Nameexact_genome_1512568488_44_6322_0
Workunit2602890
Created7 Dec 2017, 19:08:40 UTC
Sent7 Dec 2017, 19:15:55 UTC
Report deadline15 Dec 2017, 15:45:38 UTC
Received9 Dec 2017, 3:51:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 55 min 43 sec
CPU time3 hours 55 min 16 sec
Validate stateValid
Credit1,963.49
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.83 MB
Peak swap size158.43 MB
Peak disk usage1.93 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
other_time: 0.5551357269
validation[          , genome  6322] predictions:    9689/  10000 (96.89%), best:    9682/10000 (96.82%), error:      1061.06116, best error:      1047.89111 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 129.2828521729s, input_fired_time: 1.5128637552, output_fired_time: 1.4263243675, propagate_forward_time: 48.7536201477, propagate_backward_time: 74.4149169922, weight_update_time: 0.1603245139, other_time: 3.1751251221
epoch time: 10.5449495316s, input_fired_time: 0.1848269105, output_fired_time: 0.0000000000, propagate_forward_time: 9.8160753250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440473557
validation[          , genome  6322] predictions:    9662/  10000 (96.62%), best:    9682/10000 (96.82%), error:      1138.90686, best error:      1047.89111 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.8861846924s, input_fired_time: 1.5044062138, output_fired_time: 1.4182991982, propagate_forward_time: 48.7128181458, propagate_backward_time: 74.1279449463, weight_update_time: 0.1581582278, other_time: 3.1227111816
epoch time: 10.5046138763s, input_fired_time: 0.1865011752, output_fired_time: 0.0000000000, propagate_forward_time: 9.7560968399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620155334
validation[          , genome  6322] predictions:    9686/  10000 (96.86%), best:    9682/10000 (96.82%), error:      1051.56226, best error:      1047.89111 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 128.9525146484s, input_fired_time: 1.5025233030, output_fired_time: 1.4131516218, propagate_forward_time: 48.6800498962, propagate_backward_time: 74.2486419678, weight_update_time: 0.1574859917, other_time: 3.1081390381
epoch time: 10.3690271378s, input_fired_time: 0.1838249713, output_fired_time: 0.0000000000, propagate_forward_time: 9.6303014755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549011230
validation[          , genome  6322] predictions:    9662/  10000 (96.62%), best:    9682/10000 (96.82%), error:      1078.79834, best error:      1047.89111 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.8233337402s, input_fired_time: 1.5008741617, output_fired_time: 1.4163125753, propagate_forward_time: 48.4868621826, propagate_backward_time: 74.2949295044, weight_update_time: 0.1575203091, other_time: 3.1243515015
epoch time: 10.4677562714s, input_fired_time: 0.1839770079, output_fired_time: 0.0000000000, propagate_forward_time: 9.7351961136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485830307
validation[          , genome  6322] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:      1006.37689, best error:      1006.37689 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 129.2806701660s, input_fired_time: 1.5099765062, output_fired_time: 1.4251697063, propagate_forward_time: 48.7710304260, propagate_backward_time: 74.4548568726, weight_update_time: 0.1579406410, other_time: 3.1196365356
epoch time: 10.3258390427s, input_fired_time: 0.1810130030, output_fired_time: 0.0000000000, propagate_forward_time: 9.6076707840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371551514
validation[          , genome  6322] predictions:    9677/  10000 (96.77%), best:    9708/10000 (97.08%), error:      1084.36353, best error:      1006.37689 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.5918731689s, input_fired_time: 1.5069376230, output_fired_time: 1.4187122583, propagate_forward_time: 48.5142898560, propagate_backward_time: 74.0000076294, weight_update_time: 0.1588970870, other_time: 3.1519317627
epoch time: 10.4835929871s, input_fired_time: 0.1830005944, output_fired_time: 0.0000000000, propagate_forward_time: 9.7513132095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492792130
validation[          , genome  6322] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       992.27197, best error:       992.27197 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 127.3569641113s, input_fired_time: 1.4939893484, output_fired_time: 1.4051643610, propagate_forward_time: 47.9625930786, propagate_backward_time: 73.3838043213, weight_update_time: 0.1560928673, other_time: 3.1114120483
epoch time: 10.5290069580s, input_fired_time: 0.1853015423, output_fired_time: 0.0000000000, propagate_forward_time: 9.7926530838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510520935
validation[          , genome  6322] predictions:    9655/  10000 (96.55%), best:    9708/10000 (97.08%), error:      1122.77173, best error:       992.27197 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 128.3863830566s, input_fired_time: 1.5054172277, output_fired_time: 1.4112131596, propagate_forward_time: 48.4639663696, propagate_backward_time: 73.8644866943, weight_update_time: 0.1582064331, other_time: 3.1412963867
epoch time: 10.5043029785s, input_fired_time: 0.1854955852, output_fired_time: 0.0000000000, propagate_forward_time: 9.7720994949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467081070
validation[          , genome  6322] predictions:    9545/  10000 (95.45%), best:    9708/10000 (97.08%), error:      1419.78906, best error:       992.27197 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.7703552246s, input_fired_time: 1.5043079853, output_fired_time: 1.4148362875, propagate_forward_time: 48.6467475891, propagate_backward_time: 74.1141586304, weight_update_time: 0.1564020514, other_time: 3.0903091431
epoch time: 10.3927087784s, input_fired_time: 0.1850317270, output_fired_time: 0.0000000000, propagate_forward_time: 9.6497020721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579748154
validation[          , genome  6322] predictions:    9671/  10000 (96.71%), best:    9708/10000 (97.08%), error:      1098.39319, best error:       992.27197 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.4843444824s, input_fired_time: 1.4974187613, output_fired_time: 1.4131489992, propagate_forward_time: 48.4676361084, propagate_backward_time: 74.0147399902, weight_update_time: 0.1561210006, other_time: 3.0914001465
epoch time: 10.4163236618s, input_fired_time: 0.1837476790, output_fired_time: 0.0000000000, propagate_forward_time: 9.6918716431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407047272
