Nameexact_genome_1512568488_41_7104_1
Workunit2606816
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline16 Dec 2017, 23:23:47 UTC
Received8 Dec 2017, 16:49:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 42 min 3 sec
CPU time4 hours 41 min 1 sec
Validate stateValid
Credit2,243.64
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.50 MB
Peak swap size158.93 MB
Peak disk usage1.89 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.00%), best:    9724/10000 (97.24%), error:      1241.89355, best error:       948.87463 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 153.6195983887s, input_fired_time: 1.6244702339, output_fired_time: 1.4439624548, propagate_forward_time: 57.9667472839, propagate_backward_time: 89.2355728149, weight_update_time: 0.1492444128, other_time: 3.3488388062
epoch time: 12.5576515198s, input_fired_time: 0.2068784535, output_fired_time: 0.0000000000, propagate_forward_time: 11.7531366348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976362228
validation[          , genome  7104] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       926.86621, best error:       926.86621 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 154.7127532959s, input_fired_time: 1.6395257711, output_fired_time: 1.4476244450, propagate_forward_time: 58.3502235413, propagate_backward_time: 89.7903518677, weight_update_time: 0.1570644826, other_time: 3.4850234985
epoch time: 12.3611927032s, input_fired_time: 0.2097701579, output_fired_time: 0.0000000000, propagate_forward_time: 11.5676584244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837640762
validation[          , genome  7104] predictions:    9715/  10000 (97.15%), best:    9707/10000 (97.07%), error:       965.53442, best error:       926.86621 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 152.6735534668s, input_fired_time: 1.6298637390, output_fired_time: 1.4497169256, propagate_forward_time: 57.5861473083, propagate_backward_time: 88.5813674927, weight_update_time: 0.1522924006, other_time: 3.4264450073
epoch time: 12.7294635773s, input_fired_time: 0.2218123525, output_fired_time: 0.0000000000, propagate_forward_time: 11.8713684082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362829208
validation[          , genome  7104] predictions:    9699/  10000 (96.99%), best:    9707/10000 (97.07%), error:      1017.12622, best error:       926.86621 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 155.1566772461s, input_fired_time: 1.6687157154, output_fired_time: 1.4685380459, propagate_forward_time: 58.5694236755, propagate_backward_time: 90.0291976929, weight_update_time: 0.1525826007, other_time: 3.4207992554
epoch time: 12.3826427460s, input_fired_time: 0.2058417797, output_fired_time: 0.0000000000, propagate_forward_time: 11.5896015167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871992111
validation[          , genome  7104] predictions:    9681/  10000 (96.81%), best:    9707/10000 (97.07%), error:       994.62579, best error:       926.86621 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 153.8469848633s, input_fired_time: 1.6550920010, output_fired_time: 1.4654541016, propagate_forward_time: 58.0079116821, propagate_backward_time: 89.2916030884, weight_update_time: 0.1566606760, other_time: 3.4269256592
epoch time: 12.6744337082s, input_fired_time: 0.2087519467, output_fired_time: 0.0000000000, propagate_forward_time: 11.8443279266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213541031
validation[          , genome  7104] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1102.58997, best error:       926.86621 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 153.0156707764s, input_fired_time: 1.6352182627, output_fired_time: 1.4503568411, propagate_forward_time: 57.7003479004, propagate_backward_time: 88.7998504639, weight_update_time: 0.1516211033, other_time: 3.4298858643
epoch time: 12.2890844345s, input_fired_time: 0.2120139301, output_fired_time: 0.0000000000, propagate_forward_time: 11.4943418503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827283859
validation[          , genome  7104] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       924.58624, best error:       924.58624 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 152.8472137451s, input_fired_time: 1.6319668293, output_fired_time: 1.4642221928, propagate_forward_time: 57.5486068726, propagate_backward_time: 88.8263778687, weight_update_time: 0.1554028094, other_time: 3.3760375977
epoch time: 12.2929000854s, input_fired_time: 0.2095046788, output_fired_time: 0.0000000000, propagate_forward_time: 11.4898166656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935783386
validation[          , genome  7104] predictions:    9622/  10000 (96.22%), best:    9724/10000 (97.24%), error:      1219.12024, best error:       924.58624 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 153.2069396973s, input_fired_time: 1.6148438454, output_fired_time: 1.4560860395, propagate_forward_time: 57.8269348145, propagate_backward_time: 88.9550247192, weight_update_time: 0.1551956385, other_time: 3.3540573120
epoch time: 12.2958850861s, input_fired_time: 0.2036559284, output_fired_time: 0.0000000000, propagate_forward_time: 11.5062913895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859375000
validation[          , genome  7104] predictions:    9664/  10000 (96.64%), best:    9724/10000 (97.24%), error:      1040.71362, best error:       924.58624 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 153.7648315430s, input_fired_time: 1.6598427296, output_fired_time: 1.4523487091, propagate_forward_time: 57.9731864929, propagate_backward_time: 89.2199478149, weight_update_time: 0.1555711925, other_time: 3.4595108032
epoch time: 12.5251131058s, input_fired_time: 0.2157551646, output_fired_time: 0.0000000000, propagate_forward_time: 11.6950082779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143493652
validation[          , genome  7104] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       867.17395, best error:       867.17395 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 153.9057617188s, input_fired_time: 1.6094374657, output_fired_time: 1.4519597292, propagate_forward_time: 58.0172424316, propagate_backward_time: 89.4965057373, weight_update_time: 0.1538179517, other_time: 3.3306121826
epoch time: 12.2558097839s, input_fired_time: 0.2090900540, output_fired_time: 0.0000000000, propagate_forward_time: 11.4550275803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916919708
