Nameexact_genome_1512568488_45_5995_0
Workunit2601202
Created7 Dec 2017, 17:26:18 UTC
Sent7 Dec 2017, 17:31:35 UTC
Report deadline13 Dec 2017, 22:06:17 UTC
Received8 Dec 2017, 13:46:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 10 min 1 sec
CPU time3 hours 9 min 42 sec
Validate stateValid
Credit1,547.69
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.23 MB
Peak swap size152.00 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0002566710

epoch time: 97.9635009766s, input_fired_time: 0.8497011065, output_fired_time: 0.6121161580, propagate_forward_time: 38.8004035950, propagate_backward_time: 55.2474861145, weight_update_time: 0.1351907700, other_time: 2.4537963867
epoch time: 8.8189601898s, input_fired_time: 0.0998999476, output_fired_time: 0.0000000000, propagate_forward_time: 8.2722311020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468288422
validation[          , genome  5995] predictions:    9730/  10000 (97.30%), best:    9724/10000 (97.24%), error:       941.97675, best error:       939.75372 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.9104614258s, input_fired_time: 0.8815404773, output_fired_time: 0.6488692760, propagate_forward_time: 41.4316215515, propagate_backward_time: 59.4272308350, weight_update_time: 0.1430971175, other_time: 2.5211982727
epoch time: 8.8213071823s, input_fired_time: 0.1023551524, output_fired_time: 0.0000000000, propagate_forward_time: 8.2692365646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497156143
validation[          , genome  5995] predictions:    9675/  10000 (96.75%), best:    9724/10000 (97.24%), error:      1036.97498, best error:       939.75372 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 104.5220108032s, input_fired_time: 0.8738369346, output_fired_time: 0.6411879659, propagate_forward_time: 41.1831703186, propagate_backward_time: 59.2827987671, weight_update_time: 0.1445888430, other_time: 2.5410118103
epoch time: 8.8242168427s, input_fired_time: 0.1013090387, output_fired_time: 0.0000000000, propagate_forward_time: 8.2752580643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476499557
validation[          , genome  5995] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       888.55701, best error:       888.55701 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 104.9929275513s, input_fired_time: 0.8782486916, output_fired_time: 0.6357439160, propagate_forward_time: 41.3548660278, propagate_backward_time: 59.5867538452, weight_update_time: 0.1435847282, other_time: 2.5373153687
epoch time: 8.8323202133s, input_fired_time: 0.1019712538, output_fired_time: 0.0000000000, propagate_forward_time: 8.2834339142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469146729
validation[          , genome  5995] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       899.04071, best error:       888.55701 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 104.8926696777s, input_fired_time: 0.8812448978, output_fired_time: 0.6385325789, propagate_forward_time: 41.3362197876, propagate_backward_time: 59.4879646301, weight_update_time: 0.1450959146, other_time: 2.5487022400
epoch time: 8.8383369446s, input_fired_time: 0.1015860736, output_fired_time: 0.0000000000, propagate_forward_time: 8.2753686905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613819122
validation[          , genome  5995] predictions:    9700/  10000 (97.00%), best:    9736/10000 (97.36%), error:       968.78180, best error:       888.55701 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 105.1037368774s, input_fired_time: 0.8822907805, output_fired_time: 0.6381158829, propagate_forward_time: 41.3350906372, propagate_backward_time: 59.6856269836, weight_update_time: 0.1454932988, other_time: 2.5626106262
epoch time: 8.8015317917s, input_fired_time: 0.1017018706, output_fired_time: 0.0000000000, propagate_forward_time: 8.2456197739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542102814
validation[          , genome  5995] predictions:    9747/  10000 (97.47%), best:    9736/10000 (97.36%), error:       917.87897, best error:       888.55701 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 105.0261077881s, input_fired_time: 0.8835054040, output_fired_time: 0.6414434314, propagate_forward_time: 41.3927307129, propagate_backward_time: 59.5532569885, weight_update_time: 0.1457169503, other_time: 2.5551719666
epoch time: 8.8240671158s, input_fired_time: 0.1011194885, output_fired_time: 0.0000000000, propagate_forward_time: 8.2793817520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435663223
validation[          , genome  5995] predictions:    9694/  10000 (96.94%), best:    9736/10000 (97.36%), error:       979.36957, best error:       888.55701 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.2911682129s, input_fired_time: 0.8786178827, output_fired_time: 0.6265777349, propagate_forward_time: 40.3515548706, propagate_backward_time: 57.8854179382, weight_update_time: 0.1421757340, other_time: 2.5489997864
epoch time: 8.8390998840s, input_fired_time: 0.1019463614, output_fired_time: 0.0000000000, propagate_forward_time: 8.2839078903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532451630
validation[          , genome  5995] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       902.07697, best error:       888.55701 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 102.2952651978s, input_fired_time: 0.8737926483, output_fired_time: 0.6251223087, propagate_forward_time: 40.2712211609, propagate_backward_time: 57.9906349182, weight_update_time: 0.1413166523, other_time: 2.5344924927
epoch time: 8.8290042877s, input_fired_time: 0.1029993370, output_fired_time: 0.0000000000, propagate_forward_time: 8.2751207352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508838654
validation[          , genome  5995] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       880.03693, best error:       880.03693 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 104.8299407959s, input_fired_time: 0.8847265244, output_fired_time: 0.6374491453, propagate_forward_time: 41.3294982910, propagate_backward_time: 59.4186668396, weight_update_time: 0.1441159397, other_time: 2.5595970154
epoch time: 8.4984607697s, input_fired_time: 0.0997267514, output_fired_time: 0.0000000000, propagate_forward_time: 7.9595384598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391956329
validation[          , genome  5995] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       967.32666, best error:       880.03693 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 102.1740875244s, input_fired_time: 0.8661338091, output_fired_time: 0.6121220589, propagate_forward_time: 40.4131278992, propagate_backward_time: 57.7744674683, weight_update_time: 0.1406147629, other_time: 2.5082359314