validation[          , genome  6322] predictions:    9659/  10000 (96.59%), best:    9708/10000 (97.08%), error:      1096.76465, best error:       992.27197 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.9824829102s, input_fired_time: 1.5000253916, output_fired_time: 1.4153763056, propagate_forward_time: 48.6067352295, propagate_backward_time: 74.3796005249, weight_update_time: 0.1568782330, other_time: 3.0807495117
epoch time: 10.2112216949s, input_fired_time: 0.1833057404, output_fired_time: 0.0000000000, propagate_forward_time: 9.4671449661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607709885
validation[          , genome  6322] predictions:    9409/  10000 (94.09%), best:    9708/10000 (97.08%), error:      1931.48413, best error:       992.27197 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.6168823242s, input_fired_time: 1.5038517714, output_fired_time: 1.4133050442, propagate_forward_time: 48.4847450256, propagate_backward_time: 74.1153335571, weight_update_time: 0.1564164162, other_time: 3.0996475220
epoch time: 10.4855823517s, input_fired_time: 0.1869762838, output_fired_time: 0.0000000000, propagate_forward_time: 9.7488250732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497808456
validation[          , genome  6322] predictions:    9677/  10000 (96.77%), best:    9708/10000 (97.08%), error:      1043.69470, best error:       992.27197 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 128.3524322510s, input_fired_time: 1.5012187958, output_fired_time: 1.4114810228, propagate_forward_time: 48.3935852051, propagate_backward_time: 73.9642639160, weight_update_time: 0.1560754031, other_time: 3.0818786621
epoch time: 10.4852705002s, input_fired_time: 0.1875865906, output_fired_time: 0.0000000000, propagate_forward_time: 9.7324991226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651845932
validation[          , genome  6322] predictions:    9682/  10000 (96.82%), best:    9708/10000 (97.08%), error:      1016.44110, best error:       992.27197 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.9458465576s, input_fired_time: 1.5010455847, output_fired_time: 1.4142004251, propagate_forward_time: 48.5717926025, propagate_backward_time: 74.3835678101, weight_update_time: 0.1564814448, other_time: 3.0752410889
epoch time: 10.4403495789s, input_fired_time: 0.1855268478, output_fired_time: 0.0000000000, propagate_forward_time: 9.7096948624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451278687
validation[          , genome  6322] predictions:    9699/  10000 (96.99%), best:    9708/10000 (97.08%), error:       997.79980, best error:       992.27197 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.5643157959s, input_fired_time: 1.5007876158, output_fired_time: 1.4129135609, propagate_forward_time: 48.5187721252, propagate_backward_time: 74.0568618774, weight_update_time: 0.1558681130, other_time: 3.0749893188
epoch time: 10.3164129257s, input_fired_time: 0.1832929552, output_fired_time: 0.0000000000, propagate_forward_time: 9.5870628357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460567474
validation[          , genome  6322] predictions:    9667/  10000 (96.67%), best:    9708/10000 (97.08%), error:      1052.97656, best error:       992.27197 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 128.0290527344s, input_fired_time: 1.4993834496, output_fired_time: 1.4077035189, propagate_forward_time: 48.2107429504, propagate_backward_time: 73.8107299805, weight_update_time: 0.1561312228, other_time: 3.1004943848
epoch time: 10.5650377274s, input_fired_time: 0.1867622435, output_fired_time: 0.0000000000, propagate_forward_time: 9.8189201355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593557358
validation[          , genome  6322] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       934.76990, best error:       934.76990 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.8891906738s, input_fired_time: 1.5104130507, output_fired_time: 1.4132958651, propagate_forward_time: 48.6077995300, propagate_backward_time: 74.2559051514, weight_update_time: 0.1568260789, other_time: 3.1017761230
epoch time: 10.5438766479s, input_fired_time: 0.1856578737, output_fired_time: 0.0000000000, propagate_forward_time: 9.8099679947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482511520
validation[          , genome  6322] predictions:    9701/  10000 (97.01%), best:    9719/10000 (97.19%), error:      1011.47833, best error:       934.76990 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 128.5471191406s, input_fired_time: 1.5057502985, output_fired_time: 1.4110578299, propagate_forward_time: 48.4676132202, propagate_backward_time: 74.0811538696, weight_update_time: 0.1561307013, other_time: 3.0815429688
epoch time: 10.4980287552s, input_fired_time: 0.1877166182, output_fired_time: 0.0000000000, propagate_forward_time: 9.7594804764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508317947
validation[          , genome  6322] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       894.90454, best error:       894.90454 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.4349517822s, input_fired_time: 1.5063266754, output_fired_time: 1.4126163721, propagate_forward_time: 48.4875755310, propagate_backward_time: 73.9423828125, weight_update_time: 0.1563395858, other_time: 3.0860595703
epoch time: 10.4115228653s, input_fired_time: 0.1819648445, output_fired_time: 0.0000000000, propagate_forward_time: 9.6920986176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374593735
validation[          , genome  6322] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:      1004.18353, best error:       894.90454 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 128.7009277344s, input_fired_time: 1.5033261776, output_fired_time: 1.4129999876, propagate_forward_time: 48.5987243652, propagate_backward_time: 74.1159667969, weight_update_time: 0.1560283005, other_time: 3.0699081421
epoch time: 10.5354890823s, input_fired_time: 0.1868723333, output_fired_time: 0.0000000000, propagate_forward_time: 9.7934064865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552101135
validation[          , genome  6322] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       941.89886, best error:       894.90454 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 129.0493469238s, input_fired_time: 1.5078251362, output_fired_time: 1.4188339710, propagate_forward_time: 48.6568984985, propagate_backward_time: 74.3769073486, weight_update_time: 0.1571977437, other_time: 3.0888824463
epoch time: 10.5526189804s, input_fired_time: 0.1863777936, output_fired_time: 0.0000000000, propagate_forward_time: 9.7957038879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705375671
