852539s, input_fired_time: 5.1260051727, output_fired_time: 3.9035053253, propagate_forward_time: 91.4090499878, propagate_backward_time: 151.5469818115, weight_update_time: 0.4057331383, other_time: 5.4593353271
epoch time: 19.8261470795s, input_fired_time: 0.5834996104, output_fired_time: 0.0000000000, propagate_forward_time: 18.3034553528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9391918182
validation[          , genome 13862] predictions:    9853/  10000 (98.53%), best:    9868/10000 (98.68%), error:       484.92432, best error:       439.11368 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 257.3353271484s, input_fired_time: 5.1175460815, output_fired_time: 3.9033155441, propagate_forward_time: 91.4345397949, propagate_backward_time: 151.4871673584, weight_update_time: 0.4033666551, other_time: 5.3927459717
epoch time: 19.8316192627s, input_fired_time: 0.5843418837, output_fired_time: 0.0000000000, propagate_forward_time: 18.3131923676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9340858459
validation[          , genome 13862] predictions:    9865/  10000 (98.65%), best:    9868/10000 (98.68%), error:       443.44360, best error:       439.11368 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 257.3162536621s, input_fired_time: 5.1160063744, output_fired_time: 3.9032101631, propagate_forward_time: 91.4307327271, propagate_backward_time: 151.4885406494, weight_update_time: 0.4027199149, other_time: 5.3777618408
epoch time: 19.7880859375s, input_fired_time: 0.5846117139, output_fired_time: 0.0000000000, propagate_forward_time: 18.2699718475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9335021973
validation[          , genome 13862] predictions:    9830/  10000 (98.30%), best:    9868/10000 (98.68%), error:       530.83752, best error:       439.11368 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 257.7399291992s, input_fired_time: 5.1584472656, output_fired_time: 3.9081974030, propagate_forward_time: 91.5457763672, propagate_backward_time: 151.6594848633, weight_update_time: 0.4048319459, other_time: 5.4680175781
epoch time: 19.8617572784s, input_fired_time: 0.5865849257, output_fired_time: 0.0000000000, propagate_forward_time: 18.3258056641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9493675232
validation[          , genome 13862] predictions:    9847/  10000 (98.47%), best:    9868/10000 (98.68%), error:       501.37402, best error:       439.11368 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 257.9330444336s, input_fired_time: 5.1569719315, output_fired_time: 3.9182820320, propagate_forward_time: 91.5885620117, propagate_backward_time: 151.8102111816, weight_update_time: 0.4050725698, other_time: 5.4590148926
epoch time: 19.8184680939s, input_fired_time: 0.5886605382, output_fired_time: 0.0000000000, propagate_forward_time: 18.2881603241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9416465759
validation[          , genome 13862] predictions:    9853/  10000 (98.53%), best:    9868/10000 (98.68%), error:       449.86560, best error:       439.11368 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 257.8302917480s, input_fired_time: 5.1383523941, output_fired_time: 3.9128737450, propagate_forward_time: 91.5757751465, propagate_backward_time: 151.7610473633, weight_update_time: 0.4051702619, other_time: 5.4422454834
epoch time: 21.3738059998s, input_fired_time: 0.5879525542, output_fired_time: 0.0000000000, propagate_forward_time: 19.8437309265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9421234131
validation[          , genome 13862] predictions:    9856/  10000 (98.56%), best:    9868/10000 (98.68%), error:       464.57547, best error:       439.11368 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 349.8843078613s, input_fired_time: 6.9807715416, output_fired_time: 5.7171959877, propagate_forward_time: 124.7270507813, propagate_backward_time: 204.9329528809, weight_update_time: 0.6626187563, other_time: 7.5263366699
epoch time: 27.0123844147s, input_fired_time: 0.5992906094, output_fired_time: 0.0000000000, propagate_forward_time: 24.4586563110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9544372559
validation[          , genome 13862] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       438.15759, best error:       438.15759 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 349.4728393555s, input_fired_time: 6.2276701927, output_fired_time: 5.2209582329, propagate_forward_time: 126.7257995605, propagate_backward_time: 204.5404815674, weight_update_time: 0.6619156599, other_time: 6.7579498291
