Nameexact_genome_1512568488_43_7056_1
Workunit2606562
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:42:36 UTC
Report deadline15 Dec 2017, 16:51:09 UTC
Received8 Dec 2017, 21:39:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time3 hours 43 min 30 sec
CPU time3 hours 42 min 53 sec
Validate stateValid
Credit1,928.57
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.03 MB
Peak swap size152.01 MB
Peak disk usage1.12 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6710

epoch time: 122.1816711426s, input_fired_time: 0.8848569989, output_fired_time: 0.7238558531, propagate_forward_time: 46.3753509521, propagate_backward_time: 72.1286239624, weight_update_time: 0.1325410903, other_time: 2.0689849854
epoch time: 9.7670383453s, input_fired_time: 0.0964859873, output_fired_time: 0.0000000000, propagate_forward_time: 9.2981767654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723754883
validation[          , genome  7056] predictions:    9658/  10000 (96.58%), best:    9710/10000 (97.10%), error:      1116.27612, best error:       955.32220 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 122.4787902832s, input_fired_time: 0.8848569989, output_fired_time: 0.7180342674, propagate_forward_time: 46.5617370605, propagate_backward_time: 72.2493667603, weight_update_time: 0.1320081502, other_time: 2.0647964478
epoch time: 9.7679634094s, input_fired_time: 0.0973221883, output_fired_time: 0.0000000000, propagate_forward_time: 9.2969493866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736915588
validation[          , genome  7056] predictions:    9690/  10000 (96.90%), best:    9710/10000 (97.10%), error:      1009.59735, best error:       955.32220 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.2072906494s, input_fired_time: 0.8858195543, output_fired_time: 0.7234832048, propagate_forward_time: 46.4058074951, propagate_backward_time: 72.1226730347, weight_update_time: 0.1324697584, other_time: 2.0695114136
epoch time: 9.7695713043s, input_fired_time: 0.0964076221, output_fired_time: 0.0000000000, propagate_forward_time: 9.3029308319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702325821
validation[          , genome  7056] predictions:    9672/  10000 (96.72%), best:    9710/10000 (97.10%), error:      1040.31506, best error:       955.32220 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.4827880859s, input_fired_time: 0.9045647979, output_fired_time: 0.7239025235, propagate_forward_time: 46.4457664490, propagate_backward_time: 72.3266983032, weight_update_time: 0.1338739991, other_time: 2.0818557739
epoch time: 9.7438640594s, input_fired_time: 0.0978905484, output_fired_time: 0.0000000000, propagate_forward_time: 9.2728042603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731689453
validation[          , genome  7056] predictions:    9694/  10000 (96.94%), best:    9710/10000 (97.10%), error:       996.77808, best error:       955.32220 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 122.0247955322s, input_fired_time: 0.8829725981, output_fired_time: 0.7203602791, propagate_forward_time: 46.2922210693, propagate_backward_time: 72.0455245972, weight_update_time: 0.1313919127, other_time: 2.0837173462
epoch time: 9.8529396057s, input_fired_time: 0.0978798941, output_fired_time: 0.0000000000, propagate_forward_time: 9.3816337585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734254837
validation[          , genome  7056] predictions:    9609/  10000 (96.09%), best:    9710/10000 (97.10%), error:      1260.40674, best error:       955.32220 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 122.8987274170s, input_fired_time: 0.8846516609, output_fired_time: 0.7270907164, propagate_forward_time: 46.1954460144, propagate_backward_time: 72.9675827026, weight_update_time: 0.1408601552, other_time: 2.1239547729
epoch time: 9.6332054138s, input_fired_time: 0.0973528475, output_fired_time: 0.0000000000, propagate_forward_time: 9.1654720306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703804016
validation[          , genome  7056] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       927.93372, best error:       927.93372 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 121.1631927490s, input_fired_time: 0.8787309527, output_fired_time: 0.7197871804, propagate_forward_time: 45.9200286865, propagate_backward_time: 71.5685958862, weight_update_time: 0.1314312965, other_time: 2.0760498047
epoch time: 9.7708282471s, input_fired_time: 0.0988758206, output_fired_time: 0.0000000000, propagate_forward_time: 9.3013706207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705816269
validation[          , genome  7056] predictions:    9670/  10000 (96.70%), best:    9706/10000 (97.06%), error:      1011.20435, best error:       927.93372 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.1432266235s, input_fired_time: 0.8833742142, output_fired_time: 0.7199413776, propagate_forward_time: 46.2357826233, propagate_backward_time: 72.2287673950, weight_update_time: 0.1311327517, other_time: 2.0753555298
epoch time: 9.6819257736s, input_fired_time: 0.0989909619, output_fired_time: 0.0000000000, propagate_forward_time: 9.2117433548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711910248
validation[          , genome  7056] predictions:    9665/  10000 (96.65%), best:    9706/10000 (97.06%), error:      1068.16797, best error:       927.93372 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.3438034058s, input_fired_time: 0.8833029270, output_fired_time: 0.7184228897, propagate_forward_time: 46.4665298462, propagate_backward_time: 72.2009353638, weight_update_time: 0.1307015270, other_time: 2.0746154785
epoch time: 9.7666234970s, input_fired_time: 0.0983565599, output_fired_time: 0.0000000000, propagate_forward_time: 9.2965517044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717155457
validation[          , genome  7056] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       921.22046, best error:       921.22046 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 121.5968933105s, input_fired_time: 0.8819547892, output_fired_time: 0.7198622227, propagate_forward_time: 46.0386657715, propagate_backward_time: 71.8942947388, weight_update_time: 0.1310932934, other_time: 2.0621109009
epoch time: 9.6423845291s, input_fired_time: 0.0979811624, output_fired_time: 0.0000000000, propagate_forward_time: 9.1727638245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716392517
validation[          , genome  7056] predictions:    9711/  10000 (97.11%), best:    9720/10000 (97.20%), error:       959.06219, best error:       921.22046 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 121.2421875000s, input_fired_time: 0.8790226579, output_fired_time: 0.7118417621, propagate_forward_time: 46.0170135498, propagate_backward_time: 71.5789413452, weight_update_time: 0.1303417236, other_time: 2.0553665161
