Nameexact_genome_1512568488_45_7154_1
Workunit2607001
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:13:03 UTC
Report deadline20 Dec 2017, 19:53:34 UTC
Received8 Dec 2017, 10:53:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 39 min 41 sec
CPU time3 hours 39 min 37 sec
Validate stateValid
Credit3,204.95
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.92 MB
Peak swap size155.61 MB
Peak disk usage3.07 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
 time: 122.6020812988s, input_fired_time: 1.4002336264, output_fired_time: 0.8708429933, propagate_forward_time: 47.6075744629, propagate_backward_time: 70.3894729614, weight_update_time: 0.1304964423, other_time: 2.3339614868
epoch time: 9.8016176224s, input_fired_time: 0.1438169479, output_fired_time: 0.0000000000, propagate_forward_time: 9.2555618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022388458
validation[          , genome  7154] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       812.77032, best error:       710.57648 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.0919494629s, input_fired_time: 1.3786070347, output_fired_time: 0.8507399559, propagate_forward_time: 46.2483558655, propagate_backward_time: 68.3225555420, weight_update_time: 0.1300619990, other_time: 2.2916870117
epoch time: 9.5260992050s, input_fired_time: 0.1393436491, output_fired_time: 0.0000000000, propagate_forward_time: 9.0070400238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797159195
validation[          , genome  7154] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       770.32928, best error:       710.57648 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 116.5173721313s, input_fired_time: 1.3501114845, output_fired_time: 0.8384184241, propagate_forward_time: 45.2033500671, propagate_backward_time: 66.9156646729, weight_update_time: 0.1240457296, other_time: 2.2098236084
epoch time: 9.4902601242s, input_fired_time: 0.1389775872, output_fired_time: 0.0000000000, propagate_forward_time: 8.9741840363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770980835
validation[          , genome  7154] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       710.24493, best error:       710.24493 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.2397689819s, input_fired_time: 1.3513457775, output_fired_time: 0.8422162533, propagate_forward_time: 45.4378929138, propagate_backward_time: 67.4085159302, weight_update_time: 0.1154581308, other_time: 2.1997909546
epoch time: 9.4713420868s, input_fired_time: 0.1395127177, output_fired_time: 0.0000000000, propagate_forward_time: 8.9549942017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768348694
validation[          , genome  7154] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       771.38519, best error:       710.24493 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.4130706787s, input_fired_time: 1.3578609228, output_fired_time: 0.8467155695, propagate_forward_time: 45.5652923584, propagate_backward_time: 67.4515075684, weight_update_time: 0.1153648645, other_time: 2.1916885376
epoch time: 9.5846548080s, input_fired_time: 0.1418181956, output_fired_time: 0.0000000000, propagate_forward_time: 9.0576553345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851814270
validation[          , genome  7154] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       786.55078, best error:       710.24493 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 118.3617706299s, input_fired_time: 1.3767248392, output_fired_time: 0.8556768894, propagate_forward_time: 45.8711929321, propagate_backward_time: 67.9768600464, weight_update_time: 0.1173330620, other_time: 2.2813186646
epoch time: 9.7304458618s, input_fired_time: 0.1455030143, output_fired_time: 0.0000000000, propagate_forward_time: 9.1897830963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951597214
validation[          , genome  7154] predictions:    9789/  10000 (97.89%), best:    9776/10000 (97.76%), error:       727.49884, best error:       710.24493 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 117.6436386108s, input_fired_time: 1.3737343550, output_fired_time: 0.8421608210, propagate_forward_time: 45.6524925232, propagate_backward_time: 67.5420684814, weight_update_time: 0.1172643676, other_time: 2.2331848145
epoch time: 9.6747722626s, input_fired_time: 0.1431410909, output_fired_time: 0.0000000000, propagate_forward_time: 9.1511878967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804435730
validation[          , genome  7154] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       699.77557, best error:       699.77557 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 117.6241760254s, input_fired_time: 1.3723585606, output_fired_time: 0.8414805532, propagate_forward_time: 45.6062507629, propagate_backward_time: 67.5950927734, weight_update_time: 0.1170785055, other_time: 2.2089843750
epoch time: 9.8881168365s, input_fired_time: 0.1451314539, output_fired_time: 0.0000000000, propagate_forward_time: 9.3564414978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865442276
validation[          , genome  7154] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       699.21234, best error:       699.21234 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 117.5116653442s, input_fired_time: 1.3701614141, output_fired_time: 0.8411004543, propagate_forward_time: 45.5781059265, propagate_backward_time: 67.5317916870, weight_update_time: 0.1162083000, other_time: 2.1904983521
epoch time: 9.5813617706s, input_fired_time: 0.1413485557, output_fired_time: 0.0000000000, propagate_forward_time: 9.0640954971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759174347
validation[          , genome  7154] predictions:    9781/  10000 (97.81%), best:    9801/10000 (98.01%), error:       730.56531, best error:       699.21234 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 118.3926086426s, input_fired_time: 1.3742164373, output_fired_time: 0.8522096872, propagate_forward_time: 45.8968963623, propagate_backward_time: 68.0831298828, weight_update_time: 0.1170994714, other_time: 2.1861572266
epoch time: 9.7483768463s, input_fired_time: 0.1439481527, output_fired_time: 0.0000000000, propagate_forward_time: 9.2260427475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783855438
validation[          , genome  7154] predictions:    9779/  10000 (97.79%), best:    9801/10000 (98.01%), error:       708.05011, best error:       699.21234 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.3500518799s, input_fired_time: 1.3749234676, output_fired_time: 0.8534995914, propagate_forward_time: 46.3763656616, propagate_backward_time: 68.5386962891, weight_update_time: 0.1181626916, other_time: 2.2065658569