epoch time: 26.9945678711s, input_fired_time: 0.5983703136, output_fired_time: 0.0000000000, propagate_forward_time: 24.9338874817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4623107910
validation[          , genome 13862] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       422.20889, best error:       422.20889 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 349.3247985840s, input_fired_time: 6.2433314323, output_fired_time: 5.9764237404, propagate_forward_time: 124.3055572510, propagate_backward_time: 206.0299835205, weight_update_time: 0.4111563861, other_time: 6.7695312500
epoch time: 27.0310916901s, input_fired_time: 0.8524211645, output_fired_time: 0.0000000000, propagate_forward_time: 24.9693412781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2093296051
validation[          , genome 13862] predictions:    9841/  10000 (98.41%), best:    9869/10000 (98.69%), error:       510.69794, best error:       422.20889 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 351.0603637695s, input_fired_time: 6.5039739609, output_fired_time: 6.5126800537, propagate_forward_time: 124.2658386230, propagate_backward_time: 206.9495697021, weight_update_time: 0.4142859578, other_time: 6.8282928467
epoch time: 27.2136898041s, input_fired_time: 0.8552885652, output_fired_time: 0.0000000000, propagate_forward_time: 24.8833141327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4750862122
validation[          , genome 13862] predictions:    9859/  10000 (98.59%), best:    9869/10000 (98.69%), error:       462.94220, best error:       422.20889 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 352.0122680664s, input_fired_time: 7.0325613022, output_fired_time: 5.2516121864, propagate_forward_time: 125.6494674683, propagate_backward_time: 207.2294921875, weight_update_time: 0.4159896374, other_time: 6.8491210938
epoch time: 27.2429981232s, input_fired_time: 0.8574478626, output_fired_time: 0.0000000000, propagate_forward_time: 24.8992729187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4862766266
validation[          , genome 13862] predictions:    9858/  10000 (98.58%), best:    9869/10000 (98.69%), error:       449.79269, best error:       422.20889 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 350.8059692383s, input_fired_time: 6.7917585373, output_fired_time: 5.4927711487, propagate_forward_time: 124.2741088867, propagate_backward_time: 207.3134460449, weight_update_time: 0.6684678197, other_time: 6.9338989258
epoch time: 27.1702423096s, input_fired_time: 0.6046448946, output_fired_time: 0.0000000000, propagate_forward_time: 25.5762081146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9893894196
validation[          , genome 13862] predictions:    9867/  10000 (98.67%), best:    9869/10000 (98.69%), error:       432.22177, best error:       422.20889 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 351.4367370605s, input_fired_time: 7.8068428040, output_fired_time: 5.2467246056, propagate_forward_time: 123.2112655640, propagate_backward_time: 207.5007476807, weight_update_time: 0.4175063372, other_time: 7.6711273193
epoch time: 27.0402946472s, input_fired_time: 0.6014567614, output_fired_time: 0.0000000000, propagate_forward_time: 25.2105102539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2283267975
validation[          , genome 13862] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       449.15250, best error:       422.20889 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 351.0926513672s, input_fired_time: 8.0363140106, output_fired_time: 5.9985547066, propagate_forward_time: 123.3358154297, propagate_backward_time: 206.0106201172, weight_update_time: 0.4196444750, other_time: 7.7113342285
epoch time: 27.0319881439s, input_fired_time: 1.3519691229, output_fired_time: 0.0000000000, propagate_forward_time: 23.9572086334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7228107452
validation[          , genome 13862] predictions:    9846/  10000 (98.46%), best:    9869/10000 (98.69%), error:       489.58176, best error:       422.20889 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 350.9254455566s, input_fired_time: 6.7910838127, output_fired_time: 5.2511100769, propagate_forward_time: 123.8772583008, propagate_backward_time: 206.8355102539, weight_update_time: 0.6668031812, other_time: 8.1705017090
epoch time: 27.2710533142s, input_fired_time: 0.8618494868, output_fired_time: 0.0000000000, propagate_forward_time: 25.1837749481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2254295349