epoch time: 9.6628093719s, input_fired_time: 0.0978708863, output_fired_time: 0.0000000000, propagate_forward_time: 9.1947355270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702030182
validation[          , genome  7056] predictions:    9663/  10000 (96.63%), best:    9720/10000 (97.20%), error:      1070.28943, best error:       921.22046 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 121.3278274536s, input_fired_time: 0.8825715780, output_fired_time: 0.7194569707, propagate_forward_time: 46.0539207458, propagate_backward_time: 71.6113357544, weight_update_time: 0.1310881525, other_time: 2.0605392456
epoch time: 9.6445398331s, input_fired_time: 0.0979174525, output_fired_time: 0.0000000000, propagate_forward_time: 9.1743812561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722410202
validation[          , genome  7056] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       872.10980, best error:       872.10980 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 120.9916915894s, input_fired_time: 0.8819169402, output_fired_time: 0.7191502452, propagate_forward_time: 45.8520545959, propagate_backward_time: 71.4803009033, weight_update_time: 0.1309062839, other_time: 2.0582733154
epoch time: 9.6454858780s, input_fired_time: 0.0983466506, output_fired_time: 0.0000000000, propagate_forward_time: 9.1760511398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710880280
validation[          , genome  7056] predictions:    9691/  10000 (96.91%), best:    9725/10000 (97.25%), error:      1011.39240, best error:       872.10980 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 122.2642822266s, input_fired_time: 0.8869794011, output_fired_time: 0.7242345810, propagate_forward_time: 46.4205474854, propagate_backward_time: 72.1489715576, weight_update_time: 0.1322326511, other_time: 2.0835494995
epoch time: 9.7523479462s, input_fired_time: 0.0986197218, output_fired_time: 0.0000000000, propagate_forward_time: 9.2831106186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706178665
validation[          , genome  7056] predictions:    9674/  10000 (96.74%), best:    9725/10000 (97.25%), error:      1056.02527, best error:       872.10980 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.3871917725s, input_fired_time: 0.8855365515, output_fired_time: 0.7261336446, propagate_forward_time: 46.4502677917, propagate_backward_time: 72.2627563477, weight_update_time: 0.1308216602, other_time: 2.0625000000
epoch time: 9.6396617889s, input_fired_time: 0.0988985226, output_fired_time: 0.0000000000, propagate_forward_time: 9.1688995361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718633652
validation[          , genome  7056] predictions:    9722/  10000 (97.22%), best:    9725/10000 (97.25%), error:       896.96106, best error:       872.10980 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 122.0197372437s, input_fired_time: 0.8884250522, output_fired_time: 0.7192198038, propagate_forward_time: 46.2899894714, propagate_backward_time: 72.0555496216, weight_update_time: 0.1325098574, other_time: 2.0665512085
epoch time: 9.7728977203s, input_fired_time: 0.0985593125, output_fired_time: 0.0000000000, propagate_forward_time: 9.3038511276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704872131
validation[          , genome  7056] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       905.11438, best error:       872.10980 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 122.2473907471s, input_fired_time: 0.8916679025, output_fired_time: 0.7208993435, propagate_forward_time: 46.4408531189, propagate_backward_time: 72.1343688965, weight_update_time: 0.1322670430, other_time: 2.0596008301
epoch time: 9.7407159805s, input_fired_time: 0.0988860056, output_fired_time: 0.0000000000, propagate_forward_time: 9.2711210251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707094193
validation[          , genome  7056] predictions:    9700/  10000 (97.00%), best:    9725/10000 (97.25%), error:       942.27142, best error:       872.10980 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 125.4704513550s, input_fired_time: 0.9161356091, output_fired_time: 0.7735289335, propagate_forward_time: 46.9508705139, propagate_backward_time: 74.5563964844, weight_update_time: 0.1385889649, other_time: 2.2735137939
epoch time: 9.9820508957s, input_fired_time: 0.1002431139, output_fired_time: 0.0000000000, propagate_forward_time: 9.4474515915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343557358
validation[          , genome  7056] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       909.03674, best error:       872.10980 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.0464630127s, input_fired_time: 0.9131394625, output_fired_time: 0.7691522837, propagate_forward_time: 46.8647117615, propagate_backward_time: 74.2425079346, weight_update_time: 0.1384843588, other_time: 2.2569580078
epoch time: 9.7434339523s, input_fired_time: 0.0989813432, output_fired_time: 0.0000000000, propagate_forward_time: 9.2721977234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722553253
validation[          , genome  7056] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:       974.00073, best error:       872.10980 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 122.0578231812s, input_fired_time: 0.8895409107, output_fired_time: 0.7185301185, propagate_forward_time: 46.3603210449, propagate_backward_time: 72.0243301392, weight_update_time: 0.1321232468, other_time: 2.0651016235
epoch time: 9.6726198196s, input_fired_time: 0.0977922976, output_fired_time: 0.0000000000, propagate_forward_time: 9.1961832047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786439896
validation[          , genome  7056] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       853.64532, best error:       853.64532 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 121.3103256226s, input_fired_time: 0.8861016631, output_fired_time: 0.7193083167, propagate_forward_time: 46.0200119019, propagate_backward_time: 71.6212615967, weight_update_time: 0.1309944093, other_time: 2.0636444092
epoch time: 9.6756877899s, input_fired_time: 0.0990392491, output_fired_time: 0.0000000000, propagate_forward_time: 9.2047519684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718967438
validation[          , genome  7056] predictions:    9705/  10000 (97.05%), best:    9747/10000 (97.47%), error:       977.92236, best error:       853.64532 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 121.5643997192s, input_fired_time: 0.8885259032, output_fired_time: 0.7162382603, propagate_forward_time: 46.1786308289, propagate_backward_time: 71.7191085815, weight_update_time: 0.1309443265, other_time: 2.0618972778
