Nameexact_genome_1512568488_45_5844_1
Workunit2600491
Created7 Dec 2017, 16:45:29 UTC
Sent7 Dec 2017, 16:49:58 UTC
Report deadline12 Dec 2017, 16:31:00 UTC
Received7 Dec 2017, 23:49:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 27 min 59 sec
CPU time1 hours 27 min 54 sec
Validate stateValid
Credit1,246.71
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.85 MB
Peak swap size152.74 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 47.6064910889s, input_fired_time: 0.7366789579, output_fired_time: 0.4815613925, propagate_forward_time: 18.4050922394, propagate_backward_time: 26.4184017181, weight_update_time: 0.0715771914, other_time: 1.5647583008
epoch time: 4.0892443657s, input_fired_time: 0.0774051547, output_fired_time: 0.0000000000, propagate_forward_time: 3.7325704098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2792689800
validation[          , genome  5844] predictions:    9683/  10000 (96.83%), best:    9729/10000 (97.29%), error:      1043.47046, best error:       932.90344 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 47.5314521790s, input_fired_time: 0.7358113527, output_fired_time: 0.4785359502, propagate_forward_time: 18.3992862701, propagate_backward_time: 26.3814411163, weight_update_time: 0.0714942664, other_time: 1.5363769531
epoch time: 4.0919108391s, input_fired_time: 0.0775659457, output_fired_time: 0.0000000000, propagate_forward_time: 3.7347979546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795467377
validation[          , genome  5844] predictions:    9688/  10000 (96.88%), best:    9729/10000 (97.29%), error:      1045.01587, best error:       932.90344 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 47.4957389832s, input_fired_time: 0.7352024317, output_fired_time: 0.4740036130, propagate_forward_time: 18.4126453400, propagate_backward_time: 26.3367004395, weight_update_time: 0.0715273097, other_time: 1.5371875763
epoch time: 4.0336413383s, input_fired_time: 0.0754884928, output_fired_time: 0.0000000000, propagate_forward_time: 3.6826963425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754564285
validation[          , genome  5844] predictions:    9616/  10000 (96.16%), best:    9729/10000 (97.29%), error:      1187.67761, best error:       932.90344 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 47.5999565125s, input_fired_time: 0.7348093987, output_fired_time: 0.4759454429, propagate_forward_time: 18.4479427338, propagate_backward_time: 26.4060382843, weight_update_time: 0.0716434196, other_time: 1.5352210999
epoch time: 4.0228080750s, input_fired_time: 0.0747365355, output_fired_time: 0.0000000000, propagate_forward_time: 3.6736025810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744688988
validation[          , genome  5844] predictions:    9714/  10000 (97.14%), best:    9729/10000 (97.29%), error:       964.23920, best error:       932.90344 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 47.4995269775s, input_fired_time: 0.7311840653, output_fired_time: 0.4786622226, propagate_forward_time: 18.4228172302, propagate_backward_time: 26.3351917267, weight_update_time: 0.0716540292, other_time: 1.5316715240
epoch time: 4.0392675400s, input_fired_time: 0.0756573454, output_fired_time: 0.0000000000, propagate_forward_time: 3.6869328022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766773701
validation[          , genome  5844] predictions:    9701/  10000 (97.01%), best:    9729/10000 (97.29%), error:       968.84674, best error:       932.90344 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 47.4681015015s, input_fired_time: 0.7338275909, output_fired_time: 0.4782623947, propagate_forward_time: 18.4169597626, propagate_backward_time: 26.3037528992, weight_update_time: 0.0716151372, other_time: 1.5352993011
epoch time: 4.0980863571s, input_fired_time: 0.0761913881, output_fired_time: 0.0000000000, propagate_forward_time: 3.7408919334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810029984
validation[          , genome  5844] predictions:    9708/  10000 (97.08%), best:    9729/10000 (97.29%), error:       977.67163, best error:       932.90344 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 47.6011734009s, input_fired_time: 0.7382680774, output_fired_time: 0.4804137349, propagate_forward_time: 18.4705886841, propagate_backward_time: 26.3761367798, weight_update_time: 0.0715737492, other_time: 1.5357627869
epoch time: 4.0279469490s, input_fired_time: 0.0765447170, output_fired_time: 0.0000000000, propagate_forward_time: 3.6757693291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756328583
validation[          , genome  5844] predictions:    9646/  10000 (96.46%), best:    9729/10000 (97.29%), error:      1113.23645, best error:       932.90344 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 47.5021667480s, input_fired_time: 0.7392970324, output_fired_time: 0.4798484445, propagate_forward_time: 18.3727760315, propagate_backward_time: 26.3664340973, weight_update_time: 0.0715168640, other_time: 1.5438137054
epoch time: 4.0798792839s, input_fired_time: 0.0766382143, output_fired_time: 0.0000000000, propagate_forward_time: 3.7234461308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797949314
validation[          , genome  5844] predictions:    9682/  10000 (96.82%), best:    9729/10000 (97.29%), error:      1004.21423, best error:       932.90344 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 47.4255180359s, input_fired_time: 0.7388173342, output_fired_time: 0.4740744531, propagate_forward_time: 18.3703422546, propagate_backward_time: 26.3049449921, weight_update_time: 0.0715800524, other_time: 1.5373363495
epoch time: 4.0282416344s, input_fired_time: 0.0762767270, output_fired_time: 0.0000000000, propagate_forward_time: 3.6746795177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772853374
validation[          , genome  5844] predictions:    9686/  10000 (96.86%), best:    9729/10000 (97.29%), error:      1028.29761, best error:       932.90344 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 47.5221214294s, input_fired_time: 0.7424063087, output_fired_time: 0.4787031710, propagate_forward_time: 18.3801822662, propagate_backward_time: 26.3656024933, weight_update_time: 0.0724341124, other_time: 1.5552291870
epoch time: 4.0297050476s, input_fired_time: 0.0770579353, output_fired_time: 0.0000000000, propagate_forward_time: 3.6748559475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777912617
validation[          , genome  5844] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       910.84894, best error:       910.84894 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 47.5037879944s, input_fired_time: 0.7418287396, output_fired_time: 0.4758558273, propagate_forward_time: 18.3928833008, propagate_backward_time: 26.3336124420, weight_update_time: 0.0715367049, other_time: 1.5596065521
