Nameexact_genome_1512568488_43_7118_2
Workunit2606864
Created8 Dec 2017, 0:09:12 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline17 Dec 2017, 11:00:44 UTC
Received8 Dec 2017, 18:12:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time5 hours 41 min 25 sec
CPU time4 hours 40 min 27 sec
Validate stateValid
Credit2,362.51
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.22 MB
Peak swap size158.18 MB
Peak disk usage1.96 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.20%), error:       962.44763, best error:       962.44763 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 152.2295989990s, input_fired_time: 1.4095491171, output_fired_time: 1.2338788509, propagate_forward_time: 58.0867042542, propagate_backward_time: 88.5873489380, weight_update_time: 0.1486864090, other_time: 2.9121322632
epoch time: 12.8880538940s, input_fired_time: 0.2223648429, output_fired_time: 0.0000000000, propagate_forward_time: 12.1480894089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176000595
validation[          , genome  7118] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:       998.44366, best error:       962.44763 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 146.5814361572s, input_fired_time: 1.4435923100, output_fired_time: 1.2190928459, propagate_forward_time: 55.3884468079, propagate_backward_time: 85.6857986450, weight_update_time: 0.1473940313, other_time: 2.8445205688
epoch time: 12.7869310379s, input_fired_time: 0.2189011574, output_fired_time: 0.0000000000, propagate_forward_time: 11.9154176712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526117325
validation[          , genome  7118] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:      1008.90430, best error:       962.44763 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 156.9712677002s, input_fired_time: 1.4332239628, output_fired_time: 1.2594554424, propagate_forward_time: 59.9145202637, propagate_backward_time: 91.3037567139, weight_update_time: 0.1520922184, other_time: 3.0603027344
epoch time: 14.3759298325s, input_fired_time: 0.1856831759, output_fired_time: 0.0000000000, propagate_forward_time: 13.5473775864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428689957
validation[          , genome  7118] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:      1031.48535, best error:       962.44763 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 155.9532470703s, input_fired_time: 1.5424951315, output_fired_time: 1.3963062763, propagate_forward_time: 59.3298645020, propagate_backward_time: 90.7078475952, weight_update_time: 0.1521352381, other_time: 2.9767379761
epoch time: 11.8234577179s, input_fired_time: 0.1747062206, output_fired_time: 0.0000000000, propagate_forward_time: 11.1310768127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176744461
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       880.06134, best error:       880.06134 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 149.3523712158s, input_fired_time: 1.4868944883, output_fired_time: 1.2239766121, propagate_forward_time: 56.7015419006, propagate_backward_time: 87.0709152222, weight_update_time: 0.1492900699, other_time: 2.8690414429
epoch time: 13.8146896362s, input_fired_time: 0.1780690998, output_fired_time: 0.0000000000, propagate_forward_time: 13.1097593307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268611908
validation[          , genome  7118] predictions:    9700/  10000 (97.00%), best:    9729/10000 (97.29%), error:       960.72095, best error:       880.06134 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 258.4180297852s, input_fired_time: 2.4851236343, output_fired_time: 1.8478034735, propagate_forward_time: 98.1853027344, propagate_backward_time: 150.0639343262, weight_update_time: 0.6850836277, other_time: 5.8358612061
epoch time: 22.3859939575s, input_fired_time: 0.1965750605, output_fired_time: 0.0000000000, propagate_forward_time: 21.3001213074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8892974854
validation[          , genome  7118] predictions:    9722/  10000 (97.22%), best:    9729/10000 (97.29%), error:       886.90295, best error:       880.06134 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 254.9262084961s, input_fired_time: 2.9232442379, output_fired_time: 1.9406472445, propagate_forward_time: 97.5497283936, propagate_backward_time: 146.4590606689, weight_update_time: 0.4502736628, other_time: 6.0535278320
epoch time: 19.6117305756s, input_fired_time: 0.1960948259, output_fired_time: 0.0000000000, propagate_forward_time: 18.4620094299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9536266327
validation[          , genome  7118] predictions:    9712/  10000 (97.12%), best:    9729/10000 (97.29%), error:       983.95258, best error:       880.06134 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 233.8568725586s, input_fired_time: 1.7964814901, output_fired_time: 1.4410313368, propagate_forward_time: 89.0195541382, propagate_backward_time: 136.3928833008, weight_update_time: 0.6689511538, other_time: 5.2069396973
epoch time: 18.5588493347s, input_fired_time: 0.1971843988, output_fired_time: 0.0000000000, propagate_forward_time: 17.7517871857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098785400
validation[          , genome  7118] predictions:    9696/  10000 (96.96%), best:    9729/10000 (97.29%), error:      1021.10474, best error:       880.06134 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 236.7174377441s, input_fired_time: 2.1103332043, output_fired_time: 1.7525011301, propagate_forward_time: 89.9024658203, propagate_backward_time: 137.6628570557, weight_update_time: 0.4189537466, other_time: 5.2892761230
epoch time: 19.2207393646s, input_fired_time: 0.1969544888, output_fired_time: 0.0000000000, propagate_forward_time: 17.9461917877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0775928497
validation[          , genome  7118] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       853.96075, best error:       853.96075 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 237.3607635498s, input_fired_time: 2.1725404263, output_fired_time: 2.4112138748, propagate_forward_time: 89.7470245361, propagate_backward_time: 138.5710906982, weight_update_time: 0.1685039550, other_time: 4.4588928223
epoch time: 19.0595378876s, input_fired_time: 0.2436731607, output_fired_time: 0.0000000000, propagate_forward_time: 17.9874801636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8283843994
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       916.00500, best error:       853.96075 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 271.2940063477s, input_fired_time: 1.8950244188, output_fired_time: 1.8006279469, propagate_forward_time: 106.1304168701, propagate_backward_time: 156.1857452393, weight_update_time: 0.2630060017, other_time: 5.2821960449