epoch time: 9.6827878952s, input_fired_time: 0.0995035395, output_fired_time: 0.0000000000, propagate_forward_time: 9.2107553482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725290298
validation[          , genome  7056] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       906.88257, best error:       853.64532 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 121.6108322144s, input_fired_time: 0.8883078098, output_fired_time: 0.7166325450, propagate_forward_time: 46.0986557007, propagate_backward_time: 71.8453292847, weight_update_time: 0.1311443597, other_time: 2.0619125366
epoch time: 9.7597637177s, input_fired_time: 0.1010372788, output_fired_time: 0.0000000000, propagate_forward_time: 9.2638359070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948907852
validation[          , genome  7056] predictions:    9730/  10000 (97.30%), best:    9747/10000 (97.47%), error:       871.93011, best error:       853.64532 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 121.9652328491s, input_fired_time: 0.8913253546, output_fired_time: 0.7223754525, propagate_forward_time: 46.2940673828, propagate_backward_time: 71.9653854370, weight_update_time: 0.1320446432, other_time: 2.0920791626
epoch time: 9.9327621460s, input_fired_time: 0.1001443565, output_fired_time: 0.0000000000, propagate_forward_time: 9.3729095459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597082138
validation[          , genome  7056] predictions:    9710/  10000 (97.10%), best:    9747/10000 (97.47%), error:       950.75232, best error:       853.64532 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 122.2730789185s, input_fired_time: 0.8938810229, output_fired_time: 0.7191682458, propagate_forward_time: 46.4279708862, propagate_backward_time: 72.1652526855, weight_update_time: 0.1320386380, other_time: 2.0668029785
epoch time: 9.7677326202s, input_fired_time: 0.1005496085, output_fired_time: 0.0000000000, propagate_forward_time: 9.2947587967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724241257
validation[          , genome  7056] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       809.66809, best error:       809.66809 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 122.4000930786s, input_fired_time: 0.8949567676, output_fired_time: 0.7194710970, propagate_forward_time: 46.4898109436, propagate_backward_time: 72.2315292358, weight_update_time: 0.1324898303, other_time: 2.0643234253
epoch time: 9.7656736374s, input_fired_time: 0.0988465920, output_fired_time: 0.0000000000, propagate_forward_time: 9.2950439453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717832565
validation[          , genome  7056] predictions:    9730/  10000 (97.30%), best:    9759/10000 (97.59%), error:       855.24951, best error:       809.66809 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 122.4144134521s, input_fired_time: 0.8954489827, output_fired_time: 0.7199917436, propagate_forward_time: 46.5051956177, propagate_backward_time: 72.2301864624, weight_update_time: 0.1327050328, other_time: 2.0635910034
epoch time: 9.8009929657s, input_fired_time: 0.0994988307, output_fired_time: 0.0000000000, propagate_forward_time: 9.3256301880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758640289
validation[          , genome  7056] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       871.06934, best error:       809.66809 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.6361465454s, input_fired_time: 0.9005155563, output_fired_time: 0.7336108685, propagate_forward_time: 46.3651008606, propagate_backward_time: 72.5027542114, weight_update_time: 0.1328798532, other_time: 2.1341629028
epoch time: 9.6799840927s, input_fired_time: 0.1000588015, output_fired_time: 0.0000000000, propagate_forward_time: 9.2083301544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715953827
validation[          , genome  7056] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       938.92419, best error:       809.66809 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 121.9196243286s, input_fired_time: 0.8938423991, output_fired_time: 0.7198721170, propagate_forward_time: 46.2440795898, propagate_backward_time: 72.0019683838, weight_update_time: 0.1319845319, other_time: 2.0598602295
epoch time: 9.7348108292s, input_fired_time: 0.0995297953, output_fired_time: 0.0000000000, propagate_forward_time: 9.2628707886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724098206
validation[          , genome  7056] predictions:    9657/  10000 (96.57%), best:    9759/10000 (97.59%), error:      1150.99658, best error:       809.66809 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 122.6157379150s, input_fired_time: 0.8942598701, output_fired_time: 0.7453268170, propagate_forward_time: 46.5317230225, propagate_backward_time: 72.3532485962, weight_update_time: 0.1318634301, other_time: 2.0911865234
epoch time: 9.9534330368s, input_fired_time: 0.0993378609, output_fired_time: 0.0000000000, propagate_forward_time: 9.4816150665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724803925
validation[          , genome  7056] predictions:    9746/  10000 (97.46%), best:    9759/10000 (97.59%), error:       828.29480, best error:       809.66809 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.1317977905s, input_fired_time: 0.8954482079, output_fired_time: 0.7344155908, propagate_forward_time: 46.3130912781, propagate_backward_time: 72.0944366455, weight_update_time: 0.1308261901, other_time: 2.0944061279
epoch time: 9.7697963715s, input_fired_time: 0.0999851823, output_fired_time: 0.0000000000, propagate_forward_time: 9.2968626022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729486465
validation[          , genome  7056] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       919.01917, best error:       809.66809 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 123.7471466064s, input_fired_time: 0.8938474059, output_fired_time: 0.7451968789, propagate_forward_time: 46.9797019958, propagate_backward_time: 73.0344314575, weight_update_time: 0.1314116716, other_time: 2.0939712524
epoch time: 9.6640701294s, input_fired_time: 0.0994985849, output_fired_time: 0.0000000000, propagate_forward_time: 9.1941566467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704147339
validation[          , genome  7056] predictions:    9750/  10000 (97.50%), best:    9759/10000 (97.59%), error:       837.01654, best error:       809.66809 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 121.6266860962s, input_fired_time: 0.8913232088, output_fired_time: 0.7241041064, propagate_forward_time: 46.1546859741, propagate_backward_time: 71.7779541016, weight_update_time: 0.1323395222, other_time: 2.0786132812
epoch time: 9.6748352051s, input_fired_time: 0.1001350060, output_fired_time: 0.0000000000, propagate_forward_time: 9.2024631500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722372055