validation[          , genome  7104] predictions:    9737/  10000 (97.37%), best:    9724/10000 (97.24%), error:       930.35052, best error:       867.17395 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 152.7952117920s, input_fired_time: 1.6428905725, output_fired_time: 1.4268105030, propagate_forward_time: 57.5682945251, propagate_backward_time: 88.7137069702, weight_update_time: 0.1505366862, other_time: 3.4435195923
epoch time: 12.3468160629s, input_fired_time: 0.2053405643, output_fired_time: 0.0000000000, propagate_forward_time: 11.5496435165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918321609
validation[          , genome  7104] predictions:    9679/  10000 (96.79%), best:    9724/10000 (97.24%), error:      1074.25427, best error:       867.17395 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 153.3030700684s, input_fired_time: 1.6338073015, output_fired_time: 1.4347941875, propagate_forward_time: 57.8700218201, propagate_backward_time: 88.9714202881, weight_update_time: 0.1503741741, other_time: 3.3930206299
epoch time: 12.4193067551s, input_fired_time: 0.2188572586, output_fired_time: 0.0000000000, propagate_forward_time: 11.5929212570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075286865
validation[          , genome  7104] predictions:    9658/  10000 (96.58%), best:    9724/10000 (97.24%), error:      1151.76233, best error:       867.17395 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 155.2519989014s, input_fired_time: 1.6440143585, output_fired_time: 1.4813820124, propagate_forward_time: 58.5933647156, propagate_backward_time: 90.1107940674, weight_update_time: 0.1652118564, other_time: 3.4224395752
epoch time: 12.2761087418s, input_fired_time: 0.2085338533, output_fired_time: 0.0000000000, propagate_forward_time: 11.4822502136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853242874
validation[          , genome  7104] predictions:    9639/  10000 (96.39%), best:    9724/10000 (97.24%), error:      1111.23914, best error:       867.17395 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 153.2217864990s, input_fired_time: 1.6380304098, output_fired_time: 1.4524235725, propagate_forward_time: 57.8234176636, propagate_backward_time: 88.9174118042, weight_update_time: 0.1511206627, other_time: 3.3905029297
epoch time: 12.4118356705s, input_fired_time: 0.2030500770, output_fired_time: 0.0000000000, propagate_forward_time: 11.5994453430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093406677
validation[          , genome  7104] predictions:    9722/  10000 (97.22%), best:    9724/10000 (97.24%), error:       903.45764, best error:       867.17395 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 153.3778228760s, input_fired_time: 1.6563624144, output_fired_time: 1.4575264454, propagate_forward_time: 57.7463340759, propagate_backward_time: 89.1092529297, weight_update_time: 0.1540470719, other_time: 3.4083557129
epoch time: 12.3640165329s, input_fired_time: 0.2134349793, output_fired_time: 0.0000000000, propagate_forward_time: 11.5644931793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5860881805
validation[          , genome  7104] predictions:    9686/  10000 (96.86%), best:    9724/10000 (97.24%), error:      1016.40558, best error:       867.17395 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 153.8191680908s, input_fired_time: 1.6550042629, output_fired_time: 1.4593347311, propagate_forward_time: 57.9589805603, propagate_backward_time: 89.3409652710, weight_update_time: 0.1520064473, other_time: 3.4048843384
epoch time: 12.4036741257s, input_fired_time: 0.2117004544, output_fired_time: 0.0000000000, propagate_forward_time: 11.5944347382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975389481
validation[          , genome  7104] predictions:    9715/  10000 (97.15%), best:    9724/10000 (97.24%), error:       933.23206, best error:       867.17395 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 152.6125335693s, input_fired_time: 1.6411625147, output_fired_time: 1.4566745758, propagate_forward_time: 57.5384368896, propagate_backward_time: 88.5979537964, weight_update_time: 0.1538593322, other_time: 3.3783035278
epoch time: 12.4257259369s, input_fired_time: 0.2172425836, output_fired_time: 0.0000000000, propagate_forward_time: 11.6093778610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991058350
validation[          , genome  7104] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1081.53711, best error:       867.17395 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 153.1347045898s, input_fired_time: 1.6472064257, output_fired_time: 1.4386024475, propagate_forward_time: 57.7901420593, propagate_backward_time: 88.8760452271, weight_update_time: 0.1503330618, other_time: 3.3827133179
epoch time: 12.4478454590s, input_fired_time: 0.2086588293, output_fired_time: 0.0000000000, propagate_forward_time: 11.6356115341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035747528
validation[          , genome  7104] predictions:    9735/  10000 (97.35%), best:    9724/10000 (97.24%), error:       878.52228, best error:       867.17395 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 153.0406799316s, input_fired_time: 1.6362397671, output_fired_time: 1.4370464087, propagate_forward_time: 57.7044105530, propagate_backward_time: 88.8782424927, weight_update_time: 0.1514218450, other_time: 3.3847427368
epoch time: 12.4429769516s, input_fired_time: 0.2100932002, output_fired_time: 0.0000000000, propagate_forward_time: 11.6263637543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065196991
validation[          , genome  7104] predictions:    9720/  10000 (97.20%), best:    9724/10000 (97.24%), error:       925.11517, best error:       867.17395 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 154.7133789063s, input_fired_time: 1.6504127979, output_fired_time: 1.4394376278, propagate_forward_time: 58.2874870300, propagate_backward_time: 89.8802719116, weight_update_time: 0.1519021988, other_time: 3.4557723999
epoch time: 12.3425846100s, input_fired_time: 0.2117510736, output_fired_time: 0.0000000000, propagate_forward_time: 11.5357112885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951223373
validation[          , genome  7104] predictions:    9739/  10000 (97.39%), best:    9724/10000 (97.24%), error:       867.93964, best error:       867.17395 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 154.1272583008s, input_fired_time: 1.6719821692, output_fired_time: 1.4672757387, propagate_forward_time: 58.0850296021, propagate_backward_time: 89.4952239990, weight_update_time: 0.1510698050, other_time: 3.4077529907
epoch time: 11.9983730316s, input_fired_time: 0.2054945976, output_fired_time: 0.0000000000, propagate_forward_time: 11.2003965378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924816132