epoch time: 18.5089168549s, input_fired_time: 0.1967675537, output_fired_time: 0.0000000000, propagate_forward_time: 17.2355480194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0766010284
validation[          , genome  7118] predictions:    9715/  10000 (97.15%), best:    9761/10000 (97.61%), error:       935.75214, best error:       853.96075 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 230.7236633301s, input_fired_time: 2.2984447479, output_fired_time: 1.4124969244, propagate_forward_time: 89.9332580566, propagate_backward_time: 132.8864135742, weight_update_time: 0.1685178876, other_time: 4.1930541992
epoch time: 19.2038440704s, input_fired_time: 0.4472555518, output_fired_time: 0.0000000000, propagate_forward_time: 18.1794166565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771713257
validation[          , genome  7118] predictions:    9708/  10000 (97.08%), best:    9761/10000 (97.61%), error:       965.37689, best error:       853.96075 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 381.9715881348s, input_fired_time: 4.6982793808, output_fired_time: 3.3392846584, propagate_forward_time: 146.7870330811, propagate_backward_time: 220.0556030273, weight_update_time: 0.1688480824, other_time: 7.0913848877
epoch time: 31.1665573120s, input_fired_time: 0.3218522668, output_fired_time: 0.0000000000, propagate_forward_time: 29.9374408722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9072647095
validation[          , genome  7118] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       842.27338, best error:       842.27338 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 386.5775451660s, input_fired_time: 3.5986485481, output_fired_time: 2.7333726883, propagate_forward_time: 153.2622070313, propagate_backward_time: 219.4344177246, weight_update_time: 0.3564063907, other_time: 7.5488891602
epoch time: 12.7950077057s, input_fired_time: 0.1830319911, output_fired_time: 0.0000000000, propagate_forward_time: 12.0255594254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864162445
validation[          , genome  7118] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:       945.13898, best error:       842.27338 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 154.6277770996s, input_fired_time: 1.4551175833, output_fired_time: 1.2693396807, propagate_forward_time: 58.8322257996, propagate_backward_time: 89.9486007690, weight_update_time: 0.1685425043, other_time: 3.1224899292
epoch time: 13.7650642395s, input_fired_time: 0.1848628819, output_fired_time: 0.0000000000, propagate_forward_time: 12.9797477722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004533768
validation[          , genome  7118] predictions:    9712/  10000 (97.12%), best:    9747/10000 (97.47%), error:       922.92773, best error:       842.27338 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 165.1842193604s, input_fired_time: 1.6184326410, output_fired_time: 1.5768384933, propagate_forward_time: 62.9090538025, propagate_backward_time: 96.0528793335, weight_update_time: 0.1591532677, other_time: 3.0270004272
epoch time: 13.1217155457s, input_fired_time: 0.1728071719, output_fired_time: 0.0000000000, propagate_forward_time: 12.3800210953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688877106
validation[          , genome  7118] predictions:    9648/  10000 (96.48%), best:    9747/10000 (97.47%), error:      1122.95166, best error:       842.27338 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 159.8768920898s, input_fired_time: 1.5019789934, output_fired_time: 1.3385016918, propagate_forward_time: 60.9539642334, propagate_backward_time: 93.0951385498, weight_update_time: 0.1521337181, other_time: 2.9873046875
epoch time: 11.7515306473s, input_fired_time: 0.1721006483, output_fired_time: 0.0000000000, propagate_forward_time: 11.0410966873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383329391
validation[          , genome  7118] predictions:    9741/  10000 (97.41%), best:    9747/10000 (97.47%), error:       873.64966, best error:       842.27338 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 161.4249420166s, input_fired_time: 1.5088447332, output_fired_time: 1.4680125713, propagate_forward_time: 61.1523475647, propagate_backward_time: 94.3159332275, weight_update_time: 0.1558446884, other_time: 2.9797973633
epoch time: 13.7575788498s, input_fired_time: 0.2565732002, output_fired_time: 0.0000000000, propagate_forward_time: 12.8621845245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388206482
validation[          , genome  7118] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       923.28766, best error:       842.27338 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 155.2551879883s, input_fired_time: 1.4508293867, output_fired_time: 1.2750116587, propagate_forward_time: 59.0899391174, propagate_backward_time: 90.4377975464, weight_update_time: 0.1537433863, other_time: 3.0016098022
epoch time: 14.0147294998s, input_fired_time: 0.2430034280, output_fired_time: 0.0000000000, propagate_forward_time: 13.1545104980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172151566
validation[          , genome  7118] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       949.25494, best error:       842.27338 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.9200134277s, input_fired_time: 1.5642693043, output_fired_time: 1.3481043577, propagate_forward_time: 60.3815155029, propagate_backward_time: 92.6288070679, weight_update_time: 0.1569581777, other_time: 2.9973220825
epoch time: 12.6943225861s, input_fired_time: 0.1855331361, output_fired_time: 0.0000000000, propagate_forward_time: 11.9676694870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411195755
validation[          , genome  7118] predictions:    9685/  10000 (96.85%), best:    9747/10000 (97.47%), error:      1045.89246, best error:       842.27338 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 156.7906799316s, input_fired_time: 1.5077514648, output_fired_time: 1.3296953440, propagate_forward_time: 59.5974998474, propagate_backward_time: 91.3721847534, weight_update_time: 0.1513492614, other_time: 2.9835433960
epoch time: 11.6178169250s, input_fired_time: 0.1740472913, output_fired_time: 0.0000000000, propagate_forward_time: 10.9320583344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117111206
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9747/10000 (97.47%), error:       846.04034, best error:       842.27338 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 157.9282989502s, input_fired_time: 1.5026974678, output_fired_time: 1.3488359451, propagate_forward_time: 59.8513565063, propagate_backward_time: 92.0401840210, weight_update_time: 0.1525151283, other_time: 3.1852264404
