Nameexact_genome_1518178202_49_18420_1
Workunit2993182
Created9 Feb 2018, 22:54:05 UTC
Sent9 Feb 2018, 23:39:48 UTC
Report deadline31 Mar 2018, 8:36:37 UTC
Received11 Feb 2018, 12:02:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52260
Run time20 hours 46 min 56 sec
CPU time20 hours 26 min 14 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.44 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size185.75 MB
Peak swap size189.02 MB
Peak disk usage8.37 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
97433, output_fired_time: 7.6661148071, propagate_forward_time: 261.4802856445, propagate_backward_time: 390.9322204590, weight_update_time: 0.5258451104, other_time: 10.2180480957
epoch time: 55.9578628540s, input_fired_time: 1.0324180126, output_fired_time: 0.0000000000, propagate_forward_time: 53.1129570007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8124885559
validation[          , genome 18420] predictions:    9815/  10000 (98.15%), best:    9868/10000 (98.68%), error:       559.30255, best error:       420.69415 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 680.7993774414s, input_fired_time: 8.6293115616, output_fired_time: 7.6781349182, propagate_forward_time: 262.6744689941, propagate_backward_time: 391.8103637695, weight_update_time: 0.5281085372, other_time: 10.0070495605
epoch time: 55.4071693420s, input_fired_time: 1.0265376568, output_fired_time: 0.0000000000, propagate_forward_time: 52.5064582825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8741722107
validation[          , genome 18420] predictions:    9827/  10000 (98.27%), best:    9868/10000 (98.68%), error:       530.44788, best error:       420.69415 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 688.4974365234s, input_fired_time: 8.7185764313, output_fired_time: 7.7380189896, propagate_forward_time: 265.6471252441, propagate_backward_time: 396.3307189941, weight_update_time: 0.5301629305, other_time: 10.0629882813
epoch time: 58.5432510376s, input_fired_time: 1.1004923582, output_fired_time: 0.0000000000, propagate_forward_time: 55.5773925781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8653678894
validation[          , genome 18420] predictions:    9837/  10000 (98.37%), best:    9868/10000 (98.68%), error:       500.13885, best error:       420.69415 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 700.3054199219s, input_fired_time: 8.8171815872, output_fired_time: 7.8575358391, propagate_forward_time: 269.9852600098, propagate_backward_time: 403.5589904785, weight_update_time: 0.5328533649, other_time: 10.0864257813
epoch time: 55.2794761658s, input_fired_time: 1.0215890408, output_fired_time: 0.0000000000, propagate_forward_time: 52.3459930420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9118957520
validation[          , genome 18420] predictions:    9847/  10000 (98.47%), best:    9868/10000 (98.68%), error:       571.36200, best error:       420.69415 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 686.7471923828s, input_fired_time: 8.6746702194, output_fired_time: 7.6888489723, propagate_forward_time: 265.1387939453, propagate_backward_time: 394.9123229980, weight_update_time: 0.5320430398, other_time: 10.3325500488
epoch time: 55.2751579285s, input_fired_time: 1.0175567865, output_fired_time: 0.0000000000, propagate_forward_time: 52.3921165466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8654861450
validation[          , genome 18420] predictions:    9856/  10000 (98.56%), best:    9868/10000 (98.68%), error:       455.93112, best error:       420.69415 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 680.9491577148s, input_fired_time: 8.5919818878, output_fired_time: 7.6103835106, propagate_forward_time: 262.1485900879, propagate_backward_time: 392.3520812988, weight_update_time: 0.5217857957, other_time: 10.2460937500
epoch time: 55.5730667114s, input_fired_time: 1.0182683468, output_fired_time: 0.0000000000, propagate_forward_time: 52.6952781677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8595199585
validation[          , genome 18420] predictions:    9867/  10000 (98.67%), best:    9868/10000 (98.68%), error:       439.76404, best error:       420.69415 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 693.6912841797s, input_fired_time: 8.7781848907, output_fired_time: 7.8079304695, propagate_forward_time: 268.1416931152, propagate_backward_time: 398.8403625488, weight_update_time: 0.5282527804, other_time: 10.1231079102
epoch time: 56.4196319580s, input_fired_time: 1.0392326117, output_fired_time: 0.0000000000, propagate_forward_time: 53.5425109863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8378868103
validation[          , genome 18420] predictions:    9870/  10000 (98.70%), best:    9868/10000 (98.68%), error:       435.20844, best error:       420.69415 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 695.0676269531s, input_fired_time: 8.7566623688, output_fired_time: 7.7687273026, propagate_forward_time: 268.3990173340, propagate_backward_time: 399.9234313965, weight_update_time: 0.5340144634, other_time: 10.2197875977
epoch time: 56.8474044800s, input_fired_time: 1.0491803885, output_fired_time: 0.0000000000, propagate_forward_time: 53.9342384338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8639869690
validation[          , genome 18420] predictions:    9833/  10000 (98.33%), best:    9868/10000 (98.68%), error:       542.31146, best error:       420.69415 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 694.1478271484s, input_fired_time: 8.7523889542, output_fired_time: 7.7778925896, propagate_forward_time: 268.4945983887, propagate_backward_time: 398.9364318848, weight_update_time: 0.5307576060, other_time: 10.1865234375
epoch time: 56.1358947754s, input_fired_time: 1.0418200493, output_fired_time: 0.0000000000, propagate_forward_time: 53.1760368347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9180374146
validation[          , genome 18420] predictions:    9873/  10000 (98.73%), best:    9868/10000 (98.68%), error:       428.06815, best error:       420.69415 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 685.8911743164s, input_fired_time: 8.6702404022, output_fired_time: 7.6875524521, propagate_forward_time: 264.8705749512, propagate_backward_time: 394.4843444824, weight_update_time: 0.5252258182, other_time: 10.1784667969
epoch time: 55.5696334839s, input_fired_time: 1.0382305384, output_fired_time: 0.0000000000, propagate_forward_time: 52.6769447327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8544578552
validation[          , genome 18420] predictions:    9843/  10000 (98.43%), best:    9868/10000 (98.68%), error:       454.31229, best error:       420.69415 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 690.5305175781s, input_fired_time: 8.7634487152, output_fired_time: 7.7296442986, propagate_forward_time: 266.6916503906, propagate_backward_time: 397.1695251465, weight_update_time: 0.5280980468, other_time: 10.1763000488