validation[          , genome 13862] predictions:    9854/  10000 (98.54%), best:    9869/10000 (98.69%), error:       452.26630, best error:       422.20889 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 349.6003417969s, input_fired_time: 9.0778160095, output_fired_time: 4.9797911644, propagate_forward_time: 123.9771575928, propagate_backward_time: 204.6478576660, weight_update_time: 0.6677263379, other_time: 6.9177093506
epoch time: 26.9974994659s, input_fired_time: 1.3557438850, output_fired_time: 0.0000000000, propagate_forward_time: 24.6705989838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9711570740
validation[          , genome 13862] predictions:    9842/  10000 (98.42%), best:    9869/10000 (98.69%), error:       480.24173, best error:       422.20889 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 312.4911499023s, input_fired_time: 6.4880108833, output_fired_time: 4.7189674377, propagate_forward_time: 110.7061004639, propagate_backward_time: 184.2192840576, weight_update_time: 0.4125454128, other_time: 6.3587951660
epoch time: 19.8719902039s, input_fired_time: 0.5902293324, output_fired_time: 0.0000000000, propagate_forward_time: 18.3271598816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9546012878
validation[          , genome 13862] predictions:    9866/  10000 (98.66%), best:    9869/10000 (98.69%), error:       463.60437, best error:       422.20889 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 257.7664184570s, input_fired_time: 5.1804480553, output_fired_time: 3.9101436138, propagate_forward_time: 91.5420608521, propagate_backward_time: 151.6220855713, weight_update_time: 0.4071133435, other_time: 5.5116729736
epoch time: 19.8852634430s, input_fired_time: 0.5917229056, output_fired_time: 0.0000000000, propagate_forward_time: 18.3393287659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9542121887
validation[          , genome 13862] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       443.24582, best error:       422.20889 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 257.7765502930s, input_fired_time: 5.1671113968, output_fired_time: 3.9091510773, propagate_forward_time: 91.5405044556, propagate_backward_time: 151.6494140625, weight_update_time: 0.4069501460, other_time: 5.5103759766
epoch time: 19.8331241608s, input_fired_time: 0.5890399218, output_fired_time: 0.0000000000, propagate_forward_time: 18.2919902802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9520931244
validation[          , genome 13862] predictions:    9832/  10000 (98.32%), best:    9869/10000 (98.69%), error:       576.45581, best error:       422.20889 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 257.6145019531s, input_fired_time: 5.1964507103, output_fired_time: 3.9084558487, propagate_forward_time: 91.4676208496, propagate_backward_time: 151.5289459229, weight_update_time: 0.4072310328, other_time: 5.5130157471
epoch time: 19.8380718231s, input_fired_time: 0.5889676809, output_fired_time: 0.0000000000, propagate_forward_time: 18.2946033478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9545001984
validation[          , genome 13862] predictions:    9862/  10000 (98.62%), best:    9869/10000 (98.69%), error:       459.01447, best error:       422.20889 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 257.6506347656s, input_fired_time: 5.1839017868, output_fired_time: 3.9066262245, propagate_forward_time: 91.4961242676, propagate_backward_time: 151.5401763916, weight_update_time: 0.4073461592, other_time: 5.5238037109
epoch time: 19.8372898102s, input_fired_time: 0.5907982588, output_fired_time: 0.0000000000, propagate_forward_time: 18.2917690277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9547233582
validation[          , genome 13862] predictions:    9865/  10000 (98.65%), best:    9869/10000 (98.69%), error:       447.97604, best error:       422.20889 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 257.6536254883s, input_fired_time: 5.1938352585, output_fired_time: 3.9084150791, propagate_forward_time: 91.5065155029, propagate_backward_time: 151.5308074951, weight_update_time: 0.4070689380, other_time: 5.5140533447
epoch time: 19.8920269012s, input_fired_time: 0.5955471396, output_fired_time: 0.0000000000, propagate_forward_time: 18.3343582153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9621219635
validation[          , genome 13862] predictions:    9873/  10000 (98.73%), best:    9869/10000 (98.69%), error:       451.62054, best error:       422.20889 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 257.7831115723s, input_fired_time: 5.2065262794, output_fired_time: 3.9097709656, propagate_forward_time: 91.5270004272, propagate_backward_time: 151.5746917725, weight_update_time: 0.4085871279, other_time: 5.5651092529