epoch time: 9.7878694534s, input_fired_time: 0.1437941045, output_fired_time: 0.0000000000, propagate_forward_time: 9.2533664703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907089233
validation[          , genome  7154] predictions:    9791/  10000 (97.91%), best:    9801/10000 (98.01%), error:       706.98907, best error:       699.21234 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 120.8575668335s, input_fired_time: 1.3944352865, output_fired_time: 0.8623862863, propagate_forward_time: 46.9369773865, propagate_backward_time: 69.4286575317, weight_update_time: 0.1189177856, other_time: 2.2351150513
epoch time: 9.6150646210s, input_fired_time: 0.1420111656, output_fired_time: 0.0000000000, propagate_forward_time: 9.0947580338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782949448
validation[          , genome  7154] predictions:    9783/  10000 (97.83%), best:    9801/10000 (98.01%), error:       738.71246, best error:       699.21234 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 119.4054031372s, input_fired_time: 1.3812203407, output_fired_time: 0.8529468775, propagate_forward_time: 46.2732887268, propagate_backward_time: 68.6958007812, weight_update_time: 0.1174716875, other_time: 2.2021484375
epoch time: 9.7263689041s, input_fired_time: 0.1439752579, output_fired_time: 0.0000000000, propagate_forward_time: 9.2015838623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808097839
validation[          , genome  7154] predictions:    9754/  10000 (97.54%), best:    9801/10000 (98.01%), error:       776.17279, best error:       699.21234 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 118.7918243408s, input_fired_time: 1.3806660175, output_fired_time: 0.8474377394, propagate_forward_time: 45.9934425354, propagate_backward_time: 68.3760147095, weight_update_time: 0.1186052188, other_time: 2.1942672729
epoch time: 9.6275606155s, input_fired_time: 0.1426866502, output_fired_time: 0.0000000000, propagate_forward_time: 9.1028985977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819751740
validation[          , genome  7154] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       698.85297, best error:       698.85297 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 121.2451934814s, input_fired_time: 1.4114789963, output_fired_time: 0.8653445244, propagate_forward_time: 46.8696212769, propagate_backward_time: 69.8291244507, weight_update_time: 0.1221986189, other_time: 2.2696304321
epoch time: 9.8339614868s, input_fired_time: 0.1566112339, output_fired_time: 0.0000000000, propagate_forward_time: 9.2667875290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105625153
validation[          , genome  7154] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       723.51111, best error:       698.85297 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.9884109497s, input_fired_time: 1.4070386887, output_fired_time: 0.8513225913, propagate_forward_time: 46.3341140747, propagate_backward_time: 69.1053771973, weight_update_time: 0.1203862950, other_time: 2.2905578613
epoch time: 9.7739276886s, input_fired_time: 0.1469065398, output_fired_time: 0.0000000000, propagate_forward_time: 9.2280845642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989362717
validation[          , genome  7154] predictions:    9770/  10000 (97.70%), best:    9781/10000 (97.81%), error:       722.88190, best error:       698.85297 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 118.7862091064s, input_fired_time: 1.3846765757, output_fired_time: 0.8521332145, propagate_forward_time: 46.0889320374, propagate_backward_time: 68.2425918579, weight_update_time: 0.1171425059, other_time: 2.2178726196
epoch time: 9.8324394226s, input_fired_time: 0.1473761499, output_fired_time: 0.0000000000, propagate_forward_time: 9.2985572815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865060806
validation[          , genome  7154] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       782.08289, best error:       698.85297 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 118.6738510132s, input_fired_time: 1.3853751421, output_fired_time: 0.8559468389, propagate_forward_time: 45.9733352661, propagate_backward_time: 68.2498626709, weight_update_time: 0.1175405681, other_time: 2.2093276978
epoch time: 9.7186126709s, input_fired_time: 0.1463585049, output_fired_time: 0.0000000000, propagate_forward_time: 9.1888122559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834419250
validation[          , genome  7154] predictions:    9760/  10000 (97.60%), best:    9781/10000 (97.81%), error:       713.92157, best error:       698.85297 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.6217117310s, input_fired_time: 1.3912869692, output_fired_time: 0.8459690213, propagate_forward_time: 46.0366630554, propagate_backward_time: 68.1495742798, weight_update_time: 0.1176010370, other_time: 2.1982192993
epoch time: 9.5641441345s, input_fired_time: 0.1457731575, output_fired_time: 0.0000000000, propagate_forward_time: 9.0398979187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784732819
validation[          , genome  7154] predictions:    9733/  10000 (97.33%), best:    9781/10000 (97.81%), error:       815.90088, best error:       698.85297 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.9883117676s, input_fired_time: 1.3900009394, output_fired_time: 0.8363561034, propagate_forward_time: 45.6954269409, propagate_backward_time: 67.8805465698, weight_update_time: 0.1168044433, other_time: 2.1859817505
epoch time: 9.6449842453s, input_fired_time: 0.1465027481, output_fired_time: 0.0000000000, propagate_forward_time: 9.1169662476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815155029
validation[          , genome  7154] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       780.54681, best error:       698.85297 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 121.0597229004s, input_fired_time: 1.4074026346, output_fired_time: 0.8590681553, propagate_forward_time: 46.9562606812, propagate_backward_time: 69.5750427246, weight_update_time: 0.1201033443, other_time: 2.2619476318
epoch time: 9.8864221573s, input_fired_time: 0.1486746073, output_fired_time: 0.0000000000, propagate_forward_time: 9.3435392380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942079544
validation[          , genome  7154] predictions:    9760/  10000 (97.60%), best:    9781/10000 (97.81%), error:       802.54230, best error:       698.85297 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 121.7511749268s, input_fired_time: 1.4174979925, output_fired_time: 0.8594327569, propagate_forward_time: 47.2773628235, propagate_backward_time: 69.9563903809, weight_update_time: 0.1198398694, other_time: 2.2404937744
epoch time: 9.7195911407s, input_fired_time: 0.1503664404, output_fired_time: 0.0000000000, propagate_forward_time: 9.1847743988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844499588