epoch time: 8.8329353333s, input_fired_time: 0.1024283916, output_fired_time: 0.0000000000, propagate_forward_time: 8.2800407410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504661560
validation[          , genome  5995] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:       965.27740, best error:       880.03693 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 104.5550003052s, input_fired_time: 0.8784878850, output_fired_time: 0.6344174147, propagate_forward_time: 41.2305030823, propagate_backward_time: 59.2804718018, weight_update_time: 0.1438920945, other_time: 2.5311241150
epoch time: 8.8283929825s, input_fired_time: 0.1019863114, output_fired_time: 0.0000000000, propagate_forward_time: 8.2769660950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494409561
validation[          , genome  5995] predictions:    9684/  10000 (96.84%), best:    9748/10000 (97.48%), error:      1000.83673, best error:       880.03693 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 104.4505386353s, input_fired_time: 0.8816879392, output_fired_time: 0.6370120645, propagate_forward_time: 41.1862640381, propagate_backward_time: 59.2159042358, weight_update_time: 0.1426688135, other_time: 2.5296707153
epoch time: 8.8264627457s, input_fired_time: 0.1020357683, output_fired_time: 0.0000000000, propagate_forward_time: 8.2781295776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462976456
validation[          , genome  5995] predictions:    9700/  10000 (97.00%), best:    9748/10000 (97.48%), error:       990.71704, best error:       880.03693 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.4638442993s, input_fired_time: 0.8803728223, output_fired_time: 0.6285114288, propagate_forward_time: 40.6622428894, propagate_backward_time: 58.7626495361, weight_update_time: 0.1420764923, other_time: 2.5300712585
epoch time: 8.6870708466s, input_fired_time: 0.0994149670, output_fired_time: 0.0000000000, propagate_forward_time: 8.1499357224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377202988
validation[          , genome  5995] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       904.97382, best error:       880.03693 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.8186187744s, input_fired_time: 0.8641279936, output_fired_time: 0.6121622920, propagate_forward_time: 39.7944602966, propagate_backward_time: 57.0418891907, weight_update_time: 0.1401377320, other_time: 2.5059814453
epoch time: 8.8235101700s, input_fired_time: 0.1025049612, output_fired_time: 0.0000000000, propagate_forward_time: 8.2701425552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508628845
validation[          , genome  5995] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       873.44635, best error:       873.44635 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 104.7657546997s, input_fired_time: 0.8836700916, output_fired_time: 0.6355677843, propagate_forward_time: 41.3283386230, propagate_backward_time: 59.3484916687, weight_update_time: 0.1434038728, other_time: 2.5696907043
epoch time: 8.8171825409s, input_fired_time: 0.1023542061, output_fired_time: 0.0000000000, propagate_forward_time: 8.2649593353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498691559
validation[          , genome  5995] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       948.57434, best error:       873.44635 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 104.8250122070s, input_fired_time: 0.8874089122, output_fired_time: 0.6402606964, propagate_forward_time: 41.3419227600, propagate_backward_time: 59.4158592224, weight_update_time: 0.1431621760, other_time: 2.5395660400
epoch time: 8.8259754181s, input_fired_time: 0.1026538387, output_fired_time: 0.0000000000, propagate_forward_time: 8.2743453979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489765167
validation[          , genome  5995] predictions:    9723/  10000 (97.23%), best:    9730/10000 (97.30%), error:       943.00995, best error:       873.44635 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 104.5841064453s, input_fired_time: 0.8872538209, output_fired_time: 0.6355254054, propagate_forward_time: 41.2520866394, propagate_backward_time: 59.2593765259, weight_update_time: 0.1428808421, other_time: 2.5498619080
epoch time: 8.7683210373s, input_fired_time: 0.1010554433, output_fired_time: 0.0000000000, propagate_forward_time: 8.2265100479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407558441
validation[          , genome  5995] predictions:    9738/  10000 (97.38%), best:    9730/10000 (97.30%), error:       881.29907, best error:       873.44635 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 103.7681350708s, input_fired_time: 0.8747633696, output_fired_time: 0.6282079816, propagate_forward_time: 40.9868698120, propagate_backward_time: 58.7680206299, weight_update_time: 0.1408558935, other_time: 2.5102767944
epoch time: 8.8247900009s, input_fired_time: 0.1021915153, output_fired_time: 0.0000000000, propagate_forward_time: 8.2766590118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459390640
validation[          , genome  5995] predictions:    9720/  10000 (97.20%), best:    9730/10000 (97.30%), error:       886.16895, best error:       873.44635 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 101.7721786499s, input_fired_time: 0.8670130372, output_fired_time: 0.6174256206, propagate_forward_time: 40.1722984314, propagate_backward_time: 57.6158027649, weight_update_time: 0.1388709694, other_time: 2.4996414185
epoch time: 8.8279075623s, input_fired_time: 0.1016950533, output_fired_time: 0.0000000000, propagate_forward_time: 8.2768497467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493627548
validation[          , genome  5995] predictions:    9733/  10000 (97.33%), best:    9730/10000 (97.30%), error:       915.45465, best error:       873.44635 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 102.1786193848s, input_fired_time: 0.8735202551, output_fired_time: 0.6228004098, propagate_forward_time: 40.3027839661, propagate_backward_time: 57.8904800415, weight_update_time: 0.1402722895, other_time: 2.4890327454
epoch time: 8.8244733810s, input_fired_time: 0.1014669016, output_fired_time: 0.0000000000, propagate_forward_time: 8.2846679688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383382797
validation[          , genome  5995] predictions:    9744/  10000 (97.44%), best:    9730/10000 (97.30%), error:       897.52344, best error:       873.44635 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 103.5687713623s, input_fired_time: 0.8770741820, output_fired_time: 0.6292704344, propagate_forward_time: 40.8946571350, propagate_backward_time: 58.6897544861, weight_update_time: 0.1401222497, other_time: 2.4780120850
epoch time: 8.8046016693s, input_fired_time: 0.1009041518, output_fired_time: 0.0000000000, propagate_forward_time: 8.2643747330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393224716