epoch time: 20.0051841736s, input_fired_time: 0.6014476418, output_fired_time: 0.0000000000, propagate_forward_time: 18.4278030396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9759330750
validation[          , genome 13862] predictions:    9865/  10000 (98.65%), best:    9869/10000 (98.69%), error:       448.13751, best error:       422.20889 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 257.8344116211s, input_fired_time: 5.2024621964, output_fired_time: 3.9138035774, propagate_forward_time: 91.5489807129, propagate_backward_time: 151.5930938721, weight_update_time: 0.4097599983, other_time: 5.5760650635
epoch time: 19.8714256287s, input_fired_time: 0.5947436690, output_fired_time: 0.0000000000, propagate_forward_time: 18.3097381592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9669437408
validation[          , genome 13862] predictions:    9861/  10000 (98.61%), best:    9869/10000 (98.69%), error:       447.19147, best error:       422.20889 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 258.1243286133s, input_fired_time: 5.2141695023, output_fired_time: 3.9194302559, propagate_forward_time: 91.6218185425, propagate_backward_time: 151.7586364746, weight_update_time: 0.4109232724, other_time: 5.6102600098
epoch time: 19.8987445831s, input_fired_time: 0.5969927907, output_fired_time: 0.0000000000, propagate_forward_time: 18.3262729645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9754791260
validation[          , genome 13862] predictions:    9855/  10000 (98.55%), best:    9869/10000 (98.69%), error:       465.86249, best error:       422.20889 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 258.7538452148s, input_fired_time: 5.2388010025, output_fired_time: 3.9289851189, propagate_forward_time: 91.8865661621, propagate_backward_time: 152.0455322266, weight_update_time: 0.4128577411, other_time: 5.6539611816
epoch time: 20.0675754547s, input_fired_time: 0.6084017754, output_fired_time: 0.0000000000, propagate_forward_time: 18.4667549133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9924182892
validation[          , genome 13862] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       433.68033, best error:       422.20889 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 258.4304504395s, input_fired_time: 5.2368979454, output_fired_time: 3.9207923412, propagate_forward_time: 91.7683258057, propagate_backward_time: 151.8732147217, weight_update_time: 0.4114246666, other_time: 5.6312255859
epoch time: 19.8837623596s, input_fired_time: 0.5979153514, output_fired_time: 0.0000000000, propagate_forward_time: 18.3129329681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9729137421
validation[          , genome 13862] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       461.78705, best error:       422.20889 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 258.3233337402s, input_fired_time: 5.2214846611, output_fired_time: 3.9200425148, propagate_forward_time: 91.6802139282, propagate_backward_time: 151.8811798096, weight_update_time: 0.4121437371, other_time: 5.6204071045
epoch time: 19.9648437500s, input_fired_time: 0.5993677974, output_fired_time: 0.0000000000, propagate_forward_time: 18.3732261658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9922504425
validation[          , genome 13862] predictions:    9870/  10000 (98.70%), best:    9869/10000 (98.69%), error:       447.31317, best error:       422.20889 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 258.1262512207s, input_fired_time: 5.2150335312, output_fired_time: 3.9160525799, propagate_forward_time: 91.6199874878, propagate_backward_time: 151.7643127441, weight_update_time: 0.4109734297, other_time: 5.6108703613
epoch time: 19.8641662598s, input_fired_time: 0.5956475139, output_fired_time: 0.0000000000, propagate_forward_time: 18.3052806854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9632377625
validation[          , genome 13862] predictions:    9861/  10000 (98.61%), best:    9869/10000 (98.69%), error:       454.27533, best error:       422.20889 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 258.0881652832s, input_fired_time: 5.2100958824, output_fired_time: 3.9153249264, propagate_forward_time: 91.6637725830, propagate_backward_time: 151.7203521729, weight_update_time: 0.4095136225, other_time: 5.5786132813