validation[          , genome  7154] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       658.54803, best error:       658.54803 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 118.1095046997s, input_fired_time: 1.3968418837, output_fired_time: 0.8428535461, propagate_forward_time: 45.8099021912, propagate_backward_time: 67.8550720215, weight_update_time: 0.1168601215, other_time: 2.2048339844
epoch time: 9.6299486160s, input_fired_time: 0.1465598345, output_fired_time: 0.0000000000, propagate_forward_time: 9.1016654968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817234039
validation[          , genome  7154] predictions:    9750/  10000 (97.50%), best:    9792/10000 (97.92%), error:       774.52014, best error:       658.54803 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 122.0006637573s, input_fired_time: 1.4241304398, output_fired_time: 0.8675712347, propagate_forward_time: 47.3518829346, propagate_backward_time: 70.0897979736, weight_update_time: 0.1206035092, other_time: 2.2672805786
epoch time: 10.0761842728s, input_fired_time: 0.1531442702, output_fired_time: 0.0000000000, propagate_forward_time: 9.5261955261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968448639
validation[          , genome  7154] predictions:    9775/  10000 (97.75%), best:    9792/10000 (97.92%), error:       725.32819, best error:       658.54803 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.9709320068s, input_fired_time: 1.4279278517, output_fired_time: 0.8526505828, propagate_forward_time: 46.5086402893, propagate_backward_time: 68.9176635742, weight_update_time: 0.1183899045, other_time: 2.2640533447
epoch time: 9.7426128387s, input_fired_time: 0.1506442130, output_fired_time: 0.0000000000, propagate_forward_time: 9.1984558105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935127258
validation[          , genome  7154] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       638.19788, best error:       638.19788 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 120.3619384766s, input_fired_time: 1.4349896908, output_fired_time: 0.8581458330, propagate_forward_time: 46.7663841248, propagate_backward_time: 69.0066757202, weight_update_time: 0.1193718091, other_time: 2.2957382202
epoch time: 9.8340721130s, input_fired_time: 0.1508547217, output_fired_time: 0.0000000000, propagate_forward_time: 9.2877063751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955106735
validation[          , genome  7154] predictions:    9770/  10000 (97.70%), best:    9806/10000 (98.06%), error:       702.24921, best error:       638.19788 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 121.1703186035s, input_fired_time: 1.4216425419, output_fired_time: 0.8535658121, propagate_forward_time: 47.1061897278, propagate_backward_time: 69.5389480591, weight_update_time: 0.1200213730, other_time: 2.2499618530
epoch time: 9.5786647797s, input_fired_time: 0.1476647556, output_fired_time: 0.0000000000, propagate_forward_time: 9.0497589111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812408447
validation[          , genome  7154] predictions:    9759/  10000 (97.59%), best:    9806/10000 (98.06%), error:       748.83130, best error:       638.19788 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.5516433716s, input_fired_time: 1.4138052464, output_fired_time: 0.8463217020, propagate_forward_time: 46.4170303345, propagate_backward_time: 68.6250839233, weight_update_time: 0.1190386266, other_time: 2.2494049072
epoch time: 9.7738513947s, input_fired_time: 0.1493743211, output_fired_time: 0.0000000000, propagate_forward_time: 9.2368249893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876523972
validation[          , genome  7154] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       736.44873, best error:       638.19788 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 122.0409774780s, input_fired_time: 1.4462561607, output_fired_time: 0.8638063073, propagate_forward_time: 47.4634399414, propagate_backward_time: 69.9762268066, weight_update_time: 0.1210102215, other_time: 2.2912445068
epoch time: 9.7453489304s, input_fired_time: 0.1511341929, output_fired_time: 0.0000000000, propagate_forward_time: 9.2041912079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900232315
validation[          , genome  7154] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       635.47711, best error:       635.47711 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 121.9789199829s, input_fired_time: 1.4295547009, output_fired_time: 0.8653851151, propagate_forward_time: 47.3294792175, propagate_backward_time: 70.1183547974, weight_update_time: 0.1209216192, other_time: 2.2361373901
epoch time: 9.7786684036s, input_fired_time: 0.1498319507, output_fired_time: 0.0000000000, propagate_forward_time: 9.2495641708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792724609
validation[          , genome  7154] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       626.43427, best error:       626.43427 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 121.0936813354s, input_fired_time: 1.4198471308, output_fired_time: 0.8533310294, propagate_forward_time: 46.9764404297, propagate_backward_time: 69.6109771729, weight_update_time: 0.1196543351, other_time: 2.2330856323
epoch time: 9.6940736771s, input_fired_time: 0.1477496773, output_fired_time: 0.0000000000, propagate_forward_time: 9.1601104736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862133026
validation[          , genome  7154] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       697.87506, best error:       626.43427 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.6788482666s, input_fired_time: 1.4350826740, output_fired_time: 0.8689088225, propagate_forward_time: 47.6917991638, propagate_backward_time: 70.4140777588, weight_update_time: 0.1205288768, other_time: 2.2689819336
epoch time: 10.2684106827s, input_fired_time: 0.1541298926, output_fired_time: 0.0000000000, propagate_forward_time: 9.7134199142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008607864
validation[          , genome  7154] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       724.46204, best error:       626.43427 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 122.4058685303s, input_fired_time: 1.4313088655, output_fired_time: 0.8646150231, propagate_forward_time: 47.5457077026, propagate_backward_time: 70.3037338257, weight_update_time: 0.1203317717, other_time: 2.2604980469
epoch time: 9.7496509552s, input_fired_time: 0.1484938860, output_fired_time: 0.0000000000, propagate_forward_time: 9.2141084671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870487213