validation[          , genome  6322] predictions:    9705/  10000 (97.05%), best:    9736/10000 (97.36%), error:      1007.66699, best error:       894.90454 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 128.9512176514s, input_fired_time: 1.5087701082, output_fired_time: 1.4128257036, propagate_forward_time: 48.6160507202, propagate_backward_time: 74.3453750610, weight_update_time: 0.1564082503, other_time: 3.0681915283
epoch time: 10.2773752213s, input_fired_time: 0.1829975396, output_fired_time: 0.0000000000, propagate_forward_time: 9.5530853271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412921906
validation[          , genome  6322] predictions:    9655/  10000 (96.55%), best:    9736/10000 (97.36%), error:      1158.08984, best error:       894.90454 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 127.8225555420s, input_fired_time: 1.4991650581, output_fired_time: 1.4058202505, propagate_forward_time: 48.1793861389, propagate_backward_time: 73.6763076782, weight_update_time: 0.1553453058, other_time: 3.0618667603
epoch time: 10.4379196167s, input_fired_time: 0.1840430647, output_fired_time: 0.0000000000, propagate_forward_time: 9.7114925385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423841476
validation[          , genome  6322] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       938.11102, best error:       894.90454 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 128.5825500488s, input_fired_time: 1.5071327686, output_fired_time: 1.4123278856, propagate_forward_time: 48.4916267395, propagate_backward_time: 74.0978851318, weight_update_time: 0.1555854678, other_time: 3.0735778809
epoch time: 10.4853954315s, input_fired_time: 0.1858023256, output_fired_time: 0.0000000000, propagate_forward_time: 9.7579936981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415992737
validation[          , genome  6322] predictions:    9717/  10000 (97.17%), best:    9736/10000 (97.36%), error:       948.24377, best error:       894.90454 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 127.4306335449s, input_fired_time: 1.4975595474, output_fired_time: 1.4034657478, propagate_forward_time: 48.0531692505, propagate_backward_time: 73.4136276245, weight_update_time: 0.1542987823, other_time: 3.0628128052
epoch time: 10.5888290405s, input_fired_time: 0.1868441999, output_fired_time: 0.0000000000, propagate_forward_time: 9.8597555161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422296524
validation[          , genome  6322] predictions:    9696/  10000 (96.96%), best:    9736/10000 (97.36%), error:       995.94177, best error:       894.90454 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.6589660645s, input_fired_time: 1.5066637993, output_fired_time: 1.4067889452, propagate_forward_time: 48.5156097412, propagate_backward_time: 74.1558303833, weight_update_time: 0.1560487598, other_time: 3.0740737915
epoch time: 10.4408779144s, input_fired_time: 0.1837844402, output_fired_time: 0.0000000000, propagate_forward_time: 9.7249374390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321559906
validation[          , genome  6322] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       957.08508, best error:       894.90454 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 129.0160827637s, input_fired_time: 1.5061984062, output_fired_time: 1.4153594971, propagate_forward_time: 48.6983718872, propagate_backward_time: 74.3505477905, weight_update_time: 0.1556258500, other_time: 3.0456085205
epoch time: 10.4193010330s, input_fired_time: 0.1850583106, output_fired_time: 0.0000000000, propagate_forward_time: 9.6927347183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415077209
validation[          , genome  6322] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       825.64478, best error:       825.64478 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 128.4587097168s, input_fired_time: 1.5090029240, output_fired_time: 1.4121807814, propagate_forward_time: 48.4895782471, propagate_backward_time: 73.9861221313, weight_update_time: 0.1552091539, other_time: 3.0618286133
epoch time: 10.4806919098s, input_fired_time: 0.1853332818, output_fired_time: 0.0000000000, propagate_forward_time: 9.7556180954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397405624
validation[          , genome  6322] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       903.22418, best error:       825.64478 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 128.6301269531s, input_fired_time: 1.5081789494, output_fired_time: 1.4069100618, propagate_forward_time: 48.5703926086, propagate_backward_time: 74.0913009644, weight_update_time: 0.1552556753, other_time: 3.0533370972
epoch time: 10.4601278305s, input_fired_time: 0.1908044815, output_fired_time: 0.0000000000, propagate_forward_time: 9.7072839737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620393753
validation[          , genome  6322] predictions:    9708/  10000 (97.08%), best:    9752/10000 (97.52%), error:       988.15027, best error:       825.64478 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 127.3705062866s, input_fired_time: 1.4964189529, output_fired_time: 1.4021408558, propagate_forward_time: 48.0604438782, propagate_backward_time: 73.3832473755, weight_update_time: 0.1535989344, other_time: 3.0282516479
epoch time: 10.4888648987s, input_fired_time: 0.1832745224, output_fired_time: 0.0000000000, propagate_forward_time: 9.7661437988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394468307
validation[          , genome  6322] predictions:    9683/  10000 (96.83%), best:    9752/10000 (97.52%), error:      1076.16675, best error:       825.64478 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.8728332520s, input_fired_time: 1.5090124607, output_fired_time: 1.4111866951, propagate_forward_time: 48.7074356079, propagate_backward_time: 74.1891860962, weight_update_time: 0.1557293385, other_time: 3.0560150146
epoch time: 10.1970262527s, input_fired_time: 0.1845714152, output_fired_time: 0.0000000000, propagate_forward_time: 9.4651899338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472650528
validation[          , genome  6322] predictions:    9707/  10000 (97.07%), best:    9752/10000 (97.52%), error:       987.60773, best error:       825.64478 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 129.3892822266s, input_fired_time: 1.5159218311, output_fired_time: 1.4207363129, propagate_forward_time: 48.9183158875, propagate_backward_time: 74.4453125000, weight_update_time: 0.1564205587, other_time: 3.0889892578
epoch time: 10.4894313812s, input_fired_time: 0.1847024858, output_fired_time: 0.0000000000, propagate_forward_time: 9.7490673065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556612015
validation[          , genome  6322] predictions:    9671/  10000 (96.71%), best:    9752/10000 (97.52%), error:      1041.73022, best error:       825.64478 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 128.6986389160s, input_fired_time: 1.5104749203, output_fired_time: 1.4133176804, propagate_forward_time: 48.5670242310, propagate_backward_time: 74.1304397583, weight_update_time: 0.1559054703, other_time: 3.0773849487