validation[          , genome  5995] predictions:    9721/  10000 (97.21%), best:    9730/10000 (97.30%), error:       894.92181, best error:       873.44635 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 104.5674972534s, input_fired_time: 0.8841179609, output_fired_time: 0.6411385536, propagate_forward_time: 41.5057449341, propagate_backward_time: 59.0519218445, weight_update_time: 0.1439044774, other_time: 2.4845771790
epoch time: 8.7798423767s, input_fired_time: 0.1022131965, output_fired_time: 0.0000000000, propagate_forward_time: 8.2347917557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428377151
validation[          , genome  5995] predictions:    9679/  10000 (96.79%), best:    9730/10000 (97.30%), error:      1008.56665, best error:       873.44635 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 96.9421005249s, input_fired_time: 0.8487430811, output_fired_time: 0.5908175707, propagate_forward_time: 38.3546257019, propagate_backward_time: 54.7504844666, weight_update_time: 0.1323070824, other_time: 2.3974304199
epoch time: 8.7886695862s, input_fired_time: 0.1010908186, output_fired_time: 0.0000000000, propagate_forward_time: 8.2493057251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382734299
validation[          , genome  5995] predictions:    9739/  10000 (97.39%), best:    9730/10000 (97.30%), error:       884.54382, best error:       873.44635 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 100.8980026245s, input_fired_time: 0.8663337827, output_fired_time: 0.6094869971, propagate_forward_time: 39.8066444397, propagate_backward_time: 57.1592483521, weight_update_time: 0.1381332576, other_time: 2.4562873840
epoch time: 8.7610979080s, input_fired_time: 0.1028618664, output_fired_time: 0.0000000000, propagate_forward_time: 8.2193489075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388875961
validation[          , genome  5995] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:      1004.82642, best error:       873.44635 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 102.2003707886s, input_fired_time: 0.8730673790, output_fired_time: 0.6206200719, propagate_forward_time: 40.3453063965, propagate_backward_time: 57.8792419434, weight_update_time: 0.1404072344, other_time: 2.4821319580
epoch time: 8.7919921875s, input_fired_time: 0.1023777798, output_fired_time: 0.0000000000, propagate_forward_time: 8.2542390823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353752136
validation[          , genome  5995] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:      1020.42297, best error:       873.44635 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.2875061035s, input_fired_time: 0.8373636603, output_fired_time: 0.5852017999, propagate_forward_time: 37.7124404907, propagate_backward_time: 53.7721214294, weight_update_time: 0.1317068785, other_time: 2.3803749084
epoch time: 8.7832336426s, input_fired_time: 0.1011055708, output_fired_time: 0.0000000000, propagate_forward_time: 8.2421112061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400167465
validation[          , genome  5995] predictions:    9723/  10000 (97.23%), best:    9730/10000 (97.30%), error:       951.37518, best error:       873.44635 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 100.0470657349s, input_fired_time: 0.8611612320, output_fired_time: 0.6065775752, propagate_forward_time: 39.5979690552, propagate_backward_time: 56.5481300354, weight_update_time: 0.1363282204, other_time: 2.4332313538
epoch time: 8.7845296860s, input_fired_time: 0.1009802744, output_fired_time: 0.0000000000, propagate_forward_time: 8.2415943146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419555664
validation[          , genome  5995] predictions:    9728/  10000 (97.28%), best:    9730/10000 (97.30%), error:       874.51562, best error:       873.44635 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 104.5729446411s, input_fired_time: 0.8823051453, output_fired_time: 0.6329244375, propagate_forward_time: 41.2966690063, propagate_backward_time: 59.2741851807, weight_update_time: 0.1402252614, other_time: 2.4868621826
epoch time: 8.7838850021s, input_fired_time: 0.1016880870, output_fired_time: 0.0000000000, propagate_forward_time: 8.2432928085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389038086
validation[          , genome  5995] predictions:    9720/  10000 (97.20%), best:    9730/10000 (97.30%), error:       886.11993, best error:       873.44635 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 104.3846969604s, input_fired_time: 0.8855247498, output_fired_time: 0.6296662092, propagate_forward_time: 41.1946296692, propagate_backward_time: 59.1717720032, weight_update_time: 0.1414227784, other_time: 2.5031051636
epoch time: 8.8022708893s, input_fired_time: 0.1022246182, output_fired_time: 0.0000000000, propagate_forward_time: 8.2597970963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402494431
validation[          , genome  5995] predictions:    9637/  10000 (96.37%), best:    9730/10000 (97.30%), error:      1196.60278, best error:       873.44635 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 100.6781005859s, input_fired_time: 0.8672494888, output_fired_time: 0.6108424067, propagate_forward_time: 39.7387237549, propagate_backward_time: 57.0268478394, weight_update_time: 0.1370750964, other_time: 2.4344406128
epoch time: 8.8000888824s, input_fired_time: 0.1029815748, output_fired_time: 0.0000000000, propagate_forward_time: 8.2561311722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409761429
validation[          , genome  5995] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       960.85266, best error:       873.44635 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 104.0556716919s, input_fired_time: 0.8838332295, output_fired_time: 0.6299327016, propagate_forward_time: 41.0809516907, propagate_backward_time: 58.9716758728, weight_update_time: 0.1409689635, other_time: 2.4892730713
epoch time: 8.8115863800s, input_fired_time: 0.1012625769, output_fired_time: 0.0000000000, propagate_forward_time: 8.2681112289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422121048
validation[          , genome  5995] predictions:    9623/  10000 (96.23%), best:    9730/10000 (97.30%), error:      1202.89844, best error:       873.44635 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 99.6505355835s, input_fired_time: 0.8655309081, output_fired_time: 0.6079667807, propagate_forward_time: 39.3741683960, propagate_backward_time: 56.3515892029, weight_update_time: 0.1364472508, other_time: 2.4512825012
epoch time: 8.8211240768s, input_fired_time: 0.1024114266, output_fired_time: 0.0000000000, propagate_forward_time: 8.2829227448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357900620