validation[          , genome  7154] predictions:    9795/  10000 (97.95%), best:    9802/10000 (98.02%), error:       689.12341, best error:       626.43427 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.5452499390s, input_fired_time: 1.4218912125, output_fired_time: 0.8569216728, propagate_forward_time: 46.8032035828, propagate_backward_time: 69.2291488647, weight_update_time: 0.1186593175, other_time: 2.2340927124
epoch time: 10.0014820099s, input_fired_time: 0.1515712440, output_fired_time: 0.0000000000, propagate_forward_time: 9.4559335709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939771652
validation[          , genome  7154] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       750.05304, best error:       626.43427 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 118.8522338867s, input_fired_time: 1.4104732275, output_fired_time: 0.8505173326, propagate_forward_time: 45.9717674255, propagate_backward_time: 68.4049530029, weight_update_time: 0.1186752468, other_time: 2.2145233154
epoch time: 9.5065946579s, input_fired_time: 0.1474294215, output_fired_time: 0.0000000000, propagate_forward_time: 8.9805326462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786325455
validation[          , genome  7154] predictions:    9784/  10000 (97.84%), best:    9802/10000 (98.02%), error:       767.74176, best error:       626.43427 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 118.0239334106s, input_fired_time: 1.4144798517, output_fired_time: 0.8401049376, propagate_forward_time: 45.7861289978, propagate_backward_time: 67.7656784058, weight_update_time: 0.1166187972, other_time: 2.2175369263
epoch time: 9.6879072189s, input_fired_time: 0.1496534050, output_fired_time: 0.0000000000, propagate_forward_time: 9.1521272659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861265182
validation[          , genome  7154] predictions:    9750/  10000 (97.50%), best:    9802/10000 (98.02%), error:       814.02991, best error:       626.43427 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 117.6441268921s, input_fired_time: 1.4097374678, output_fired_time: 0.8355304003, propagate_forward_time: 45.6516876221, propagate_backward_time: 67.5232772827, weight_update_time: 0.1158230901, other_time: 2.2238922119
epoch time: 9.5884075165s, input_fired_time: 0.1489768475, output_fired_time: 0.0000000000, propagate_forward_time: 9.0522260666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872041702
validation[          , genome  7154] predictions:    9815/  10000 (98.15%), best:    9802/10000 (98.02%), error:       665.36749, best error:       626.43427 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.5418548584s, input_fired_time: 1.4196839333, output_fired_time: 0.8539338708, propagate_forward_time: 46.0568809509, propagate_backward_time: 67.9961090088, weight_update_time: 0.1173326448, other_time: 2.2152404785
epoch time: 9.8607902527s, input_fired_time: 0.1500818580, output_fired_time: 0.0000000000, propagate_forward_time: 9.3267049789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840036392
validation[          , genome  7154] predictions:    9776/  10000 (97.76%), best:    9802/10000 (98.02%), error:       751.00342, best error:       626.43427 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 122.0687942505s, input_fired_time: 1.4383398294, output_fired_time: 0.8659980297, propagate_forward_time: 47.3371772766, propagate_backward_time: 70.1711578369, weight_update_time: 0.1209746972, other_time: 2.2561187744
epoch time: 9.9131574631s, input_fired_time: 0.1526188999, output_fired_time: 0.0000000000, propagate_forward_time: 9.3664941788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940439224
validation[          , genome  7154] predictions:    9798/  10000 (97.98%), best:    9802/10000 (98.02%), error:       629.66125, best error:       626.43427 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.0074996948s, input_fired_time: 1.4370018244, output_fired_time: 0.8583431244, propagate_forward_time: 46.9699516296, propagate_backward_time: 69.5066146851, weight_update_time: 0.1195071191, other_time: 2.2355880737
epoch time: 10.0024576187s, input_fired_time: 0.1534538418, output_fired_time: 0.0000000000, propagate_forward_time: 9.4621801376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868236542
validation[          , genome  7154] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       599.62396, best error:       599.62396 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 121.0323257446s, input_fired_time: 1.4393869638, output_fired_time: 0.8574162722, propagate_forward_time: 46.9910812378, propagate_backward_time: 69.4966888428, weight_update_time: 0.1196292341, other_time: 2.2477569580
epoch time: 9.6921129227s, input_fired_time: 0.1496694088, output_fired_time: 0.0000000000, propagate_forward_time: 9.1580333710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844099045
validation[          , genome  7154] predictions:    9791/  10000 (97.91%), best:    9811/10000 (98.11%), error:       708.52271, best error:       599.62396 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.9947967529s, input_fired_time: 1.4100371599, output_fired_time: 0.8386052251, propagate_forward_time: 45.3783454895, propagate_backward_time: 67.1603088379, weight_update_time: 0.1152870730, other_time: 2.2075042725
epoch time: 9.7554101944s, input_fired_time: 0.1513978094, output_fired_time: 0.0000000000, propagate_forward_time: 9.2098960876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941164017
validation[          , genome  7154] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       690.25793, best error:       599.62396 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 116.6745376587s, input_fired_time: 1.4088406563, output_fired_time: 0.8356107473, propagate_forward_time: 45.2342109680, propagate_backward_time: 66.9962539673, weight_update_time: 0.1155775264, other_time: 2.1996231079
epoch time: 9.5116395950s, input_fired_time: 0.1473198533, output_fired_time: 0.0000000000, propagate_forward_time: 8.9821586609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821611404
validation[          , genome  7154] predictions:    9813/  10000 (98.13%), best:    9811/10000 (98.11%), error:       599.69757, best error:       599.62396 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.0030975342s, input_fired_time: 1.4629712105, output_fired_time: 0.8713909388, propagate_forward_time: 47.7575721741, propagate_backward_time: 70.6115570068, weight_update_time: 0.1235401109, other_time: 2.2996063232
epoch time: 9.8270702362s, input_fired_time: 0.1510885954, output_fired_time: 0.0000000000, propagate_forward_time: 9.2956790924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803024292
validation[          , genome  7154] predictions:    9755/  10000 (97.55%), best:    9811/10000 (98.11%), error:       727.46130, best error:       599.62396 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 119.7468872070s, input_fired_time: 1.4283462763, output_fired_time: 0.8513455391, propagate_forward_time: 46.5533447266, propagate_backward_time: 68.7083816528, weight_update_time: 0.1187034473, other_time: 2.2054672241