epoch time: 12.3013839722s, input_fired_time: 0.1821963638, output_fired_time: 0.0000000000, propagate_forward_time: 11.5873422623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318450928
validation[          , genome  7118] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       964.28357, best error:       842.27338 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 149.5378723145s, input_fired_time: 1.4093731642, output_fired_time: 1.2176818848, propagate_forward_time: 56.8004837036, propagate_backward_time: 87.1760482788, weight_update_time: 0.1475784183, other_time: 2.9342803955
epoch time: 11.9971055984s, input_fired_time: 0.1731716990, output_fired_time: 0.0000000000, propagate_forward_time: 11.3178453445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060882568
validation[          , genome  7118] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       873.14673, best error:       842.27338 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 153.0976715088s, input_fired_time: 1.5333229303, output_fired_time: 1.5475587845, propagate_forward_time: 58.0408859253, propagate_backward_time: 89.1144638062, weight_update_time: 0.1486438960, other_time: 2.8614349365
epoch time: 11.8563547134s, input_fired_time: 0.1781586409, output_fired_time: 0.0000000000, propagate_forward_time: 11.1582632065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199327469
validation[          , genome  7118] predictions:    9712/  10000 (97.12%), best:    9747/10000 (97.47%), error:       887.14740, best error:       842.27338 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.7298889160s, input_fired_time: 1.5129114389, output_fired_time: 1.2043859959, propagate_forward_time: 56.3095741272, propagate_backward_time: 87.7644729614, weight_update_time: 0.1468667239, other_time: 2.9385452271
epoch time: 12.2704811096s, input_fired_time: 0.1770916730, output_fired_time: 0.0000000000, propagate_forward_time: 11.5796327591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137567520
validation[          , genome  7118] predictions:    9691/  10000 (96.91%), best:    9747/10000 (97.47%), error:       978.93372, best error:       842.27338 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 179.6167449951s, input_fired_time: 1.9191284180, output_fired_time: 1.3677129745, propagate_forward_time: 68.2677383423, propagate_backward_time: 104.5403366089, weight_update_time: 0.3261769116, other_time: 3.5218353271
epoch time: 19.8397865295s, input_fired_time: 0.1975217909, output_fired_time: 0.0000000000, propagate_forward_time: 18.3146648407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3276004791
validation[          , genome  7118] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       834.88086, best error:       834.88086 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 299.9692382813s, input_fired_time: 2.2729632854, output_fired_time: 1.9699041843, propagate_forward_time: 115.1835174561, propagate_backward_time: 173.6741485596, weight_update_time: 0.1758610606, other_time: 6.8687133789
epoch time: 44.2407989502s, input_fired_time: 0.6675324440, output_fired_time: 0.0000000000, propagate_forward_time: 41.6029281616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9703369141
validation[          , genome  7118] predictions:    9710/  10000 (97.10%), best:    9764/10000 (97.64%), error:       968.86493, best error:       834.88086 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 542.7357177734s, input_fired_time: 4.4330863953, output_fired_time: 4.9377951622, propagate_forward_time: 209.6314239502, propagate_backward_time: 312.6185913086, weight_update_time: 0.4035478532, other_time: 11.1148071289
epoch time: 40.8601493835s, input_fired_time: 0.1997725517, output_fired_time: 0.0000000000, propagate_forward_time: 38.3646888733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2956886292
validation[          , genome  7118] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       813.37793, best error:       813.37793 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 452.1727600098s, input_fired_time: 3.5901746750, output_fired_time: 2.7841923237, propagate_forward_time: 169.4342193604, propagate_backward_time: 265.6239624023, weight_update_time: 0.3720885217, other_time: 10.7402343750
epoch time: 23.4780769348s, input_fired_time: 0.1988135874, output_fired_time: 0.0000000000, propagate_forward_time: 22.3586215973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9206409454
validation[          , genome  7118] predictions:    9609/  10000 (96.09%), best:    9750/10000 (97.50%), error:      1270.97302, best error:       813.37793 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 266.0306396484s, input_fired_time: 2.0243532658, output_fired_time: 1.6594240665, propagate_forward_time: 102.6835327148, propagate_backward_time: 153.8773651123, weight_update_time: 0.1689949632, other_time: 5.7859649658
epoch time: 24.3329849243s, input_fired_time: 0.1979923546, output_fired_time: 0.0000000000, propagate_forward_time: 23.1031627655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0318298340
validation[          , genome  7118] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       878.15289, best error:       813.37793 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 221.2405090332s, input_fired_time: 1.8269631863, output_fired_time: 1.5587958097, propagate_forward_time: 83.4171905518, propagate_backward_time: 130.3411102295, weight_update_time: 0.1634321064, other_time: 4.0964508057
epoch time: 13.3831424713s, input_fired_time: 0.1917166412, output_fired_time: 0.0000000000, propagate_forward_time: 12.6442041397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472221375
validation[          , genome  7118] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       801.27954, best error:       801.27954 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 166.1821899414s, input_fired_time: 1.5739364624, output_fired_time: 1.3109706640, propagate_forward_time: 63.6064872742, propagate_backward_time: 96.5884704590, weight_update_time: 0.2662266493, other_time: 3.1023101807
epoch time: 14.1375980377s, input_fired_time: 0.1779769063, output_fired_time: 0.0000000000, propagate_forward_time: 13.3298110962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298103333
validation[          , genome  7118] predictions:    9717/  10000 (97.17%), best:    9755/10000 (97.55%), error:       954.36316, best error:       801.27954 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 167.2622375488s, input_fired_time: 1.7957131863, output_fired_time: 1.3365374804, propagate_forward_time: 64.2875976563, propagate_backward_time: 96.6657714844, weight_update_time: 0.1602085084, other_time: 3.1766204834