validation[          , genome  7104] predictions:    9707/  10000 (97.07%), best:    9724/10000 (97.24%), error:       972.48499, best error:       867.17395 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 153.2332611084s, input_fired_time: 1.6571710110, output_fired_time: 1.4404760599, propagate_forward_time: 57.7842559814, propagate_backward_time: 88.9238891602, weight_update_time: 0.1567393541, other_time: 3.4274749756
epoch time: 12.5107393265s, input_fired_time: 0.2075681239, output_fired_time: 0.0000000000, propagate_forward_time: 11.7052345276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979366302
validation[          , genome  7104] predictions:    9722/  10000 (97.22%), best:    9724/10000 (97.24%), error:       896.47833, best error:       867.17395 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 156.1241607666s, input_fired_time: 1.6507153511, output_fired_time: 1.4986945391, propagate_forward_time: 58.8219223022, propagate_backward_time: 90.7409973145, weight_update_time: 0.1549965143, other_time: 3.4118423462
epoch time: 12.8916015625s, input_fired_time: 0.2262089401, output_fired_time: 0.0000000000, propagate_forward_time: 12.0456466675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197462082
validation[          , genome  7104] predictions:    9650/  10000 (96.50%), best:    9724/10000 (97.24%), error:      1100.34277, best error:       867.17395 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 153.6657104492s, input_fired_time: 1.6474987268, output_fired_time: 1.4532675743, propagate_forward_time: 57.8640594482, propagate_backward_time: 89.2904434204, weight_update_time: 0.1528211832, other_time: 3.4104537964
epoch time: 12.4894933701s, input_fired_time: 0.2087094188, output_fired_time: 0.0000000000, propagate_forward_time: 11.6948165894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859670639
validation[          , genome  7104] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       818.94580, best error:       818.94580 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 153.4234466553s, input_fired_time: 1.6390736103, output_fired_time: 1.4506785870, propagate_forward_time: 57.8488502502, propagate_backward_time: 89.0674209595, weight_update_time: 0.1503347456, other_time: 3.4174270630
epoch time: 12.4163351059s, input_fired_time: 0.2135094702, output_fired_time: 0.0000000000, propagate_forward_time: 11.6122665405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905590057
validation[          , genome  7104] predictions:    9729/  10000 (97.29%), best:    9763/10000 (97.63%), error:       885.98877, best error:       818.94580 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 154.3859710693s, input_fired_time: 1.6518383026, output_fired_time: 1.4634819031, propagate_forward_time: 58.3321266174, propagate_backward_time: 89.6264343262, weight_update_time: 0.1508436799, other_time: 3.3120880127
epoch time: 12.3595161438s, input_fired_time: 0.2085119337, output_fired_time: 0.0000000000, propagate_forward_time: 11.5447683334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6062355042
validation[          , genome  7104] predictions:    9646/  10000 (96.46%), best:    9763/10000 (97.63%), error:      1087.87195, best error:       818.94580 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 155.5267028809s, input_fired_time: 1.6436811686, output_fired_time: 1.4521487951, propagate_forward_time: 58.6614761353, propagate_backward_time: 90.3353805542, weight_update_time: 0.1599149257, other_time: 3.4340209961
epoch time: 12.6500720978s, input_fired_time: 0.2096124738, output_fired_time: 0.0000000000, propagate_forward_time: 11.8355054855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049537659
validation[          , genome  7104] predictions:    9667/  10000 (96.67%), best:    9763/10000 (97.63%), error:      1114.01636, best error:       818.94580 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 153.1114959717s, input_fired_time: 1.6321481466, output_fired_time: 1.4311439991, propagate_forward_time: 57.7108078003, propagate_backward_time: 88.9577713013, weight_update_time: 0.1562447101, other_time: 3.3796386719
epoch time: 12.2789974213s, input_fired_time: 0.2157483399, output_fired_time: 0.0000000000, propagate_forward_time: 11.4652776718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979709625
validation[          , genome  7104] predictions:    9673/  10000 (96.73%), best:    9763/10000 (97.63%), error:      1012.72284, best error:       818.94580 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 154.0539855957s, input_fired_time: 1.6428604126, output_fired_time: 1.4490259886, propagate_forward_time: 58.0892753601, propagate_backward_time: 89.4633255005, weight_update_time: 0.1551939696, other_time: 3.4095077515
epoch time: 12.3745326996s, input_fired_time: 0.2071124315, output_fired_time: 0.0000000000, propagate_forward_time: 11.5821599960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852603912
validation[          , genome  7104] predictions:    9712/  10000 (97.12%), best:    9763/10000 (97.63%), error:       914.94775, best error:       818.94580 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 153.0594024658s, input_fired_time: 1.6521201134, output_fired_time: 1.4309064150, propagate_forward_time: 57.7156105042, propagate_backward_time: 88.8561019897, weight_update_time: 0.1579202861, other_time: 3.4046707153
epoch time: 12.3659582138s, input_fired_time: 0.2174094617, output_fired_time: 0.0000000000, propagate_forward_time: 11.5507049561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978441238
validation[          , genome  7104] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       862.12555, best error:       818.94580 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 154.2407989502s, input_fired_time: 1.6471896172, output_fired_time: 1.4517782927, propagate_forward_time: 58.2299385071, propagate_backward_time: 89.4967956543, weight_update_time: 0.1517970562, other_time: 3.4151000977
epoch time: 12.2685441971s, input_fired_time: 0.2047704458, output_fired_time: 0.0000000000, propagate_forward_time: 11.4813098907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824642181
validation[          , genome  7104] predictions:    9596/  10000 (95.96%), best:    9763/10000 (97.63%), error:      1309.94238, best error:       818.94580 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 152.5268707275s, input_fired_time: 1.6329655647, output_fired_time: 1.4281879663, propagate_forward_time: 57.4746589661, propagate_backward_time: 88.5925216675, weight_update_time: 0.1522153914, other_time: 3.3985366821
epoch time: 12.4773664474s, input_fired_time: 0.2082469761, output_fired_time: 0.0000000000, propagate_forward_time: 11.6743125916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948066711