validation[          , genome  5995] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       852.23047, best error:       852.23047 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 104.6596527100s, input_fired_time: 0.8834112287, output_fired_time: 0.6305233836, propagate_forward_time: 41.2421989441, propagate_backward_time: 59.4207763672, weight_update_time: 0.1419788599, other_time: 2.4827461243
epoch time: 8.7934579849s, input_fired_time: 0.1016153544, output_fired_time: 0.0000000000, propagate_forward_time: 8.2517013550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401416779
validation[          , genome  5995] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       860.49115, best error:       852.23047 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 101.6974411011s, input_fired_time: 0.8682714701, output_fired_time: 0.6156523824, propagate_forward_time: 40.1101951599, propagate_backward_time: 57.6444053650, weight_update_time: 0.1384103745, other_time: 2.4589157104
epoch time: 8.8052196503s, input_fired_time: 0.1019247398, output_fired_time: 0.0000000000, propagate_forward_time: 8.2586212158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446735382
validation[          , genome  5995] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       914.68579, best error:       852.23047 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 104.5431518555s, input_fired_time: 0.8860803246, output_fired_time: 0.6303548813, propagate_forward_time: 41.2792510986, propagate_backward_time: 59.2631378174, weight_update_time: 0.1409280151, other_time: 2.4843292236
epoch time: 8.8017625809s, input_fired_time: 0.1018121839, output_fired_time: 0.0000000000, propagate_forward_time: 8.2626075745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373426437
validation[          , genome  5995] predictions:    9691/  10000 (96.91%), best:    9750/10000 (97.50%), error:      1003.17120, best error:       852.23047 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 104.1414718628s, input_fired_time: 0.8865159154, output_fired_time: 0.6292750239, propagate_forward_time: 41.0782890320, propagate_backward_time: 59.0760421753, weight_update_time: 0.1407793462, other_time: 2.4713554382
epoch time: 8.8192548752s, input_fired_time: 0.1042410061, output_fired_time: 0.0000000000, propagate_forward_time: 8.2775096893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375038147
validation[          , genome  5995] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       928.65253, best error:       852.23047 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 102.3191909790s, input_fired_time: 0.8835669160, output_fired_time: 0.6241259575, propagate_forward_time: 40.3779640198, propagate_backward_time: 57.9589691162, weight_update_time: 0.1409380883, other_time: 2.4745674133
epoch time: 7.6778101921s, input_fired_time: 0.0963908955, output_fired_time: 0.0000000000, propagate_forward_time: 7.1660623550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153571129
validation[          , genome  5995] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       850.79724, best error:       850.79724 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 100.6010437012s, input_fired_time: 0.8789002299, output_fired_time: 0.6151297688, propagate_forward_time: 39.7497901917, propagate_backward_time: 56.9013824463, weight_update_time: 0.1386888772, other_time: 2.4558448792
epoch time: 8.7172918320s, input_fired_time: 0.1024947986, output_fired_time: 0.0000000000, propagate_forward_time: 8.1753625870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394340515
validation[          , genome  5995] predictions:    9701/  10000 (97.01%), best:    9742/10000 (97.42%), error:       966.57300, best error:       850.79724 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 101.8122177124s, input_fired_time: 0.8728443980, output_fired_time: 0.6137009859, propagate_forward_time: 40.2182922363, propagate_backward_time: 57.6615676880, weight_update_time: 0.1379804462, other_time: 2.4458160400
epoch time: 8.7848882675s, input_fired_time: 0.1029485911, output_fired_time: 0.0000000000, propagate_forward_time: 8.2427768707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391632080
validation[          , genome  5995] predictions:    9730/  10000 (97.30%), best:    9742/10000 (97.42%), error:       897.18604, best error:       850.79724 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 104.4011383057s, input_fired_time: 0.8838233352, output_fired_time: 0.6260015965, propagate_forward_time: 41.1958808899, propagate_backward_time: 59.2234001160, weight_update_time: 0.1396603584, other_time: 2.4720382690
epoch time: 8.7240295410s, input_fired_time: 0.1017076820, output_fired_time: 0.0000000000, propagate_forward_time: 8.1857709885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365510941
validation[          , genome  5995] predictions:    9720/  10000 (97.20%), best:    9742/10000 (97.42%), error:       938.73993, best error:       850.79724 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 101.5952987671s, input_fired_time: 0.8748708367, output_fired_time: 0.6187683344, propagate_forward_time: 40.0650138855, propagate_backward_time: 57.5867004395, weight_update_time: 0.1379598081, other_time: 2.4499473572
epoch time: 8.8235654831s, input_fired_time: 0.1058352739, output_fired_time: 0.0000000000, propagate_forward_time: 8.2732534409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444770813
validation[          , genome  5995] predictions:    9659/  10000 (96.59%), best:    9742/10000 (97.42%), error:      1090.37561, best error:       850.79724 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 104.9602432251s, input_fired_time: 0.8946819901, output_fired_time: 0.6349276304, propagate_forward_time: 41.3762588501, propagate_backward_time: 59.5520057678, weight_update_time: 0.1425955445, other_time: 2.5023689270
epoch time: 8.8196268082s, input_fired_time: 0.1039154604, output_fired_time: 0.0000000000, propagate_forward_time: 8.2686223984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470891953
validation[          , genome  5995] predictions:    9712/  10000 (97.12%), best:    9742/10000 (97.42%), error:       946.49994, best error:       850.79724 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 102.9152679443s, input_fired_time: 0.8855559826, output_fired_time: 0.6173269153, propagate_forward_time: 40.6397552490, propagate_backward_time: 58.2910346985, weight_update_time: 0.1381601691, other_time: 2.4815940857
epoch time: 8.8035831451s, input_fired_time: 0.1023781151, output_fired_time: 0.0000000000, propagate_forward_time: 8.2608327866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403724670