epoch time: 9.8895120621s, input_fired_time: 0.1616173089, output_fired_time: 0.0000000000, propagate_forward_time: 9.3046855927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232091904
validation[          , genome  7154] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       651.85754, best error:       599.62396 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 120.6948623657s, input_fired_time: 1.4374526739, output_fired_time: 0.8503656983, propagate_forward_time: 46.9525413513, propagate_backward_time: 69.2185058594, weight_update_time: 0.1191876903, other_time: 2.2359924316
epoch time: 10.0539512634s, input_fired_time: 0.1530655473, output_fired_time: 0.0000000000, propagate_forward_time: 9.5071125031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937730789
validation[          , genome  7154] predictions:    9777/  10000 (97.77%), best:    9811/10000 (98.11%), error:       697.23151, best error:       599.62396 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 121.6770935059s, input_fired_time: 1.4448305368, output_fired_time: 0.8646404147, propagate_forward_time: 47.1727714539, propagate_backward_time: 69.9404754639, weight_update_time: 0.1203925833, other_time: 2.2543792725
epoch time: 10.2705993652s, input_fired_time: 0.1560826153, output_fired_time: 0.0000000000, propagate_forward_time: 9.7138404846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006767273
validation[          , genome  7154] predictions:    9812/  10000 (98.12%), best:    9811/10000 (98.11%), error:       618.44434, best error:       599.62396 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 120.0414505005s, input_fired_time: 1.4301925898, output_fired_time: 0.8486449718, propagate_forward_time: 46.7129592896, propagate_backward_time: 68.8267898560, weight_update_time: 0.1186533868, other_time: 2.2228622437
epoch time: 9.9758291245s, input_fired_time: 0.1535619497, output_fired_time: 0.0000000000, propagate_forward_time: 9.4345483780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877191544
validation[          , genome  7154] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       670.65387, best error:       599.62396 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.2732162476s, input_fired_time: 1.4123768806, output_fired_time: 0.8597708344, propagate_forward_time: 46.5803909302, propagate_backward_time: 69.1967849731, weight_update_time: 0.1197729930, other_time: 2.2238922119
epoch time: 9.7077569962s, input_fired_time: 0.1488370001, output_fired_time: 0.0000000000, propagate_forward_time: 9.1806774139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782424927
validation[          , genome  7154] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       660.23663, best error:       599.62396 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.0511474609s, input_fired_time: 1.4146730900, output_fired_time: 0.8464500308, propagate_forward_time: 46.1676712036, propagate_backward_time: 68.4272689819, weight_update_time: 0.1174224019, other_time: 2.1950836182
epoch time: 9.8528299332s, input_fired_time: 0.1519749016, output_fired_time: 0.0000000000, propagate_forward_time: 9.3195943832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812608719
validation[          , genome  7154] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       670.94977, best error:       599.62396 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 118.1961441040s, input_fired_time: 1.4128967524, output_fired_time: 0.8452358246, propagate_forward_time: 45.8529586792, propagate_backward_time: 67.9140548706, weight_update_time: 0.1171009168, other_time: 2.1709976196
epoch time: 9.9587078094s, input_fired_time: 0.1539876759, output_fired_time: 0.0000000000, propagate_forward_time: 9.4165391922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881807327
validation[          , genome  7154] predictions:    9797/  10000 (97.97%), best:    9811/10000 (98.11%), error:       648.50513, best error:       599.62396 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 118.9810562134s, input_fired_time: 1.4268110991, output_fired_time: 0.8517464399, propagate_forward_time: 46.1923713684, propagate_backward_time: 68.2920761108, weight_update_time: 0.1172403768, other_time: 2.2180557251
epoch time: 9.5054550171s, input_fired_time: 0.1509908438, output_fired_time: 0.0000000000, propagate_forward_time: 8.9660711288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883934021
validation[          , genome  7154] predictions:    9807/  10000 (98.07%), best:    9811/10000 (98.11%), error:       603.18854, best error:       599.62396 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 119.8085174561s, input_fired_time: 1.4415344000, output_fired_time: 0.8569310904, propagate_forward_time: 46.4351730347, propagate_backward_time: 68.8077926636, weight_update_time: 0.1184464023, other_time: 2.2670822144
epoch time: 9.5887193680s, input_fired_time: 0.1515692323, output_fired_time: 0.0000000000, propagate_forward_time: 9.0535707474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835792542
validation[          , genome  7154] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       631.67432, best error:       599.62396 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.8906097412s, input_fired_time: 1.4412828684, output_fired_time: 0.8568776846, propagate_forward_time: 46.3281250000, propagate_backward_time: 69.0098648071, weight_update_time: 0.1194063500, other_time: 2.2544555664
epoch time: 9.8047971725s, input_fired_time: 0.1544767767, output_fired_time: 0.0000000000, propagate_forward_time: 9.2635774612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867425919
validation[          , genome  7154] predictions:    9796/  10000 (97.96%), best:    9811/10000 (98.11%), error:       645.73187, best error:       599.62396 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 118.9310836792s, input_fired_time: 1.4317384958, output_fired_time: 0.8534658551, propagate_forward_time: 46.0011062622, propagate_backward_time: 68.4437026978, weight_update_time: 0.1172847003, other_time: 2.2010726929
epoch time: 9.6564064026s, input_fired_time: 0.1507594436, output_fired_time: 0.0000000000, propagate_forward_time: 9.1305561066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750905991
validation[          , genome  7154] predictions:    9822/  10000 (98.22%), best:    9811/10000 (98.11%), error:       603.05408, best error:       599.62396 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.3921737671s, input_fired_time: 1.4284099340, output_fired_time: 0.8479977846, propagate_forward_time: 46.2638092041, propagate_backward_time: 68.6716079712, weight_update_time: 0.1178447083, other_time: 2.1803436279