epoch time: 55.5767211914s, input_fired_time: 1.0383810997, output_fired_time: 0.0000000000, propagate_forward_time: 52.7896728516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7486686707
validation[          , genome 18420] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       407.15988, best error:       407.15988 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 686.9034423828s, input_fired_time: 8.6817893982, output_fired_time: 7.7310457230, propagate_forward_time: 264.7961425781, propagate_backward_time: 395.6574707031, weight_update_time: 0.5268674493, other_time: 10.0370483398
epoch time: 56.0335464478s, input_fired_time: 1.0473965406, output_fired_time: 0.0000000000, propagate_forward_time: 53.1845283508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8016204834
validation[          , genome 18420] predictions:    9864/  10000 (98.64%), best:    9874/10000 (98.74%), error:       441.55231, best error:       407.15988 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 688.9154663086s, input_fired_time: 8.7268972397, output_fired_time: 7.7341213226, propagate_forward_time: 265.4117736816, propagate_backward_time: 396.9247741699, weight_update_time: 0.5341105461, other_time: 10.1179199219
epoch time: 55.8981857300s, input_fired_time: 1.0370491743, output_fired_time: 0.0000000000, propagate_forward_time: 52.9576225281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9035148621
validation[          , genome 18420] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       382.84470, best error:       382.84470 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 689.6994628906s, input_fired_time: 8.7656297684, output_fired_time: 7.7583117485, propagate_forward_time: 266.2219238281, propagate_backward_time: 396.7787780762, weight_update_time: 0.5310178995, other_time: 10.1748352051
epoch time: 56.0387573242s, input_fired_time: 1.0469410419, output_fired_time: 0.0000000000, propagate_forward_time: 53.2036895752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7881278992
validation[          , genome 18420] predictions:    9830/  10000 (98.30%), best:    9879/10000 (98.79%), error:       497.98853, best error:       382.84470 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 687.5254516602s, input_fired_time: 8.7097997665, output_fired_time: 7.7073540688, propagate_forward_time: 265.1784057617, propagate_backward_time: 395.8473205566, weight_update_time: 0.5263050199, other_time: 10.0826110840
epoch time: 56.0276947021s, input_fired_time: 1.0410053730, output_fired_time: 0.0000000000, propagate_forward_time: 53.2187690735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7679214478
validation[          , genome 18420] predictions:    9863/  10000 (98.63%), best:    9879/10000 (98.79%), error:       419.26453, best error:       382.84470 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 687.0048828125s, input_fired_time: 8.7000455856, output_fired_time: 7.7053794861, propagate_forward_time: 264.9985961914, propagate_backward_time: 395.4692077637, weight_update_time: 0.5296147466, other_time: 10.1316223145
epoch time: 56.0754318237s, input_fired_time: 1.0505651236, output_fired_time: 0.0000000000, propagate_forward_time: 53.1996536255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8252143860
validation[          , genome 18420] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       459.88745, best error:       382.84470 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 687.6068725586s, input_fired_time: 8.7476234436, output_fired_time: 7.7568902969, propagate_forward_time: 265.1254577637, propagate_backward_time: 395.8397827148, weight_update_time: 0.5294138193, other_time: 10.1371154785
epoch time: 55.6375465393s, input_fired_time: 1.0400539637, output_fired_time: 0.0000000000, propagate_forward_time: 52.7393531799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8581390381
validation[          , genome 18420] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       376.09006, best error:       376.09006 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 687.4005126953s, input_fired_time: 8.7177324295, output_fired_time: 7.7506732941, propagate_forward_time: 265.0440368652, propagate_backward_time: 395.8574218750, weight_update_time: 0.5234949589, other_time: 10.0306701660
epoch time: 55.6812744141s, input_fired_time: 1.0502401590, output_fired_time: 0.0000000000, propagate_forward_time: 52.7901191711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8409156799
validation[          , genome 18420] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       362.61850, best error:       362.61850 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 690.2144775391s, input_fired_time: 8.7858486176, output_fired_time: 7.7606549263, propagate_forward_time: 266.0166015625, propagate_backward_time: 397.5587768555, weight_update_time: 0.5267519355, other_time: 10.0925903320
epoch time: 56.8533592224s, input_fired_time: 1.0512812138, output_fired_time: 0.0000000000, propagate_forward_time: 53.8257637024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9763145447
validation[          , genome 18420] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       427.80548, best error:       362.61850 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 691.6839599609s, input_fired_time: 8.7737627029, output_fired_time: 7.7392234802, propagate_forward_time: 267.3219909668, propagate_backward_time: 397.6985778809, weight_update_time: 0.5265968442, other_time: 10.1504516602
epoch time: 56.1010551453s, input_fired_time: 1.0457648039, output_fired_time: 0.0000000000, propagate_forward_time: 53.2477951050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8074951172
validation[          , genome 18420] predictions:    9860/  10000 (98.60%), best:    9882/10000 (98.82%), error:       448.30627, best error:       362.61850 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 691.7572631836s, input_fired_time: 8.8027782440, output_fired_time: 7.7797966003, propagate_forward_time: 267.2644958496, propagate_backward_time: 397.8514099121, weight_update_time: 0.5323393941, other_time: 10.0587768555
epoch time: 56.0148696899s, input_fired_time: 1.0542738438, output_fired_time: 0.0000000000, propagate_forward_time: 53.1362533569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8243408203
validation[          , genome 18420] predictions:    9870/  10000 (98.70%), best:    9882/10000 (98.82%), error:       384.31116, best error:       362.61850 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 687.9090576172s, input_fired_time: 8.7838153839, output_fired_time: 7.7689714432, propagate_forward_time: 265.5733642578, propagate_backward_time: 395.8080444336, weight_update_time: 0.5366344452, other_time: 9.9748535156