epoch time: 10.5342664719s, input_fired_time: 0.1878851056, output_fired_time: 0.0000000000, propagate_forward_time: 9.7963657379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500154495
validation[          , genome  6322] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       893.18872, best error:       825.64478 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 129.4179077148s, input_fired_time: 1.5145839453, output_fired_time: 1.4207949638, propagate_forward_time: 48.8885154724, propagate_backward_time: 74.5349349976, weight_update_time: 0.1559382230, other_time: 3.0590744019
epoch time: 10.3813352585s, input_fired_time: 0.1858801097, output_fired_time: 0.0000000000, propagate_forward_time: 9.6403827667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550727844
validation[          , genome  6322] predictions:    9729/  10000 (97.29%), best:    9752/10000 (97.52%), error:       909.14203, best error:       825.64478 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 127.9928283691s, input_fired_time: 1.5084723234, output_fired_time: 1.4050378799, propagate_forward_time: 48.2903556824, propagate_backward_time: 73.7211151123, weight_update_time: 0.1551487595, other_time: 3.0678558350
epoch time: 10.4085397720s, input_fired_time: 0.1874703616, output_fired_time: 0.0000000000, propagate_forward_time: 9.6742534637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468158722
validation[          , genome  6322] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:      1009.53650, best error:       825.64478 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 129.1274108887s, input_fired_time: 1.5130141973, output_fired_time: 1.4154268503, propagate_forward_time: 48.8585968018, propagate_backward_time: 74.2873077393, weight_update_time: 0.1551912427, other_time: 3.0530624390
epoch time: 10.0453882217s, input_fired_time: 0.1819459051, output_fired_time: 0.0000000000, propagate_forward_time: 9.3144054413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490369797
validation[          , genome  6322] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       937.53168, best error:       825.64478 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.8934783936s, input_fired_time: 1.5145767927, output_fired_time: 1.4167023897, propagate_forward_time: 48.6947517395, propagate_backward_time: 74.2170028687, weight_update_time: 0.1552608460, other_time: 3.0504379272
epoch time: 10.5262327194s, input_fired_time: 0.1890125126, output_fired_time: 0.0000000000, propagate_forward_time: 9.7857475281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514726639
validation[          , genome  6322] predictions:    9687/  10000 (96.87%), best:    9752/10000 (97.52%), error:      1044.58276, best error:       825.64478 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 129.0231475830s, input_fired_time: 1.5177400112, output_fired_time: 1.4104089737, propagate_forward_time: 48.6485137939, propagate_backward_time: 74.3722076416, weight_update_time: 0.1557988971, other_time: 3.0742797852
epoch time: 10.4413890839s, input_fired_time: 0.1858109832, output_fired_time: 0.0000000000, propagate_forward_time: 9.7199811935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355968475
validation[          , genome  6322] predictions:    9707/  10000 (97.07%), best:    9752/10000 (97.52%), error:       952.23743, best error:       825.64478 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 129.0055847168s, input_fired_time: 1.5186098814, output_fired_time: 1.4095611572, propagate_forward_time: 48.7010040283, propagate_backward_time: 74.3261795044, weight_update_time: 0.1549761593, other_time: 3.0502319336
epoch time: 10.4694118500s, input_fired_time: 0.1868042350, output_fired_time: 0.0000000000, propagate_forward_time: 9.7435083389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390996933
validation[          , genome  6322] predictions:    9710/  10000 (97.10%), best:    9752/10000 (97.52%), error:       944.33093, best error:       825.64478 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 129.2958831787s, input_fired_time: 1.5216466188, output_fired_time: 1.4194918871, propagate_forward_time: 48.8164901733, propagate_backward_time: 74.4520339966, weight_update_time: 0.1565567106, other_time: 3.0862197876
epoch time: 10.5309057236s, input_fired_time: 0.1869286746, output_fired_time: 0.0000000000, propagate_forward_time: 9.8047533035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392236710
validation[          , genome  6322] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       955.89575, best error:       825.64478 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 127.9639129639s, input_fired_time: 1.5058014393, output_fired_time: 1.4016629457, propagate_forward_time: 48.1923828125, propagate_backward_time: 73.8336715698, weight_update_time: 0.1540351361, other_time: 3.0303955078
epoch time: 10.5328512192s, input_fired_time: 0.1878083050, output_fired_time: 0.0000000000, propagate_forward_time: 9.7834758759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5615673065
validation[          , genome  6322] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       955.95343, best error:       825.64478 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 127.7497482300s, input_fired_time: 1.5084604025, output_fired_time: 1.4001234770, propagate_forward_time: 48.3150024414, propagate_backward_time: 73.4850311279, weight_update_time: 0.1543833166, other_time: 3.0411300659
epoch time: 10.5580978394s, input_fired_time: 0.1874376386, output_fired_time: 0.0000000000, propagate_forward_time: 9.8168239594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538358688
validation[          , genome  6322] predictions:    9674/  10000 (96.74%), best:    9752/10000 (97.52%), error:      1053.23816, best error:       825.64478 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 128.4521942139s, input_fired_time: 1.5088623762, output_fired_time: 1.4065984488, propagate_forward_time: 48.4265098572, propagate_backward_time: 74.0642166138, weight_update_time: 0.1549341381, other_time: 3.0459976196
epoch time: 10.5556974411s, input_fired_time: 0.1866271049, output_fired_time: 0.0000000000, propagate_forward_time: 9.8300704956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389995575
validation[          , genome  6322] predictions:    9689/  10000 (96.89%), best:    9752/10000 (97.52%), error:      1067.74658, best error:       825.64478 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 128.9914550781s, input_fired_time: 1.5154607296, output_fired_time: 1.4134737253, propagate_forward_time: 48.5465354919, propagate_backward_time: 74.4530258179, weight_update_time: 0.1559545845, other_time: 3.0629653931