validation[          , genome  7104] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       859.41345, best error:       818.94580 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 153.3161621094s, input_fired_time: 1.6084896326, output_fired_time: 1.4379546642, propagate_forward_time: 57.8324241638, propagate_backward_time: 89.0783462524, weight_update_time: 0.1494504064, other_time: 3.3589401245
epoch time: 12.3562402725s, input_fired_time: 0.2031986564, output_fired_time: 0.0000000000, propagate_forward_time: 11.5676317215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854101181
validation[          , genome  7104] predictions:    9606/  10000 (96.06%), best:    9763/10000 (97.63%), error:      1289.54602, best error:       818.94580 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 153.6883087158s, input_fired_time: 1.6412990093, output_fired_time: 1.4524160624, propagate_forward_time: 57.9636878967, propagate_backward_time: 89.2079238892, weight_update_time: 0.1515028179, other_time: 3.4229812622
epoch time: 12.3766145706s, input_fired_time: 0.2035535723, output_fired_time: 0.0000000000, propagate_forward_time: 11.5870084763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5860528946
validation[          , genome  7104] predictions:    9681/  10000 (96.81%), best:    9763/10000 (97.63%), error:      1076.78345, best error:       818.94580 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 154.0191802979s, input_fired_time: 1.6264629364, output_fired_time: 1.4453978539, propagate_forward_time: 58.1069946289, propagate_backward_time: 89.5093917847, weight_update_time: 0.1507962048, other_time: 3.3309249878
epoch time: 12.7720613480s, input_fired_time: 0.2140867114, output_fired_time: 0.0000000000, propagate_forward_time: 11.9513902664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065845490
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       815.21265, best error:       815.21265 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 153.3572998047s, input_fired_time: 1.6422754526, output_fired_time: 1.4702090025, propagate_forward_time: 57.8810920715, propagate_backward_time: 88.9910507202, weight_update_time: 0.1501813382, other_time: 3.3726730347
epoch time: 12.4445381165s, input_fired_time: 0.2149474621, output_fired_time: 0.0000000000, propagate_forward_time: 11.6382369995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913534164
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       793.47791, best error:       793.47791 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 153.6743927002s, input_fired_time: 1.6398427486, output_fired_time: 1.4473894835, propagate_forward_time: 58.0256347656, propagate_backward_time: 89.2661895752, weight_update_time: 0.1558358371, other_time: 3.2953338623
epoch time: 12.7671194077s, input_fired_time: 0.2184990346, output_fired_time: 0.0000000000, propagate_forward_time: 11.9273996353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212205887
validation[          , genome  7104] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       823.93353, best error:       793.47791 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 153.2037658691s, input_fired_time: 1.6597936153, output_fired_time: 1.4573148489, propagate_forward_time: 57.7514343262, propagate_backward_time: 88.9250411987, weight_update_time: 0.1530913413, other_time: 3.4101791382
epoch time: 12.3443441391s, input_fired_time: 0.2068648338, output_fired_time: 0.0000000000, propagate_forward_time: 11.5448656082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926141739
validation[          , genome  7104] predictions:    9676/  10000 (96.76%), best:    9767/10000 (97.67%), error:      1073.13818, best error:       793.47791 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 154.4088745117s, input_fired_time: 1.6505616903, output_fired_time: 1.4464445114, propagate_forward_time: 58.2278404236, propagate_backward_time: 89.6823654175, weight_update_time: 0.1492827833, other_time: 3.4016647339
epoch time: 12.4190578461s, input_fired_time: 0.2073233724, output_fired_time: 0.0000000000, propagate_forward_time: 11.6156473160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5960874557
validation[          , genome  7104] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       830.88831, best error:       793.47791 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 152.0851287842s, input_fired_time: 1.6489158869, output_fired_time: 1.4248814583, propagate_forward_time: 57.2757415771, propagate_backward_time: 88.3118743896, weight_update_time: 0.1513126045, other_time: 3.4237213135
epoch time: 12.3355321884s, input_fired_time: 0.2117047608, output_fired_time: 0.0000000000, propagate_forward_time: 11.5385274887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852994919
validation[          , genome  7104] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       870.15149, best error:       793.47791 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 155.3901977539s, input_fired_time: 1.6657137871, output_fired_time: 1.4544079304, propagate_forward_time: 58.6353569031, propagate_backward_time: 90.1974945068, weight_update_time: 0.1590443403, other_time: 3.4372253418
epoch time: 12.7207164764s, input_fired_time: 0.2163542658, output_fired_time: 0.0000000000, propagate_forward_time: 11.8733768463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309852600
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       775.29462, best error:       775.29462 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 154.1959075928s, input_fired_time: 1.6511422396, output_fired_time: 1.4619021416, propagate_forward_time: 58.1697845459, propagate_backward_time: 89.5409774780, weight_update_time: 0.1561087519, other_time: 3.3721084595
epoch time: 12.3870525360s, input_fired_time: 0.2124618590, output_fired_time: 0.0000000000, propagate_forward_time: 11.5844993591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900917053
validation[          , genome  7104] predictions:    9685/  10000 (96.85%), best:    9775/10000 (97.75%), error:      1032.87085, best error:       775.29462 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 154.2896118164s, input_fired_time: 1.6504255533, output_fired_time: 1.4618343115, propagate_forward_time: 58.2069854736, propagate_backward_time: 89.5741195679, weight_update_time: 0.1563579887, other_time: 3.3962478638
epoch time: 12.2239942551s, input_fired_time: 0.2129592746, output_fired_time: 0.0000000000, propagate_forward_time: 11.4133424759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976924896