epoch time: 56.1434860229s, input_fired_time: 1.0447797775, output_fired_time: 0.0000000000, propagate_forward_time: 53.2898101807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8088951111
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       339.94171, best error:       339.94171 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 688.5561523438s, input_fired_time: 8.7563629150, output_fired_time: 7.7306928635, propagate_forward_time: 266.0385742188, propagate_backward_time: 395.8822631836, weight_update_time: 0.5342841148, other_time: 10.1482543945
epoch time: 55.7042160034s, input_fired_time: 1.0428041220, output_fired_time: 0.0000000000, propagate_forward_time: 52.8297271729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8316841125
validation[          , genome 18420] predictions:    9876/  10000 (98.76%), best:    9890/10000 (98.90%), error:       379.12408, best error:       339.94171 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 691.3797607422s, input_fired_time: 8.7837219238, output_fired_time: 7.7756586075, propagate_forward_time: 266.5022277832, propagate_backward_time: 398.2040100098, weight_update_time: 0.5307782888, other_time: 10.1141967773
epoch time: 56.5189819336s, input_fired_time: 1.0518538952, output_fired_time: 0.0000000000, propagate_forward_time: 53.5920715332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8750572205
validation[          , genome 18420] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       387.57755, best error:       339.94171 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 686.4667358398s, input_fired_time: 8.7349967957, output_fired_time: 7.7312602997, propagate_forward_time: 264.5590820313, propagate_backward_time: 395.2711486816, weight_update_time: 0.5257114768, other_time: 10.1702575684
epoch time: 56.3772315979s, input_fired_time: 1.0620580912, output_fired_time: 0.0000000000, propagate_forward_time: 53.4581489563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8570251465
validation[          , genome 18420] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       322.90082, best error:       322.90082 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 689.6504516602s, input_fired_time: 8.7907838821, output_fired_time: 7.7468743324, propagate_forward_time: 266.1505432129, propagate_backward_time: 396.8128662109, weight_update_time: 0.5332049727, other_time: 10.1493835449
epoch time: 55.6633720398s, input_fired_time: 1.0450836420, output_fired_time: 0.0000000000, propagate_forward_time: 52.7426567078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8756332397
validation[          , genome 18420] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       357.98413, best error:       322.90082 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 686.8209838867s, input_fired_time: 8.7286281586, output_fired_time: 7.7335762978, propagate_forward_time: 264.6851196289, propagate_backward_time: 395.4054870605, weight_update_time: 0.5238944292, other_time: 10.2681579590
epoch time: 55.3849296570s, input_fired_time: 1.0366072655, output_fired_time: 0.0000000000, propagate_forward_time: 52.4778175354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8705062866
validation[          , genome 18420] predictions:    9886/  10000 (98.86%), best:    9901/10000 (99.01%), error:       358.08719, best error:       322.90082 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 686.6755371094s, input_fired_time: 8.7501850128, output_fired_time: 7.7236585617, propagate_forward_time: 264.9879455566, propagate_backward_time: 395.0513000488, weight_update_time: 0.5288006663, other_time: 10.1624755859
epoch time: 55.5444564819s, input_fired_time: 1.0525418520, output_fired_time: 0.0000000000, propagate_forward_time: 52.6696548462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8222579956
validation[          , genome 18420] predictions:    9880/  10000 (98.80%), best:    9901/10000 (99.01%), error:       371.42303, best error:       322.90082 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 686.5347900391s, input_fired_time: 8.7434749603, output_fired_time: 7.7254786491, propagate_forward_time: 264.5877380371, propagate_backward_time: 395.2105102539, weight_update_time: 0.5301888585, other_time: 10.2676086426
epoch time: 55.6935119629s, input_fired_time: 1.0427192450, output_fired_time: 0.0000000000, propagate_forward_time: 52.7836074829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8671836853
validation[          , genome 18420] predictions:    9875/  10000 (98.75%), best:    9901/10000 (99.01%), error:       403.19522, best error:       322.90082 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 686.8582153320s, input_fired_time: 8.7352981567, output_fired_time: 7.7122101784, propagate_forward_time: 265.1140441895, propagate_backward_time: 395.1365356445, weight_update_time: 0.5206628442, other_time: 10.1601257324
epoch time: 56.3957710266s, input_fired_time: 1.0513277054, output_fired_time: 0.0000000000, propagate_forward_time: 53.4426689148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9017753601
validation[          , genome 18420] predictions:    9903/  10000 (99.03%), best:    9901/10000 (99.01%), error:       325.11832, best error:       322.90082 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 686.1022949219s, input_fired_time: 8.7472724915, output_fired_time: 7.7105879784, propagate_forward_time: 264.7894287109, propagate_backward_time: 394.6828613281, weight_update_time: 0.5260760188, other_time: 10.1721801758
epoch time: 55.9057884216s, input_fired_time: 1.0506461859, output_fired_time: 0.0000000000, propagate_forward_time: 53.0075759888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8475646973
validation[          , genome 18420] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       360.87494, best error:       322.90082 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 686.9397583008s, input_fired_time: 8.7337369919, output_fired_time: 7.7104463577, propagate_forward_time: 264.9450988770, propagate_backward_time: 395.3115539551, weight_update_time: 0.5261363983, other_time: 10.2388916016
epoch time: 55.7348556519s, input_fired_time: 1.0552648306, output_fired_time: 0.0000000000, propagate_forward_time: 52.8266830444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8529090881
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       318.66241, best error:       318.66241 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 687.2608032227s, input_fired_time: 8.7610092163, output_fired_time: 7.7201161385, propagate_forward_time: 264.8127441406, propagate_backward_time: 395.7300720215, weight_update_time: 0.5248735547, other_time: 10.2369079590