epoch time: 19.8575057983s, input_fired_time: 0.5923557878, output_fired_time: 0.0000000000, propagate_forward_time: 18.3027076721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9624423981
validation[          , genome 13862] predictions:    9851/  10000 (98.51%), best:    9869/10000 (98.69%), error:       472.48053, best error:       422.20889 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 257.9667358398s, input_fired_time: 5.1956920624, output_fired_time: 3.9154026508, propagate_forward_time: 91.5941696167, propagate_backward_time: 151.6874389648, weight_update_time: 0.4109372199, other_time: 5.5740356445
epoch time: 19.8696308136s, input_fired_time: 0.5960623026, output_fired_time: 0.0000000000, propagate_forward_time: 18.3060283661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9675407410
validation[          , genome 13862] predictions:    9862/  10000 (98.62%), best:    9869/10000 (98.69%), error:       482.50229, best error:       422.20889 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 273.1904602051s, input_fired_time: 5.4788298607, output_fired_time: 3.9297657013, propagate_forward_time: 97.3866958618, propagate_backward_time: 160.0293579102, weight_update_time: 0.6617824435, other_time: 6.3658142090
epoch time: 27.0207271576s, input_fired_time: 1.1069122553, output_fired_time: 0.0000000000, propagate_forward_time: 24.6679382324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2458763123
validation[          , genome 13862] predictions:    9873/  10000 (98.73%), best:    9869/10000 (98.69%), error:       466.98370, best error:       422.20889 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 348.9680480957s, input_fired_time: 7.2729678154, output_fired_time: 4.9832162857, propagate_forward_time: 123.5066604614, propagate_backward_time: 206.2606201172, weight_update_time: 0.4157146811, other_time: 6.9445800781
epoch time: 27.0154933929s, input_fired_time: 0.8553288579, output_fired_time: 0.0000000000, propagate_forward_time: 24.9139785767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2461853027
validation[          , genome 13862] predictions:    9861/  10000 (98.61%), best:    9869/10000 (98.69%), error:       471.07553, best error:       422.20889 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 365.5558166504s, input_fired_time: 8.3910675049, output_fired_time: 4.6359567642, propagate_forward_time: 129.5919342041, propagate_backward_time: 214.8559265137, weight_update_time: 0.4272046983, other_time: 8.0809173584
epoch time: 31.0836372375s, input_fired_time: 0.6627728343, output_fired_time: 0.0000000000, propagate_forward_time: 29.3558769226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0649871826
validation[          , genome 13862] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       482.01669, best error:       422.20889 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 372.7196044922s, input_fired_time: 6.7071127892, output_fired_time: 6.1989140511, propagate_forward_time: 135.3980865479, propagate_backward_time: 216.7870025635, weight_update_time: 0.4312981665, other_time: 7.6284790039
epoch time: 27.8064956665s, input_fired_time: 0.8679494858, output_fired_time: 0.0000000000, propagate_forward_time: 25.6808719635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2576732635
validation[          , genome 13862] predictions:    9865/  10000 (98.65%), best:    9869/10000 (98.69%), error:       451.14020, best error:       422.20889 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 367.8875427246s, input_fired_time: 7.4104394913, output_fired_time: 5.4149551392, propagate_forward_time: 129.5926361084, propagate_backward_time: 218.1432647705, weight_update_time: 0.6781710982, other_time: 7.3262634277
epoch time: 28.7594928741s, input_fired_time: 0.8786453605, output_fired_time: 0.0000000000, propagate_forward_time: 26.8478946686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0329532623
validation[          , genome 13862] predictions:    9864/  10000 (98.64%), best:    9869/10000 (98.69%), error:       467.25620, best error:       422.20889 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 354.9619750977s, input_fired_time: 6.8245015144, output_fired_time: 6.0425958633, propagate_forward_time: 127.3543930054, propagate_backward_time: 206.7504577637, weight_update_time: 0.6693635583, other_time: 7.9900207520
epoch time: 26.9475688934s, input_fired_time: 0.8531590700, output_fired_time: 0.0000000000, propagate_forward_time: 24.6054840088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4889259338