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9775/10000 (97.75%), error:       782.16895, best error:       775.29462 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 154.3931427002s, input_fired_time: 1.6291577816, output_fired_time: 1.4507079124, propagate_forward_time: 58.3029823303, propagate_backward_time: 89.6530075073, weight_update_time: 0.1510065198, other_time: 3.3572921753
epoch time: 12.2837219238s, input_fired_time: 0.2142461836, output_fired_time: 0.0000000000, propagate_forward_time: 11.4734973907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959787369
validation[          , genome  7104] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       839.33716, best error:       775.29462 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 152.6301269531s, input_fired_time: 1.6402364969, output_fired_time: 1.4351531267, propagate_forward_time: 57.5783805847, propagate_backward_time: 88.5652694702, weight_update_time: 0.1519480348, other_time: 3.4110794067
epoch time: 12.4611835480s, input_fired_time: 0.2074710727, output_fired_time: 0.0000000000, propagate_forward_time: 11.6460437775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076688766
validation[          , genome  7104] predictions:    9653/  10000 (96.53%), best:    9775/10000 (97.75%), error:      1196.06714, best error:       775.29462 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 153.0813446045s, input_fired_time: 1.6470279694, output_fired_time: 1.4443792105, propagate_forward_time: 57.7032890320, propagate_backward_time: 88.9097366333, weight_update_time: 0.1507609785, other_time: 3.3768997192
epoch time: 12.3479022980s, input_fired_time: 0.2048897743, output_fired_time: 0.0000000000, propagate_forward_time: 11.5530004501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900125504
validation[          , genome  7104] predictions:    9645/  10000 (96.45%), best:    9775/10000 (97.75%), error:      1155.66687, best error:       775.29462 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 152.8222961426s, input_fired_time: 1.6452860832, output_fired_time: 1.4424045086, propagate_forward_time: 57.5824432373, propagate_backward_time: 88.7453613281, weight_update_time: 0.1505546421, other_time: 3.4068145752
epoch time: 12.3430347443s, input_fired_time: 0.2053172290, output_fired_time: 0.0000000000, propagate_forward_time: 11.5533943176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5843229294
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       811.74799, best error:       775.29462 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 154.7600555420s, input_fired_time: 1.6352151632, output_fired_time: 1.4573663473, propagate_forward_time: 58.4738807678, propagate_backward_time: 89.8002471924, weight_update_time: 0.1543781012, other_time: 3.3933563232
epoch time: 12.6231746674s, input_fired_time: 0.2142306566, output_fired_time: 0.0000000000, propagate_forward_time: 11.7792310715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297130585
validation[          , genome  7104] predictions:    9711/  10000 (97.11%), best:    9775/10000 (97.75%), error:       934.51526, best error:       775.29462 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 152.3604888916s, input_fired_time: 1.6674616337, output_fired_time: 1.4421372414, propagate_forward_time: 57.4142265320, propagate_backward_time: 88.3838500977, weight_update_time: 0.1517769098, other_time: 3.4528045654
epoch time: 12.5311832428s, input_fired_time: 0.2096001804, output_fired_time: 0.0000000000, propagate_forward_time: 11.7144899368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070928574
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       819.58679, best error:       775.29462 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 153.3603210449s, input_fired_time: 1.6356199980, output_fired_time: 1.4476125240, propagate_forward_time: 57.8239974976, propagate_backward_time: 89.0736923218, weight_update_time: 0.1499938369, other_time: 3.3793945313
epoch time: 12.3736829758s, input_fired_time: 0.2125368714, output_fired_time: 0.0000000000, propagate_forward_time: 11.5861301422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750160217
validation[          , genome  7104] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:       900.80322, best error:       775.29462 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 152.3285522461s, input_fired_time: 1.6539044380, output_fired_time: 1.4373813868, propagate_forward_time: 57.4803504944, propagate_backward_time: 88.3582839966, weight_update_time: 0.1526506692, other_time: 3.3986434937
epoch time: 12.4743824005s, input_fired_time: 0.2077234983, output_fired_time: 0.0000000000, propagate_forward_time: 11.6508398056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158189774
validation[          , genome  7104] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       815.99957, best error:       775.29462 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 154.3196258545s, input_fired_time: 1.6522893906, output_fired_time: 1.4428064823, propagate_forward_time: 58.0711250305, propagate_backward_time: 89.7075500488, weight_update_time: 0.1498503238, other_time: 3.4458618164
epoch time: 12.2501668930s, input_fired_time: 0.2109367698, output_fired_time: 0.0000000000, propagate_forward_time: 11.4469289780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923013687
validation[          , genome  7104] predictions:    9671/  10000 (96.71%), best:    9775/10000 (97.75%), error:      1052.15393, best error:       775.29462 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 153.0742492676s, input_fired_time: 1.6700631380, output_fired_time: 1.4484111071, propagate_forward_time: 57.7109603882, propagate_backward_time: 88.8416519165, weight_update_time: 0.1532558948, other_time: 3.4031677246
epoch time: 12.5919218063s, input_fired_time: 0.2267595679, output_fired_time: 0.0000000000, propagate_forward_time: 11.7479181290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172437668
validation[          , genome  7104] predictions:    9731/  10000 (97.31%), best:    9775/10000 (97.75%), error:       884.49988, best error:       775.29462 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 154.2562408447s, input_fired_time: 1.6403340101, output_fired_time: 1.4555548429, propagate_forward_time: 58.3208198547, propagate_backward_time: 89.4524993896, weight_update_time: 0.1564278752, other_time: 3.3870391846
epoch time: 12.3965187073s, input_fired_time: 0.2093920708, output_fired_time: 0.0000000000, propagate_forward_time: 11.5903196335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968065262
validation[          , genome  7104] predictions:    9659/  10000 (96.59%), best:    9775/10000 (97.75%), error:      1079.97925, best error:       775.29462 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 152.2911071777s, input_fired_time: 1.6513243914, output_fired_time: 1.4362500906, propagate_forward_time: 57.4354515076, propagate_backward_time: 88.3571395874, weight_update_time: 0.1524913013, other_time: 3.4109420776