epoch time: 4.0340113640s, input_fired_time: 0.0775352567, output_fired_time: 0.0000000000, propagate_forward_time: 3.6757235527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807526588
validation[          , genome  5844] predictions:    9704/  10000 (97.04%), best:    9723/10000 (97.23%), error:       932.69586, best error:       910.84894 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 47.4809074402s, input_fired_time: 0.7432535291, output_fired_time: 0.4755764604, propagate_forward_time: 18.3721065521, propagate_backward_time: 26.3182868958, weight_update_time: 0.0715184212, other_time: 1.5716838837
epoch time: 4.0315284729s, input_fired_time: 0.0769293755, output_fired_time: 0.0000000000, propagate_forward_time: 3.6754853725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791137695
validation[          , genome  5844] predictions:    9653/  10000 (96.53%), best:    9723/10000 (97.23%), error:      1149.37207, best error:       910.84894 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 47.5107612610s, input_fired_time: 0.7422463894, output_fired_time: 0.4793804288, propagate_forward_time: 18.3759822845, propagate_backward_time: 26.3567047119, weight_update_time: 0.0715566203, other_time: 1.5564479828
epoch time: 4.0262761116s, input_fired_time: 0.0761199519, output_fired_time: 0.0000000000, propagate_forward_time: 3.6743493080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758069038
validation[          , genome  5844] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       892.78265, best error:       892.78265 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 47.5353240967s, input_fired_time: 0.7459112406, output_fired_time: 0.4799456596, propagate_forward_time: 18.4070301056, propagate_backward_time: 26.3389167786, weight_update_time: 0.0716039240, other_time: 1.5635204315
epoch time: 4.0287246704s, input_fired_time: 0.0766401738, output_fired_time: 0.0000000000, propagate_forward_time: 3.6753208637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767636776
validation[          , genome  5844] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       865.35309, best error:       865.35309 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 47.6581115723s, input_fired_time: 0.7474855185, output_fired_time: 0.4799680710, propagate_forward_time: 18.4159603119, propagate_backward_time: 26.4490165710, weight_update_time: 0.0717861429, other_time: 1.5656795502
epoch time: 4.0298762321s, input_fired_time: 0.0764936581, output_fired_time: 0.0000000000, propagate_forward_time: 3.6760854721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772970200
validation[          , genome  5844] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:       945.68738, best error:       865.35309 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 47.5291442871s, input_fired_time: 0.7463822961, output_fired_time: 0.4803226590, propagate_forward_time: 18.3873043060, propagate_backward_time: 26.3424987793, weight_update_time: 0.0719785690, other_time: 1.5726337433
epoch time: 4.5861544609s, input_fired_time: 0.0856250525, output_fired_time: 0.0000000000, propagate_forward_time: 4.1939721107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065571785
validation[          , genome  5844] predictions:    9696/  10000 (96.96%), best:    9732/10000 (97.32%), error:       921.37415, best error:       865.35309 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 47.9123954773s, input_fired_time: 0.7466773391, output_fired_time: 0.4851624668, propagate_forward_time: 18.5782222748, propagate_backward_time: 26.5492553711, weight_update_time: 0.0721894801, other_time: 1.5530796051
epoch time: 4.0269622803s, input_fired_time: 0.0754202306, output_fired_time: 0.0000000000, propagate_forward_time: 3.6748058796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767362595
validation[          , genome  5844] predictions:    9717/  10000 (97.17%), best:    9732/10000 (97.32%), error:       894.27588, best error:       865.35309 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 47.7255172729s, input_fired_time: 0.7467907667, output_fired_time: 0.4807174802, propagate_forward_time: 18.4783687592, propagate_backward_time: 26.4663677216, weight_update_time: 0.0718307644, other_time: 1.5532722473
epoch time: 4.0443825722s, input_fired_time: 0.0780744255, output_fired_time: 0.0000000000, propagate_forward_time: 3.6837060452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826020718
validation[          , genome  5844] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       925.42944, best error:       865.35309 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 48.3276481628s, input_fired_time: 0.7603349090, output_fired_time: 0.4822155237, propagate_forward_time: 18.7057018280, propagate_backward_time: 26.7559776306, weight_update_time: 0.0759245977, other_time: 1.6234188080
epoch time: 4.0665292740s, input_fired_time: 0.0832752734, output_fired_time: 0.0000000000, propagate_forward_time: 3.6934146881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898392677
validation[          , genome  5844] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:       984.84332, best error:       865.35309 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 47.3713340759s, input_fired_time: 0.7422651052, output_fired_time: 0.4737937450, propagate_forward_time: 18.3632164001, propagate_backward_time: 26.2564582825, weight_update_time: 0.0714775324, other_time: 1.5356025696
epoch time: 4.0249705315s, input_fired_time: 0.0766622722, output_fired_time: 0.0000000000, propagate_forward_time: 3.6731278896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751803398
validation[          , genome  5844] predictions:    9717/  10000 (97.17%), best:    9732/10000 (97.32%), error:       910.69611, best error:       865.35309 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 47.5270195007s, input_fired_time: 0.7425100207, output_fired_time: 0.4794365466, propagate_forward_time: 18.4126396179, propagate_backward_time: 26.3571567535, weight_update_time: 0.0717820227, other_time: 1.5352764130
epoch time: 4.0317711830s, input_fired_time: 0.0781010836, output_fired_time: 0.0000000000, propagate_forward_time: 3.6778700352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757999897
validation[          , genome  5844] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       868.35577, best error:       865.35309 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 47.5391807556s, input_fired_time: 0.7431243658, output_fired_time: 0.4780663848, propagate_forward_time: 18.3877201080, propagate_backward_time: 26.3953781128, weight_update_time: 0.0717531294, other_time: 1.5348911285
epoch time: 4.0255346298s, input_fired_time: 0.0772552043, output_fired_time: 0.0000000000, propagate_forward_time: 3.6736357212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746436596