epoch time: 55.4247398376s, input_fired_time: 1.0361723900, output_fired_time: 0.0000000000, propagate_forward_time: 52.5091018677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8794670105
validation[          , genome 18420] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       315.80133, best error:       315.80133 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 687.2900390625s, input_fired_time: 8.7537851334, output_fired_time: 7.7000513077, propagate_forward_time: 265.0287170410, propagate_backward_time: 395.4704895020, weight_update_time: 0.5247913599, other_time: 10.3369750977
epoch time: 55.1722145081s, input_fired_time: 1.0333791971, output_fired_time: 0.0000000000, propagate_forward_time: 52.1896018982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9492340088
validation[          , genome 18420] predictions:    9860/  10000 (98.60%), best:    9898/10000 (98.98%), error:       428.32532, best error:       315.80133 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 689.6727294922s, input_fired_time: 8.7715024948, output_fired_time: 7.7150850296, propagate_forward_time: 266.3894958496, propagate_backward_time: 396.4130554199, weight_update_time: 0.5312197208, other_time: 10.3836059570
epoch time: 55.5961914063s, input_fired_time: 1.0441825390, output_fired_time: 0.0000000000, propagate_forward_time: 52.6828651428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8691444397
validation[          , genome 18420] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       328.19391, best error:       315.80133 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 682.9685058594s, input_fired_time: 8.6866121292, output_fired_time: 7.6501708031, propagate_forward_time: 263.6518249512, propagate_backward_time: 392.5562438965, weight_update_time: 0.5190378428, other_time: 10.4237060547
epoch time: 55.1062202454s, input_fired_time: 1.0297379494, output_fired_time: 0.0000000000, propagate_forward_time: 52.1786003113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8978805542
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9898/10000 (98.98%), error:       323.16339, best error:       315.80133 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 682.9270629883s, input_fired_time: 8.6930999756, output_fired_time: 7.6843299866, propagate_forward_time: 263.3856201172, propagate_backward_time: 392.9685668945, weight_update_time: 0.5202887654, other_time: 10.1954345703
epoch time: 56.1900978088s, input_fired_time: 1.0520181656, output_fired_time: 0.0000000000, propagate_forward_time: 53.2445564270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8935241699
validation[          , genome 18420] predictions:    9899/  10000 (98.99%), best:    9898/10000 (98.98%), error:       332.65332, best error:       315.80133 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 686.8903808594s, input_fired_time: 8.7599735260, output_fired_time: 7.7570610046, propagate_forward_time: 264.9971923828, propagate_backward_time: 395.1239624023, weight_update_time: 0.5238653421, other_time: 10.2521972656
epoch time: 55.6688194275s, input_fired_time: 1.0454334021, output_fired_time: 0.0000000000, propagate_forward_time: 52.7195816040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9038047791
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9898/10000 (98.98%), error:       346.77145, best error:       315.80133 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 684.7153930664s, input_fired_time: 8.7507476807, output_fired_time: 7.6799483299, propagate_forward_time: 264.2885742188, propagate_backward_time: 393.6172180176, weight_update_time: 0.5269594193, other_time: 10.3789367676
epoch time: 55.9761466980s, input_fired_time: 1.0558756590, output_fired_time: 0.0000000000, propagate_forward_time: 53.0314636230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8888092041
validation[          , genome 18420] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       303.80444, best error:       303.80444 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 687.0225830078s, input_fired_time: 8.7665681839, output_fired_time: 7.7391877174, propagate_forward_time: 265.1803283691, propagate_backward_time: 395.1352233887, weight_update_time: 0.5242761374, other_time: 10.2012939453
epoch time: 56.6769714355s, input_fired_time: 1.0570271015, output_fired_time: 0.0000000000, propagate_forward_time: 53.7004013062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9195442200
validation[          , genome 18420] predictions:    9896/  10000 (98.96%), best:    9911/10000 (99.11%), error:       306.10385, best error:       303.80444 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 683.1596069336s, input_fired_time: 8.7542161942, output_fired_time: 7.7024641037, propagate_forward_time: 263.5414123535, propagate_backward_time: 392.8774108887, weight_update_time: 0.5399838686, other_time: 10.2841186523
epoch time: 55.3670616150s, input_fired_time: 1.0422178507, output_fired_time: 0.0000000000, propagate_forward_time: 52.4630851746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8617591858
validation[          , genome 18420] predictions:    9884/  10000 (98.84%), best:    9911/10000 (99.11%), error:       400.00684, best error:       303.80444 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 688.3101196289s, input_fired_time: 8.7928266525, output_fired_time: 7.7373309135, propagate_forward_time: 265.7055053711, propagate_backward_time: 395.7557678223, weight_update_time: 0.5285652280, other_time: 10.3186950684
epoch time: 55.5756378174s, input_fired_time: 1.0494762659, output_fired_time: 0.0000000000, propagate_forward_time: 52.6986083984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8275527954
validation[          , genome 18420] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       292.44879, best error:       292.44879 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 687.2026977539s, input_fired_time: 8.7899751663, output_fired_time: 7.7090783119, propagate_forward_time: 265.2308959961, propagate_backward_time: 395.1682128906, weight_update_time: 0.5307522416, other_time: 10.3045043945
epoch time: 56.1161689758s, input_fired_time: 1.0517718792, output_fired_time: 0.0000000000, propagate_forward_time: 53.1936416626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8707542419
validation[          , genome 18420] predictions:    9900/  10000 (99.00%), best:    9913/10000 (99.13%), error:       331.89554, best error:       292.44879 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 687.1822509766s, input_fired_time: 8.7951650620, output_fired_time: 7.7717051506, propagate_forward_time: 265.1423339844, propagate_backward_time: 395.2321166992, weight_update_time: 0.5235591531, other_time: 10.2409057617
epoch time: 55.7507514954s, input_fired_time: 1.0498422384, output_fired_time: 0.0000000000, propagate_forward_time: 52.8317909241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8691177368