validation[          , genome  7056] predictions:    9716/  10000 (97.16%), best:    9759/10000 (97.59%), error:       917.29114, best error:       809.66809 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 121.5486068726s, input_fired_time: 0.8918666244, output_fired_time: 0.7168275714, propagate_forward_time: 46.0639915466, propagate_backward_time: 71.8137435913, weight_update_time: 0.1308900267, other_time: 2.0621719360
epoch time: 9.7043991089s, input_fired_time: 0.1008873656, output_fired_time: 0.0000000000, propagate_forward_time: 9.2320690155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714427948
validation[          , genome  7056] predictions:    9688/  10000 (96.88%), best:    9759/10000 (97.59%), error:      1025.21606, best error:       809.66809 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 124.3246002197s, input_fired_time: 0.9182718992, output_fired_time: 0.7709072828, propagate_forward_time: 46.4980239868, propagate_backward_time: 73.8482971191, weight_update_time: 0.1370474845, other_time: 2.2891006470
epoch time: 9.8637838364s, input_fired_time: 0.1022378430, output_fired_time: 0.0000000000, propagate_forward_time: 9.3261251450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354209900
validation[          , genome  7056] predictions:    9729/  10000 (97.29%), best:    9759/10000 (97.59%), error:       879.44403, best error:       809.66809 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 122.5314407349s, input_fired_time: 0.8983406425, output_fired_time: 0.7201148272, propagate_forward_time: 46.4686813354, propagate_backward_time: 72.3804321289, weight_update_time: 0.1320181340, other_time: 2.0638732910
epoch time: 9.7659912109s, input_fired_time: 0.1003327891, output_fired_time: 0.0000000000, propagate_forward_time: 9.2945261002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711318970
validation[          , genome  7056] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       797.64594, best error:       797.64594 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 122.1637573242s, input_fired_time: 0.9013536572, output_fired_time: 0.7222124338, propagate_forward_time: 46.3729667664, propagate_backward_time: 72.1027374268, weight_update_time: 0.1323095262, other_time: 2.0644836426
epoch time: 9.7478418350s, input_fired_time: 0.1004194692, output_fired_time: 0.0000000000, propagate_forward_time: 9.2741041183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733186722
validation[          , genome  7056] predictions:    9724/  10000 (97.24%), best:    9738/10000 (97.38%), error:       883.16620, best error:       797.64594 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 122.4390716553s, input_fired_time: 0.8976712823, output_fired_time: 0.7169458270, propagate_forward_time: 46.5421524048, propagate_backward_time: 72.2236404419, weight_update_time: 0.1325119883, other_time: 2.0586547852
epoch time: 9.7727537155s, input_fired_time: 0.1009084508, output_fired_time: 0.0000000000, propagate_forward_time: 9.3007869720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710584641
validation[          , genome  7056] predictions:    9706/  10000 (97.06%), best:    9738/10000 (97.38%), error:      1034.36230, best error:       797.64594 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 122.2970809937s, input_fired_time: 0.9024385214, output_fired_time: 0.7178754807, propagate_forward_time: 46.4451980591, propagate_backward_time: 72.1706619263, weight_update_time: 0.1321923584, other_time: 2.0609130859
epoch time: 9.7809410095s, input_fired_time: 0.1009239256, output_fired_time: 0.0000000000, propagate_forward_time: 9.3079442978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720731735
validation[          , genome  7056] predictions:    9645/  10000 (96.45%), best:    9738/10000 (97.38%), error:      1198.64233, best error:       797.64594 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 122.5929794312s, input_fired_time: 0.9050702453, output_fired_time: 0.7189761996, propagate_forward_time: 46.4583892822, propagate_backward_time: 72.4467163086, weight_update_time: 0.1325200051, other_time: 2.0638275146
epoch time: 9.6986560822s, input_fired_time: 0.1002267599, output_fired_time: 0.0000000000, propagate_forward_time: 9.2251510620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732786179
validation[          , genome  7056] predictions:    9743/  10000 (97.43%), best:    9738/10000 (97.38%), error:       847.73724, best error:       797.64594 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.0962905884s, input_fired_time: 0.8988820314, output_fired_time: 0.7207723260, propagate_forward_time: 46.2361106873, propagate_backward_time: 72.1438064575, weight_update_time: 0.1314805299, other_time: 2.0967178345
epoch time: 9.8617134094s, input_fired_time: 0.1008848399, output_fired_time: 0.0000000000, propagate_forward_time: 9.3902635574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705654144
validation[          , genome  7056] predictions:    9756/  10000 (97.56%), best:    9738/10000 (97.38%), error:       800.08917, best error:       797.64594 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 121.3202972412s, input_fired_time: 0.8955592513, output_fired_time: 0.7160094976, propagate_forward_time: 46.0349578857, propagate_backward_time: 71.6041946411, weight_update_time: 0.1305164099, other_time: 2.0695724487
epoch time: 9.6681385040s, input_fired_time: 0.1009191722, output_fired_time: 0.0000000000, propagate_forward_time: 9.1944561005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727636337
validation[          , genome  7056] predictions:    9757/  10000 (97.57%), best:    9738/10000 (97.38%), error:       844.34692, best error:       797.64594 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 122.3227767944s, input_fired_time: 0.9103834629, output_fired_time: 0.7218345404, propagate_forward_time: 46.3192291260, propagate_backward_time: 72.3002243042, weight_update_time: 0.1319449991, other_time: 2.0711059570
epoch time: 9.6299285889s, input_fired_time: 0.1006928682, output_fired_time: 0.0000000000, propagate_forward_time: 9.1578187943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714170456
validation[          , genome  7056] predictions:    9756/  10000 (97.56%), best:    9738/10000 (97.38%), error:       837.64606, best error:       797.64594 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 122.5838317871s, input_fired_time: 0.9137588143, output_fired_time: 0.7199586630, propagate_forward_time: 46.4739379883, propagate_backward_time: 72.3995285034, weight_update_time: 0.1325677335, other_time: 2.0766525269
epoch time: 9.7724533081s, input_fired_time: 0.1017851532, output_fired_time: 0.0000000000, propagate_forward_time: 9.2980213165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726472855