validation[          , genome  5844] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       926.91656, best error:       865.35309 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 47.5064964294s, input_fired_time: 0.7448632121, output_fired_time: 0.4787489474, propagate_forward_time: 18.3652839661, propagate_backward_time: 26.3824062347, weight_update_time: 0.0715669766, other_time: 1.5351963043
epoch time: 4.0508494377s, input_fired_time: 0.0777505413, output_fired_time: 0.0000000000, propagate_forward_time: 3.6953842640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777147293
validation[          , genome  5844] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:       925.13751, best error:       865.35309 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 47.4848632812s, input_fired_time: 0.7453349233, output_fired_time: 0.4757269025, propagate_forward_time: 18.3935337067, propagate_backward_time: 26.3313846588, weight_update_time: 0.0716753155, other_time: 1.5388832092
epoch time: 4.0335636139s, input_fired_time: 0.0778900459, output_fired_time: 0.0000000000, propagate_forward_time: 3.6767840385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2788894176
validation[          , genome  5844] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       983.40094, best error:       865.35309 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 47.4376296997s, input_fired_time: 0.7464234829, output_fired_time: 0.4749549925, propagate_forward_time: 18.3704013824, propagate_backward_time: 26.3022651672, weight_update_time: 0.0717052147, other_time: 1.5435848236
epoch time: 4.0269517899s, input_fired_time: 0.0776952729, output_fired_time: 0.0000000000, propagate_forward_time: 3.6738314629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754249573
validation[          , genome  5844] predictions:    9704/  10000 (97.04%), best:    9732/10000 (97.32%), error:       959.97076, best error:       865.35309 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 47.4765014648s, input_fired_time: 0.7453473806, output_fired_time: 0.4770363569, propagate_forward_time: 18.3990345001, propagate_backward_time: 26.3234863281, weight_update_time: 0.0716211721, other_time: 1.5315990448
epoch time: 4.0263023376s, input_fired_time: 0.0773638710, output_fired_time: 0.0000000000, propagate_forward_time: 3.6737942696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751441002
validation[          , genome  5844] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       928.16968, best error:       865.35309 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 47.4615440369s, input_fired_time: 0.7480792999, output_fired_time: 0.4772707224, propagate_forward_time: 18.3814334869, propagate_backward_time: 26.3155593872, weight_update_time: 0.0716914460, other_time: 1.5391979218
epoch time: 4.0253157616s, input_fired_time: 0.0771220699, output_fired_time: 0.0000000000, propagate_forward_time: 3.6740283966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741653919
validation[          , genome  5844] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       839.30188, best error:       839.30188 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 47.4959640503s, input_fired_time: 0.7478063703, output_fired_time: 0.4744655192, propagate_forward_time: 18.3970184326, propagate_backward_time: 26.3417987823, weight_update_time: 0.0716335624, other_time: 1.5348758698
epoch time: 4.0284385681s, input_fired_time: 0.0778712034, output_fired_time: 0.0000000000, propagate_forward_time: 3.6745278835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760393620
validation[          , genome  5844] predictions:    9691/  10000 (96.91%), best:    9734/10000 (97.34%), error:       968.28668, best error:       839.30188 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 47.4690933228s, input_fired_time: 0.7501642108, output_fired_time: 0.4785611033, propagate_forward_time: 18.3838710785, propagate_backward_time: 26.3093795776, weight_update_time: 0.0717129633, other_time: 1.5471172333
epoch time: 4.0333499908s, input_fired_time: 0.0809484124, output_fired_time: 0.0000000000, propagate_forward_time: 3.6758804321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765212059
validation[          , genome  5844] predictions:    9677/  10000 (96.77%), best:    9734/10000 (97.34%), error:       982.98456, best error:       839.30188 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 47.4381752014s, input_fired_time: 0.7486815453, output_fired_time: 0.4743290842, propagate_forward_time: 18.3682308197, propagate_backward_time: 26.3061027527, weight_update_time: 0.0716420561, other_time: 1.5408306122
epoch time: 4.0265865326s, input_fired_time: 0.0766551048, output_fired_time: 0.0000000000, propagate_forward_time: 3.6748259068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751054764
validation[          , genome  5844] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       851.72858, best error:       839.30188 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 47.4415359497s, input_fired_time: 0.7486116290, output_fired_time: 0.4743526578, propagate_forward_time: 18.3677654266, propagate_backward_time: 26.3094329834, weight_update_time: 0.0715587586, other_time: 1.5413722992
epoch time: 4.0310506821s, input_fired_time: 0.0787178800, output_fired_time: 0.0000000000, propagate_forward_time: 3.6752362251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770965099
validation[          , genome  5844] predictions:    9728/  10000 (97.28%), best:    9734/10000 (97.34%), error:       860.29095, best error:       839.30188 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 47.4722061157s, input_fired_time: 0.7537254095, output_fired_time: 0.4764394164, propagate_forward_time: 18.3794097900, propagate_backward_time: 26.3289394379, weight_update_time: 0.0716727152, other_time: 1.5336894989
epoch time: 4.0278415680s, input_fired_time: 0.0789925233, output_fired_time: 0.0000000000, propagate_forward_time: 3.6743822098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744667530
validation[          , genome  5844] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       914.17645, best error:       839.30188 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 47.4642333984s, input_fired_time: 0.7511810660, output_fired_time: 0.4766280651, propagate_forward_time: 18.3852500916, propagate_backward_time: 26.3183727264, weight_update_time: 0.0715584457, other_time: 1.5328006744
epoch time: 4.0263094902s, input_fired_time: 0.0774866864, output_fired_time: 0.0000000000, propagate_forward_time: 3.6744251251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743976116