epoch time: 10.4255371094s, input_fired_time: 0.1869445145, output_fired_time: 0.0000000000, propagate_forward_time: 9.6920423508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465497971
validation[          , genome  6322] predictions:    9655/  10000 (96.55%), best:    9752/10000 (97.52%), error:      1099.44238, best error:       825.64478 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 128.3832244873s, input_fired_time: 1.5187075138, output_fired_time: 1.4130474329, propagate_forward_time: 48.4720726013, propagate_backward_time: 73.9128112793, weight_update_time: 0.1558855027, other_time: 3.0665893555
epoch time: 10.4568443298s, input_fired_time: 0.1872855276, output_fired_time: 0.0000000000, propagate_forward_time: 9.7292022705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403566360
validation[          , genome  6322] predictions:    9746/  10000 (97.46%), best:    9752/10000 (97.52%), error:       835.09369, best error:       825.64478 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 129.0892028809s, input_fired_time: 1.5167709589, output_fired_time: 1.4121816158, propagate_forward_time: 48.8815040588, propagate_backward_time: 74.2319488525, weight_update_time: 0.1554866135, other_time: 3.0467987061
epoch time: 10.4764928818s, input_fired_time: 0.1854878962, output_fired_time: 0.0000000000, propagate_forward_time: 9.7596387863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313663483
validation[          , genome  6322] predictions:    9678/  10000 (96.78%), best:    9752/10000 (97.52%), error:      1044.53345, best error:       825.64478 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.1425170898s, input_fired_time: 1.5175213814, output_fired_time: 1.4065983295, propagate_forward_time: 48.3811035156, propagate_backward_time: 73.7628555298, weight_update_time: 0.1555700898, other_time: 3.0744323730
epoch time: 10.5088443756s, input_fired_time: 0.1878482252, output_fired_time: 0.0000000000, propagate_forward_time: 9.7755575180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454387665
validation[          , genome  6322] predictions:    9699/  10000 (96.99%), best:    9752/10000 (97.52%), error:       976.37036, best error:       825.64478 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 126.9049453735s, input_fired_time: 1.5037980080, output_fired_time: 1.3912957907, propagate_forward_time: 47.8555374146, propagate_backward_time: 73.1146850586, weight_update_time: 0.1540806890, other_time: 3.0396270752
epoch time: 10.4524173737s, input_fired_time: 0.1875716895, output_fired_time: 0.0000000000, propagate_forward_time: 9.7200946808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447511673
validation[          , genome  6322] predictions:    9708/  10000 (97.08%), best:    9752/10000 (97.52%), error:      1012.23328, best error:       825.64478 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 128.0734100342s, input_fired_time: 1.5097894669, output_fired_time: 1.4071378708, propagate_forward_time: 48.3034706116, propagate_backward_time: 73.8326339722, weight_update_time: 0.1536900252, other_time: 3.0203781128
epoch time: 10.4727430344s, input_fired_time: 0.1886059642, output_fired_time: 0.0000000000, propagate_forward_time: 9.7346067429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495300293
validation[          , genome  6322] predictions:    9671/  10000 (96.71%), best:    9752/10000 (97.52%), error:      1048.94141, best error:       825.64478 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 128.4188537598s, input_fired_time: 1.5189390182, output_fired_time: 1.4101105928, propagate_forward_time: 48.4814987183, propagate_backward_time: 73.9475784302, weight_update_time: 0.1553878039, other_time: 3.0607299805
epoch time: 10.5107975006s, input_fired_time: 0.1898378283, output_fired_time: 0.0000000000, propagate_forward_time: 9.7786941528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422658920
validation[          , genome  6322] predictions:    9703/  10000 (97.03%), best:    9752/10000 (97.52%), error:       978.41760, best error:       825.64478 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.8997497559s, input_fired_time: 1.5207067728, output_fired_time: 1.4136953354, propagate_forward_time: 48.6228485107, propagate_backward_time: 74.2738647461, weight_update_time: 0.1553191841, other_time: 3.0686340332
epoch time: 10.5214662552s, input_fired_time: 0.1887488067, output_fired_time: 0.0000000000, propagate_forward_time: 9.7927236557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399942398
validation[          , genome  6322] predictions:    9734/  10000 (97.34%), best:    9752/10000 (97.52%), error:       905.42255, best error:       825.64478 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.8579101563s, input_fired_time: 1.5151464939, output_fired_time: 1.4143223763, propagate_forward_time: 48.6849632263, propagate_backward_time: 74.2068099976, weight_update_time: 0.1546664536, other_time: 3.0366744995
epoch time: 10.4524288177s, input_fired_time: 0.1858069450, output_fired_time: 0.0000000000, propagate_forward_time: 9.7278413773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387802124
validation[          , genome  6322] predictions:    9686/  10000 (96.86%), best:    9752/10000 (97.52%), error:      1022.76941, best error:       825.64478 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 128.5979309082s, input_fired_time: 1.5182859898, output_fired_time: 1.4098818302, propagate_forward_time: 48.4888916016, propagate_backward_time: 74.1261825562, weight_update_time: 0.1552167535, other_time: 3.0546875000
epoch time: 10.4387836456s, input_fired_time: 0.1878087521, output_fired_time: 0.0000000000, propagate_forward_time: 9.7118968964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390777588
validation[          , genome  6322] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       941.32196, best error:       825.64478 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 128.8781890869s, input_fired_time: 1.5242024660, output_fired_time: 1.4103481770, propagate_forward_time: 48.7022666931, propagate_backward_time: 74.1752624512, weight_update_time: 0.1556883752, other_time: 3.0661163330
epoch time: 10.4958963394s, input_fired_time: 0.1871559769, output_fired_time: 0.0000000000, propagate_forward_time: 9.7668170929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419235229
validation[          , genome  6322] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       955.75641, best error:       825.64478 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 129.6355743408s, input_fired_time: 1.5323467255, output_fired_time: 1.4224057198, propagate_forward_time: 48.8979568481, propagate_backward_time: 74.7103271484, weight_update_time: 0.1562690288, other_time: 3.0725326538
