Nameexact_genome_1512568488_44_7104_0
Workunit2606872
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:20 UTC
Report deadline18 Dec 2017, 21:44:47 UTC
Received8 Dec 2017, 11:53:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 50 min 27 sec
CPU time3 hours 44 min 26 sec
Validate stateValid
Credit2,725.78
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size124.41 MB
Peak swap size2,589.43 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 128.1637115479s, input_fired_time: 1.1562715769, output_fired_time: 0.8329156637, propagate_forward_time: 37.1623954773, propagate_backward_time: 86.8496551514, weight_update_time: 0.1356575638, other_time: 2.1624755859
epoch time: 7.9751071930s, input_fired_time: 0.1478236616, output_fired_time: 0.0000000000, propagate_forward_time: 7.4310369492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962464333
validation[          , genome  7104] predictions:    9658/  10000 (96.58%), best:    9737/10000 (97.37%), error:      1111.30347, best error:       870.20911 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 128.1503601074s, input_fired_time: 1.1447794437, output_fired_time: 0.8498359919, propagate_forward_time: 37.2025146484, propagate_backward_time: 86.7903518677, weight_update_time: 0.1298044473, other_time: 2.1628723145
epoch time: 7.9111680984s, input_fired_time: 0.1515608132, output_fired_time: 0.0000000000, propagate_forward_time: 7.3742704391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853368759
validation[          , genome  7104] predictions:    9723/  10000 (97.23%), best:    9737/10000 (97.37%), error:       915.74664, best error:       870.20911 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.1004486084s, input_fired_time: 1.1484149694, output_fired_time: 0.8536010385, propagate_forward_time: 37.1085853577, propagate_backward_time: 86.8544082642, weight_update_time: 0.1327982098, other_time: 2.1354446411
epoch time: 8.0045948029s, input_fired_time: 0.1487628520, output_fired_time: 0.0000000000, propagate_forward_time: 7.4588546753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969774246
validation[          , genome  7104] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       852.34705, best error:       852.34705 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 127.9470901489s, input_fired_time: 1.1557800770, output_fired_time: 0.8494874835, propagate_forward_time: 37.0082473755, propagate_backward_time: 86.7959213257, weight_update_time: 0.1309894919, other_time: 2.1376571655
epoch time: 7.9783201218s, input_fired_time: 0.1515662372, output_fired_time: 0.0000000000, propagate_forward_time: 7.4431738853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835802078
validation[          , genome  7104] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       848.79504, best error:       848.79504 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.6450958252s, input_fired_time: 1.1522574425, output_fired_time: 0.8408248425, propagate_forward_time: 37.2788238525, propagate_backward_time: 87.2481994629, weight_update_time: 0.1308609694, other_time: 2.1249847412
epoch time: 7.9963016510s, input_fired_time: 0.1504332125, output_fired_time: 0.0000000000, propagate_forward_time: 7.4473733902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984951973
validation[          , genome  7104] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       889.09845, best error:       848.79504 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 128.1435852051s, input_fired_time: 1.1597080231, output_fired_time: 0.8488266468, propagate_forward_time: 37.1298904419, propagate_backward_time: 86.8589248657, weight_update_time: 0.1280345023, other_time: 2.1462402344
epoch time: 7.9699583054s, input_fired_time: 0.1529106796, output_fired_time: 0.0000000000, propagate_forward_time: 7.4233617783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936858177
validation[          , genome  7104] predictions:    9660/  10000 (96.60%), best:    9747/10000 (97.47%), error:      1091.05872, best error:       848.79504 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.5799560547s, input_fired_time: 1.1692212820, output_fired_time: 0.8388915062, propagate_forward_time: 37.2888221741, propagate_backward_time: 87.1338958740, weight_update_time: 0.1326851696, other_time: 2.1491241455
epoch time: 7.9567456245s, input_fired_time: 0.1524355859, output_fired_time: 0.0000000000, propagate_forward_time: 7.4175333977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867764473
validation[          , genome  7104] predictions:    9663/  10000 (96.63%), best:    9747/10000 (97.47%), error:      1082.42200, best error:       848.79504 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 128.1802520752s, input_fired_time: 1.1597981453, output_fired_time: 0.8417910337, propagate_forward_time: 37.1273193359, propagate_backward_time: 86.9065704346, weight_update_time: 0.1313764304, other_time: 2.1447753906
epoch time: 8.0295886993s, input_fired_time: 0.1484857500, output_fired_time: 0.0000000000, propagate_forward_time: 7.4924912453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886117935
validation[          , genome  7104] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       830.03992, best error:       830.03992 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 128.4040679932s, input_fired_time: 1.1774705648, output_fired_time: 0.8342630267, propagate_forward_time: 37.2758522034, propagate_backward_time: 86.9644927979, weight_update_time: 0.1307542771, other_time: 2.1519927979
epoch time: 7.9434237480s, input_fired_time: 0.1497735828, output_fired_time: 0.0000000000, propagate_forward_time: 7.4041390419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895111084