validation[          , genome  7056] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       881.04810, best error:       797.64594 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 124.0761413574s, input_fired_time: 0.9179612398, output_fired_time: 0.7515988350, propagate_forward_time: 46.7338256836, propagate_backward_time: 73.4966201782, weight_update_time: 0.1358574778, other_time: 2.1761322021
epoch time: 9.9192066193s, input_fired_time: 0.1025703028, output_fired_time: 0.0000000000, propagate_forward_time: 9.3980951309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185409546
validation[          , genome  7056] predictions:    9743/  10000 (97.43%), best:    9738/10000 (97.38%), error:       860.67065, best error:       797.64594 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 122.3281631470s, input_fired_time: 0.9045567513, output_fired_time: 0.7214033604, propagate_forward_time: 46.4343681335, propagate_backward_time: 72.1768951416, weight_update_time: 0.1325477511, other_time: 2.0909423828
epoch time: 9.7365961075s, input_fired_time: 0.1015118808, output_fired_time: 0.0000000000, propagate_forward_time: 9.2637357712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713483810
validation[          , genome  7056] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       871.52502, best error:       797.64594 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 122.6690292358s, input_fired_time: 0.9057148695, output_fired_time: 0.7212518454, propagate_forward_time: 46.5698699951, propagate_backward_time: 72.4052276611, weight_update_time: 0.1325443834, other_time: 2.0669631958
epoch time: 9.7711057663s, input_fired_time: 0.1017817482, output_fired_time: 0.0000000000, propagate_forward_time: 9.2964544296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728694916
validation[          , genome  7056] predictions:    9678/  10000 (96.78%), best:    9738/10000 (97.38%), error:      1029.81555, best error:       797.64594 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 122.1592941284s, input_fired_time: 0.9042288661, output_fired_time: 0.7198168039, propagate_forward_time: 46.3695907593, propagate_backward_time: 72.1029739380, weight_update_time: 0.1323948205, other_time: 2.0626831055
epoch time: 9.7346887589s, input_fired_time: 0.1011759788, output_fired_time: 0.0000000000, propagate_forward_time: 9.2606296539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728828430
validation[          , genome  7056] predictions:    9759/  10000 (97.59%), best:    9738/10000 (97.38%), error:       834.63025, best error:       797.64594 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 122.4189758301s, input_fired_time: 0.9045643210, output_fired_time: 0.7169038653, propagate_forward_time: 46.4952659607, propagate_backward_time: 72.2385635376, weight_update_time: 0.1323377490, other_time: 2.0636825562
epoch time: 9.7381820679s, input_fired_time: 0.1016953215, output_fired_time: 0.0000000000, propagate_forward_time: 9.2631778717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733091354
validation[          , genome  7056] predictions:    9757/  10000 (97.57%), best:    9738/10000 (97.38%), error:       835.82874, best error:       797.64594 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 122.1811752319s, input_fired_time: 0.9041281939, output_fired_time: 0.7221426964, propagate_forward_time: 46.3707847595, propagate_backward_time: 72.1197738647, weight_update_time: 0.1322265267, other_time: 2.0643386841
epoch time: 9.7823123932s, input_fired_time: 0.1014373675, output_fired_time: 0.0000000000, propagate_forward_time: 9.3072853088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735895157
validation[          , genome  7056] predictions:    9752/  10000 (97.52%), best:    9738/10000 (97.38%), error:       829.94232, best error:       797.64594 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.4491806030s, input_fired_time: 0.9059926867, output_fired_time: 0.7219123840, propagate_forward_time: 46.5151329041, propagate_backward_time: 72.2448730469, weight_update_time: 0.1322864592, other_time: 2.0612640381
epoch time: 9.7822237015s, input_fired_time: 0.1018396989, output_fired_time: 0.0000000000, propagate_forward_time: 9.3073463440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730373383
validation[          , genome  7056] predictions:    9696/  10000 (96.96%), best:    9738/10000 (97.38%), error:      1004.71753, best error:       797.64594 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 122.7383270264s, input_fired_time: 0.9074962735, output_fired_time: 0.7239623666, propagate_forward_time: 46.5607452393, propagate_backward_time: 72.4674911499, weight_update_time: 0.1330109239, other_time: 2.0786361694
epoch time: 9.9832477570s, input_fired_time: 0.1028081179, output_fired_time: 0.0000000000, propagate_forward_time: 9.4466276169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338121414
validation[          , genome  7056] predictions:    9728/  10000 (97.28%), best:    9738/10000 (97.38%), error:       849.91937, best error:       797.64594 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 126.0521697998s, input_fired_time: 0.9340664148, output_fired_time: 0.7826068401, propagate_forward_time: 47.0510749817, propagate_backward_time: 74.9739608765, weight_update_time: 0.1406320035, other_time: 2.3104629517
epoch time: 9.7644529343s, input_fired_time: 0.1007298008, output_fired_time: 0.0000000000, propagate_forward_time: 9.2912931442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724298477
validation[          , genome  7056] predictions:    9746/  10000 (97.46%), best:    9738/10000 (97.38%), error:       837.94434, best error:       797.64594 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.3326416016s, input_fired_time: 0.9033672214, output_fired_time: 0.7121968269, propagate_forward_time: 46.5091247559, propagate_backward_time: 72.1459045410, weight_update_time: 0.1317136288, other_time: 2.0620498657
epoch time: 9.7332439423s, input_fired_time: 0.1021651179, output_fired_time: 0.0000000000, propagate_forward_time: 9.2577514648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733272552
validation[          , genome  7056] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       770.96606, best error:       770.96606 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 122.0191116333s, input_fired_time: 0.9070376158, output_fired_time: 0.7222977877, propagate_forward_time: 46.2926368713, propagate_backward_time: 72.0332031250, weight_update_time: 0.1325512528, other_time: 2.0639343262
epoch time: 9.7405700684s, input_fired_time: 0.1023525745, output_fired_time: 0.0000000000, propagate_forward_time: 9.2669792175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712387085