epoch time: 10.3303003311s, input_fired_time: 0.1889049709, output_fired_time: 0.0000000000, propagate_forward_time: 9.5848836899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565118790
validation[          , genome  6322] predictions:    9690/  10000 (96.90%), best:    9752/10000 (97.52%), error:      1052.20227, best error:       825.64478 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 128.0477752686s, input_fired_time: 1.5194634199, output_fired_time: 1.4045528173, propagate_forward_time: 48.2829742432, propagate_backward_time: 73.7838439941, weight_update_time: 0.1551410407, other_time: 3.0569381714
epoch time: 10.5026559830s, input_fired_time: 0.1882132590, output_fired_time: 0.0000000000, propagate_forward_time: 9.7754287720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390138626
validation[          , genome  6322] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       881.22943, best error:       825.64478 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.1612091064s, input_fired_time: 1.5190396309, output_fired_time: 1.4081616402, propagate_forward_time: 48.2456588745, propagate_backward_time: 73.9104003906, weight_update_time: 0.1550038159, other_time: 3.0779418945
epoch time: 10.4619054794s, input_fired_time: 0.1878298223, output_fired_time: 0.0000000000, propagate_forward_time: 9.7297563553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443191528
validation[          , genome  6322] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       995.74036, best error:       825.64478 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.2072906494s, input_fired_time: 1.5210464001, output_fired_time: 1.4079259634, propagate_forward_time: 48.3523063660, propagate_backward_time: 73.8783035278, weight_update_time: 0.1552485675, other_time: 3.0477066040
epoch time: 10.2283639908s, input_fired_time: 0.1866368055, output_fired_time: 0.0000000000, propagate_forward_time: 9.5004863739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412406921
validation[          , genome  6322] predictions:    9736/  10000 (97.36%), best:    9752/10000 (97.52%), error:       900.06641, best error:       825.64478 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 129.1422424316s, input_fired_time: 1.5249700546, output_fired_time: 1.4161237478, propagate_forward_time: 48.7572517395, propagate_backward_time: 74.4017791748, weight_update_time: 0.1553556025, other_time: 3.0421142578
epoch time: 10.4991598129s, input_fired_time: 0.1897252351, output_fired_time: 0.0000000000, propagate_forward_time: 9.7587318420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507030487
validation[          , genome  6322] predictions:    9645/  10000 (96.45%), best:    9752/10000 (97.52%), error:      1173.79565, best error:       825.64478 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 128.0131835938s, input_fired_time: 1.5246250629, output_fired_time: 1.4087154865, propagate_forward_time: 48.2374267578, propagate_backward_time: 73.7725753784, weight_update_time: 0.1552393436, other_time: 3.0698394775
epoch time: 10.5472412109s, input_fired_time: 0.1897646040, output_fired_time: 0.0000000000, propagate_forward_time: 9.8039474487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535287857
validation[          , genome  6322] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       943.89807, best error:       825.64478 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 129.3369598389s, input_fired_time: 1.5246795416, output_fired_time: 1.4187002182, propagate_forward_time: 48.9277153015, propagate_backward_time: 74.4361190796, weight_update_time: 0.1553524435, other_time: 3.0297470093
epoch time: 10.4702548981s, input_fired_time: 0.1909770519, output_fired_time: 0.0000000000, propagate_forward_time: 9.7236423492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556354523
validation[          , genome  6322] predictions:    9737/  10000 (97.37%), best:    9752/10000 (97.52%), error:       838.51929, best error:       825.64478 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 128.5325317383s, input_fired_time: 1.5310310125, output_fired_time: 1.4099698067, propagate_forward_time: 48.5716934204, propagate_backward_time: 73.9395904541, weight_update_time: 0.1560094059, other_time: 3.0802459717
epoch time: 10.4648809433s, input_fired_time: 0.1883377284, output_fired_time: 0.0000000000, propagate_forward_time: 9.7325201035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440235138
validation[          , genome  6322] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       919.58490, best error:       825.64478 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.9275512695s, input_fired_time: 1.5229346752, output_fired_time: 1.4142954350, propagate_forward_time: 48.7589988708, propagate_backward_time: 74.1603546143, weight_update_time: 0.1557959020, other_time: 3.0709686279
epoch time: 10.5469274521s, input_fired_time: 0.1914388686, output_fired_time: 0.0000000000, propagate_forward_time: 9.7939901352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614986420
validation[          , genome  6322] predictions:    9644/  10000 (96.44%), best:    9752/10000 (97.52%), error:      1161.45874, best error:       825.64478 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 129.3788452148s, input_fired_time: 1.5260182619, output_fired_time: 1.4182220697, propagate_forward_time: 48.8350715637, propagate_backward_time: 74.5372085571, weight_update_time: 0.1558849514, other_time: 3.0623245239
epoch time: 10.5558404922s, input_fired_time: 0.1900692433, output_fired_time: 0.0000000000, propagate_forward_time: 9.8171138763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486574173
validation[          , genome  6322] predictions:    9664/  10000 (96.64%), best:    9752/10000 (97.52%), error:      1176.33508, best error:       825.64478 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 128.5700073242s, input_fired_time: 1.5249989033, output_fired_time: 1.4101904631, propagate_forward_time: 48.5527038574, propagate_backward_time: 74.0460586548, weight_update_time: 0.1546326280, other_time: 3.0360565186
epoch time: 10.3655767441s, input_fired_time: 0.1872850358, output_fired_time: 0.0000000000, propagate_forward_time: 9.6359224319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423688889
validation[          , genome  6322] predictions:    9701/  10000 (97.01%), best:    9752/10000 (97.52%), error:      1059.67603, best error:       825.64478 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.1612091064s, input_fired_time: 1.5170848370, output_fired_time: 1.4087326527, propagate_forward_time: 48.2122688293, propagate_backward_time: 73.9741897583, weight_update_time: 0.1547718942, other_time: 3.0489425659