epoch time: 12.7472610474s, input_fired_time: 0.1881581545, output_fired_time: 0.0000000000, propagate_forward_time: 12.0151958466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439071655
validation[          , genome  7118] predictions:    9760/  10000 (97.60%), best:    9755/10000 (97.55%), error:       827.50879, best error:       801.27954 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 168.1358795166s, input_fired_time: 1.5918877125, output_fired_time: 1.5237429142, propagate_forward_time: 64.3214492798, propagate_backward_time: 97.5890579224, weight_update_time: 0.1562122554, other_time: 3.1097412109
epoch time: 14.3608207703s, input_fired_time: 0.1866692603, output_fired_time: 0.0000000000, propagate_forward_time: 13.6281318665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460195541
validation[          , genome  7118] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       842.91321, best error:       801.27954 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 160.6156311035s, input_fired_time: 1.4608665705, output_fired_time: 1.2793642282, propagate_forward_time: 62.3301620483, propagate_backward_time: 92.5995864868, weight_update_time: 0.1541494876, other_time: 2.9456634521
epoch time: 12.7077903748s, input_fired_time: 0.1781366467, output_fired_time: 0.0000000000, propagate_forward_time: 12.0092802048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203733444
validation[          , genome  7118] predictions:    9701/  10000 (97.01%), best:    9755/10000 (97.55%), error:       926.96790, best error:       801.27954 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 157.8376464844s, input_fired_time: 1.5778578520, output_fired_time: 1.5142333508, propagate_forward_time: 59.5574073792, propagate_backward_time: 92.0399475098, weight_update_time: 0.1536466479, other_time: 3.1482086182
epoch time: 11.9967088699s, input_fired_time: 0.1742679328, output_fired_time: 0.0000000000, propagate_forward_time: 11.3134918213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089492798
validation[          , genome  7118] predictions:    9739/  10000 (97.39%), best:    9755/10000 (97.55%), error:       864.97174, best error:       801.27954 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 159.7309112549s, input_fired_time: 1.4619897604, output_fired_time: 1.2478106022, propagate_forward_time: 60.7480392456, propagate_backward_time: 92.8241882324, weight_update_time: 0.1521945894, other_time: 3.4488754272
epoch time: 13.9293270111s, input_fired_time: 0.1834810227, output_fired_time: 0.0000000000, propagate_forward_time: 13.2140130997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318326950
validation[          , genome  7118] predictions:    9692/  10000 (96.92%), best:    9755/10000 (97.55%), error:       996.74493, best error:       801.27954 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 155.4349670410s, input_fired_time: 1.4365127087, output_fired_time: 1.2495752573, propagate_forward_time: 59.1588211060, propagate_backward_time: 90.5766906738, weight_update_time: 0.1504881382, other_time: 3.0133743286
epoch time: 12.7197427750s, input_fired_time: 0.1768172085, output_fired_time: 0.0000000000, propagate_forward_time: 12.0330896378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098361969
validation[          , genome  7118] predictions:    9673/  10000 (96.73%), best:    9755/10000 (97.55%), error:      1087.39673, best error:       801.27954 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 156.4616394043s, input_fired_time: 1.5507543087, output_fired_time: 1.2608927488, propagate_forward_time: 58.9133300781, propagate_backward_time: 91.7011413574, weight_update_time: 0.1512161791, other_time: 3.0355224609
epoch time: 12.3863039017s, input_fired_time: 0.1733371019, output_fired_time: 0.0000000000, propagate_forward_time: 11.7096023560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033645630
validation[          , genome  7118] predictions:    9685/  10000 (96.85%), best:    9755/10000 (97.55%), error:      1018.85016, best error:       801.27954 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 151.8464355469s, input_fired_time: 1.5553907156, output_fired_time: 1.2326838970, propagate_forward_time: 57.8827018738, propagate_backward_time: 88.1876831055, weight_update_time: 0.1498608589, other_time: 2.9879760742
epoch time: 11.2647819519s, input_fired_time: 0.1724298298, output_fired_time: 0.0000000000, propagate_forward_time: 10.5899381638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024137497
validation[          , genome  7118] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       855.24048, best error:       801.27954 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 155.7638244629s, input_fired_time: 1.5642665625, output_fired_time: 1.4786044359, propagate_forward_time: 58.6676254272, propagate_backward_time: 91.1037139893, weight_update_time: 0.1510277689, other_time: 2.9496078491
epoch time: 12.0232162476s, input_fired_time: 0.1767716706, output_fired_time: 0.0000000000, propagate_forward_time: 11.3334770203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129671097
validation[          , genome  7118] predictions:    9660/  10000 (96.60%), best:    9755/10000 (97.55%), error:      1088.23108, best error:       801.27954 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 155.2870788574s, input_fired_time: 1.4473996162, output_fired_time: 1.2605862617, propagate_forward_time: 58.6713371277, propagate_backward_time: 90.7469482422, weight_update_time: 0.1522196829, other_time: 3.1607971191
epoch time: 13.0644798279s, input_fired_time: 0.2834483683, output_fired_time: 0.0000000000, propagate_forward_time: 12.1448802948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6361513138
validation[          , genome  7118] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       974.40283, best error:       801.27954 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 156.6314849854s, input_fired_time: 1.4506188631, output_fired_time: 1.3523021936, propagate_forward_time: 60.1114082336, propagate_backward_time: 90.7877349854, weight_update_time: 0.1526774317, other_time: 2.9294281006
epoch time: 13.0856370926s, input_fired_time: 0.1806428879, output_fired_time: 0.0000000000, propagate_forward_time: 12.3785142899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264797211
validation[          , genome  7118] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       771.63788, best error:       771.63788 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 243.4334411621s, input_fired_time: 1.7292598486, output_fired_time: 2.1575465202, propagate_forward_time: 93.9032897949, propagate_backward_time: 141.3286437988, weight_update_time: 0.6647757292, other_time: 4.3146972656