validation[          , genome  7056] predictions:    9706/  10000 (97.06%), best:    9766/10000 (97.66%), error:       933.67694, best error:       770.96606 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 122.3333053589s, input_fired_time: 0.9086370468, output_fired_time: 0.7227450609, propagate_forward_time: 46.4468116760, propagate_backward_time: 72.1909866333, weight_update_time: 0.1322914064, other_time: 2.0641250610
epoch time: 9.7855119705s, input_fired_time: 0.1025694385, output_fired_time: 0.0000000000, propagate_forward_time: 9.3111820221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717603683
validation[          , genome  7056] predictions:    9727/  10000 (97.27%), best:    9766/10000 (97.66%), error:       882.45538, best error:       770.96606 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 122.4858779907s, input_fired_time: 0.9070571661, output_fired_time: 0.7180669308, propagate_forward_time: 46.5466499329, propagate_backward_time: 72.2576217651, weight_update_time: 0.1321563274, other_time: 2.0564804077
epoch time: 9.7732582092s, input_fired_time: 0.1021879017, output_fired_time: 0.0000000000, propagate_forward_time: 9.3000268936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710432053
validation[          , genome  7056] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       822.81372, best error:       770.96606 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 122.2660369873s, input_fired_time: 0.9072588682, output_fired_time: 0.7210903764, propagate_forward_time: 46.3850250244, propagate_backward_time: 72.1847305298, weight_update_time: 0.1316360235, other_time: 2.0679321289
epoch time: 9.7872476578s, input_fired_time: 0.1014211848, output_fired_time: 0.0000000000, propagate_forward_time: 9.3154830933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703432083
validation[          , genome  7056] predictions:    9728/  10000 (97.28%), best:    9766/10000 (97.66%), error:       926.02228, best error:       770.96606 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 121.9952392578s, input_fired_time: 0.9032157660, output_fired_time: 0.7203586102, propagate_forward_time: 46.1947402954, propagate_backward_time: 72.1052780151, weight_update_time: 0.1311963052, other_time: 2.0716476440
epoch time: 9.6849470139s, input_fired_time: 0.1026279628, output_fired_time: 0.0000000000, propagate_forward_time: 9.2086515427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736677170
validation[          , genome  7056] predictions:    9758/  10000 (97.58%), best:    9766/10000 (97.66%), error:       817.57495, best error:       770.96606 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 122.4978179932s, input_fired_time: 0.9308957458, output_fired_time: 0.7237086892, propagate_forward_time: 46.3917160034, propagate_backward_time: 72.3585205078, weight_update_time: 0.1316504925, other_time: 2.0929794312
epoch time: 10.1030654907s, input_fired_time: 0.1044569612, output_fired_time: 0.0000000000, propagate_forward_time: 9.5695238113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290847778
validation[          , genome  7056] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       886.13684, best error:       770.96606 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 121.7114791870s, input_fired_time: 0.9052119851, output_fired_time: 0.7178765535, propagate_forward_time: 45.9891471863, propagate_backward_time: 72.0422363281, weight_update_time: 0.1309066117, other_time: 2.0570068359
epoch time: 9.7445011139s, input_fired_time: 0.1023128778, output_fired_time: 0.0000000000, propagate_forward_time: 9.2638435364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783445358
validation[          , genome  7056] predictions:    9707/  10000 (97.07%), best:    9766/10000 (97.66%), error:       891.21051, best error:       770.96606 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.2012557983s, input_fired_time: 0.9036231041, output_fired_time: 0.7221696973, propagate_forward_time: 46.0322647095, propagate_backward_time: 71.4844512939, weight_update_time: 0.1309774369, other_time: 2.0587463379
epoch time: 9.6616230011s, input_fired_time: 0.1018012688, output_fired_time: 0.0000000000, propagate_forward_time: 9.1890554428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707666397
validation[          , genome  7056] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       819.15326, best error:       770.96606 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.3021545410s, input_fired_time: 0.9021099806, output_fired_time: 0.7166922688, propagate_forward_time: 46.0171318054, propagate_backward_time: 71.6048583984, weight_update_time: 0.1308226883, other_time: 2.0613708496
epoch time: 9.6668367386s, input_fired_time: 0.1024243981, output_fired_time: 0.0000000000, propagate_forward_time: 9.1918134689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725986481
validation[          , genome  7056] predictions:    9764/  10000 (97.64%), best:    9766/10000 (97.66%), error:       801.17505, best error:       770.96606 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 121.2188644409s, input_fired_time: 0.9039488435, output_fired_time: 0.7178501487, propagate_forward_time: 45.9526977539, propagate_backward_time: 71.5822601318, weight_update_time: 0.1309209764, other_time: 2.0621109009
epoch time: 9.7640247345s, input_fired_time: 0.1041638777, output_fired_time: 0.0000000000, propagate_forward_time: 9.2674112320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924493790
validation[          , genome  7056] predictions:    9728/  10000 (97.28%), best:    9766/10000 (97.66%), error:       896.98993, best error:       770.96606 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 123.7405548096s, input_fired_time: 0.9204574227, output_fired_time: 0.7415743470, propagate_forward_time: 46.6979026794, propagate_backward_time: 73.2283401489, weight_update_time: 0.1358492523, other_time: 2.1522750854
epoch time: 9.7303056717s, input_fired_time: 0.1027015299, output_fired_time: 0.0000000000, propagate_forward_time: 9.2580890656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695154190
validation[          , genome  7056] predictions:    9764/  10000 (97.64%), best:    9766/10000 (97.66%), error:       810.19006, best error:       770.96606 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 122.3574066162s, input_fired_time: 0.9154644012, output_fired_time: 0.7197883725, propagate_forward_time: 46.4924888611, propagate_backward_time: 72.1645889282, weight_update_time: 0.1321432889, other_time: 2.0650711060
epoch time: 9.7712497711s, input_fired_time: 0.1026785076, output_fired_time: 0.0000000000, propagate_forward_time: 9.2963542938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722171783