validation[          , genome  5995] predictions:    9660/  10000 (96.60%), best:    9742/10000 (97.42%), error:      1096.29956, best error:       850.79724 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 104.6947631836s, input_fired_time: 0.8967310190, output_fired_time: 0.6294733286, propagate_forward_time: 41.3591690063, propagate_backward_time: 59.3170814514, weight_update_time: 0.1412322819, other_time: 2.4923133850
epoch time: 8.7907791138s, input_fired_time: 0.1044312119, output_fired_time: 0.0000000000, propagate_forward_time: 8.2415027618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448451996
validation[          , genome  5995] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       895.69879, best error:       850.79724 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 104.7615356445s, input_fired_time: 0.8921803832, output_fired_time: 0.6296091676, propagate_forward_time: 41.2941131592, propagate_backward_time: 59.4583320618, weight_update_time: 0.1414197236, other_time: 2.4873008728
epoch time: 8.8053789139s, input_fired_time: 0.1034496427, output_fired_time: 0.0000000000, propagate_forward_time: 8.2567710876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451580048
validation[          , genome  5995] predictions:    9690/  10000 (96.90%), best:    9742/10000 (97.42%), error:      1036.30090, best error:       850.79724 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 104.3261032104s, input_fired_time: 0.8925555944, output_fired_time: 0.6247882843, propagate_forward_time: 41.2041358948, propagate_backward_time: 59.1164665222, weight_update_time: 0.1424996108, other_time: 2.4881591797
epoch time: 8.7847461700s, input_fired_time: 0.1026922986, output_fired_time: 0.0000000000, propagate_forward_time: 8.2409963608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410572052
validation[          , genome  5995] predictions:    9609/  10000 (96.09%), best:    9742/10000 (97.42%), error:      1269.41260, best error:       850.79724 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.0385360718s, input_fired_time: 0.8803585172, output_fired_time: 0.6089667082, propagate_forward_time: 40.7380714417, propagate_backward_time: 58.3480873108, weight_update_time: 0.1400842220, other_time: 2.4630584717
epoch time: 8.7937765121s, input_fired_time: 0.1031594425, output_fired_time: 0.0000000000, propagate_forward_time: 8.2469501495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436664581
validation[          , genome  5995] predictions:    9747/  10000 (97.47%), best:    9742/10000 (97.42%), error:       881.98395, best error:       850.79724 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 104.8060302734s, input_fired_time: 0.8923146725, output_fired_time: 0.6284222603, propagate_forward_time: 41.3811950684, propagate_backward_time: 59.4133529663, weight_update_time: 0.1412255019, other_time: 2.4907455444
epoch time: 8.8039426804s, input_fired_time: 0.1016642824, output_fired_time: 0.0000000000, propagate_forward_time: 8.2652902603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369878769
validation[          , genome  5995] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       888.11401, best error:       850.79724 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 105.4068756104s, input_fired_time: 0.9015349746, output_fired_time: 0.6318361759, propagate_forward_time: 41.6496391296, propagate_backward_time: 59.7194824219, weight_update_time: 0.1423169971, other_time: 2.5043830872
epoch time: 8.5424594879s, input_fired_time: 0.1010786369, output_fired_time: 0.0000000000, propagate_forward_time: 8.0144729614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269075394
validation[          , genome  5995] predictions:    9677/  10000 (96.77%), best:    9742/10000 (97.42%), error:      1026.98340, best error:       850.79724 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 104.0626983643s, input_fired_time: 0.8985518217, output_fired_time: 0.6279615164, propagate_forward_time: 41.0876502991, propagate_backward_time: 58.9735488892, weight_update_time: 0.1404655576, other_time: 2.4749870300
epoch time: 8.7856845856s, input_fired_time: 0.1020395383, output_fired_time: 0.0000000000, propagate_forward_time: 8.2477121353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359331131
validation[          , genome  5995] predictions:    9741/  10000 (97.41%), best:    9742/10000 (97.42%), error:       888.34412, best error:       850.79724 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 105.5182571411s, input_fired_time: 0.9106128812, output_fired_time: 0.6384575963, propagate_forward_time: 41.6885375977, propagate_backward_time: 59.7752456665, weight_update_time: 0.1430115849, other_time: 2.5054016113
epoch time: 8.9988117218s, input_fired_time: 0.1068858355, output_fired_time: 0.0000000000, propagate_forward_time: 8.4386930466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532327652
validation[          , genome  5995] predictions:    9743/  10000 (97.43%), best:    9742/10000 (97.42%), error:       890.93219, best error:       850.79724 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 105.7863616943s, input_fired_time: 0.9063266516, output_fired_time: 0.6407315135, propagate_forward_time: 41.7186813354, propagate_backward_time: 59.9716796875, weight_update_time: 0.1452155411, other_time: 2.5489425659
epoch time: 8.8154230118s, input_fired_time: 0.1045622602, output_fired_time: 0.0000000000, propagate_forward_time: 8.2722530365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386081696
validation[          , genome  5995] predictions:    9712/  10000 (97.12%), best:    9742/10000 (97.42%), error:       921.76508, best error:       850.79724 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 104.3929290771s, input_fired_time: 0.8928138614, output_fired_time: 0.6305602193, propagate_forward_time: 41.2126007080, propagate_backward_time: 59.1831016541, weight_update_time: 0.1408603787, other_time: 2.4738502502
epoch time: 8.9342679977s, input_fired_time: 0.1059761792, output_fired_time: 0.0000000000, propagate_forward_time: 8.3838453293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444465637
validation[          , genome  5995] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       821.41345, best error:       821.41345 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 104.1963195801s, input_fired_time: 0.8931801319, output_fired_time: 0.6283443570, propagate_forward_time: 41.1748428345, propagate_backward_time: 59.0098533630, weight_update_time: 0.1438908279, other_time: 2.4901008606
epoch time: 8.8093376160s, input_fired_time: 0.1050957441, output_fired_time: 0.0000000000, propagate_forward_time: 8.2611989975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430427551