epoch time: 9.6986169815s, input_fired_time: 0.1524028629, output_fired_time: 0.0000000000, propagate_forward_time: 9.1653041840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809099197
validation[          , genome  7154] predictions:    9806/  10000 (98.06%), best:    9811/10000 (98.11%), error:       646.86633, best error:       599.62396 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.3609008789s, input_fired_time: 1.4278715849, output_fired_time: 0.8518718481, propagate_forward_time: 46.3438224792, propagate_backward_time: 68.5219497681, weight_update_time: 0.1175709739, other_time: 2.2153854370
epoch time: 9.7449817657s, input_fired_time: 0.1526611596, output_fired_time: 0.0000000000, propagate_forward_time: 9.2040719986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882484436
validation[          , genome  7154] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       584.59210, best error:       584.59210 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.0945281982s, input_fired_time: 1.4273768663, output_fired_time: 0.8600237966, propagate_forward_time: 46.4245681763, propagate_backward_time: 69.1754455566, weight_update_time: 0.1187179014, other_time: 2.2071151733
epoch time: 10.0137033463s, input_fired_time: 0.1555163413, output_fired_time: 0.0000000000, propagate_forward_time: 9.4685373306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896493912
validation[          , genome  7154] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       568.24585, best error:       568.24585 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 122.9265136719s, input_fired_time: 1.4508622885, output_fired_time: 0.8711000085, propagate_forward_time: 47.6616973877, propagate_backward_time: 70.6740798950, weight_update_time: 0.1214934811, other_time: 2.2687759399
epoch time: 9.9390850067s, input_fired_time: 0.1531184167, output_fired_time: 0.0000000000, propagate_forward_time: 9.3971796036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887872696
validation[          , genome  7154] predictions:    9821/  10000 (98.21%), best:    9832/10000 (98.32%), error:       606.42688, best error:       568.24585 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 119.2461318970s, input_fired_time: 1.4092336893, output_fired_time: 0.8500698209, propagate_forward_time: 46.3362045288, propagate_backward_time: 68.4699630737, weight_update_time: 0.1176152453, other_time: 2.1806640625
epoch time: 9.8598108292s, input_fired_time: 0.1519338787, output_fired_time: 0.0000000000, propagate_forward_time: 9.3236742020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842029572
validation[          , genome  7154] predictions:    9799/  10000 (97.99%), best:    9832/10000 (98.32%), error:       666.84998, best error:       568.24585 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 120.7736358643s, input_fired_time: 1.4463027716, output_fired_time: 0.8584263921, propagate_forward_time: 46.8813362122, propagate_backward_time: 69.2655105591, weight_update_time: 0.1240535527, other_time: 2.3220596313
epoch time: 9.6503057480s, input_fired_time: 0.1575576365, output_fired_time: 0.0000000000, propagate_forward_time: 9.0907392502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020090103
validation[          , genome  7154] predictions:    9768/  10000 (97.68%), best:    9832/10000 (98.32%), error:       769.93213, best error:       568.24585 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.9858856201s, input_fired_time: 1.4516253471, output_fired_time: 0.8684960604, propagate_forward_time: 47.2395629883, propagate_backward_time: 70.1113662720, weight_update_time: 0.1213118955, other_time: 2.3148345947
epoch time: 9.9166831970s, input_fired_time: 0.1577072740, output_fired_time: 0.0000000000, propagate_forward_time: 9.3550920486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038839340
validation[          , genome  7154] predictions:    9811/  10000 (98.11%), best:    9832/10000 (98.32%), error:       623.15552, best error:       568.24585 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.8515625000s, input_fired_time: 1.4701890945, output_fired_time: 0.8723237514, propagate_forward_time: 48.2208709717, propagate_backward_time: 70.9734191895, weight_update_time: 0.1204593107, other_time: 2.3147583008
epoch time: 9.5313339233s, input_fired_time: 0.1568184048, output_fired_time: 0.0000000000, propagate_forward_time: 8.9939775467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805379868
validation[          , genome  7154] predictions:    9818/  10000 (98.18%), best:    9832/10000 (98.32%), error:       616.73987, best error:       568.24585 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 117.7071990967s, input_fired_time: 1.4214880466, output_fired_time: 0.8460132480, propagate_forward_time: 45.5438270569, propagate_backward_time: 67.6685028076, weight_update_time: 0.1165033951, other_time: 2.2273712158
epoch time: 9.5872287750s, input_fired_time: 0.1528442055, output_fired_time: 0.0000000000, propagate_forward_time: 9.0524177551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819665909
validation[          , genome  7154] predictions:    9822/  10000 (98.22%), best:    9832/10000 (98.32%), error:       600.49634, best error:       568.24585 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 117.3031845093s, input_fired_time: 1.4298883677, output_fired_time: 0.8373801112, propagate_forward_time: 45.3899192810, propagate_backward_time: 67.4303588867, weight_update_time: 0.1160070524, other_time: 2.2156372070
epoch time: 9.4969720840s, input_fired_time: 0.1510872841, output_fired_time: 0.0000000000, propagate_forward_time: 8.9659433365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799409866
validation[          , genome  7154] predictions:    9790/  10000 (97.90%), best:    9832/10000 (98.32%), error:       713.17615, best error:       568.24585 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 120.1319580078s, input_fired_time: 1.4552587271, output_fired_time: 0.8548133969, propagate_forward_time: 46.5032501221, propagate_backward_time: 69.0526657104, weight_update_time: 0.1204154417, other_time: 2.2659683228
epoch time: 9.4889068604s, input_fired_time: 0.1517786980, output_fired_time: 0.0000000000, propagate_forward_time: 8.9619274139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752002716
validation[          , genome  7154] predictions:    9800/  10000 (98.00%), best:    9832/10000 (98.32%), error:       663.17322, best error:       568.24585 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.3203125000s, input_fired_time: 1.4439154863, output_fired_time: 0.8586230874, propagate_forward_time: 46.9976463318, propagate_backward_time: 69.7857513428, weight_update_time: 0.1191753820, other_time: 2.2343750000