epoch time: 10.3896512985s, input_fired_time: 0.1889597625, output_fired_time: 0.0000000000, propagate_forward_time: 9.6591997147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414915085
validation[          , genome  6322] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       897.24463, best error:       825.64478 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 127.6729660034s, input_fired_time: 1.5207372904, output_fired_time: 1.4009940624, propagate_forward_time: 48.0164184570, propagate_backward_time: 73.6852340698, weight_update_time: 0.1543561071, other_time: 3.0495834351
epoch time: 10.4047508240s, input_fired_time: 0.1901598871, output_fired_time: 0.0000000000, propagate_forward_time: 9.6669836044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476074219
validation[          , genome  6322] predictions:    9688/  10000 (96.88%), best:    9752/10000 (97.52%), error:      1056.53394, best error:       825.64478 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 128.2480316162s, input_fired_time: 1.5259097815, output_fired_time: 1.4016041756, propagate_forward_time: 48.3549003601, propagate_backward_time: 73.8925247192, weight_update_time: 0.1557477713, other_time: 3.0730972290
epoch time: 10.5843019485s, input_fired_time: 0.1918899268, output_fired_time: 0.0000000000, propagate_forward_time: 9.8407211304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516910553
validation[          , genome  6322] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       911.09363, best error:       825.64478 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 128.7793273926s, input_fired_time: 1.5311483145, output_fired_time: 1.4084628820, propagate_forward_time: 48.5850715637, propagate_backward_time: 74.1855392456, weight_update_time: 0.1560375243, other_time: 3.0690994263
epoch time: 10.5537223816s, input_fired_time: 0.1924587637, output_fired_time: 0.0000000000, propagate_forward_time: 9.8122959137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489673615
validation[          , genome  6322] predictions:    9699/  10000 (96.99%), best:    9752/10000 (97.52%), error:       982.60992, best error:       825.64478 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 129.3586730957s, input_fired_time: 1.5348789692, output_fired_time: 1.4165843725, propagate_forward_time: 48.8741455078, propagate_backward_time: 74.4850463867, weight_update_time: 0.1556402147, other_time: 3.0480117798
epoch time: 10.4849958420s, input_fired_time: 0.1894108951, output_fired_time: 0.0000000000, propagate_forward_time: 9.7431707382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524139404
validation[          , genome  6322] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       924.25525, best error:       825.64478 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 128.8926391602s, input_fired_time: 1.5275846720, output_fired_time: 1.4104773998, propagate_forward_time: 48.6462631226, propagate_backward_time: 74.2622833252, weight_update_time: 0.1552511305, other_time: 3.0460281372
epoch time: 10.3981475830s, input_fired_time: 0.1892270148, output_fired_time: 0.0000000000, propagate_forward_time: 9.6643981934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445222855
validation[          , genome  6322] predictions:    9666/  10000 (96.66%), best:    9752/10000 (97.52%), error:      1137.60583, best error:       825.64478 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 129.2482604980s, input_fired_time: 1.5358290672, output_fired_time: 1.4183481932, propagate_forward_time: 48.7551651001, propagate_backward_time: 74.4521636963, weight_update_time: 0.1565889716, other_time: 3.0867538452
epoch time: 10.0222988129s, input_fired_time: 0.1854966134, output_fired_time: 0.0000000000, propagate_forward_time: 9.2955350876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412673950
validation[          , genome  6322] predictions:    9708/  10000 (97.08%), best:    9752/10000 (97.52%), error:       906.99585, best error:       825.64478 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 129.1173553467s, input_fired_time: 1.5339193344, output_fired_time: 1.4199787378, propagate_forward_time: 48.7271156311, propagate_backward_time: 74.3879394531, weight_update_time: 0.1555071026, other_time: 3.0484008789
epoch time: 10.5808200836s, input_fired_time: 0.1928304732, output_fired_time: 0.0000000000, propagate_forward_time: 9.8379640579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500259399
validation[          , genome  6322] predictions:    9706/  10000 (97.06%), best:    9752/10000 (97.52%), error:       938.18445, best error:       825.64478 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 129.0128021240s, input_fired_time: 1.5345944166, output_fired_time: 1.4138523340, propagate_forward_time: 48.6407508850, propagate_backward_time: 74.3657150269, weight_update_time: 0.1558834761, other_time: 3.0578994751
epoch time: 10.5368833542s, input_fired_time: 0.1920532733, output_fired_time: 0.0000000000, propagate_forward_time: 9.8007068634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441236496
validation[          , genome  6322] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       859.79230, best error:       825.64478 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.2621002197s, input_fired_time: 1.5329872370, output_fired_time: 1.4082571268, propagate_forward_time: 48.3990058899, propagate_backward_time: 73.8545532227, weight_update_time: 0.1559858471, other_time: 3.0672912598
epoch time: 10.4533004761s, input_fired_time: 0.1913600117, output_fired_time: 0.0000000000, propagate_forward_time: 9.7245674133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373725891
validation[          , genome  6322] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       835.74878, best error:       825.64478 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 128.7096099854s, input_fired_time: 1.5312600136, output_fired_time: 1.4122016430, propagate_forward_time: 48.5412635803, propagate_backward_time: 74.1635055542, weight_update_time: 0.1560877413, other_time: 3.0613784790
epoch time: 10.5064773560s, input_fired_time: 0.1891066879, output_fired_time: 0.0000000000, propagate_forward_time: 9.7774839401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398864746
validation[          , genome  6322] predictions:    9718/  10000 (97.18%), best:    9752/10000 (97.52%), error:       949.03522, best error:       825.64478 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 128.3415069580s, input_fired_time: 1.5243607759, output_fired_time: 1.4103113413, propagate_forward_time: 48.3768768311, propagate_backward_time: 73.9761352539, weight_update_time: 0.1552536637, other_time: 3.0538253784