validation[          , genome  5995] predictions:    9757/  10000 (97.57%), best:    9748/10000 (97.48%), error:       842.65125, best error:       821.41345 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.7933807373s, input_fired_time: 0.8966143727, output_fired_time: 0.6243579388, propagate_forward_time: 40.9591140747, propagate_backward_time: 58.8317222595, weight_update_time: 0.1391062587, other_time: 2.4815711975
epoch time: 8.7955322266s, input_fired_time: 0.1035148278, output_fired_time: 0.0000000000, propagate_forward_time: 8.2566318512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353857040
validation[          , genome  5995] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       899.30365, best error:       821.41345 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 104.7989959717s, input_fired_time: 0.8921127915, output_fired_time: 0.6322282553, propagate_forward_time: 41.3810615540, propagate_backward_time: 59.4161491394, weight_update_time: 0.1410627365, other_time: 2.4774475098
epoch time: 8.8068113327s, input_fired_time: 0.1042364389, output_fired_time: 0.0000000000, propagate_forward_time: 8.2616891861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408855438
validation[          , genome  5995] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       863.92523, best error:       821.41345 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 104.5459976196s, input_fired_time: 0.8976752162, output_fired_time: 0.6326638460, propagate_forward_time: 41.2517433167, propagate_backward_time: 59.2722930908, weight_update_time: 0.1409383565, other_time: 2.4916191101
epoch time: 8.8168182373s, input_fired_time: 0.1052080765, output_fired_time: 0.0000000000, propagate_forward_time: 8.2685413361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430685043
validation[          , genome  5995] predictions:    9679/  10000 (96.79%), best:    9748/10000 (97.48%), error:      1071.35706, best error:       821.41345 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 104.7964859009s, input_fired_time: 0.8946549296, output_fired_time: 0.6290459633, propagate_forward_time: 41.4023056030, propagate_backward_time: 59.3914222717, weight_update_time: 0.1406005472, other_time: 2.4790611267
epoch time: 8.8236970901s, input_fired_time: 0.1045099571, output_fired_time: 0.0000000000, propagate_forward_time: 8.2801389694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390478134
validation[          , genome  5995] predictions:    9718/  10000 (97.18%), best:    9748/10000 (97.48%), error:       919.91644, best error:       821.41345 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 104.5852432251s, input_fired_time: 0.8928310275, output_fired_time: 0.6235856414, propagate_forward_time: 41.3421440125, propagate_backward_time: 59.2366180420, weight_update_time: 0.1414788663, other_time: 2.4900627136
epoch time: 8.8006105423s, input_fired_time: 0.1038342267, output_fired_time: 0.0000000000, propagate_forward_time: 8.2593193054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374570847
validation[          , genome  5995] predictions:    9726/  10000 (97.26%), best:    9748/10000 (97.48%), error:       882.30963, best error:       821.41345 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 104.7193374634s, input_fired_time: 0.9080223441, output_fired_time: 0.6317823529, propagate_forward_time: 41.3083152771, propagate_backward_time: 59.3930091858, weight_update_time: 0.1398900151, other_time: 2.4782104492
epoch time: 8.8006944656s, input_fired_time: 0.1046460867, output_fired_time: 0.0000000000, propagate_forward_time: 8.2623014450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337472916
validation[          , genome  5995] predictions:    9734/  10000 (97.34%), best:    9748/10000 (97.48%), error:       924.56561, best error:       821.41345 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 104.7314224243s, input_fired_time: 0.9062107801, output_fired_time: 0.6301940680, propagate_forward_time: 41.3352317810, propagate_backward_time: 59.3729057312, weight_update_time: 0.1408528388, other_time: 2.4868774414
epoch time: 8.8338327408s, input_fired_time: 0.1053080410, output_fired_time: 0.0000000000, propagate_forward_time: 8.2879743576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405508041
validation[          , genome  5995] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       919.37469, best error:       821.41345 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 105.0928649902s, input_fired_time: 0.9041140079, output_fired_time: 0.6380266547, propagate_forward_time: 41.4463615417, propagate_backward_time: 59.5935783386, weight_update_time: 0.1426735371, other_time: 2.5107879639
epoch time: 8.8014059067s, input_fired_time: 0.1061310545, output_fired_time: 0.0000000000, propagate_forward_time: 8.2559022903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393730164
validation[          , genome  5995] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       848.77319, best error:       821.41345 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 105.0412216187s, input_fired_time: 0.9086549282, output_fired_time: 0.6329334378, propagate_forward_time: 41.4870719910, propagate_backward_time: 59.5119781494, weight_update_time: 0.1409556717, other_time: 2.5005836487
epoch time: 8.7787351608s, input_fired_time: 0.1034783721, output_fired_time: 0.0000000000, propagate_forward_time: 8.2477178574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275388718
validation[          , genome  5995] predictions:    9749/  10000 (97.49%), best:    9748/10000 (97.48%), error:       872.92279, best error:       821.41345 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 104.3394393921s, input_fired_time: 0.8933627605, output_fired_time: 0.6304517984, propagate_forward_time: 41.1900863647, propagate_backward_time: 59.1430816650, weight_update_time: 0.1413443238, other_time: 2.4824523926
epoch time: 8.7700147629s, input_fired_time: 0.1047043353, output_fired_time: 0.0000000000, propagate_forward_time: 8.2284097672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369010925
validation[          , genome  5995] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       869.43286, best error:       821.41345 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 104.3213424683s, input_fired_time: 0.8976897597, output_fired_time: 0.6321788430, propagate_forward_time: 41.1660957336, propagate_backward_time: 59.1491775513, weight_update_time: 0.1411814541, other_time: 2.4762001038
epoch time: 8.7800283432s, input_fired_time: 0.1053380594, output_fired_time: 0.0000000000, propagate_forward_time: 8.2327127457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419775009
validation[          , genome  5995] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       899.85913, best error:       821.41345 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 104.3465042114s, input_fired_time: 0.8967118263, output_fired_time: 0.6321402788, propagate_forward_time: 41.1698799133, propagate_backward_time: 59.1644783020, weight_update_time: 0.1409114003, other_time: 2.4832916260