epoch time: 12.8023595810s, input_fired_time: 0.2133280635, output_fired_time: 0.0000000000, propagate_forward_time: 11.9840545654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049766541
validation[          , genome  7104] predictions:    9426/  10000 (94.26%), best:    9775/10000 (97.75%), error:      1789.38855, best error:       775.29462 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 153.6156158447s, input_fired_time: 1.6448229551, output_fired_time: 1.4314249754, propagate_forward_time: 57.9050254822, propagate_backward_time: 89.2436523438, weight_update_time: 0.1587104797, other_time: 3.3906860352
epoch time: 12.3945550919s, input_fired_time: 0.2159501165, output_fired_time: 0.0000000000, propagate_forward_time: 11.5774898529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6011152267
validation[          , genome  7104] predictions:    9687/  10000 (96.87%), best:    9775/10000 (97.75%), error:      1049.97803, best error:       775.29462 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.8739624023s, input_fired_time: 1.6659257412, output_fired_time: 1.4483991861, propagate_forward_time: 57.9776382446, propagate_backward_time: 89.3610305786, weight_update_time: 0.1572847366, other_time: 3.4209747314
epoch time: 12.3162765503s, input_fired_time: 0.2144556642, output_fired_time: 0.0000000000, propagate_forward_time: 11.5243968964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774240494
validation[          , genome  7104] predictions:    9714/  10000 (97.14%), best:    9775/10000 (97.75%), error:       948.76917, best error:       775.29462 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 153.6633453369s, input_fired_time: 1.6530951262, output_fired_time: 1.4405432940, propagate_forward_time: 57.9389343262, propagate_backward_time: 89.2484817505, weight_update_time: 0.1501308084, other_time: 3.3823013306
epoch time: 12.4402809143s, input_fired_time: 0.2093085051, output_fired_time: 0.0000000000, propagate_forward_time: 11.6396770477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912952423
validation[          , genome  7104] predictions:    9735/  10000 (97.35%), best:    9775/10000 (97.75%), error:       900.23151, best error:       775.29462 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 153.4438476563s, input_fired_time: 1.6723375320, output_fired_time: 1.4605286121, propagate_forward_time: 57.8409690857, propagate_backward_time: 89.0399703979, weight_update_time: 0.1531385630, other_time: 3.4300460815
epoch time: 12.3372001648s, input_fired_time: 0.2148525566, output_fired_time: 0.0000000000, propagate_forward_time: 11.5249176025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974302292
validation[          , genome  7104] predictions:    9585/  10000 (95.85%), best:    9775/10000 (97.75%), error:      1296.22314, best error:       775.29462 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 153.0885925293s, input_fired_time: 1.6788157225, output_fired_time: 1.4588465691, propagate_forward_time: 57.7395324707, propagate_backward_time: 88.7934951782, weight_update_time: 0.1537009776, other_time: 3.4179000854
epoch time: 12.4448623657s, input_fired_time: 0.2100427300, output_fired_time: 0.0000000000, propagate_forward_time: 11.6289167404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059026718
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       775.03339, best error:       775.03339 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 153.7981414795s, input_fired_time: 1.6590180397, output_fired_time: 1.4707025290, propagate_forward_time: 57.9899215698, propagate_backward_time: 89.3071670532, weight_update_time: 0.1499896795, other_time: 3.3713378906
epoch time: 12.4823093414s, input_fired_time: 0.2161076516, output_fired_time: 0.0000000000, propagate_forward_time: 11.6376018524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286001205
validation[          , genome  7104] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       829.57214, best error:       775.03339 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 154.1367340088s, input_fired_time: 1.6340041161, output_fired_time: 1.4660395384, propagate_forward_time: 58.2481346130, propagate_backward_time: 89.4781570435, weight_update_time: 0.1485712081, other_time: 3.3104019165
epoch time: 12.3495321274s, input_fired_time: 0.2079004347, output_fired_time: 0.0000000000, propagate_forward_time: 11.5597047806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5819272995
validation[          , genome  7104] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       801.10266, best error:       775.03339 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 154.4125976563s, input_fired_time: 1.6836777925, output_fired_time: 1.4541559219, propagate_forward_time: 58.2006301880, propagate_backward_time: 89.6032943726, weight_update_time: 0.1567889303, other_time: 3.4708251953
epoch time: 12.4356517792s, input_fired_time: 0.2166943997, output_fired_time: 0.0000000000, propagate_forward_time: 11.6391286850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798282623
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9777/10000 (97.77%), error:       822.78436, best error:       775.03339 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 153.3851013184s, input_fired_time: 1.6605606079, output_fired_time: 1.4437762499, propagate_forward_time: 57.9533233643, propagate_backward_time: 88.9502487183, weight_update_time: 0.1519241929, other_time: 3.3772048950
epoch time: 12.3100452423s, input_fired_time: 0.2132667750, output_fired_time: 0.0000000000, propagate_forward_time: 11.5045003891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922784805
validation[          , genome  7104] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       880.28571, best error:       775.03339 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 152.3134460449s, input_fired_time: 1.6506907940, output_fired_time: 1.4328110218, propagate_forward_time: 57.3793258667, propagate_backward_time: 88.4442062378, weight_update_time: 0.1568037719, other_time: 3.4064025879
epoch time: 12.4058132172s, input_fired_time: 0.2154274285, output_fired_time: 0.0000000000, propagate_forward_time: 11.5977020264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926837921
validation[          , genome  7104] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       895.62982, best error:       775.03339 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 153.8836059570s, input_fired_time: 1.6502476931, output_fired_time: 1.4630310535, propagate_forward_time: 58.0779151917, propagate_backward_time: 89.2905349731, weight_update_time: 0.1503057480, other_time: 3.4018783569