validation[          , genome  5844] predictions:    9757/  10000 (97.57%), best:    9734/10000 (97.34%), error:       840.08313, best error:       839.30188 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 47.5267105103s, input_fired_time: 0.7549573779, output_fired_time: 0.4750304222, propagate_forward_time: 18.4025478363, propagate_backward_time: 26.3570690155, weight_update_time: 0.0718188807, other_time: 1.5371055603
epoch time: 4.0274343491s, input_fired_time: 0.0789030716, output_fired_time: 0.0000000000, propagate_forward_time: 3.6742041111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743272781
validation[          , genome  5844] predictions:    9675/  10000 (96.75%), best:    9734/10000 (97.34%), error:      1044.21375, best error:       839.30188 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 47.4018936157s, input_fired_time: 0.7522487044, output_fired_time: 0.4739684761, propagate_forward_time: 18.3652992249, propagate_backward_time: 26.2805366516, weight_update_time: 0.0716653615, other_time: 1.5298423767
epoch time: 4.0289573669s, input_fired_time: 0.0795036927, output_fired_time: 0.0000000000, propagate_forward_time: 3.6746971607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747564316
validation[          , genome  5844] predictions:    9670/  10000 (96.70%), best:    9734/10000 (97.34%), error:      1039.72229, best error:       839.30188 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 47.4784011841s, input_fired_time: 0.7551226616, output_fired_time: 0.4755660594, propagate_forward_time: 18.4072265625, propagate_backward_time: 26.3009681702, weight_update_time: 0.0716219172, other_time: 1.5395164490
epoch time: 4.0370526314s, input_fired_time: 0.0804003701, output_fired_time: 0.0000000000, propagate_forward_time: 3.6764240265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802281380
validation[          , genome  5844] predictions:    9718/  10000 (97.18%), best:    9734/10000 (97.34%), error:       901.64130, best error:       839.30188 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 47.6037521362s, input_fired_time: 0.7558449507, output_fired_time: 0.4809064269, propagate_forward_time: 18.4316024780, propagate_backward_time: 26.3711719513, weight_update_time: 0.0717962012, other_time: 1.5642261505
epoch time: 4.0364122391s, input_fired_time: 0.0797019079, output_fired_time: 0.0000000000, propagate_forward_time: 3.6765887737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801215649
validation[          , genome  5844] predictions:    9698/  10000 (96.98%), best:    9734/10000 (97.34%), error:       946.94580, best error:       839.30188 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 47.4706535339s, input_fired_time: 0.7583730221, output_fired_time: 0.4752531648, propagate_forward_time: 18.3766307831, propagate_backward_time: 26.2960491180, weight_update_time: 0.0716371313, other_time: 1.5643463135
epoch time: 4.0357642174s, input_fired_time: 0.0815460384, output_fired_time: 0.0000000000, propagate_forward_time: 3.6771268845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770912647
validation[          , genome  5844] predictions:    9721/  10000 (97.21%), best:    9734/10000 (97.34%), error:       911.10303, best error:       839.30188 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 47.4926948547s, input_fired_time: 0.7576133609, output_fired_time: 0.4764898717, propagate_forward_time: 18.3760013580, propagate_backward_time: 26.3219738007, weight_update_time: 0.0715923905, other_time: 1.5606155396
epoch time: 4.0320544243s, input_fired_time: 0.0788966045, output_fired_time: 0.0000000000, propagate_forward_time: 3.6764461994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767117023
validation[          , genome  5844] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       873.32178, best error:       839.30188 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 47.5971069336s, input_fired_time: 0.7566877007, output_fired_time: 0.4799292088, propagate_forward_time: 18.4161968231, propagate_backward_time: 26.3834705353, weight_update_time: 0.0719389245, other_time: 1.5608215332
epoch time: 4.0339469910s, input_fired_time: 0.0797857121, output_fired_time: 0.0000000000, propagate_forward_time: 3.6775324345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766287327
validation[          , genome  5844] predictions:    9709/  10000 (97.09%), best:    9734/10000 (97.34%), error:       945.41931, best error:       839.30188 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 47.5345535278s, input_fired_time: 0.7577673793, output_fired_time: 0.4783420563, propagate_forward_time: 18.3806858063, propagate_backward_time: 26.3634834290, weight_update_time: 0.0716137290, other_time: 1.5542774200
epoch time: 4.0341482162s, input_fired_time: 0.0811966509, output_fired_time: 0.0000000000, propagate_forward_time: 3.6766932011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762584686
validation[          , genome  5844] predictions:    9730/  10000 (97.30%), best:    9734/10000 (97.34%), error:       897.36957, best error:       839.30188 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 47.5160026550s, input_fired_time: 0.7589411736, output_fired_time: 0.4804393947, propagate_forward_time: 18.4135208130, propagate_backward_time: 26.3173465729, weight_update_time: 0.0715918392, other_time: 1.5457553864
epoch time: 4.0338630676s, input_fired_time: 0.0800571591, output_fired_time: 0.0000000000, propagate_forward_time: 3.6773934364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764124870
validation[          , genome  5844] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       879.54150, best error:       839.30188 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 47.6121253967s, input_fired_time: 0.7604099512, output_fired_time: 0.4823415279, propagate_forward_time: 18.4349231720, propagate_backward_time: 26.3724822998, weight_update_time: 0.0718157515, other_time: 1.5619678497
epoch time: 4.0381140709s, input_fired_time: 0.0821100175, output_fired_time: 0.0000000000, propagate_forward_time: 3.6772258282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787783146
validation[          , genome  5844] predictions:    9726/  10000 (97.26%), best:    9734/10000 (97.34%), error:       861.57526, best error:       839.30188 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 47.4990119934s, input_fired_time: 0.7613543868, output_fired_time: 0.4756398201, propagate_forward_time: 18.3839359283, propagate_backward_time: 26.3225040436, weight_update_time: 0.0718939081, other_time: 1.5555801392
epoch time: 4.0411877632s, input_fired_time: 0.0810095370, output_fired_time: 0.0000000000, propagate_forward_time: 3.6827354431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774426937