epoch time: 8.7774553299s, input_fired_time: 0.1045936346, output_fired_time: 0.0000000000, propagate_forward_time: 8.2386398315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342222214
validation[          , genome  5995] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       891.48016, best error:       821.41345 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.9833984375s, input_fired_time: 0.8906864524, output_fired_time: 0.6185933948, propagate_forward_time: 41.0968475342, propagate_backward_time: 58.9138336182, weight_update_time: 0.1406556815, other_time: 2.4634399414
epoch time: 8.7707748413s, input_fired_time: 0.1052346006, output_fired_time: 0.0000000000, propagate_forward_time: 8.2303724289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351682663
validation[          , genome  5995] predictions:    9655/  10000 (96.55%), best:    9748/10000 (97.48%), error:      1137.13757, best error:       821.41345 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 102.2638931274s, input_fired_time: 0.8872977495, output_fired_time: 0.6203651428, propagate_forward_time: 40.3811607361, propagate_backward_time: 57.9229698181, weight_update_time: 0.1382384449, other_time: 2.4520950317
epoch time: 8.5584621429s, input_fired_time: 0.1023159400, output_fired_time: 0.0000000000, propagate_forward_time: 8.0243940353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317522049
validation[          , genome  5995] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       941.73627, best error:       821.41345 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 104.1693954468s, input_fired_time: 0.8938444853, output_fired_time: 0.6288976669, propagate_forward_time: 41.1202697754, propagate_backward_time: 59.0653266907, weight_update_time: 0.1392204762, other_time: 2.4610557556
epoch time: 8.8007764816s, input_fired_time: 0.1038726196, output_fired_time: 0.0000000000, propagate_forward_time: 8.2626905441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342136383
validation[          , genome  5995] predictions:    9622/  10000 (96.22%), best:    9748/10000 (97.48%), error:      1216.92175, best error:       821.41345 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 104.8115997314s, input_fired_time: 0.8992808461, output_fired_time: 0.6343300343, propagate_forward_time: 41.3547935486, propagate_backward_time: 59.4632644653, weight_update_time: 0.1410811245, other_time: 2.4599266052
epoch time: 8.8072099686s, input_fired_time: 0.1046912670, output_fired_time: 0.0000000000, propagate_forward_time: 8.2683706284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341478348
validation[          , genome  5995] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       978.07727, best error:       821.41345 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 104.8338775635s, input_fired_time: 0.8995058537, output_fired_time: 0.6346160173, propagate_forward_time: 41.3578338623, propagate_backward_time: 59.4761886597, weight_update_time: 0.1416727006, other_time: 2.4657363892
epoch time: 8.8107948303s, input_fired_time: 0.1046340764, output_fired_time: 0.0000000000, propagate_forward_time: 8.2685279846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376325607
validation[          , genome  5995] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       876.05969, best error:       821.41345 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 101.1436996460s, input_fired_time: 0.8827624321, output_fired_time: 0.6175041795, propagate_forward_time: 39.9227218628, propagate_backward_time: 57.3032073975, weight_update_time: 0.1364875585, other_time: 2.4175033569
epoch time: 7.9444870949s, input_fired_time: 0.0959572122, output_fired_time: 0.0000000000, propagate_forward_time: 7.4351978302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133319855
validation[          , genome  5995] predictions:    9691/  10000 (96.91%), best:    9748/10000 (97.48%), error:      1045.94739, best error:       821.41345 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 102.2536621094s, input_fired_time: 0.8869212270, output_fired_time: 0.6168059111, propagate_forward_time: 40.3682250977, propagate_backward_time: 57.9391136169, weight_update_time: 0.1387699693, other_time: 2.4425926208
epoch time: 8.8210191727s, input_fired_time: 0.1064406037, output_fired_time: 0.0000000000, propagate_forward_time: 8.2788200378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357585907
validation[          , genome  5995] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       836.18768, best error:       821.41345 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 104.5885238647s, input_fired_time: 0.8968094587, output_fired_time: 0.6300466061, propagate_forward_time: 41.2862091064, propagate_backward_time: 59.3185462952, weight_update_time: 0.1406679451, other_time: 2.4569129944
epoch time: 8.8238410950s, input_fired_time: 0.1051175743, output_fired_time: 0.0000000000, propagate_forward_time: 8.2811536789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375696182
validation[          , genome  5995] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       953.76221, best error:       821.41345 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.8287963867s, input_fired_time: 0.8927218914, output_fired_time: 0.6274864078, propagate_forward_time: 41.0088882446, propagate_backward_time: 58.8576965332, weight_update_time: 0.1384308338, other_time: 2.4420013428
epoch time: 8.7804031372s, input_fired_time: 0.1054090932, output_fired_time: 0.0000000000, propagate_forward_time: 8.2382326126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367618561
validation[          , genome  5995] predictions:    9697/  10000 (96.97%), best:    9748/10000 (97.48%), error:      1028.51111, best error:       821.41345 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 97.7690277100s, input_fired_time: 0.8702754378, output_fired_time: 0.6000124812, propagate_forward_time: 38.6600341797, propagate_backward_time: 55.2444152832, weight_update_time: 0.1327623874, other_time: 2.3942871094
epoch time: 8.7547245026s, input_fired_time: 0.1041206419, output_fired_time: 0.0000000000, propagate_forward_time: 8.2126445770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379596710
validation[          , genome  5995] predictions:    9645/  10000 (96.45%), best:    9748/10000 (97.48%), error:      1175.73718, best error:       821.41345 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 104.5859069824s, input_fired_time: 0.8977743387, output_fired_time: 0.6236739755, propagate_forward_time: 41.3499908447, propagate_backward_time: 59.2526359558, weight_update_time: 0.1413031965, other_time: 2.4618339539