epoch time: 12.6393480301s, input_fired_time: 0.2095740438, output_fired_time: 0.0000000000, propagate_forward_time: 11.8058900833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238842010
validation[          , genome  7104] predictions:    9740/  10000 (97.40%), best:    9777/10000 (97.77%), error:       851.69293, best error:       775.03339 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 153.2227325439s, input_fired_time: 1.6750357151, output_fired_time: 1.4563063383, propagate_forward_time: 57.7566528320, propagate_backward_time: 88.9081039429, weight_update_time: 0.1525806785, other_time: 3.4266433716
epoch time: 12.5464534760s, input_fired_time: 0.2172107100, output_fired_time: 0.0000000000, propagate_forward_time: 11.7301969528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990457535
validation[          , genome  7104] predictions:    9691/  10000 (96.91%), best:    9777/10000 (97.77%), error:      1033.26062, best error:       775.03339 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 153.4292449951s, input_fired_time: 1.6476762295, output_fired_time: 1.4427456856, propagate_forward_time: 57.8886795044, propagate_backward_time: 89.0781478882, weight_update_time: 0.1493478268, other_time: 3.3719940186
epoch time: 12.4804372787s, input_fired_time: 0.2104216814, output_fired_time: 0.0000000000, propagate_forward_time: 11.6726989746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973167419
validation[          , genome  7104] predictions:    9772/  10000 (97.72%), best:    9777/10000 (97.77%), error:       799.10004, best error:       775.03339 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 154.4832153320s, input_fired_time: 1.6812173128, output_fired_time: 1.4549018145, propagate_forward_time: 58.3309478760, propagate_backward_time: 89.5722656250, weight_update_time: 0.1621720344, other_time: 3.4438934326
epoch time: 12.2374114990s, input_fired_time: 0.2146278471, output_fired_time: 0.0000000000, propagate_forward_time: 11.4294862747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932970047
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       774.70709, best error:       774.70709 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 153.3428497314s, input_fired_time: 1.6754587889, output_fired_time: 1.4410706758, propagate_forward_time: 57.7454261780, propagate_backward_time: 89.0522232056, weight_update_time: 0.1558124721, other_time: 3.4286727905
epoch time: 12.4028043747s, input_fired_time: 0.2091293782, output_fired_time: 0.0000000000, propagate_forward_time: 11.5962753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973997116
validation[          , genome  7104] predictions:    9727/  10000 (97.27%), best:    9776/10000 (97.76%), error:       909.22211, best error:       774.70709 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 153.3147888184s, input_fired_time: 1.6835421324, output_fired_time: 1.4339579344, propagate_forward_time: 57.8046722412, propagate_backward_time: 88.9810256958, weight_update_time: 0.1517081112, other_time: 3.4115829468
epoch time: 12.6688947678s, input_fired_time: 0.2157572359, output_fired_time: 0.0000000000, propagate_forward_time: 11.8446769714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084604263
validation[          , genome  7104] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       830.42328, best error:       774.70709 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.1933593750s, input_fired_time: 1.6305372715, output_fired_time: 1.4450743198, propagate_forward_time: 57.7618942261, propagate_backward_time: 89.0164871216, weight_update_time: 0.1488714218, other_time: 3.3393707275
epoch time: 12.4847946167s, input_fired_time: 0.2100141495, output_fired_time: 0.0000000000, propagate_forward_time: 11.6857213974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890588760
validation[          , genome  7104] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       924.81934, best error:       774.70709 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 153.3056335449s, input_fired_time: 1.6376777887, output_fired_time: 1.4422795773, propagate_forward_time: 57.7461662292, propagate_backward_time: 89.1454772949, weight_update_time: 0.1492518634, other_time: 3.3340301514
epoch time: 12.1843013763s, input_fired_time: 0.2154504061, output_fired_time: 0.0000000000, propagate_forward_time: 11.3769330978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919179916
validation[          , genome  7104] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       847.50409, best error:       774.70709 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 155.0523834229s, input_fired_time: 1.6525061131, output_fired_time: 1.4707354307, propagate_forward_time: 58.4413337708, propagate_backward_time: 90.1243057251, weight_update_time: 0.1579366475, other_time: 3.3635025024
epoch time: 12.4904718399s, input_fired_time: 0.2100990564, output_fired_time: 0.0000000000, propagate_forward_time: 11.6872434616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931291580
validation[          , genome  7104] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       873.78033, best error:       774.70709 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 152.7842407227s, input_fired_time: 1.6685997248, output_fired_time: 1.4299201965, propagate_forward_time: 57.5824279785, propagate_backward_time: 88.6735229492, weight_update_time: 0.1526378095, other_time: 3.4297790527
epoch time: 12.2536411285s, input_fired_time: 0.2149596363, output_fired_time: 0.0000000000, propagate_forward_time: 11.4105377197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281433105
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9776/10000 (97.76%), error:       796.25726, best error:       774.70709 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 152.8229522705s, input_fired_time: 1.6407467127, output_fired_time: 1.4248795509, propagate_forward_time: 57.6314888000, propagate_backward_time: 88.8106613159, weight_update_time: 0.1489324719, other_time: 3.3151779175
epoch time: 12.2690992355s, input_fired_time: 0.2169187069, output_fired_time: 0.0000000000, propagate_forward_time: 11.4527988434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993814468
validation[          , genome  7104] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       801.31342, best error:       774.70709 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 155.5909423828s, input_fired_time: 1.6752583981, output_fired_time: 1.4636193514, propagate_forward_time: 58.6288681030, propagate_backward_time: 90.4003906250, weight_update_time: 0.1532043219, other_time: 3.4227981567