epoch time: 20.1963729858s, input_fired_time: 0.3095735610, output_fired_time: 0.0000000000, propagate_forward_time: 19.0592689514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8275299072
validation[          , genome  7118] predictions:    9712/  10000 (97.12%), best:    9773/10000 (97.73%), error:       928.08832, best error:       771.63788 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 263.7259521484s, input_fired_time: 3.0329287052, output_fired_time: 2.1709442139, propagate_forward_time: 98.5387802124, propagate_backward_time: 154.5883789063, weight_update_time: 0.1689248979, other_time: 5.3949279785
epoch time: 21.5152530670s, input_fired_time: 0.6545276046, output_fired_time: 0.0000000000, propagate_forward_time: 20.0325202942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8282051086
validation[          , genome  7118] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       841.46838, best error:       771.63788 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 264.0305786133s, input_fired_time: 2.6102447510, output_fired_time: 2.0769701004, propagate_forward_time: 100.5152740479, propagate_backward_time: 154.8131561279, weight_update_time: 0.1688956618, other_time: 4.0149536133
epoch time: 20.5966167450s, input_fired_time: 0.2937260270, output_fired_time: 0.0000000000, propagate_forward_time: 19.4716949463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8311958313
validation[          , genome  7118] predictions:    9677/  10000 (96.77%), best:    9773/10000 (97.73%), error:      1044.42090, best error:       771.63788 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 267.4298706055s, input_fired_time: 2.3749873638, output_fired_time: 2.6113994122, propagate_forward_time: 103.1830444336, propagate_backward_time: 152.7950286865, weight_update_time: 0.1685608029, other_time: 6.4654083252
epoch time: 24.5166339874s, input_fired_time: 0.5289757252, output_fired_time: 0.0000000000, propagate_forward_time: 23.4094390869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782184601
validation[          , genome  7118] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       838.88177, best error:       771.63788 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 264.0221862793s, input_fired_time: 2.0486793518, output_fired_time: 1.5206974745, propagate_forward_time: 100.3918533325, propagate_backward_time: 154.1311798096, weight_update_time: 0.1691296101, other_time: 5.9297943115
epoch time: 20.7862739563s, input_fired_time: 0.2002425790, output_fired_time: 0.0000000000, propagate_forward_time: 19.3675651550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2184658051
validation[          , genome  7118] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       897.72992, best error:       771.63788 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 236.3226928711s, input_fired_time: 1.8215352297, output_fired_time: 2.4570870399, propagate_forward_time: 89.4973602295, propagate_backward_time: 137.2705535889, weight_update_time: 0.4185325205, other_time: 5.2761535645
epoch time: 18.7492904663s, input_fired_time: 0.1999400556, output_fired_time: 0.0000000000, propagate_forward_time: 17.9727230072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5766277313
validation[          , genome  7118] predictions:    9708/  10000 (97.08%), best:    9773/10000 (97.73%), error:       965.87469, best error:       771.63788 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 233.3138122559s, input_fired_time: 1.5636124611, output_fired_time: 2.2068684101, propagate_forward_time: 88.4976272583, propagate_backward_time: 136.0724945068, weight_update_time: 0.4499133825, other_time: 4.9732208252
epoch time: 19.4669303894s, input_fired_time: 0.2006240338, output_fired_time: 0.0000000000, propagate_forward_time: 18.4057960510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8605098724
validation[          , genome  7118] predictions:    9726/  10000 (97.26%), best:    9773/10000 (97.73%), error:       909.05768, best error:       771.63788 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 232.8322448730s, input_fired_time: 1.8143129349, output_fired_time: 1.6573494673, propagate_forward_time: 90.3271484375, propagate_backward_time: 135.3088073730, weight_update_time: 0.1691838950, other_time: 3.7246246338
epoch time: 19.2450466156s, input_fired_time: 0.4508882463, output_fired_time: 0.0000000000, propagate_forward_time: 17.6842556000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1099033356
validation[          , genome  7118] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       769.06146, best error:       769.06146 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 206.5218505859s, input_fired_time: 1.8203153610, output_fired_time: 2.0312626362, propagate_forward_time: 77.3249359131, propagate_backward_time: 121.1483154297, weight_update_time: 0.2241636217, other_time: 4.1970214844
epoch time: 12.7217235565s, input_fired_time: 0.2117156386, output_fired_time: 0.0000000000, propagate_forward_time: 11.9440183640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659894943
validation[          , genome  7118] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       860.91534, best error:       769.06146 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 151.9173278809s, input_fired_time: 1.4754415751, output_fired_time: 1.3050215244, propagate_forward_time: 58.0147171021, propagate_backward_time: 88.2039413452, weight_update_time: 0.1505136788, other_time: 2.9181976318
epoch time: 14.2275075912s, input_fired_time: 0.1969673038, output_fired_time: 0.0000000000, propagate_forward_time: 13.3793115616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512289047
validation[          , genome  7118] predictions:    9650/  10000 (96.50%), best:    9766/10000 (97.66%), error:      1140.27795, best error:       769.06146 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 150.9226379395s, input_fired_time: 1.4353480339, output_fired_time: 1.2507880926, propagate_forward_time: 57.2837791443, propagate_backward_time: 87.9865417480, weight_update_time: 0.1500457227, other_time: 2.9661712646
epoch time: 12.0629043579s, input_fired_time: 0.1820581555, output_fired_time: 0.0000000000, propagate_forward_time: 11.3553600311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254859924
validation[          , genome  7118] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       938.03552, best error:       769.06146 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 153.6522979736s, input_fired_time: 1.4599736929, output_fired_time: 1.2809962034, propagate_forward_time: 58.3138122559, propagate_backward_time: 89.6457366943, weight_update_time: 0.1532845944, other_time: 2.9517822266