validation[          , genome 18420] predictions:    9909/  10000 (99.09%), best:    9913/10000 (99.13%), error:       309.42911, best error:       292.44879 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 687.8581542969s, input_fired_time: 8.8130178452, output_fired_time: 7.7087149620, propagate_forward_time: 265.5417175293, propagate_backward_time: 395.5077209473, weight_update_time: 0.5245815516, other_time: 10.2869873047
epoch time: 56.6519622803s, input_fired_time: 1.0644180775, output_fired_time: 0.0000000000, propagate_forward_time: 53.7026710510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8848724365
validation[          , genome 18420] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       273.43860, best error:       273.43860 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 681.8590087891s, input_fired_time: 8.7359876633, output_fired_time: 7.6674847603, propagate_forward_time: 262.9916076660, propagate_backward_time: 392.1763916016, weight_update_time: 0.5218773484, other_time: 10.2875671387
epoch time: 54.8004417419s, input_fired_time: 1.0347087383, output_fired_time: 0.0000000000, propagate_forward_time: 51.8675193787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8982124329
validation[          , genome 18420] predictions:    9914/  10000 (99.14%), best:    9915/10000 (99.15%), error:       302.45193, best error:       273.43860 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 679.4542236328s, input_fired_time: 8.6584415436, output_fired_time: 7.6169342995, propagate_forward_time: 261.4931335449, propagate_backward_time: 390.8538818359, weight_update_time: 0.5154048204, other_time: 10.8318176270
epoch time: 54.2415275574s, input_fired_time: 1.0190472603, output_fired_time: 0.0000000000, propagate_forward_time: 51.1081619263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1143188477
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9915/10000 (99.15%), error:       302.53601, best error:       273.43860 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 669.0014648438s, input_fired_time: 8.5091638565, output_fired_time: 7.5168867111, propagate_forward_time: 257.1922607422, propagate_backward_time: 384.3927612305, weight_update_time: 0.5015462041, other_time: 11.3903808594
epoch time: 54.8878593445s, input_fired_time: 1.0249361992, output_fired_time: 0.0000000000, propagate_forward_time: 51.6330070496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2299156189
validation[          , genome 18420] predictions:    9904/  10000 (99.04%), best:    9915/10000 (99.15%), error:       293.81360, best error:       273.43860 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 669.8507080078s, input_fired_time: 8.4964256287, output_fired_time: 7.4971694946, propagate_forward_time: 257.7074279785, propagate_backward_time: 384.6764526367, weight_update_time: 0.4962584674, other_time: 11.4732360840
epoch time: 54.7094993591s, input_fired_time: 1.0195657015, output_fired_time: 0.0000000000, propagate_forward_time: 51.6041450500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0857887268
validation[          , genome 18420] predictions:    9898/  10000 (98.98%), best:    9915/10000 (99.15%), error:       325.38608, best error:       273.43860 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 674.0073242188s, input_fired_time: 8.5582389832, output_fired_time: 7.5233688354, propagate_forward_time: 259.5262756348, propagate_backward_time: 386.9384155273, weight_update_time: 0.4981984496, other_time: 11.4610290527
epoch time: 54.3521995544s, input_fired_time: 1.0172396898, output_fired_time: 0.0000000000, propagate_forward_time: 51.1824264526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1525344849
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9915/10000 (99.15%), error:       314.73849, best error:       273.43860 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 668.8565673828s, input_fired_time: 8.4761705399, output_fired_time: 7.4409675598, propagate_forward_time: 257.0820617676, propagate_backward_time: 384.3225402832, weight_update_time: 0.4958205819, other_time: 11.5347900391
epoch time: 54.8620643616s, input_fired_time: 1.0258703232, output_fired_time: 0.0000000000, propagate_forward_time: 51.6324501038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2037429810
validation[          , genome 18420] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       271.60541, best error:       271.60541 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 669.7571411133s, input_fired_time: 8.5184268951, output_fired_time: 7.4804449081, propagate_forward_time: 257.6631774902, propagate_backward_time: 384.5709533691, weight_update_time: 0.4958168864, other_time: 11.5241088867
epoch time: 54.6707687378s, input_fired_time: 1.0333640575, output_fired_time: 0.0000000000, propagate_forward_time: 51.5010414124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1363639832
validation[          , genome 18420] predictions:    9879/  10000 (98.79%), best:    9924/10000 (99.24%), error:       357.36295, best error:       271.60541 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 686.9168090820s, input_fired_time: 8.7986040115, output_fired_time: 7.7139134407, propagate_forward_time: 264.8933715820, propagate_backward_time: 394.9100952148, weight_update_time: 0.5245683193, other_time: 10.6008300781
epoch time: 54.9728965759s, input_fired_time: 1.0498834848, output_fired_time: 0.0000000000, propagate_forward_time: 51.9590530396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9639587402
validation[          , genome 18420] predictions:    9917/  10000 (99.17%), best:    9924/10000 (99.24%), error:       273.44604, best error:       271.60541 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 678.1420288086s, input_fired_time: 8.6830263138, output_fired_time: 7.6440896988, propagate_forward_time: 261.2114868164, propagate_backward_time: 390.0661926270, weight_update_time: 0.5165855289, other_time: 10.5372009277
epoch time: 55.4800529480s, input_fired_time: 1.0515434742, output_fired_time: 0.0000000000, propagate_forward_time: 52.4637603760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9647483826
validation[          , genome 18420] predictions:    9909/  10000 (99.09%), best:    9924/10000 (99.24%), error:       295.15668, best error:       271.60541 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 677.6386718750s, input_fired_time: 8.6655130386, output_fired_time: 7.5868964195, propagate_forward_time: 260.7929077148, propagate_backward_time: 390.2012023926, weight_update_time: 0.5215888619, other_time: 10.3921203613
epoch time: 55.2990150452s, input_fired_time: 1.0480877161, output_fired_time: 0.0000000000, propagate_forward_time: 52.3269195557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9240074158