validation[          , genome  7104] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:      1030.69751, best error:       830.03992 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.2462768555s, input_fired_time: 1.1820492744, output_fired_time: 0.8380992413, propagate_forward_time: 37.2117767334, propagate_backward_time: 86.8718109131, weight_update_time: 0.1320774257, other_time: 2.1425399780
epoch time: 7.9533467293s, input_fired_time: 0.1481231302, output_fired_time: 0.0000000000, propagate_forward_time: 7.4222989082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829245567
validation[          , genome  7104] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       950.40997, best error:       830.03992 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.2547912598s, input_fired_time: 1.1601705551, output_fired_time: 0.8400538564, propagate_forward_time: 37.2182044983, propagate_backward_time: 86.8896942139, weight_update_time: 0.1300847679, other_time: 2.1466674805
epoch time: 8.0012807846s, input_fired_time: 0.1498162001, output_fired_time: 0.0000000000, propagate_forward_time: 7.4586257935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928389549
validation[          , genome  7104] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       835.83887, best error:       830.03992 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.2388000488s, input_fired_time: 1.1775907278, output_fired_time: 0.8401970863, propagate_forward_time: 37.2085723877, propagate_backward_time: 86.8647689819, weight_update_time: 0.1353355497, other_time: 2.1476745605
epoch time: 7.9166598320s, input_fired_time: 0.1506705135, output_fired_time: 0.0000000000, propagate_forward_time: 7.3785843849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874049187
validation[          , genome  7104] predictions:    9718/  10000 (97.18%), best:    9748/10000 (97.48%), error:       933.53662, best error:       830.03992 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.2485198975s, input_fired_time: 1.1588457823, output_fired_time: 0.8441795707, propagate_forward_time: 37.1232223511, propagate_backward_time: 86.9847640991, weight_update_time: 0.1291221529, other_time: 2.1375122070
epoch time: 7.9797530174s, input_fired_time: 0.1483794600, output_fired_time: 0.0000000000, propagate_forward_time: 7.4445466995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868269920
validation[          , genome  7104] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       892.57941, best error:       830.03992 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 128.4349212646s, input_fired_time: 1.1576230526, output_fired_time: 0.8517974615, propagate_forward_time: 37.1789436340, propagate_backward_time: 87.0947418213, weight_update_time: 0.1294046342, other_time: 2.1518096924
epoch time: 7.9503583908s, input_fired_time: 0.1512849927, output_fired_time: 0.0000000000, propagate_forward_time: 7.4039020538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951711655
validation[          , genome  7104] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       782.57294, best error:       782.57294 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.3159179688s, input_fired_time: 1.1595064402, output_fired_time: 0.8496201634, propagate_forward_time: 37.1874122620, propagate_backward_time: 86.9713592529, weight_update_time: 0.1282141507, other_time: 2.1480255127
epoch time: 8.0183057785s, input_fired_time: 0.1488649547, output_fired_time: 0.0000000000, propagate_forward_time: 7.4709687233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984723091
validation[          , genome  7104] predictions:    9632/  10000 (96.32%), best:    9774/10000 (97.74%), error:      1165.85999, best error:       782.57294 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.6770019531s, input_fired_time: 1.1705244780, output_fired_time: 0.8402805924, propagate_forward_time: 37.3134765625, propagate_backward_time: 87.1909561157, weight_update_time: 0.1361277550, other_time: 2.1617660522
epoch time: 7.9213371277s, input_fired_time: 0.1477472633, output_fired_time: 0.0000000000, propagate_forward_time: 7.3879189491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856711388
validation[          , genome  7104] predictions:    9713/  10000 (97.13%), best:    9774/10000 (97.74%), error:       943.10425, best error:       782.57294 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 128.1479949951s, input_fired_time: 1.1630562544, output_fired_time: 0.8409482241, propagate_forward_time: 37.0566673279, propagate_backward_time: 86.9349136353, weight_update_time: 0.1339396387, other_time: 2.1524124146
epoch time: 7.9360599518s, input_fired_time: 0.1533456445, output_fired_time: 0.0000000000, propagate_forward_time: 7.4004521370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822622299
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9774/10000 (97.74%), error:       804.84137, best error:       782.57294 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.3824310303s, input_fired_time: 1.1536581516, output_fired_time: 0.8414549828, propagate_forward_time: 37.2195472717, propagate_backward_time: 87.0072860718, weight_update_time: 0.1332845837, other_time: 2.1604843140
epoch time: 8.0128736496s, input_fired_time: 0.1546641886, output_fired_time: 0.0000000000, propagate_forward_time: 7.4656829834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925266266
validation[          , genome  7104] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       886.29333, best error:       782.57294 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 128.1019439697s, input_fired_time: 1.1760330200, output_fired_time: 0.8451426625, propagate_forward_time: 37.0833740234, propagate_backward_time: 86.8642730713, weight_update_time: 0.1309180111, other_time: 2.1331176758
epoch time: 7.9781727791s, input_fired_time: 0.1504555196, output_fired_time: 0.0000000000, propagate_forward_time: 7.4358401299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918771744