validation[          , genome  5844] predictions:    9706/  10000 (97.06%), best:    9734/10000 (97.34%), error:       904.20636, best error:       839.30188 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 47.6418571472s, input_fired_time: 0.7614015341, output_fired_time: 0.4784164131, propagate_forward_time: 18.4263744354, propagate_backward_time: 26.4184970856, weight_update_time: 0.0719224289, other_time: 1.5571670532
epoch time: 4.0328874588s, input_fired_time: 0.0791163296, output_fired_time: 0.0000000000, propagate_forward_time: 3.6772358418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765352726
validation[          , genome  5844] predictions:    9719/  10000 (97.19%), best:    9734/10000 (97.34%), error:       913.78864, best error:       839.30188 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 47.4775276184s, input_fired_time: 0.7621043324, output_fired_time: 0.4750994742, propagate_forward_time: 18.3789501190, propagate_backward_time: 26.3075771332, weight_update_time: 0.0716022849, other_time: 1.5537986755
epoch time: 4.0333662033s, input_fired_time: 0.0798066929, output_fired_time: 0.0000000000, propagate_forward_time: 3.6767740250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767853737
validation[          , genome  5844] predictions:    9641/  10000 (96.41%), best:    9734/10000 (97.34%), error:      1124.84631, best error:       839.30188 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 47.5940055847s, input_fired_time: 0.7612516880, output_fired_time: 0.4763471186, propagate_forward_time: 18.4290008545, propagate_backward_time: 26.3722076416, weight_update_time: 0.0717566386, other_time: 1.5551948547
epoch time: 4.0336890221s, input_fired_time: 0.0795422792, output_fired_time: 0.0000000000, propagate_forward_time: 3.6774737835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766730785
validation[          , genome  5844] predictions:    9701/  10000 (97.01%), best:    9734/10000 (97.34%), error:       927.91888, best error:       839.30188 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 47.4794464111s, input_fired_time: 0.7641907334, output_fired_time: 0.4752686024, propagate_forward_time: 18.3791465759, propagate_backward_time: 26.3065681458, weight_update_time: 0.0716759861, other_time: 1.5542716980
epoch time: 4.0382208824s, input_fired_time: 0.0831583291, output_fired_time: 0.0000000000, propagate_forward_time: 3.6772253513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778372765
validation[          , genome  5844] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       809.49512, best error:       809.49512 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 47.4938430786s, input_fired_time: 0.7639014721, output_fired_time: 0.4750940204, propagate_forward_time: 18.3894214630, propagate_backward_time: 26.3142509460, weight_update_time: 0.0717263222, other_time: 1.5511760712
epoch time: 4.0355424881s, input_fired_time: 0.0805555731, output_fired_time: 0.0000000000, propagate_forward_time: 3.6749444008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800424099
validation[          , genome  5844] predictions:    9745/  10000 (97.45%), best:    9763/10000 (97.63%), error:       833.85870, best error:       809.49512 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 47.6564140320s, input_fired_time: 0.7633566260, output_fired_time: 0.4778952599, propagate_forward_time: 18.4724464417, propagate_backward_time: 26.3868198395, weight_update_time: 0.0719484761, other_time: 1.5558986664
epoch time: 4.0321426392s, input_fired_time: 0.0806482807, output_fired_time: 0.0000000000, propagate_forward_time: 3.6749470234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765474319
validation[          , genome  5844] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       830.52356, best error:       809.49512 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 47.5157890320s, input_fired_time: 0.7631104589, output_fired_time: 0.4748490751, propagate_forward_time: 18.3998374939, propagate_backward_time: 26.3386459351, weight_update_time: 0.0717020854, other_time: 1.5393447876
epoch time: 4.0924878120s, input_fired_time: 0.0819262788, output_fired_time: 0.0000000000, propagate_forward_time: 3.7313256264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2792358398
validation[          , genome  5844] predictions:    9735/  10000 (97.35%), best:    9763/10000 (97.63%), error:       844.80945, best error:       809.49512 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 47.5528755188s, input_fired_time: 0.7639800906, output_fired_time: 0.4787518978, propagate_forward_time: 18.4043750763, propagate_backward_time: 26.3526077271, weight_update_time: 0.0717140362, other_time: 1.5531597137
epoch time: 4.0298910141s, input_fired_time: 0.0783941373, output_fired_time: 0.0000000000, propagate_forward_time: 3.6765687466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749280930
validation[          , genome  5844] predictions:    9670/  10000 (96.70%), best:    9763/10000 (97.63%), error:      1032.23535, best error:       809.49512 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 47.5699501038s, input_fired_time: 0.7608885765, output_fired_time: 0.4761863649, propagate_forward_time: 18.4062080383, propagate_backward_time: 26.3864974976, weight_update_time: 0.0718353912, other_time: 1.5401725769
epoch time: 4.0383977890s, input_fired_time: 0.0801849142, output_fired_time: 0.0000000000, propagate_forward_time: 3.6821029186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761099339
validation[          , genome  5844] predictions:    9703/  10000 (97.03%), best:    9763/10000 (97.63%), error:       932.36029, best error:       809.49512 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 47.6517333984s, input_fired_time: 0.7624244690, output_fired_time: 0.4851048291, propagate_forward_time: 18.4271793365, propagate_backward_time: 26.4340057373, weight_update_time: 0.0716106221, other_time: 1.5430202484
epoch time: 4.0359063148s, input_fired_time: 0.0817607790, output_fired_time: 0.0000000000, propagate_forward_time: 3.6770482063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770972252
validation[          , genome  5844] predictions:    9711/  10000 (97.11%), best:    9763/10000 (97.63%), error:       921.81177, best error:       809.49512 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 47.4771575928s, input_fired_time: 0.7670102715, output_fired_time: 0.4745045006, propagate_forward_time: 18.3708286285, propagate_backward_time: 26.3213348389, weight_update_time: 0.0716627091, other_time: 1.5434780121
epoch time: 4.0369386673s, input_fired_time: 0.0834407136, output_fired_time: 0.0000000000, propagate_forward_time: 3.6764132977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770845890