validation[          , genome 13862] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       470.00565, best error:       422.20889 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 348.2425537109s, input_fired_time: 7.7633495331, output_fired_time: 5.4520998001, propagate_forward_time: 124.3160400391, propagate_backward_time: 203.0239410400, weight_update_time: 0.4152666330, other_time: 7.6871490479
epoch time: 26.9196319580s, input_fired_time: 0.8536347747, output_fired_time: 0.0000000000, propagate_forward_time: 25.0756530762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9903450012
validation[          , genome 13862] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       451.82388, best error:       422.20889 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 346.0046691895s, input_fired_time: 6.5033783913, output_fired_time: 4.6874637604, propagate_forward_time: 119.5152130127, propagate_backward_time: 208.8721466064, weight_update_time: 0.4145769477, other_time: 6.4264526367
epoch time: 26.8573856354s, input_fired_time: 1.1051799059, output_fired_time: 0.0000000000, propagate_forward_time: 24.5116081238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2405967712
validation[          , genome 13862] predictions:    9862/  10000 (98.62%), best:    9869/10000 (98.69%), error:       463.00006, best error:       422.20889 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 347.1007995605s, input_fired_time: 7.2723698616, output_fired_time: 5.4612941742, propagate_forward_time: 122.7928314209, propagate_backward_time: 202.9107666016, weight_update_time: 0.4138138592, other_time: 8.6635284424
epoch time: 26.6869430542s, input_fired_time: 0.8565444946, output_fired_time: 0.0000000000, propagate_forward_time: 24.8278846741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0025138855
validation[          , genome 13862] predictions:    9867/  10000 (98.67%), best:    9869/10000 (98.69%), error:       492.49310, best error:       422.20889 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 371.1225891113s, input_fired_time: 7.9542274475, output_fired_time: 5.6934528351, propagate_forward_time: 135.5824127197, propagate_backward_time: 214.2719421387, weight_update_time: 0.9312335253, other_time: 7.6205596924
epoch time: 27.2822093964s, input_fired_time: 1.1119358540, output_fired_time: 0.0000000000, propagate_forward_time: 24.9238510132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2464218140
validation[          , genome 13862] predictions:    9866/  10000 (98.66%), best:    9869/10000 (98.69%), error:       458.49374, best error:       422.20889 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 365.6487426758s, input_fired_time: 6.4094934464, output_fired_time: 6.6373963356, propagate_forward_time: 134.9947814941, propagate_backward_time: 209.2970123291, weight_update_time: 0.4259093404, other_time: 8.3100738525
epoch time: 28.0599975586s, input_fired_time: 0.6209366918, output_fired_time: 0.0000000000, propagate_forward_time: 25.6795711517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7594890594
validation[          , genome 13862] predictions:    9861/  10000 (98.61%), best:    9869/10000 (98.69%), error:       470.20502, best error:       422.20889 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 374.7747497559s, input_fired_time: 6.7191734314, output_fired_time: 5.4847021103, propagate_forward_time: 134.1235656738, propagate_backward_time: 219.0451660156, weight_update_time: 0.6838704348, other_time: 9.4021301270
epoch time: 31.9523944855s, input_fired_time: 0.9230778813, output_fired_time: 0.0000000000, propagate_forward_time: 29.6997318268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3295841217
validation[          , genome 13862] predictions:    9866/  10000 (98.66%), best:    9869/10000 (98.69%), error:       463.46262, best error:       422.20889 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 355.7347717285s, input_fired_time: 6.3299546242, output_fired_time: 5.2938213348, propagate_forward_time: 124.3540267944, propagate_backward_time: 211.2628631592, weight_update_time: 0.4198296964, other_time: 8.4940948486
epoch time: 26.8861846924s, input_fired_time: 1.3559496403, output_fired_time: 0.0000000000, propagate_forward_time: 24.5372352600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9930000305
validation[          , genome 13862] predictions:    9864/  10000 (98.64%), best:    9869/10000 (98.69%), error:       462.41891, best error:       422.20889 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 351.6084289551s, input_fired_time: 7.0821981430, output_fired_time: 6.2682552338, propagate_forward_time: 125.2111129761, propagate_backward_time: 205.0334167480, weight_update_time: 0.6710074544, other_time: 8.0134582520