epoch time: 12.7149553299s, input_fired_time: 0.1892395169, output_fired_time: 0.0000000000, propagate_forward_time: 11.9807710648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449447632
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       909.40228, best error:       769.06146 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 152.2606353760s, input_fired_time: 1.4595664740, output_fired_time: 1.3090085983, propagate_forward_time: 58.0574836731, propagate_backward_time: 88.5017013550, weight_update_time: 0.1508551985, other_time: 2.9328842163
epoch time: 13.6128892899s, input_fired_time: 0.1790311933, output_fired_time: 0.0000000000, propagate_forward_time: 12.8439731598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898847580
validation[          , genome  7118] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       827.34186, best error:       769.06146 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 152.7120819092s, input_fired_time: 1.4739539623, output_fired_time: 1.2664042711, propagate_forward_time: 57.9677314758, propagate_backward_time: 89.0083694458, weight_update_time: 0.1528771222, other_time: 2.9956283569
epoch time: 12.7948713303s, input_fired_time: 0.1861854345, output_fired_time: 0.0000000000, propagate_forward_time: 12.0585203171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501651764
validation[          , genome  7118] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       909.63141, best error:       769.06146 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 151.6244201660s, input_fired_time: 1.4531718493, output_fired_time: 1.3343622684, propagate_forward_time: 57.5255813599, propagate_backward_time: 88.3966064453, weight_update_time: 0.1522693038, other_time: 2.9146957397
epoch time: 11.8611841202s, input_fired_time: 0.1757870615, output_fired_time: 0.0000000000, propagate_forward_time: 11.1781673431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072298050
validation[          , genome  7118] predictions:    9743/  10000 (97.43%), best:    9766/10000 (97.66%), error:       844.28113, best error:       769.06146 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 155.2979125977s, input_fired_time: 1.4890685081, output_fired_time: 1.2934657335, propagate_forward_time: 59.0465164185, propagate_backward_time: 90.3752975464, weight_update_time: 0.1529779136, other_time: 3.0935516357
epoch time: 12.5998239517s, input_fired_time: 0.1816223711, output_fired_time: 0.0000000000, propagate_forward_time: 11.8960819244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221195221
validation[          , genome  7118] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       895.67896, best error:       769.06146 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 156.6793975830s, input_fired_time: 1.5027412176, output_fired_time: 1.3194483519, propagate_forward_time: 59.6151504517, propagate_backward_time: 91.2340393066, weight_update_time: 0.1548375040, other_time: 3.0080184937
epoch time: 12.0956153870s, input_fired_time: 0.1796373576, output_fired_time: 0.0000000000, propagate_forward_time: 11.3989887238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169897079
validation[          , genome  7118] predictions:    9654/  10000 (96.54%), best:    9766/10000 (97.66%), error:      1133.11792, best error:       769.06146 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 158.3805847168s, input_fired_time: 1.5599087477, output_fired_time: 1.2822029591, propagate_forward_time: 60.4386138916, propagate_backward_time: 92.0319442749, weight_update_time: 0.1694370359, other_time: 3.0679244995
epoch time: 12.9837465286s, input_fired_time: 0.1822952032, output_fired_time: 0.0000000000, propagate_forward_time: 12.2130823135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883693695
validation[          , genome  7118] predictions:    9684/  10000 (96.84%), best:    9766/10000 (97.66%), error:      1003.18958, best error:       769.06146 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 153.0842132568s, input_fired_time: 1.5013487339, output_fired_time: 1.2531094551, propagate_forward_time: 57.9816207886, propagate_backward_time: 89.4083862305, weight_update_time: 0.1525427997, other_time: 2.9397506714
epoch time: 11.4806213379s, input_fired_time: 0.1776610166, output_fired_time: 0.0000000000, propagate_forward_time: 10.7951850891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077753067
validation[          , genome  7118] predictions:    9770/  10000 (97.70%), best:    9766/10000 (97.66%), error:       788.40845, best error:       769.06146 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 155.0843811035s, input_fired_time: 1.5399212837, output_fired_time: 1.3087165356, propagate_forward_time: 58.9764366150, propagate_backward_time: 90.3410110474, weight_update_time: 0.1522473097, other_time: 2.9182968140
epoch time: 11.5413627625s, input_fired_time: 0.1779707372, output_fired_time: 0.0000000000, propagate_forward_time: 10.8546705246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087213516
validation[          , genome  7118] predictions:    9771/  10000 (97.71%), best:    9766/10000 (97.66%), error:       786.65912, best error:       769.06146 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 153.5097351074s, input_fired_time: 1.5123983622, output_fired_time: 1.2904518843, propagate_forward_time: 58.4619140625, propagate_backward_time: 89.1915740967, weight_update_time: 0.1512315422, other_time: 3.0533905029
epoch time: 13.3857984543s, input_fired_time: 0.2088811547, output_fired_time: 0.0000000000, propagate_forward_time: 12.5794601440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974569321
validation[          , genome  7118] predictions:    9700/  10000 (97.00%), best:    9766/10000 (97.66%), error:       983.35767, best error:       769.06146 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 155.1862792969s, input_fired_time: 1.4991716146, output_fired_time: 1.2668296099, propagate_forward_time: 58.9160690308, propagate_backward_time: 90.5160675049, weight_update_time: 0.1536384374, other_time: 2.9881362915
epoch time: 13.4362487793s, input_fired_time: 0.2304233611, output_fired_time: 0.0000000000, propagate_forward_time: 12.5389862061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668395996
validation[          , genome  7118] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       847.45947, best error:       769.06146 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 159.4696044922s, input_fired_time: 1.5082343817, output_fired_time: 1.4022059441, propagate_forward_time: 60.9770050049, propagate_backward_time: 92.6163177490, weight_update_time: 0.1520230621, other_time: 2.9658355713