validation[          , genome  5844] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       858.32654, best error:       809.49512 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 47.5429153442s, input_fired_time: 0.7639302015, output_fired_time: 0.4756154418, propagate_forward_time: 18.3917465210, propagate_backward_time: 26.3643913269, weight_update_time: 0.0718996823, other_time: 1.5472297668
epoch time: 4.0360321999s, input_fired_time: 0.0813789666, output_fired_time: 0.0000000000, propagate_forward_time: 3.6761457920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785074711
validation[          , genome  5844] predictions:    9722/  10000 (97.22%), best:    9763/10000 (97.63%), error:       845.67059, best error:       809.49512 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 47.4891510010s, input_fired_time: 0.7671479583, output_fired_time: 0.4750078022, propagate_forward_time: 18.3746242523, propagate_backward_time: 26.3218421936, weight_update_time: 0.0721720755, other_time: 1.5505313873
epoch time: 4.0350928307s, input_fired_time: 0.0804560110, output_fired_time: 0.0000000000, propagate_forward_time: 3.6766915321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779452801
validation[          , genome  5844] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       889.14575, best error:       809.49512 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 47.5632972717s, input_fired_time: 0.7671089768, output_fired_time: 0.4758569002, propagate_forward_time: 18.3985404968, propagate_backward_time: 26.3666114807, weight_update_time: 0.0722966790, other_time: 1.5551795959
epoch time: 4.0379276276s, input_fired_time: 0.0825305730, output_fired_time: 0.0000000000, propagate_forward_time: 3.6778209209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775762081
validation[          , genome  5844] predictions:    9719/  10000 (97.19%), best:    9763/10000 (97.63%), error:       937.37482, best error:       809.49512 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 47.4950866699s, input_fired_time: 0.7663059831, output_fired_time: 0.4751647711, propagate_forward_time: 18.3770294189, propagate_backward_time: 26.3279533386, weight_update_time: 0.0721774921, other_time: 1.5486297607
epoch time: 4.0326261520s, input_fired_time: 0.0802831426, output_fired_time: 0.0000000000, propagate_forward_time: 3.6759138107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764291763
validation[          , genome  5844] predictions:    9673/  10000 (96.73%), best:    9763/10000 (97.63%), error:      1043.24048, best error:       809.49512 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 47.4864006042s, input_fired_time: 0.7636202574, output_fired_time: 0.4748198092, propagate_forward_time: 18.3753318787, propagate_backward_time: 26.3253307343, weight_update_time: 0.0721569732, other_time: 1.5473003387
epoch time: 4.0328717232s, input_fired_time: 0.0810750425, output_fired_time: 0.0000000000, propagate_forward_time: 3.6758100986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759866714
validation[          , genome  5844] predictions:    9716/  10000 (97.16%), best:    9763/10000 (97.63%), error:       912.35419, best error:       809.49512 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 47.5216102600s, input_fired_time: 0.7668096423, output_fired_time: 0.4756603539, propagate_forward_time: 18.3786849976, propagate_backward_time: 26.3427715302, weight_update_time: 0.0719921514, other_time: 1.5576801300
epoch time: 4.0371656418s, input_fired_time: 0.0778611973, output_fired_time: 0.0000000000, propagate_forward_time: 3.6774439812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818603516
validation[          , genome  5844] predictions:    9683/  10000 (96.83%), best:    9763/10000 (97.63%), error:      1074.34680, best error:       809.49512 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 47.5656356812s, input_fired_time: 0.7676005960, output_fired_time: 0.4796734154, propagate_forward_time: 18.3852825165, propagate_backward_time: 26.3562240601, weight_update_time: 0.0722652152, other_time: 1.5768527985
epoch time: 4.0402698517s, input_fired_time: 0.0802899972, output_fired_time: 0.0000000000, propagate_forward_time: 3.6776669025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823128700
validation[          , genome  5844] predictions:    9617/  10000 (96.17%), best:    9763/10000 (97.63%), error:      1242.31519, best error:       809.49512 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 47.6043472290s, input_fired_time: 0.7674226165, output_fired_time: 0.4832237959, propagate_forward_time: 18.4089279175, propagate_backward_time: 26.3714561462, weight_update_time: 0.0722442344, other_time: 1.5733184814
epoch time: 4.0346894264s, input_fired_time: 0.0798065737, output_fired_time: 0.0000000000, propagate_forward_time: 3.6768939495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779889107
validation[          , genome  5844] predictions:    9733/  10000 (97.33%), best:    9763/10000 (97.63%), error:       863.42896, best error:       809.49512 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 47.5761528015s, input_fired_time: 0.7704263926, output_fired_time: 0.4849526882, propagate_forward_time: 18.4024543762, propagate_backward_time: 26.3434143066, weight_update_time: 0.0723315626, other_time: 1.5749053955
epoch time: 4.0360155106s, input_fired_time: 0.0809134245, output_fired_time: 0.0000000000, propagate_forward_time: 3.6771802902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779216766
validation[          , genome  5844] predictions:    9682/  10000 (96.82%), best:    9763/10000 (97.63%), error:      1060.70642, best error:       809.49512 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.8565330505s, input_fired_time: 0.7852167487, output_fired_time: 0.4915917218, propagate_forward_time: 18.9030399323, propagate_backward_time: 27.0633506775, weight_update_time: 0.0742119700, other_time: 1.6133327484
epoch time: 4.0422129631s, input_fired_time: 0.0833642185, output_fired_time: 0.0000000000, propagate_forward_time: 3.6818647385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769839764
validation[          , genome  5844] predictions:    9692/  10000 (96.92%), best:    9763/10000 (97.63%), error:       979.26373, best error:       809.49512 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.8385925293s, input_fired_time: 0.7797967792, output_fired_time: 0.4878246486, propagate_forward_time: 18.8819961548, propagate_backward_time: 27.0758666992, weight_update_time: 0.0740008354, other_time: 1.6131095886
epoch time: 4.3104658127s, input_fired_time: 0.0849312693, output_fired_time: 0.0000000000, propagate_forward_time: 3.9293870926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961473465