epoch time: 12.6472682953s, input_fired_time: 0.2165598422, output_fired_time: 0.0000000000, propagate_forward_time: 11.8242292404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064796448
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       809.76532, best error:       774.70709 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 153.6861114502s, input_fired_time: 1.6637517214, output_fired_time: 1.4330240488, propagate_forward_time: 57.9597473145, propagate_backward_time: 89.2194137573, weight_update_time: 0.1501761228, other_time: 3.4101638794
epoch time: 12.2797393799s, input_fired_time: 0.2168151438, output_fired_time: 0.0000000000, propagate_forward_time: 11.4644212723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985031128
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9776/10000 (97.76%), error:       790.07806, best error:       774.70709 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 153.8181152344s, input_fired_time: 1.6749101877, output_fired_time: 1.4500437975, propagate_forward_time: 58.0331878662, propagate_backward_time: 89.2937850952, weight_update_time: 0.1508257389, other_time: 3.3661880493
epoch time: 12.3381328583s, input_fired_time: 0.2185279727, output_fired_time: 0.0000000000, propagate_forward_time: 11.5131301880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064748764
validation[          , genome  7104] predictions:    9671/  10000 (96.71%), best:    9776/10000 (97.76%), error:      1082.13953, best error:       774.70709 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 151.9892272949s, input_fired_time: 1.6700779200, output_fired_time: 1.4328740835, propagate_forward_time: 57.1932411194, propagate_backward_time: 88.2939910889, weight_update_time: 0.1520206779, other_time: 3.3990478516
epoch time: 12.3468284607s, input_fired_time: 0.2201897353, output_fired_time: 0.0000000000, propagate_forward_time: 11.5324153900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942230225
validation[          , genome  7104] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       798.34662, best error:       774.70709 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 155.6644744873s, input_fired_time: 1.6785604954, output_fired_time: 1.4604721069, propagate_forward_time: 58.7102012634, propagate_backward_time: 90.3325729370, weight_update_time: 0.1546982676, other_time: 3.4826736450
epoch time: 12.2906789780s, input_fired_time: 0.2179016918, output_fired_time: 0.0000000000, propagate_forward_time: 11.4777908325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949869156
validation[          , genome  7104] predictions:    9706/  10000 (97.06%), best:    9776/10000 (97.76%), error:       961.00354, best error:       774.70709 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 152.3254089355s, input_fired_time: 1.6802343130, output_fired_time: 1.4368661642, propagate_forward_time: 57.3620719910, propagate_backward_time: 88.4343490601, weight_update_time: 0.1533199847, other_time: 3.4118881226
epoch time: 12.3185100555s, input_fired_time: 0.2179265022, output_fired_time: 0.0000000000, propagate_forward_time: 11.5030765533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975074768
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       809.04443, best error:       774.70709 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 155.0508880615s, input_fired_time: 1.6568998098, output_fired_time: 1.4574220181, propagate_forward_time: 58.4304656982, propagate_backward_time: 90.1062164307, weight_update_time: 0.1567697376, other_time: 3.3998718262
epoch time: 12.3206596375s, input_fired_time: 0.2119192630, output_fired_time: 0.0000000000, propagate_forward_time: 11.5194635391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892772675
validation[          , genome  7104] predictions:    9743/  10000 (97.43%), best:    9776/10000 (97.76%), error:       833.81171, best error:       774.70709 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 154.4524078369s, input_fired_time: 1.6618851423, output_fired_time: 1.4648988247, propagate_forward_time: 58.3068542480, propagate_backward_time: 89.6715240479, weight_update_time: 0.1499496102, other_time: 3.3472442627
epoch time: 12.4928245544s, input_fired_time: 0.2131104469, output_fired_time: 0.0000000000, propagate_forward_time: 11.6722040176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075105667
validation[          , genome  7104] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       856.09045, best error:       774.70709 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 154.5899047852s, input_fired_time: 1.6526117325, output_fired_time: 1.4478391409, propagate_forward_time: 58.4072494507, propagate_backward_time: 89.7456130981, weight_update_time: 0.1484601945, other_time: 3.3365783691
epoch time: 12.2909526825s, input_fired_time: 0.2165493816, output_fired_time: 0.0000000000, propagate_forward_time: 11.4738540649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005496979
validation[          , genome  7104] predictions:    9763/  10000 (97.63%), best:    9776/10000 (97.76%), error:       805.34796, best error:       774.70709 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 153.6730346680s, input_fired_time: 1.6762651205, output_fired_time: 1.4530243874, propagate_forward_time: 57.9967460632, propagate_backward_time: 89.1363983154, weight_update_time: 0.1510537416, other_time: 3.4105987549
epoch time: 12.3176965714s, input_fired_time: 0.2217645496, output_fired_time: 0.0000000000, propagate_forward_time: 11.4976892471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982427597
validation[          , genome  7104] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       780.81140, best error:       774.70709 on epoch:    83, 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: 62.0170135498s, input_fired_time: 1.0678428411, output_fired_time: 0.0000000000, propagate_forward_time: 57.8152351379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1339340210
best training[          , genome  7104] predictions:   49551/  50000 (99.10%), best:    9776/10000 (97.76%), error:      1754.05359, best error:       774.70709 on epoch:    83, 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: 12.4774951935s, input_fired_time: 0.2143647522, output_fired_time: 0.0000000000, propagate_forward_time: 11.6607408524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6023893356
   testing[          , genome  7104] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       746.49847, best error:       774.70709 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:23:51 (4820): called boinc_finish(0)

</stderr_txt>
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