validation[          , genome  7056] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       801.51270, best error:       770.96606 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.4615783691s, input_fired_time: 0.9111123681, output_fired_time: 0.7194192410, propagate_forward_time: 46.5282020569, propagate_backward_time: 72.2280044556, weight_update_time: 0.1322409958, other_time: 2.0748367310
epoch time: 9.7693510056s, input_fired_time: 0.1034058258, output_fired_time: 0.0000000000, propagate_forward_time: 9.2922735214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736715317
validation[          , genome  7056] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       826.75879, best error:       770.96606 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 122.3891906738s, input_fired_time: 0.9142124057, output_fired_time: 0.7199860811, propagate_forward_time: 46.5073356628, propagate_backward_time: 72.1868743896, weight_update_time: 0.1317476481, other_time: 2.0607757568
epoch time: 9.7694215775s, input_fired_time: 0.1036187783, output_fired_time: 0.0000000000, propagate_forward_time: 9.2940979004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717050552
validation[          , genome  7056] predictions:    9714/  10000 (97.14%), best:    9766/10000 (97.66%), error:       907.99182, best error:       770.96606 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 122.4380645752s, input_fired_time: 0.9114235044, output_fired_time: 0.7154291868, propagate_forward_time: 46.5317039490, propagate_backward_time: 72.2151794434, weight_update_time: 0.1323348582, other_time: 2.0643310547
epoch time: 9.7474861145s, input_fired_time: 0.1033688784, output_fired_time: 0.0000000000, propagate_forward_time: 9.2712593079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728580475
validation[          , genome  7056] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       856.62158, best error:       770.96606 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 122.4560623169s, input_fired_time: 0.9122200012, output_fired_time: 0.7194694281, propagate_forward_time: 46.5057106018, propagate_backward_time: 72.2510070801, weight_update_time: 0.1323063076, other_time: 2.0676574707
epoch time: 9.7774906158s, input_fired_time: 0.1037748903, output_fired_time: 0.0000000000, propagate_forward_time: 9.3006753922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730401993
validation[          , genome  7056] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       852.38275, best error:       770.96606 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.9904403687s, input_fired_time: 0.9106078148, output_fired_time: 0.7193978429, propagate_forward_time: 46.2810821533, propagate_backward_time: 72.0161361694, weight_update_time: 0.1319489777, other_time: 2.0632171631
epoch time: 9.7248096466s, input_fired_time: 0.1022033393, output_fired_time: 0.0000000000, propagate_forward_time: 9.2496910095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729152679
validation[          , genome  7056] predictions:    9768/  10000 (97.68%), best:    9766/10000 (97.66%), error:       786.93750, best error:       770.96606 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 122.3987884521s, input_fired_time: 0.9082659483, output_fired_time: 0.7170459032, propagate_forward_time: 46.4469833374, propagate_backward_time: 72.2688522339, weight_update_time: 0.1309200227, other_time: 2.0576400757
epoch time: 9.6820993423s, input_fired_time: 0.1023777947, output_fired_time: 0.0000000000, propagate_forward_time: 9.2085266113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711948395
validation[          , genome  7056] predictions:    9724/  10000 (97.24%), best:    9766/10000 (97.66%), error:       900.55597, best error:       770.96606 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 122.2541351318s, input_fired_time: 0.9127269983, output_fired_time: 0.7222530842, propagate_forward_time: 46.4055938721, propagate_backward_time: 72.1477584839, weight_update_time: 0.1320607811, other_time: 2.0658035278
epoch time: 9.7606191635s, input_fired_time: 0.1034218296, output_fired_time: 0.0000000000, propagate_forward_time: 9.2814970016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756999969
validation[          , genome  7056] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       908.17981, best error:       770.96606 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.4106216431s, input_fired_time: 0.9246383309, output_fired_time: 0.7400698662, propagate_forward_time: 46.5383834839, propagate_backward_time: 73.0564956665, weight_update_time: 0.1350182593, other_time: 2.1510391235
epoch time: 9.6802120209s, input_fired_time: 0.1033945605, output_fired_time: 0.0000000000, propagate_forward_time: 9.2045755386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722419739
validation[          , genome  7056] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       810.90686, best error:       770.96606 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.8819046021s, input_fired_time: 0.9117039442, output_fired_time: 0.7204876542, propagate_forward_time: 46.1511955261, propagate_backward_time: 72.0136108398, weight_update_time: 0.1318549514, other_time: 2.0848999023
epoch time: 9.8685817719s, input_fired_time: 0.1260856241, output_fired_time: 0.0000000000, propagate_forward_time: 9.3487758636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937206268
validation[          , genome  7056] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       827.02368, best error:       770.96606 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 122.1355361938s, input_fired_time: 0.9233496189, output_fired_time: 0.7163255811, propagate_forward_time: 46.4002342224, propagate_backward_time: 72.0312042236, weight_update_time: 0.1307872236, other_time: 2.0644226074
epoch time: 9.7798528671s, input_fired_time: 0.1046060622, output_fired_time: 0.0000000000, propagate_forward_time: 9.2998962402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753509521
validation[          , genome  7056] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       887.36322, best error:       770.96606 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 122.3729324341s, input_fired_time: 0.9213187695, output_fired_time: 0.7186493874, propagate_forward_time: 46.4614295959, propagate_backward_time: 72.2057800293, weight_update_time: 0.1321454793, other_time: 2.0657501221
epoch time: 9.8891201019s, input_fired_time: 0.1038837209, output_fired_time: 0.0000000000, propagate_forward_time: 9.4118976593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733386993
validation[          , genome  7056] predictions:    9770/  10000 (97.70%), best:    9766/10000 (97.66%), error:       829.03339, best error:       770.96606 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 122.7934951782s, input_fired_time: 0.9326109290, output_fired_time: 0.7260603309, propagate_forward_time: 46.5149688721, propagate_backward_time: 72.5288085938, weight_update_time: 0.1324126869, other_time: 2.0910491943