validation[          , genome  5844] predictions:    9690/  10000 (96.90%), best:    9763/10000 (97.63%), error:       966.18518, best error:       809.49512 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.5070075989s, input_fired_time: 0.7804290652, output_fired_time: 0.4861252606, propagate_forward_time: 18.7316036224, propagate_backward_time: 26.9115505219, weight_update_time: 0.0731885210, other_time: 1.5972976685
epoch time: 4.1523151398s, input_fired_time: 0.0838252455, output_fired_time: 0.0000000000, propagate_forward_time: 3.7852277756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832622528
validation[          , genome  5844] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       783.34985, best error:       783.34985 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 49.0857772827s, input_fired_time: 0.7865204811, output_fired_time: 0.4917368889, propagate_forward_time: 18.9852085114, propagate_backward_time: 27.2051925659, weight_update_time: 0.0744424537, other_time: 1.6171169281
epoch time: 4.0329504013s, input_fired_time: 0.0803627744, output_fired_time: 0.0000000000, propagate_forward_time: 3.6744585037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781291008
validation[          , genome  5844] predictions:    9621/  10000 (96.21%), best:    9753/10000 (97.53%), error:      1201.26050, best error:       783.34985 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 47.7219810486s, input_fired_time: 0.7825195193, output_fired_time: 0.4788245261, propagate_forward_time: 18.4065475464, propagate_backward_time: 26.4131546021, weight_update_time: 0.0767250210, other_time: 1.6409339905
epoch time: 4.0465130806s, input_fired_time: 0.0853466839, output_fired_time: 0.0000000000, propagate_forward_time: 3.6768903732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842760086
validation[          , genome  5844] predictions:    9702/  10000 (97.02%), best:    9753/10000 (97.53%), error:       935.48914, best error:       783.34985 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 47.8370857239s, input_fired_time: 0.7764394879, output_fired_time: 0.4796603024, propagate_forward_time: 18.4903297424, propagate_backward_time: 26.5148582458, weight_update_time: 0.0724079907, other_time: 1.5757980347
epoch time: 4.2797470093s, input_fired_time: 0.0854956359, output_fired_time: 0.0000000000, propagate_forward_time: 3.9016349316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926166058
validation[          , genome  5844] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       845.72198, best error:       783.34985 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 48.3178749084s, input_fired_time: 0.7704101205, output_fired_time: 0.4845856130, propagate_forward_time: 18.6646671295, propagate_backward_time: 26.8102340698, weight_update_time: 0.0729177371, other_time: 1.5879802704
epoch time: 4.0367598534s, input_fired_time: 0.0798087642, output_fired_time: 0.0000000000, propagate_forward_time: 3.6800971031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768540382
validation[          , genome  5844] predictions:    9712/  10000 (97.12%), best:    9753/10000 (97.53%), error:       970.75732, best error:       783.34985 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 48.1187629700s, input_fired_time: 0.7716075182, output_fired_time: 0.4832798839, propagate_forward_time: 18.5945034027, propagate_backward_time: 26.6916446686, weight_update_time: 0.0725091323, other_time: 1.5777282715
epoch time: 4.1487998962s, input_fired_time: 0.0864367709, output_fired_time: 0.0000000000, propagate_forward_time: 3.7752785683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870845795
validation[          , genome  5844] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       889.77924, best error:       783.34985 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.0783538818s, input_fired_time: 0.7904284000, output_fired_time: 0.4910342693, propagate_forward_time: 19.0062389374, propagate_backward_time: 27.1669540405, weight_update_time: 0.0742216930, other_time: 1.6236972809
epoch time: 4.1623849869s, input_fired_time: 0.0805726275, output_fired_time: 0.0000000000, propagate_forward_time: 3.7873306274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944817543
validation[          , genome  5844] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:       962.83350, best error:       783.34985 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.0440216064s, input_fired_time: 0.7857652903, output_fired_time: 0.4899712503, propagate_forward_time: 19.0087318420, propagate_backward_time: 27.1268692017, weight_update_time: 0.0740483031, other_time: 1.6326828003
epoch time: 4.3205122948s, input_fired_time: 0.0851203874, output_fired_time: 0.0000000000, propagate_forward_time: 3.9344401360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009519577
validation[          , genome  5844] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:       968.67010, best error:       783.34985 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.8547477722s, input_fired_time: 0.7907560468, output_fired_time: 0.4976775050, propagate_forward_time: 19.3193130493, propagate_backward_time: 27.6049079895, weight_update_time: 0.0749274492, other_time: 1.6420936584
epoch time: 4.0960516930s, input_fired_time: 0.0788226798, output_fired_time: 0.0000000000, propagate_forward_time: 3.7310678959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861611843
validation[          , genome  5844] predictions:    9664/  10000 (96.64%), best:    9753/10000 (97.53%), error:      1078.13232, best error:       783.34985 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.3002891541s, input_fired_time: 0.7761897445, output_fired_time: 0.4936694503, propagate_forward_time: 19.0432147980, propagate_backward_time: 27.3574619293, weight_update_time: 0.0745517164, other_time: 1.6297569275
epoch time: 4.2142305374s, input_fired_time: 0.0823659524, output_fired_time: 0.0000000000, propagate_forward_time: 3.8369557858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949087620
validation[          , genome  5844] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       841.93304, best error:       783.34985 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 49.7181396484s, input_fired_time: 0.7851105928, output_fired_time: 0.4950612485, propagate_forward_time: 19.2629318237, propagate_backward_time: 27.5293102264, weight_update_time: 0.0748124868, other_time: 1.6457271576
epoch time: 4.1131024361s, input_fired_time: 0.0812843814, output_fired_time: 0.0000000000, propagate_forward_time: 3.7496559620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2821619511
validation[          , genome  5844] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       880.67810, best error:       783.34985 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 48.8306159973s, input_fired_time: 0.7840430737, output_fired_time: 0.4875038564, propagate_forward_time: 18.9384155273, propagate_backward_time: 27.0268650055, weight_update_time: 0.0735694170, other_time: 1.5937900543