epoch time: 13.8647613525s, input_fired_time: 0.1847769171, output_fired_time: 0.0000000000, propagate_forward_time: 13.0564517975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235322952
validation[          , genome  7118] predictions:    9720/  10000 (97.20%), best:    9766/10000 (97.66%), error:      1027.94446, best error:       769.06146 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 151.4483032227s, input_fired_time: 1.4542216063, output_fired_time: 1.3239879608, propagate_forward_time: 57.8125457764, propagate_backward_time: 87.9486236572, weight_update_time: 0.1487038881, other_time: 2.9089202881
epoch time: 11.6591796875s, input_fired_time: 0.1753697544, output_fired_time: 0.0000000000, propagate_forward_time: 10.9811925888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026168823
validation[          , genome  7118] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       900.93408, best error:       769.06146 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 151.0063781738s, input_fired_time: 1.5258537531, output_fired_time: 1.2176370621, propagate_forward_time: 57.4641647339, propagate_backward_time: 87.8421478271, weight_update_time: 0.1486791670, other_time: 2.9565811157
epoch time: 11.4765081406s, input_fired_time: 0.1751091629, output_fired_time: 0.0000000000, propagate_forward_time: 10.7973861694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040130615
validation[          , genome  7118] predictions:    9768/  10000 (97.68%), best:    9766/10000 (97.66%), error:       804.58325, best error:       769.06146 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.5335845947s, input_fired_time: 1.4632065296, output_fired_time: 1.2053427696, propagate_forward_time: 54.7895774841, propagate_backward_time: 85.2142410278, weight_update_time: 0.1462129056, other_time: 2.8612136841
epoch time: 13.6668624878s, input_fired_time: 0.1735762358, output_fired_time: 0.0000000000, propagate_forward_time: 12.9519166946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413694382
validation[          , genome  7118] predictions:    9776/  10000 (97.76%), best:    9766/10000 (97.66%), error:       778.04126, best error:       769.06146 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.0005493164s, input_fired_time: 1.4105359316, output_fired_time: 1.1937820911, propagate_forward_time: 54.2666816711, propagate_backward_time: 83.2782363892, weight_update_time: 0.1452205479, other_time: 2.8513107300
epoch time: 11.8480520248s, input_fired_time: 0.1746401936, output_fired_time: 0.0000000000, propagate_forward_time: 11.1776533127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957580566
validation[          , genome  7118] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       893.83777, best error:       769.06146 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 148.4611358643s, input_fired_time: 1.4578887224, output_fired_time: 1.2509226799, propagate_forward_time: 56.1551895142, propagate_backward_time: 86.7501525879, weight_update_time: 0.1447111815, other_time: 2.8469924927
epoch time: 12.5904359818s, input_fired_time: 0.1822869629, output_fired_time: 0.0000000000, propagate_forward_time: 11.8459777832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621709824
validation[          , genome  7118] predictions:    9765/  10000 (97.65%), best:    9766/10000 (97.66%), error:       776.20197, best error:       769.06146 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 154.0063934326s, input_fired_time: 1.4546155930, output_fired_time: 1.3302534819, propagate_forward_time: 58.3936462402, propagate_backward_time: 89.7757492065, weight_update_time: 0.1451130658, other_time: 3.0521316528
epoch time: 12.5076494217s, input_fired_time: 0.2220567018, output_fired_time: 0.0000000000, propagate_forward_time: 11.6956110001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899820328
validation[          , genome  7118] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       890.08344, best error:       769.06146 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 147.2194824219s, input_fired_time: 1.4733679295, output_fired_time: 1.2006635666, propagate_forward_time: 55.4826431274, propagate_backward_time: 86.1073532104, weight_update_time: 0.1451678872, other_time: 2.9554443359
epoch time: 11.9182701111s, input_fired_time: 0.1760025769, output_fired_time: 0.0000000000, propagate_forward_time: 11.2091703415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330972672
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       913.47900, best error:       769.06146 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 145.7895812988s, input_fired_time: 1.4854785204, output_fired_time: 1.2016859055, propagate_forward_time: 55.1977920532, propagate_backward_time: 84.9319534302, weight_update_time: 0.1450977623, other_time: 2.9726715088
epoch time: 12.5004014969s, input_fired_time: 0.2054947466, output_fired_time: 0.0000000000, propagate_forward_time: 11.7137403488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811662674
validation[          , genome  7118] predictions:    9767/  10000 (97.67%), best:    9766/10000 (97.66%), error:       790.34137, best error:       769.06146 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 145.5405883789s, input_fired_time: 1.4433128834, output_fired_time: 1.2087678909, propagate_forward_time: 55.0644950867, propagate_backward_time: 84.9425659180, weight_update_time: 0.1920537651, other_time: 2.8814392090
epoch time: 11.9308233261s, input_fired_time: 0.1762529612, output_fired_time: 0.0000000000, propagate_forward_time: 11.2574920654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970779419
validation[          , genome  7118] predictions:    9775/  10000 (97.75%), best:    9766/10000 (97.66%), error:       809.49469, best error:       769.06146 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 147.2800750732s, input_fired_time: 1.5264945030, output_fired_time: 1.1932734251, propagate_forward_time: 55.7760696411, propagate_backward_time: 85.8466415405, weight_update_time: 0.1457827687, other_time: 2.9376068115
epoch time: 11.2161350250s, input_fired_time: 0.1763579696, output_fired_time: 0.0000000000, propagate_forward_time: 10.5401344299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996423721
validation[          , genome  7118] predictions:    9746/  10000 (97.46%), best:    9766/10000 (97.66%), error:       862.12958, best error:       769.06146 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 146.6074981689s, input_fired_time: 1.4383914471, output_fired_time: 1.1808037758, propagate_forward_time: 55.6207466125, propagate_backward_time: 85.4596481323, weight_update_time: 0.1448150277, other_time: 2.9079208374