epoch time: 9.6692619324s, input_fired_time: 0.1532995254, output_fired_time: 0.0000000000, propagate_forward_time: 9.1285991669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873634338
validation[          , genome  7154] predictions:    9810/  10000 (98.10%), best:    9832/10000 (98.32%), error:       587.37823, best error:       568.24585 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.3909378052s, input_fired_time: 1.4383075237, output_fired_time: 0.8514779210, propagate_forward_time: 46.5206909180, propagate_backward_time: 69.3194351196, weight_update_time: 0.1192742288, other_time: 2.2610244751
epoch time: 10.0685701370s, input_fired_time: 0.1591420174, output_fired_time: 0.0000000000, propagate_forward_time: 9.5050344467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043931961
validation[          , genome  7154] predictions:    9791/  10000 (97.91%), best:    9832/10000 (98.32%), error:       671.05017, best error:       568.24585 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.9929809570s, input_fired_time: 1.4560266733, output_fired_time: 0.8555262685, propagate_forward_time: 46.7663917542, propagate_backward_time: 69.6708297729, weight_update_time: 0.1194394752, other_time: 2.2442092896
epoch time: 9.7969741821s, input_fired_time: 0.1560654193, output_fired_time: 0.0000000000, propagate_forward_time: 9.2603998184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805093765
validation[          , genome  7154] predictions:    9819/  10000 (98.19%), best:    9832/10000 (98.32%), error:       590.77216, best error:       568.24585 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 119.4589462280s, input_fired_time: 1.4457017183, output_fired_time: 0.8527262211, propagate_forward_time: 46.3619346619, propagate_backward_time: 68.5945739746, weight_update_time: 0.1175857261, other_time: 2.2040100098
epoch time: 9.5423822403s, input_fired_time: 0.1537144631, output_fired_time: 0.0000000000, propagate_forward_time: 9.0128192902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758487701
validation[          , genome  7154] predictions:    9828/  10000 (98.28%), best:    9832/10000 (98.32%), error:       569.95526, best error:       568.24585 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 124.0506744385s, input_fired_time: 1.4862511158, output_fired_time: 0.8766676784, propagate_forward_time: 48.0554008484, propagate_backward_time: 71.3246154785, weight_update_time: 0.1238641068, other_time: 2.3077392578
epoch time: 11.5638160706s, input_fired_time: 0.1744811386, output_fired_time: 0.0000000000, propagate_forward_time: 10.9583997726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309349060
validation[          , genome  7154] predictions:    9789/  10000 (97.89%), best:    9832/10000 (98.32%), error:       662.01276, best error:       568.24585 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.2937316895s, input_fired_time: 1.4987049103, output_fired_time: 0.8821722865, propagate_forward_time: 48.5673103333, propagate_backward_time: 71.9631729126, weight_update_time: 0.1261827946, other_time: 2.3823776245
epoch time: 9.8074035645s, input_fired_time: 0.1567834616, output_fired_time: 0.0000000000, propagate_forward_time: 9.2615928650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890275955
validation[          , genome  7154] predictions:    9820/  10000 (98.20%), best:    9832/10000 (98.32%), error:       599.76788, best error:       568.24585 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 120.0388488770s, input_fired_time: 1.4657832384, output_fired_time: 0.8567699194, propagate_forward_time: 46.6535263062, propagate_backward_time: 68.8224716187, weight_update_time: 0.1177658811, other_time: 2.2402954102
epoch time: 11.0188541412s, input_fired_time: 0.1681917012, output_fired_time: 0.0000000000, propagate_forward_time: 10.4289779663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216842651
validation[          , genome  7154] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       611.32953, best error:       568.24585 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.9081649780s, input_fired_time: 1.4550102949, output_fired_time: 0.8516481519, propagate_forward_time: 46.4524650574, propagate_backward_time: 68.9443206787, weight_update_time: 0.1179725155, other_time: 2.2047271729
epoch time: 9.8166561127s, input_fired_time: 0.1572625190, output_fired_time: 0.0000000000, propagate_forward_time: 9.2749824524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844108582
validation[          , genome  7154] predictions:    9831/  10000 (98.31%), best:    9832/10000 (98.32%), error:       572.38483, best error:       568.24585 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 120.8907318115s, input_fired_time: 1.4533671141, output_fired_time: 0.8571550250, propagate_forward_time: 47.0818862915, propagate_backward_time: 69.2780151367, weight_update_time: 0.1189383343, other_time: 2.2203063965
epoch time: 9.5651340485s, input_fired_time: 0.1543777436, output_fired_time: 0.0000000000, propagate_forward_time: 9.0325412750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782148361
validation[          , genome  7154] predictions:    9793/  10000 (97.93%), best:    9832/10000 (98.32%), error:       643.70374, best error:       568.24585 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.4123001099s, input_fired_time: 1.4440093040, output_fired_time: 0.8485396504, propagate_forward_time: 46.4017524719, propagate_backward_time: 68.5195312500, weight_update_time: 0.1176835895, other_time: 2.1984710693
epoch time: 9.7996444702s, input_fired_time: 0.1572103053, output_fired_time: 0.0000000000, propagate_forward_time: 9.2575063705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849277496
validation[          , genome  7154] predictions:    9758/  10000 (97.58%), best:    9832/10000 (98.32%), error:       746.93048, best error:       568.24585 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 118.8968429565s, input_fired_time: 1.4400997162, output_fired_time: 0.8456863761, propagate_forward_time: 46.0232849121, propagate_backward_time: 68.3769302368, weight_update_time: 0.1177194417, other_time: 2.2108383179
epoch time: 9.8087701797s, input_fired_time: 0.1568937749, output_fired_time: 0.0000000000, propagate_forward_time: 9.2663412094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855352402
validation[          , genome  7154] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       599.21667, best error:       568.24585 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.8101577759s, input_fired_time: 1.4412403107, output_fired_time: 0.8550133705, propagate_forward_time: 46.4442405701, propagate_backward_time: 68.8600082397, weight_update_time: 0.1178368032, other_time: 2.2096633911