epoch time: 4.0518445969s, input_fired_time: 0.0833386704, output_fired_time: 0.0000000000, propagate_forward_time: 3.6833343506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851715088
validation[          , genome  5844] predictions:    9722/  10000 (97.22%), best:    9753/10000 (97.53%), error:       895.24902, best error:       783.34985 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.4506645203s, input_fired_time: 0.7789606452, output_fired_time: 0.4846597016, propagate_forward_time: 18.7448825836, propagate_backward_time: 26.8614006042, weight_update_time: 0.0729167908, other_time: 1.5807590485
epoch time: 4.2024855614s, input_fired_time: 0.0825509951, output_fired_time: 0.0000000000, propagate_forward_time: 3.8345420361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853925228
validation[          , genome  5844] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       866.13428, best error:       783.34985 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.3296623230s, input_fired_time: 0.7748245597, output_fired_time: 0.4836206138, propagate_forward_time: 18.7022819519, propagate_backward_time: 26.7935009003, weight_update_time: 0.0727673098, other_time: 1.5754337311
epoch time: 4.0451579094s, input_fired_time: 0.0833650008, output_fired_time: 0.0000000000, propagate_forward_time: 3.6828582287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789347172
validation[          , genome  5844] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:       950.03467, best error:       783.34985 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.1484565735s, input_fired_time: 0.7790623903, output_fired_time: 0.4819376171, propagate_forward_time: 18.6148853302, propagate_backward_time: 26.6974220276, weight_update_time: 0.0726716146, other_time: 1.5751476288
epoch time: 4.0394949913s, input_fired_time: 0.0822162107, output_fired_time: 0.0000000000, propagate_forward_time: 3.6809313297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763473988
validation[          , genome  5844] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       850.52838, best error:       783.34985 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.1212501526s, input_fired_time: 0.7755930424, output_fired_time: 0.4827882051, propagate_forward_time: 18.6032752991, propagate_backward_time: 26.6819267273, weight_update_time: 0.0729808956, other_time: 1.5776672363
epoch time: 4.1204619408s, input_fired_time: 0.0823247507, output_fired_time: 0.0000000000, propagate_forward_time: 3.7578015327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803354263
validation[          , genome  5844] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       818.99750, best error:       783.34985 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 48.1092033386s, input_fired_time: 0.7738910913, output_fired_time: 0.4811698496, propagate_forward_time: 18.6132717133, propagate_backward_time: 26.6693592072, weight_update_time: 0.0728162676, other_time: 1.5715103149
epoch time: 4.1853427887s, input_fired_time: 0.0846917778, output_fired_time: 0.0000000000, propagate_forward_time: 3.8171620369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834887505
validation[          , genome  5844] predictions:    9717/  10000 (97.17%), best:    9753/10000 (97.53%), error:       926.67560, best error:       783.34985 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 47.6635551453s, input_fired_time: 0.7714719176, output_fired_time: 0.4785687625, propagate_forward_time: 18.4155979156, propagate_backward_time: 26.4446964264, weight_update_time: 0.0720893070, other_time: 1.5532188416
epoch time: 4.0388050079s, input_fired_time: 0.0821160078, output_fired_time: 0.0000000000, propagate_forward_time: 3.6804268360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762620449
validation[          , genome  5844] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       909.98541, best error:       783.34985 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 47.9864349365s, input_fired_time: 0.7710745335, output_fired_time: 0.4817360044, propagate_forward_time: 18.5795307159, propagate_backward_time: 26.5869369507, weight_update_time: 0.0722142905, other_time: 1.5671558380
epoch time: 4.0401086807s, input_fired_time: 0.0800499544, output_fired_time: 0.0000000000, propagate_forward_time: 3.6836163998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764422894
validation[          , genome  5844] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       829.86737, best error:       783.34985 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.0884819031s, input_fired_time: 0.7823578715, output_fired_time: 0.4914492965, propagate_forward_time: 18.9696693420, propagate_backward_time: 27.2484912872, weight_update_time: 0.0739176497, other_time: 1.5965175629
epoch time: 4.0464143753s, input_fired_time: 0.0835806280, output_fired_time: 0.0000000000, propagate_forward_time: 3.6822438240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805898190
validation[          , genome  5844] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       905.56024, best error:       783.34985 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.3546218872s, input_fired_time: 0.7926841974, output_fired_time: 0.4940766692, propagate_forward_time: 19.1224136353, propagate_backward_time: 27.3234252930, weight_update_time: 0.0745001063, other_time: 1.6220245361
epoch time: 4.1155509949s, input_fired_time: 0.0813089386, output_fired_time: 0.0000000000, propagate_forward_time: 3.7520182133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822239399
validation[          , genome  5844] predictions:    9676/  10000 (96.76%), best:    9753/10000 (97.53%), error:      1086.74072, best error:       783.34985 on epoch:    80, 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: 20.4188861847s, input_fired_time: 0.4165382087, output_fired_time: 0.0000000000, propagate_forward_time: 18.5767421722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4256057739
best training[          , genome  5844] predictions:   49576/  50000 (99.15%), best:    9753/10000 (97.53%), error:      1666.78113, best error:       783.34985 on epoch:    80, 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: 4.0587081909s, input_fired_time: 0.0807706937, output_fired_time: 0.0000000000, propagate_forward_time: 3.6891403198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887971401
   testing[          , genome  5844] predictions:    9772/  10000 (97.72%), best:    9753/10000 (97.53%), error:       729.94775, best error:       783.34985 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:49:21 (4367): called boinc_finish(0)

</stderr_txt>
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