epoch time: 8.8070621490s, input_fired_time: 0.1065623164, output_fired_time: 0.0000000000, propagate_forward_time: 8.2604112625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400882721
validation[          , genome  5995] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       880.21844, best error:       821.41345 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 104.9803924561s, input_fired_time: 0.9109905958, output_fired_time: 0.6310734749, propagate_forward_time: 41.4322357178, propagate_backward_time: 59.5245170593, weight_update_time: 0.1409754306, other_time: 2.4815788269
epoch time: 8.8070659637s, input_fired_time: 0.1054224670, output_fired_time: 0.0000000000, propagate_forward_time: 8.2656459808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359979630
validation[          , genome  5995] predictions:    9695/  10000 (96.95%), best:    9748/10000 (97.48%), error:       999.37421, best error:       821.41345 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 104.4075775146s, input_fired_time: 0.9059664011, output_fired_time: 0.6247034073, propagate_forward_time: 41.2409973145, propagate_backward_time: 59.1705589294, weight_update_time: 0.1401586384, other_time: 2.4653511047
epoch time: 8.8190193176s, input_fired_time: 0.1065494344, output_fired_time: 0.0000000000, propagate_forward_time: 8.2792367935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332332611
validation[          , genome  5995] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       926.85620, best error:       821.41345 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 104.8890380859s, input_fired_time: 0.9058533907, output_fired_time: 0.6356093884, propagate_forward_time: 41.3757476807, propagate_backward_time: 59.5013961792, weight_update_time: 0.1403693408, other_time: 2.4704284668
epoch time: 8.8073425293s, input_fired_time: 0.1048170775, output_fired_time: 0.0000000000, propagate_forward_time: 8.2676277161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348974228
validation[          , genome  5995] predictions:    9687/  10000 (96.87%), best:    9748/10000 (97.48%), error:      1066.51477, best error:       821.41345 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 104.4883346558s, input_fired_time: 0.8992997408, output_fired_time: 0.6237545609, propagate_forward_time: 41.2529869080, propagate_backward_time: 59.2467956543, weight_update_time: 0.1391109228, other_time: 2.4654960632
epoch time: 8.7343082428s, input_fired_time: 0.1046583578, output_fired_time: 0.0000000000, propagate_forward_time: 8.1913080215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383420944
validation[          , genome  5995] predictions:    9761/  10000 (97.61%), best:    9748/10000 (97.48%), error:       840.77319, best error:       821.41345 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 104.9745330811s, input_fired_time: 0.9053036571, output_fired_time: 0.6325332522, propagate_forward_time: 41.4090347290, propagate_backward_time: 59.5350685120, weight_update_time: 0.1426050216, other_time: 2.4925956726
epoch time: 8.8369979858s, input_fired_time: 0.1047753170, output_fired_time: 0.0000000000, propagate_forward_time: 8.2926454544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395771027
validation[          , genome  5995] predictions:    9726/  10000 (97.26%), best:    9748/10000 (97.48%), error:       899.09357, best error:       821.41345 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 105.1864318848s, input_fired_time: 0.9077104330, output_fired_time: 0.6346892118, propagate_forward_time: 41.4836044312, propagate_backward_time: 59.6787948608, weight_update_time: 0.1418542415, other_time: 2.4816360474
epoch time: 8.8263635635s, input_fired_time: 0.1055848375, output_fired_time: 0.0000000000, propagate_forward_time: 8.2836799622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370985031
validation[          , genome  5995] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       960.20966, best error:       821.41345 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 104.3580856323s, input_fired_time: 0.9026866555, output_fired_time: 0.6283425093, propagate_forward_time: 41.1988105774, propagate_backward_time: 59.1349258423, weight_update_time: 0.1415262818, other_time: 2.4933204651
epoch time: 8.8269453049s, input_fired_time: 0.1073878258, output_fired_time: 0.0000000000, propagate_forward_time: 8.2778148651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417428970
validation[          , genome  5995] predictions:    9743/  10000 (97.43%), best:    9748/10000 (97.48%), error:       880.40771, best error:       821.41345 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 104.9741516113s, input_fired_time: 0.9082726836, output_fired_time: 0.6280323267, propagate_forward_time: 41.4203720093, propagate_backward_time: 59.5147171021, weight_update_time: 0.1418571174, other_time: 2.5027618408
epoch time: 7.2933993340s, input_fired_time: 0.0938349217, output_fired_time: 0.0000000000, propagate_forward_time: 6.8050632477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945012093
validation[          , genome  5995] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       873.32812, best error:       821.41345 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 101.5355758667s, input_fired_time: 0.8932124972, output_fired_time: 0.6156175733, propagate_forward_time: 40.0809822083, propagate_backward_time: 57.4989547729, weight_update_time: 0.1375394464, other_time: 2.4468116760
epoch time: 8.8048915863s, input_fired_time: 0.1054757535, output_fired_time: 0.0000000000, propagate_forward_time: 8.2677192688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316968918
validation[          , genome  5995] predictions:    9760/  10000 (97.60%), best:    9748/10000 (97.48%), error:       833.75433, best error:       821.41345 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: 43.6615486145s, input_fired_time: 0.5199894905, output_fired_time: 0.0000000000, propagate_forward_time: 40.8782577515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2633018494
best training[          , genome  5995] predictions:   49559/  50000 (99.12%), best:    9748/10000 (97.48%), error:      1662.10925, best error:       821.41345 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: 8.8066234589s, input_fired_time: 0.1034463346, output_fired_time: 0.0000000000, propagate_forward_time: 8.2610092163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421682358
   testing[          , genome  5995] predictions:    9786/  10000 (97.86%), best:    9748/10000 (97.48%), error:       753.44092, best error:       821.41345 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:46:36 (72806): called boinc_finish(0)

</stderr_txt>
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