validation[          , genome 18420] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       288.64969, best error:       271.60541 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 694.3668823242s, input_fired_time: 8.8890342712, output_fired_time: 7.8208932877, propagate_forward_time: 268.3454895020, propagate_backward_time: 398.8225097656, weight_update_time: 0.5343401432, other_time: 10.4889221191
epoch time: 57.8112716675s, input_fired_time: 1.1226047277, output_fired_time: 0.0000000000, propagate_forward_time: 54.7737274170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9149398804
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9924/10000 (99.24%), error:       309.70081, best error:       271.60541 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 693.8075561523s, input_fired_time: 8.8768768311, output_fired_time: 7.8036766052, propagate_forward_time: 267.8179626465, propagate_backward_time: 399.0996398926, weight_update_time: 0.5311276913, other_time: 10.2094116211
epoch time: 57.1337814331s, input_fired_time: 1.0759123564, output_fired_time: 0.0000000000, propagate_forward_time: 54.0641403198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9937286377
validation[          , genome 18420] predictions:    9907/  10000 (99.07%), best:    9924/10000 (99.24%), error:       308.82776, best error:       271.60541 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 695.0901489258s, input_fired_time: 8.9132919312, output_fired_time: 7.7996520996, propagate_forward_time: 268.6368103027, propagate_backward_time: 399.3932800293, weight_update_time: 0.5395891666, other_time: 10.3471069336
epoch time: 56.5212974548s, input_fired_time: 1.1064720154, output_fired_time: 0.0000000000, propagate_forward_time: 53.5435943604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8712310791
validation[          , genome 18420] predictions:    9913/  10000 (99.13%), best:    9924/10000 (99.24%), error:       294.21396, best error:       271.60541 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 695.9807739258s, input_fired_time: 8.9267444611, output_fired_time: 7.8208422661, propagate_forward_time: 268.7972717285, propagate_backward_time: 400.2589721680, weight_update_time: 0.5360037088, other_time: 10.1769104004
epoch time: 56.3015823364s, input_fired_time: 1.0791491270, output_fired_time: 0.0000000000, propagate_forward_time: 53.3565254211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8659095764
validation[          , genome 18420] predictions:    9910/  10000 (99.10%), best:    9924/10000 (99.24%), error:       322.42120, best error:       271.60541 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 694.5769042969s, input_fired_time: 8.9299535751, output_fired_time: 7.8288226128, propagate_forward_time: 268.7370605469, propagate_backward_time: 398.8805847168, weight_update_time: 0.5398014188, other_time: 10.2005310059
epoch time: 56.2522392273s, input_fired_time: 1.0657728910, output_fired_time: 0.0000000000, propagate_forward_time: 53.3303070068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8561592102
validation[          , genome 18420] predictions:    9913/  10000 (99.13%), best:    9924/10000 (99.24%), error:       313.74014, best error:       271.60541 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 691.2619018555s, input_fired_time: 8.8768854141, output_fired_time: 7.7928977013, propagate_forward_time: 266.9484252930, propagate_backward_time: 397.3733825684, weight_update_time: 0.5387352705, other_time: 10.2702941895
epoch time: 56.6509437561s, input_fired_time: 1.0833306313, output_fired_time: 0.0000000000, propagate_forward_time: 53.6366195679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9309921265
validation[          , genome 18420] predictions:    9923/  10000 (99.23%), best:    9924/10000 (99.24%), error:       277.89841, best error:       271.60541 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 675.6571044922s, input_fired_time: 8.6252222061, output_fired_time: 7.5307345390, propagate_forward_time: 260.9371643066, propagate_backward_time: 387.1912841797, weight_update_time: 0.5025357008, other_time: 11.3726501465
epoch time: 54.6287574768s, input_fired_time: 1.0294240713, output_fired_time: 0.0000000000, propagate_forward_time: 51.4964370728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1028976440
validation[          , genome 18420] predictions:    9902/  10000 (99.02%), best:    9924/10000 (99.24%), error:       308.63251, best error:       271.60541 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 682.5922241211s, input_fired_time: 8.6844224930, output_fired_time: 7.6271533966, propagate_forward_time: 263.7063293457, propagate_backward_time: 391.2810058594, weight_update_time: 0.5036033988, other_time: 11.2933044434
epoch time: 54.8709335327s, input_fired_time: 1.0263912678, output_fired_time: 0.0000000000, propagate_forward_time: 51.7380485535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1064949036
validation[          , genome 18420] predictions:    9909/  10000 (99.09%), best:    9924/10000 (99.24%), error:       291.50336, best error:       271.60541 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 671.9890747070s, input_fired_time: 8.5488948822, output_fired_time: 7.4934368134, propagate_forward_time: 259.2275085449, propagate_backward_time: 385.0874633789, weight_update_time: 0.4928043485, other_time: 11.6318054199
epoch time: 55.1981124878s, input_fired_time: 1.0261574984, output_fired_time: 0.0000000000, propagate_forward_time: 52.0085411072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1634140015
validation[          , genome 18420] predictions:    9912/  10000 (99.12%), best:    9924/10000 (99.24%), error:       296.94928, best error:       271.60541 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 672.4796142578s, input_fired_time: 8.5677347183, output_fired_time: 7.4931588173, propagate_forward_time: 258.8096313477, propagate_backward_time: 386.0260314941, weight_update_time: 0.4989068806, other_time: 11.5830383301
epoch time: 55.0074424744s, input_fired_time: 1.0251612663, output_fired_time: 0.0000000000, propagate_forward_time: 51.8165397644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1657409668
validation[          , genome 18420] predictions:    9913/  10000 (99.13%), best:    9924/10000 (99.24%), error:       298.20361, best error:       271.60541 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 672.5874633789s, input_fired_time: 8.5616769791, output_fired_time: 7.5007548332, propagate_forward_time: 258.9237060547, propagate_backward_time: 386.0568237305, weight_update_time: 0.4968696535, other_time: 11.5444946289
epoch time: 54.7612304688s, input_fired_time: 1.0210187435, output_fired_time: 0.0000000000, propagate_forward_time: 51.6251716614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1150398254