epoch time: 9.7233037949s, input_fired_time: 0.1036037281, output_fired_time: 0.0000000000, propagate_forward_time: 9.2457895279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739109039
validation[          , genome  7056] predictions:    9740/  10000 (97.40%), best:    9766/10000 (97.66%), error:       902.79626, best error:       770.96606 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 122.2440643311s, input_fired_time: 0.9166637063, output_fired_time: 0.7207549214, propagate_forward_time: 46.3662834167, propagate_backward_time: 72.1480484009, weight_update_time: 0.1323741376, other_time: 2.0923080444
epoch time: 9.9760751724s, input_fired_time: 0.1138424948, output_fired_time: 0.0000000000, propagate_forward_time: 9.4292774200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329547882
validation[          , genome  7056] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       838.22644, best error:       770.96606 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.5450210571s, input_fired_time: 0.9158048034, output_fired_time: 0.7256993651, propagate_forward_time: 46.4284667969, propagate_backward_time: 72.3732681274, weight_update_time: 0.1329037547, other_time: 2.1017837524
epoch time: 9.6791696548s, input_fired_time: 0.1040135920, output_fired_time: 0.0000000000, propagate_forward_time: 9.2037515640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714046478
validation[          , genome  7056] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       820.65283, best error:       770.96606 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 122.7856674194s, input_fired_time: 0.9364243746, output_fired_time: 0.7178293467, propagate_forward_time: 46.5465888977, propagate_backward_time: 72.5153503418, weight_update_time: 0.1311900020, other_time: 2.0694732666
epoch time: 9.7318325043s, input_fired_time: 0.1040761024, output_fired_time: 0.0000000000, propagate_forward_time: 9.2481307983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796253204
validation[          , genome  7056] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       807.88831, best error:       770.96606 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.9254379272s, input_fired_time: 0.9150909781, output_fired_time: 0.7229324579, propagate_forward_time: 46.1135368347, propagate_backward_time: 72.0714569092, weight_update_time: 0.1320847720, other_time: 2.1024169922
epoch time: 9.6717271805s, input_fired_time: 0.1040955856, output_fired_time: 0.0000000000, propagate_forward_time: 9.1957273483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719043732
validation[          , genome  7056] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       808.76184, best error:       770.96606 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 123.0056381226s, input_fired_time: 0.9216784239, output_fired_time: 0.7288790941, propagate_forward_time: 46.6821670532, propagate_backward_time: 72.5997467041, weight_update_time: 0.1311397552, other_time: 2.0731658936
epoch time: 9.6912994385s, input_fired_time: 0.1038326919, output_fired_time: 0.0000000000, propagate_forward_time: 9.2166814804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707857132
validation[          , genome  7056] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       827.83337, best error:       770.96606 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.0830001831s, input_fired_time: 0.9112826586, output_fired_time: 0.7183354497, propagate_forward_time: 45.9262313843, propagate_backward_time: 71.4647064209, weight_update_time: 0.1303238869, other_time: 2.0624389648
epoch time: 9.6860170364s, input_fired_time: 0.1041619703, output_fired_time: 0.0000000000, propagate_forward_time: 9.2086162567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732385635
validation[          , genome  7056] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       853.71826, best error:       770.96606 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 123.5285873413s, input_fired_time: 0.9435845017, output_fired_time: 0.7337083220, propagate_forward_time: 46.5732154846, propagate_backward_time: 73.1529617310, weight_update_time: 0.1332921535, other_time: 2.1251144409
epoch time: 9.7069940567s, input_fired_time: 0.1048407182, output_fired_time: 0.0000000000, propagate_forward_time: 9.2257661819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763875961
validation[          , genome  7056] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       781.19409, best error:       770.96606 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.9412918091s, input_fired_time: 0.9169332981, output_fired_time: 0.7233605981, propagate_forward_time: 46.1411094666, propagate_backward_time: 72.0722503662, weight_update_time: 0.1322164387, other_time: 2.0876464844
epoch time: 9.9433956146s, input_fired_time: 0.1067351326, output_fired_time: 0.0000000000, propagate_forward_time: 9.4040079117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326524734
validation[          , genome  7056] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       822.07483, best error:       770.96606 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 126.0943298340s, input_fired_time: 0.9546622038, output_fired_time: 0.7951093912, propagate_forward_time: 46.8943138123, propagate_backward_time: 75.0758972168, weight_update_time: 0.1407672614, other_time: 2.3743438721
epoch time: 9.8755369186s, input_fired_time: 0.1067613959, output_fired_time: 0.0000000000, propagate_forward_time: 9.3345632553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342126846
validation[          , genome  7056] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       834.21820, best error:       770.96606 on epoch:    67, 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: 48.9962615967s, input_fired_time: 0.5218096972, output_fired_time: 0.0000000000, propagate_forward_time: 46.4098968506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0645561218
best training[          , genome  7056] predictions:   49485/  50000 (98.97%), best:    9766/10000 (97.66%), error:      1931.50146, best error:       770.96606 on epoch:    67, 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: 9.7125425339s, input_fired_time: 0.1009609923, output_fired_time: 0.0000000000, propagate_forward_time: 9.2376728058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739089966
   testing[          , genome  7056] predictions:    9784/  10000 (97.84%), best:    9766/10000 (97.66%), error:       712.89246, best error:       770.96606 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:39:37 (22270): called boinc_finish(0)

</stderr_txt>
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