epoch time: 11.7075834274s, input_fired_time: 0.1772365272, output_fired_time: 0.0000000000, propagate_forward_time: 11.0265235901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038232803
validation[          , genome  7118] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       803.68805, best error:       769.06146 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 145.1967468262s, input_fired_time: 1.4889210463, output_fired_time: 1.1904424429, propagate_forward_time: 54.7105216980, propagate_backward_time: 84.9588241577, weight_update_time: 0.1447264850, other_time: 2.8480300903
epoch time: 11.1593208313s, input_fired_time: 0.1749192029, output_fired_time: 0.0000000000, propagate_forward_time: 10.4883432388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960584641
validation[          , genome  7118] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       885.08344, best error:       769.06146 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 144.4917297363s, input_fired_time: 1.5554635525, output_fired_time: 1.1881802082, propagate_forward_time: 54.7049369812, propagate_backward_time: 84.2290191650, weight_update_time: 0.1445401311, other_time: 2.8141174316
epoch time: 11.7736463547s, input_fired_time: 0.1763446331, output_fired_time: 0.0000000000, propagate_forward_time: 11.0708274841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264739990
validation[          , genome  7118] predictions:    9706/  10000 (97.06%), best:    9766/10000 (97.66%), error:       996.88910, best error:       769.06146 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 144.2947998047s, input_fired_time: 1.4115161896, output_fired_time: 1.1786912680, propagate_forward_time: 54.8205566406, propagate_backward_time: 84.0498809814, weight_update_time: 0.1455047429, other_time: 2.8341522217
epoch time: 11.8581533432s, input_fired_time: 0.1763118505, output_fired_time: 0.0000000000, propagate_forward_time: 11.1188774109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629644394
validation[          , genome  7118] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       883.53827, best error:       769.06146 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.8066864014s, input_fired_time: 1.5044219494, output_fired_time: 1.2495150566, propagate_forward_time: 55.3264846802, propagate_backward_time: 85.8321228027, weight_update_time: 0.1769807935, other_time: 2.8941421509
epoch time: 11.2404804230s, input_fired_time: 0.1909424514, output_fired_time: 0.0000000000, propagate_forward_time: 10.5529737473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965639114
validation[          , genome  7118] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       869.23853, best error:       769.06146 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 145.0329895020s, input_fired_time: 1.4497764111, output_fired_time: 1.2022073269, propagate_forward_time: 54.8967628479, propagate_backward_time: 84.5858993530, weight_update_time: 0.1608785242, other_time: 2.8983383179
epoch time: 11.8307723999s, input_fired_time: 0.1924293637, output_fired_time: 0.0000000000, propagate_forward_time: 11.0908250809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475177765
validation[          , genome  7118] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       854.27637, best error:       769.06146 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 144.8638458252s, input_fired_time: 1.4413121939, output_fired_time: 1.2259423733, propagate_forward_time: 54.7863883972, propagate_backward_time: 84.4695129395, weight_update_time: 0.1457468867, other_time: 2.9406890869
epoch time: 12.1498279572s, input_fired_time: 0.1758930087, output_fired_time: 0.0000000000, propagate_forward_time: 11.4680719376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058631897
validation[          , genome  7118] predictions:    9785/  10000 (97.85%), best:    9766/10000 (97.66%), error:       786.47247, best error:       769.06146 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 148.8002166748s, input_fired_time: 1.5011404753, output_fired_time: 1.2290606499, propagate_forward_time: 56.2145462036, propagate_backward_time: 86.8845901489, weight_update_time: 0.1452938914, other_time: 2.9708709717
epoch time: 12.7625818253s, input_fired_time: 0.1755919605, output_fired_time: 0.0000000000, propagate_forward_time: 11.9948778152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921115875
validation[          , genome  7118] predictions:    9675/  10000 (96.75%), best:    9766/10000 (97.66%), error:      1124.00574, best error:       769.06146 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 146.3498535156s, input_fired_time: 1.4423717260, output_fired_time: 1.2358738184, propagate_forward_time: 55.5908126831, propagate_backward_time: 85.2333221436, weight_update_time: 0.1453444809, other_time: 2.8474807739
epoch time: 12.4440364838s, input_fired_time: 0.1779523343, output_fired_time: 0.0000000000, propagate_forward_time: 11.7456035614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204801559
validation[          , genome  7118] predictions:    9715/  10000 (97.15%), best:    9766/10000 (97.66%), error:       957.62872, best error:       769.06146 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.9225921631s, input_fired_time: 1.4830048084, output_fired_time: 1.2762606144, propagate_forward_time: 55.9145889282, propagate_backward_time: 86.2984771729, weight_update_time: 0.1455282718, other_time: 2.9502639771
epoch time: 11.2022571564s, input_fired_time: 0.1747522801, output_fired_time: 0.0000000000, propagate_forward_time: 10.5309019089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966030121
validation[          , genome  7118] predictions:    9726/  10000 (97.26%), best:    9766/10000 (97.66%), error:       923.37006, best error:       769.06146 on epoch:    65, 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: 59.0290298462s, input_fired_time: 0.9103183150, output_fired_time: 0.0000000000, propagate_forward_time: 55.4308776855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6878356934
best training[          , genome  7118] predictions:   49566/  50000 (99.13%), best:    9766/10000 (97.66%), error:      1713.41357, best error:       769.06146 on epoch:    65, 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: 12.3672437668s, input_fired_time: 0.1736335605, output_fired_time: 0.0000000000, propagate_forward_time: 11.6438837051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497264862
   testing[          , genome  7118] predictions:    9769/  10000 (97.69%), best:    9766/10000 (97.66%), error:       711.51575, best error:       769.06146 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:11:48 (10876): called boinc_finish(0)

</stderr_txt>
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