validation[          , genome 18420] predictions:    9889/  10000 (98.89%), best:    9924/10000 (99.24%), error:       365.74451, best error:       271.60541 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 670.7751464844s, input_fired_time: 8.5678300858, output_fired_time: 7.4863014221, propagate_forward_time: 258.3737792969, propagate_backward_time: 384.8891906738, weight_update_time: 0.4974517524, other_time: 11.4580383301
epoch time: 55.1797561646s, input_fired_time: 1.0285049677, output_fired_time: 0.0000000000, propagate_forward_time: 51.9103622437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2408905029
validation[          , genome 18420] predictions:    9907/  10000 (99.07%), best:    9924/10000 (99.24%), error:       303.66992, best error:       271.60541 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 669.6857299805s, input_fired_time: 8.5754127502, output_fired_time: 7.4172973633, propagate_forward_time: 258.1077270508, propagate_backward_time: 384.1683959961, weight_update_time: 0.4971935749, other_time: 11.4168701172
epoch time: 54.8275146484s, input_fired_time: 1.0301278830, output_fired_time: 0.0000000000, propagate_forward_time: 51.6409645081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1564216614
validation[          , genome 18420] predictions:    9910/  10000 (99.10%), best:    9924/10000 (99.24%), error:       284.68353, best error:       271.60541 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 671.6375122070s, input_fired_time: 8.5656833649, output_fired_time: 7.4895825386, propagate_forward_time: 257.8382873535, propagate_backward_time: 386.2480468750, weight_update_time: 0.5005110502, other_time: 11.4959411621
epoch time: 54.8034210205s, input_fired_time: 1.0298372507, output_fired_time: 0.0000000000, propagate_forward_time: 51.5974044800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1761779785
validation[          , genome 18420] predictions:    9901/  10000 (99.01%), best:    9924/10000 (99.24%), error:       314.81177, best error:       271.60541 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 672.8565673828s, input_fired_time: 8.5994558334, output_fired_time: 7.4827933311, propagate_forward_time: 259.5605163574, propagate_backward_time: 385.5408935547, weight_update_time: 0.5017778873, other_time: 11.6729431152
epoch time: 54.9045677185s, input_fired_time: 1.0652132034, output_fired_time: 0.0000000000, propagate_forward_time: 51.5614891052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2778663635
validation[          , genome 18420] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       285.97876, best error:       271.60541 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 668.3457641602s, input_fired_time: 8.5291185379, output_fired_time: 7.4673457146, propagate_forward_time: 257.1371154785, propagate_backward_time: 383.6508178711, weight_update_time: 0.4954022467, other_time: 11.5613708496
epoch time: 53.0040740967s, input_fired_time: 1.0079308748, output_fired_time: 0.0000000000, propagate_forward_time: 49.8728675842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1232757568
validation[          , genome 18420] predictions:    9919/  10000 (99.19%), best:    9924/10000 (99.24%), error:       271.83450, best error:       271.60541 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 663.0061645508s, input_fired_time: 8.4779586792, output_fired_time: 7.4103112221, propagate_forward_time: 253.8952941895, propagate_backward_time: 381.5381469727, weight_update_time: 0.4932245016, other_time: 11.6844177246
epoch time: 54.0311622620s, input_fired_time: 1.0198384523, output_fired_time: 0.0000000000, propagate_forward_time: 50.8414688110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1698532104
validation[          , genome 18420] predictions:    9908/  10000 (99.08%), best:    9924/10000 (99.24%), error:       305.35690, best error:       271.60541 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 667.6428833008s, input_fired_time: 8.5352687836, output_fired_time: 7.4752178192, propagate_forward_time: 256.7908325195, propagate_backward_time: 383.2622985840, weight_update_time: 0.4955860972, other_time: 11.5792541504
epoch time: 55.5794410706s, input_fired_time: 1.0414165258, output_fired_time: 0.0000000000, propagate_forward_time: 52.3601608276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1778640747
validation[          , genome 18420] predictions:    9915/  10000 (99.15%), best:    9924/10000 (99.24%), error:       284.67242, best error:       271.60541 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 668.1772460938s, input_fired_time: 8.5519771576, output_fired_time: 7.4796504974, propagate_forward_time: 257.0603942871, propagate_backward_time: 383.5120849609, weight_update_time: 0.5003575683, other_time: 11.5730895996
epoch time: 55.3838043213s, input_fired_time: 1.0331966877, output_fired_time: 0.0000000000, propagate_forward_time: 52.1948509216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1557579041
validation[          , genome 18420] predictions:    9919/  10000 (99.19%), best:    9924/10000 (99.24%), error:       290.71600, best error:       271.60541 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 667.0432128906s, input_fired_time: 8.5540657043, output_fired_time: 7.4152669907, propagate_forward_time: 257.2116699219, propagate_backward_time: 382.4030761719, weight_update_time: 0.4942044914, other_time: 11.4591064453
epoch time: 53.7850456238s, input_fired_time: 1.0225063562, output_fired_time: 0.0000000000, propagate_forward_time: 50.6595497131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1029891968
validation[          , genome 18420] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       271.43790, best error:       271.43790 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 669.1836547852s, input_fired_time: 8.5793132782, output_fired_time: 7.4502477646, propagate_forward_time: 257.4432678223, propagate_backward_time: 384.1913146973, weight_update_time: 0.5002927780, other_time: 11.5195312500
epoch time: 56.4685554504s, input_fired_time: 1.0620599985, output_fired_time: 0.0000000000, propagate_forward_time: 53.2981567383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1083374023
validation[          , genome 18420] predictions:    9913/  10000 (99.13%), best:    9924/10000 (99.24%), error:       293.44144, best error:       271.43790 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 682.3029785156s, input_fired_time: 8.7298631668, output_fired_time: 7.6714248657, propagate_forward_time: 262.9281311035, propagate_backward_time: 391.4212646484, weight_update_time: 0.5113328695, other_time: 11.5522766113