epoch time: 10.4490900040s, input_fired_time: 0.1912535131, output_fired_time: 0.0000000000, propagate_forward_time: 9.7120246887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458116531
validation[          , genome  6322] predictions:    9745/  10000 (97.45%), best:    9752/10000 (97.52%), error:       848.21222, best error:       825.64478 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 128.7471160889s, input_fired_time: 1.5343132019, output_fired_time: 1.4134174585, propagate_forward_time: 48.5787429810, propagate_backward_time: 74.1580810547, weight_update_time: 0.1551784128, other_time: 3.0625610352
epoch time: 10.3894758224s, input_fired_time: 0.1906058192, output_fired_time: 0.0000000000, propagate_forward_time: 9.6604547501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384149551
validation[          , genome  6322] predictions:    9753/  10000 (97.53%), best:    9752/10000 (97.52%), error:       829.87415, best error:       825.64478 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 128.8950347900s, input_fired_time: 1.5366194248, output_fired_time: 1.4166035652, propagate_forward_time: 48.6340217590, propagate_backward_time: 74.2649993896, weight_update_time: 0.1552639306, other_time: 3.0427856445
epoch time: 10.5206089020s, input_fired_time: 0.1932656914, output_fired_time: 0.0000000000, propagate_forward_time: 9.7747755051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525674820
validation[          , genome  6322] predictions:    9679/  10000 (96.79%), best:    9752/10000 (97.52%), error:      1066.71924, best error:       825.64478 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.0733032227s, input_fired_time: 1.5318257809, output_fired_time: 1.4151769876, propagate_forward_time: 48.7479057312, propagate_backward_time: 74.3070755005, weight_update_time: 0.1563549489, other_time: 3.0713272095
epoch time: 10.4095296860s, input_fired_time: 0.1917261034, output_fired_time: 0.0000000000, propagate_forward_time: 9.6665334702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512704849
validation[          , genome  6322] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:       983.85852, best error:       825.64478 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 128.8385925293s, input_fired_time: 1.5427024364, output_fired_time: 1.4126011133, propagate_forward_time: 48.6512756348, propagate_backward_time: 74.1707992554, weight_update_time: 0.1560442150, other_time: 3.0612182617
epoch time: 10.4357519150s, input_fired_time: 0.1920460910, output_fired_time: 0.0000000000, propagate_forward_time: 9.6947116852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489940643
validation[          , genome  6322] predictions:    9729/  10000 (97.29%), best:    9752/10000 (97.52%), error:       891.04657, best error:       825.64478 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 128.1975860596s, input_fired_time: 1.5321389437, output_fired_time: 1.4065551758, propagate_forward_time: 48.2863197327, propagate_backward_time: 73.9076919556, weight_update_time: 0.1557983756, other_time: 3.0648727417
epoch time: 10.3981590271s, input_fired_time: 0.1923307627, output_fired_time: 0.0000000000, propagate_forward_time: 9.6563539505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494747162
validation[          , genome  6322] predictions:    9699/  10000 (96.99%), best:    9752/10000 (97.52%), error:       988.10779, best error:       825.64478 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.7924499512s, input_fired_time: 1.5393024683, output_fired_time: 1.4126976728, propagate_forward_time: 48.5191574097, propagate_backward_time: 74.2521057129, weight_update_time: 0.1558890194, other_time: 3.0691909790
epoch time: 9.6579799652s, input_fired_time: 0.1831367612, output_fired_time: 0.0000000000, propagate_forward_time: 8.9474010468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274419785
validation[          , genome  6322] predictions:    9732/  10000 (97.32%), best:    9752/10000 (97.52%), error:       916.48779, best error:       825.64478 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 129.0962371826s, input_fired_time: 1.5372424126, output_fired_time: 1.4146184921, propagate_forward_time: 48.6487808228, propagate_backward_time: 74.4220428467, weight_update_time: 0.1558020115, other_time: 3.0735549927
epoch time: 10.3881788254s, input_fired_time: 0.1911593229, output_fired_time: 0.0000000000, propagate_forward_time: 9.6553335190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416860580
validation[          , genome  6322] predictions:    9676/  10000 (96.76%), best:    9752/10000 (97.52%), error:      1030.90503, best error:       825.64478 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 128.7921295166s, input_fired_time: 1.5410321951, output_fired_time: 1.4102987051, propagate_forward_time: 48.5716705322, propagate_backward_time: 74.1822662354, weight_update_time: 0.1555444747, other_time: 3.0868606567
epoch time: 10.4598646164s, input_fired_time: 0.1908331811, output_fired_time: 0.0000000000, propagate_forward_time: 9.7220935822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469379425
validation[          , genome  6322] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       910.57770, best error:       825.64478 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 128.7424621582s, input_fired_time: 1.5400016308, output_fired_time: 1.4135137796, propagate_forward_time: 48.4506950378, propagate_backward_time: 74.2385253906, weight_update_time: 0.1560001522, other_time: 3.0997314453
epoch time: 10.4515304565s, input_fired_time: 0.1918198168, output_fired_time: 0.0000000000, propagate_forward_time: 9.7029590607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567512512
validation[          , genome  6322] predictions:    9698/  10000 (96.98%), best:    9752/10000 (97.52%), error:       960.97522, best error:       825.64478 on epoch:    41, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 52.4314308167s, input_fired_time: 0.9425276518, output_fired_time: 0.0000000000, propagate_forward_time: 48.5964889526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8924140930
best training[          , genome  6322] predictions:   49284/  50000 (98.57%), best:    9752/10000 (97.52%), error:      2495.38232, best error:       825.64478 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.5043382645s, input_fired_time: 0.1851965785, output_fired_time: 0.0000000000, propagate_forward_time: 9.7753705978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437707901
   testing[          , genome  6322] predictions:    9761/  10000 (97.61%), best:    9752/10000 (97.52%), error:       783.04456, best error:       825.64478 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:51:13 (5956): called boinc_finish(0)

</stderr_txt>
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