epoch time: 9.7637720108s, input_fired_time: 0.1603213996, output_fired_time: 0.0000000000, propagate_forward_time: 9.2131376266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903131485
validation[          , genome  7154] predictions:    9825/  10000 (98.25%), best:    9832/10000 (98.32%), error:       590.00446, best error:       568.24585 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 121.5631408691s, input_fired_time: 1.4551479816, output_fired_time: 0.8686341047, propagate_forward_time: 47.0468101501, propagate_backward_time: 69.9421997070, weight_update_time: 0.1201608628, other_time: 2.2503509521
epoch time: 9.8579072952s, input_fired_time: 0.1586918086, output_fired_time: 0.0000000000, propagate_forward_time: 9.3007984161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984174728
validation[          , genome  7154] predictions:    9824/  10000 (98.24%), best:    9832/10000 (98.32%), error:       629.75342, best error:       568.24585 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 120.9370956421s, input_fired_time: 1.4781956673, output_fired_time: 0.8723122478, propagate_forward_time: 46.7731895447, propagate_backward_time: 69.5402679443, weight_update_time: 0.1204547286, other_time: 2.2731323242
epoch time: 9.7947664261s, input_fired_time: 0.1563266069, output_fired_time: 0.0000000000, propagate_forward_time: 9.2556333542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828067780
validation[          , genome  7154] predictions:    9803/  10000 (98.03%), best:    9832/10000 (98.32%), error:       658.45343, best error:       568.24585 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 117.8566207886s, input_fired_time: 1.4416047335, output_fired_time: 0.8465346098, propagate_forward_time: 45.7724075317, propagate_backward_time: 67.6256866455, weight_update_time: 0.1163950264, other_time: 2.1703872681
epoch time: 9.4883995056s, input_fired_time: 0.1534770429, output_fired_time: 0.0000000000, propagate_forward_time: 8.9608678818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740549088
validation[          , genome  7154] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       568.00696, best error:       568.00696 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 122.5739440918s, input_fired_time: 1.4753531218, output_fired_time: 0.8721068501, propagate_forward_time: 47.5569725037, propagate_backward_time: 70.4288864136, weight_update_time: 0.1213435531, other_time: 2.2406234741
epoch time: 9.4814472198s, input_fired_time: 0.1538064629, output_fired_time: 0.0000000000, propagate_forward_time: 8.9542970657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733434677
validation[          , genome  7154] predictions:    9825/  10000 (98.25%), best:    9823/10000 (98.23%), error:       592.18396, best error:       568.00696 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.7693557739s, input_fired_time: 1.4593685865, output_fired_time: 0.8589087129, propagate_forward_time: 46.7784423828, propagate_backward_time: 69.4352493286, weight_update_time: 0.1188961118, other_time: 2.2373886108
epoch time: 9.7234640121s, input_fired_time: 0.1564912498, output_fired_time: 0.0000000000, propagate_forward_time: 9.1764059067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905668259
validation[          , genome  7154] predictions:    9816/  10000 (98.16%), best:    9823/10000 (98.23%), error:       605.91577, best error:       568.00696 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 123.3049316406s, input_fired_time: 1.4690686464, output_fired_time: 0.8721859455, propagate_forward_time: 47.9007606506, propagate_backward_time: 70.7919845581, weight_update_time: 0.1208946705, other_time: 2.2709274292
epoch time: 9.7289152145s, input_fired_time: 0.1553303301, output_fired_time: 0.0000000000, propagate_forward_time: 9.1925115585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810729980
validation[          , genome  7154] predictions:    9813/  10000 (98.13%), best:    9823/10000 (98.23%), error:       583.08984, best error:       568.00696 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 120.6535339355s, input_fired_time: 1.4538899660, output_fired_time: 0.8613003492, propagate_forward_time: 46.8311424255, propagate_backward_time: 69.2776260376, weight_update_time: 0.1186152399, other_time: 2.2295761108
epoch time: 9.6652612686s, input_fired_time: 0.1563346535, output_fired_time: 0.0000000000, propagate_forward_time: 9.1299467087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789796829
validation[          , genome  7154] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       584.76807, best error:       568.00696 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 117.5761032104s, input_fired_time: 1.4343976974, output_fired_time: 0.8479626775, propagate_forward_time: 45.4861640930, propagate_backward_time: 67.6293716431, weight_update_time: 0.1160155088, other_time: 2.1782150269
epoch time: 10.0150604248s, input_fired_time: 0.1600495279, output_fired_time: 0.0000000000, propagate_forward_time: 9.4586486816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963623047
validation[          , genome  7154] predictions:    9830/  10000 (98.30%), best:    9823/10000 (98.23%), error:       573.06799, best error:       568.00696 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.1052551270s, input_fired_time: 1.4515367746, output_fired_time: 0.8599117398, propagate_forward_time: 46.5445175171, propagate_backward_time: 69.0266647339, weight_update_time: 0.1183832213, other_time: 2.2226257324
epoch time: 9.7182369232s, input_fired_time: 0.1545308679, output_fired_time: 0.0000000000, propagate_forward_time: 9.1802377701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834686279
validation[          , genome  7154] predictions:    9754/  10000 (97.54%), best:    9823/10000 (98.23%), error:       793.77936, best error:       568.00696 on epoch:    94, 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: 48.4605827332s, input_fired_time: 0.7901430726, output_fired_time: 0.0000000000, propagate_forward_time: 45.7275695801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9428710938
best training[          , genome  7154] predictions:   49898/  50000 (99.80%), best:    9823/10000 (98.23%), error:       645.50891, best error:       568.00696 on epoch:    94, 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: 9.5230131149s, input_fired_time: 0.1521754414, output_fired_time: 0.0000000000, propagate_forward_time: 8.9850740433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857631683
   testing[          , genome  7154] predictions:    9828/  10000 (98.28%), best:    9823/10000 (98.23%), error:       551.87097, best error:       568.00696 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:53:38 (7139): called boinc_finish(0)

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