epoch time: 27.4224376678s, input_fired_time: 0.8625051975, output_fired_time: 0.0000000000, propagate_forward_time: 25.5591583252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0007743835
validation[          , genome 13862] predictions:    9866/  10000 (98.66%), best:    9869/10000 (98.69%), error:       453.53772, best error:       422.20889 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 350.9680786133s, input_fired_time: 7.5825991631, output_fired_time: 5.2517952919, propagate_forward_time: 123.5064315796, propagate_backward_time: 206.6539916992, weight_update_time: 0.6685820818, other_time: 7.9732360840
epoch time: 26.9578952789s, input_fired_time: 0.8603861332, output_fired_time: 0.0000000000, propagate_forward_time: 24.8557491302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2417602539
validation[          , genome 13862] predictions:    9870/  10000 (98.70%), best:    9869/10000 (98.69%), error:       476.03757, best error:       422.20889 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 350.3221130371s, input_fired_time: 6.5866875648, output_fired_time: 5.0016751289, propagate_forward_time: 123.2949600220, propagate_backward_time: 206.2075195313, weight_update_time: 0.4167478681, other_time: 9.2312622070
epoch time: 27.0849018097s, input_fired_time: 0.8625406623, output_fired_time: 0.0000000000, propagate_forward_time: 24.7215156555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5008449554
validation[          , genome 13862] predictions:    9858/  10000 (98.58%), best:    9869/10000 (98.69%), error:       480.00598, best error:       422.20889 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 351.3233032227s, input_fired_time: 6.8359551430, output_fired_time: 5.7510361671, propagate_forward_time: 125.1796340942, propagate_backward_time: 205.0712890625, weight_update_time: 0.4185645282, other_time: 8.4853820801
epoch time: 26.6182308197s, input_fired_time: 0.8550544381, output_fired_time: 0.0000000000, propagate_forward_time: 24.5197715759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2434043884
validation[          , genome 13862] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       462.74561, best error:       422.20889 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 345.2046203613s, input_fired_time: 6.7662887573, output_fired_time: 5.4314212799, propagate_forward_time: 122.4250030518, propagate_backward_time: 202.4108581543, weight_update_time: 0.4128837287, other_time: 8.1710357666
epoch time: 26.7406311035s, input_fired_time: 1.1022038460, output_fired_time: 0.0000000000, propagate_forward_time: 24.4105587006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2278690338
validation[          , genome 13862] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       462.45596, best error:       422.20889 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 344.4024353027s, input_fired_time: 5.7438368797, output_fired_time: 4.4251308441, propagate_forward_time: 123.8633499146, propagate_backward_time: 201.7332611084, weight_update_time: 1.1622080803, other_time: 8.6368560791
epoch time: 26.7128715515s, input_fired_time: 0.6031583548, output_fired_time: 0.0000000000, propagate_forward_time: 25.1288452148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9808673859
validation[          , genome 13862] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       461.48837, best error:       422.20889 on epoch:    58, 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: 133.0824127197s, input_fired_time: 4.5011286736, output_fired_time: 0.0000000000, propagate_forward_time: 121.8795928955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.7016906738
best training[          , genome 13862] predictions:   49973/  50000 (99.95%), best:    9869/10000 (98.69%), error:       282.65814, best error:       422.20889 on epoch:    58, 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: 26.7301998138s, input_fired_time: 0.5909090638, output_fired_time: 0.0000000000, propagate_forward_time: 25.1565322876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9827575684
   testing[          , genome 13862] predictions:    9878/  10000 (98.78%), best:    9869/10000 (98.69%), error:       361.51102, best error:       422.20889 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:53:27 (11992): called boinc_finish(0)

</stderr_txt>
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