epoch time: 55.3594818115s, input_fired_time: 1.0353281498, output_fired_time: 0.0000000000, propagate_forward_time: 52.1418190002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1823348999
validation[          , genome 18420] predictions:    9917/  10000 (99.17%), best:    9924/10000 (99.24%), error:       273.87210, best error:       271.43790 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 669.7443237305s, input_fired_time: 8.5903406143, output_fired_time: 7.4790406227, propagate_forward_time: 258.0355224609, propagate_backward_time: 384.1684570313, weight_update_time: 0.4952723384, other_time: 11.4709472656
epoch time: 55.3762474060s, input_fired_time: 1.0406720638, output_fired_time: 0.0000000000, propagate_forward_time: 52.1767539978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1588211060
validation[          , genome 18420] predictions:    9899/  10000 (98.99%), best:    9924/10000 (99.24%), error:       323.57843, best error:       271.43790 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 667.1016845703s, input_fired_time: 8.5399532318, output_fired_time: 7.4604163170, propagate_forward_time: 255.8777465820, propagate_backward_time: 383.6523742676, weight_update_time: 0.4977617860, other_time: 11.5711975098
epoch time: 54.4123687744s, input_fired_time: 1.0305441618, output_fired_time: 0.0000000000, propagate_forward_time: 51.2541122437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1277122498
validation[          , genome 18420] predictions:    9920/  10000 (99.20%), best:    9924/10000 (99.24%), error:       283.46729, best error:       271.43790 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 671.4993286133s, input_fired_time: 8.5757884979, output_fired_time: 7.4315519333, propagate_forward_time: 258.8495178223, propagate_backward_time: 385.2590332031, weight_update_time: 0.4962423742, other_time: 11.3833923340
epoch time: 54.5091285706s, input_fired_time: 1.0263775587, output_fired_time: 0.0000000000, propagate_forward_time: 51.3056106567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1771392822
validation[          , genome 18420] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       280.54169, best error:       271.43790 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 671.1170043945s, input_fired_time: 8.5715293884, output_fired_time: 7.5139408112, propagate_forward_time: 257.7577209473, propagate_backward_time: 385.7664794922, weight_update_time: 0.4969721735, other_time: 11.5073547363
epoch time: 54.8213539124s, input_fired_time: 1.0306861401, output_fired_time: 0.0000000000, propagate_forward_time: 51.6429634094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1477050781
validation[          , genome 18420] predictions:    9929/  10000 (99.29%), best:    9929/10000 (99.29%), error:       269.30054, best error:       269.30054 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 672.8641357422s, input_fired_time: 8.5964021683, output_fired_time: 7.4698891640, propagate_forward_time: 258.7539367676, propagate_backward_time: 386.6302490234, weight_update_time: 0.5006697178, other_time: 11.4136657715
epoch time: 54.7327880859s, input_fired_time: 1.0323290825, output_fired_time: 0.0000000000, propagate_forward_time: 51.6138916016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0865669250
validation[          , genome 18420] predictions:    9919/  10000 (99.19%), best:    9929/10000 (99.29%), error:       278.07950, best error:       269.30054 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 672.8569946289s, input_fired_time: 8.6182317734, output_fired_time: 7.5052103996, propagate_forward_time: 259.2666320801, propagate_backward_time: 386.0928955078, weight_update_time: 0.4945989549, other_time: 11.3740539551
epoch time: 55.3163757324s, input_fired_time: 1.0332047939, output_fired_time: 0.0000000000, propagate_forward_time: 52.0898551941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1933174133
validation[          , genome 18420] predictions:    9902/  10000 (99.02%), best:    9929/10000 (99.29%), error:       334.41919, best error:       269.30054 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 671.3002929688s, input_fired_time: 8.6055603027, output_fired_time: 7.4894137383, propagate_forward_time: 258.9678649902, propagate_backward_time: 384.6839599609, weight_update_time: 0.4975674152, other_time: 11.5534362793
epoch time: 54.8785209656s, input_fired_time: 1.0312621593, output_fired_time: 0.0000000000, propagate_forward_time: 51.6880645752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1591949463
validation[          , genome 18420] predictions:    9925/  10000 (99.25%), best:    9925/10000 (99.25%), error:       264.77274, best error:       264.77274 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 669.0910644531s, input_fired_time: 8.5654878616, output_fired_time: 7.4931440353, propagate_forward_time: 257.5628051758, propagate_backward_time: 383.9088439941, weight_update_time: 0.4928421974, other_time: 11.5607604980
epoch time: 54.2026252747s, input_fired_time: 1.0269584656, output_fired_time: 0.0000000000, propagate_forward_time: 50.9160995483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2595672607
validation[          , genome 18420] predictions:    9923/  10000 (99.23%), best:    9925/10000 (99.25%), error:       268.78128, best error:       264.77274 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 668.3223266602s, input_fired_time: 8.5468845367, output_fired_time: 7.4733438492, propagate_forward_time: 256.0845336914, propagate_backward_time: 384.5884094238, weight_update_time: 0.4961622655, other_time: 11.6291809082
epoch time: 55.2249755859s, input_fired_time: 1.0410251617, output_fired_time: 0.0000000000, propagate_forward_time: 52.0041007996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1798515320
validation[          , genome 18420] predictions:    9914/  10000 (99.14%), best:    9925/10000 (99.25%), error:       286.06070, best error:       264.77274 on epoch:    98, 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: 273.4694824219s, input_fired_time: 5.1809530258, output_fired_time: 0.0000000000, propagate_forward_time: 257.4502868652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.8382568359
best training[          , genome 18420] predictions:   50000/  50000 (100.00%), best:    9925/10000 (99.25%), error:       100.97582, best error:       264.77274 on epoch:    98, 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: 55.2372436523s, input_fired_time: 1.0310102701, output_fired_time: 0.0000000000, propagate_forward_time: 52.0142784119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1919555664
   testing[          , genome 18420] predictions:    9915/  10000 (99.15%), best:    9925/10000 (99.25%), error:       242.67264, best error:       264.77274 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:42:24 (8568): called boinc_finish(0)

</stderr_txt>
]]>