validation[          , genome  7104] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       831.05298, best error:       782.57294 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.5929107666s, input_fired_time: 1.1767604351, output_fired_time: 0.8422677517, propagate_forward_time: 37.2052154541, propagate_backward_time: 87.2177963257, weight_update_time: 0.1355419755, other_time: 2.1508712769
epoch time: 7.9788842201s, input_fired_time: 0.1507701874, output_fired_time: 0.0000000000, propagate_forward_time: 7.4413633347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867506981
validation[          , genome  7104] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       829.39270, best error:       782.57294 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 128.0666351318s, input_fired_time: 1.1713043451, output_fired_time: 0.8427321911, propagate_forward_time: 37.0879020691, propagate_backward_time: 86.8273925781, weight_update_time: 0.1285540015, other_time: 2.1372985840
epoch time: 7.9571499825s, input_fired_time: 0.1538647711, output_fired_time: 0.0000000000, propagate_forward_time: 7.4171452522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861398697
validation[          , genome  7104] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       890.75885, best error:       782.57294 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 128.5526428223s, input_fired_time: 1.1625133753, output_fired_time: 0.8458845019, propagate_forward_time: 37.2026634216, propagate_backward_time: 87.1836547852, weight_update_time: 0.1286245733, other_time: 2.1579284668
epoch time: 7.9405927658s, input_fired_time: 0.1511732042, output_fired_time: 0.0000000000, propagate_forward_time: 7.3998508453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895688057
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       763.84839, best error:       763.84839 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 128.3701171875s, input_fired_time: 1.1717023849, output_fired_time: 0.8482254744, propagate_forward_time: 37.2280654907, propagate_backward_time: 86.9703216553, weight_update_time: 0.1287490278, other_time: 2.1518020630
epoch time: 8.0309915543s, input_fired_time: 0.1586166173, output_fired_time: 0.0000000000, propagate_forward_time: 7.4801392555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922357559
validation[          , genome  7104] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       752.27222, best error:       752.27222 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 128.8683776855s, input_fired_time: 1.1668047905, output_fired_time: 0.8559005857, propagate_forward_time: 37.2841072083, propagate_backward_time: 87.3993835449, weight_update_time: 0.1453644782, other_time: 2.1621856689
epoch time: 7.9734349251s, input_fired_time: 0.1510302722, output_fired_time: 0.0000000000, propagate_forward_time: 7.4355759621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868288994
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       848.23792, best error:       752.27222 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 128.0208587646s, input_fired_time: 1.1632217169, output_fired_time: 0.8333623409, propagate_forward_time: 37.0270767212, propagate_backward_time: 86.8549575806, weight_update_time: 0.1375212818, other_time: 2.1422424316
epoch time: 7.9461259842s, input_fired_time: 0.1528003365, output_fired_time: 0.0000000000, propagate_forward_time: 7.4005870819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927383423
validation[          , genome  7104] predictions:    9762/  10000 (97.62%), best:    9778/10000 (97.78%), error:       792.71747, best error:       752.27222 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 128.3911590576s, input_fired_time: 1.1739233732, output_fired_time: 0.8470274806, propagate_forward_time: 37.1120681763, propagate_backward_time: 87.1095123291, weight_update_time: 0.1329310536, other_time: 2.1486282349
epoch time: 7.9754643440s, input_fired_time: 0.1483875811, output_fired_time: 0.0000000000, propagate_forward_time: 7.4427862167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842906952
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9778/10000 (97.78%), error:       776.89655, best error:       752.27222 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.5621185303s, input_fired_time: 1.1577024460, output_fired_time: 0.8322513700, propagate_forward_time: 37.2135353088, propagate_backward_time: 87.2184371948, weight_update_time: 0.1325472295, other_time: 2.1401901245
epoch time: 8.0776281357s, input_fired_time: 0.1529306769, output_fired_time: 0.0000000000, propagate_forward_time: 7.5279140472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967833519
validation[          , genome  7104] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       834.25269, best error:       752.27222 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 128.1816864014s, input_fired_time: 1.1659641266, output_fired_time: 0.8511224389, propagate_forward_time: 37.1611976624, propagate_backward_time: 86.8558044434, weight_update_time: 0.1286314428, other_time: 2.1475982666
epoch time: 7.9524769783s, input_fired_time: 0.1558794975, output_fired_time: 0.0000000000, propagate_forward_time: 7.4024024010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941950798
validation[          , genome  7104] predictions:    9737/  10000 (97.37%), best:    9778/10000 (97.78%), error:       910.46936, best error:       752.27222 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 128.6242675781s, input_fired_time: 1.1824474335, output_fired_time: 0.8503137827, propagate_forward_time: 37.3097991943, propagate_backward_time: 87.1123733521, weight_update_time: 0.1352825016, other_time: 2.1693344116
epoch time: 7.9895415306s, input_fired_time: 0.1508397907, output_fired_time: 0.0000000000, propagate_forward_time: 7.4383001328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004015923
validation[          , genome  7104] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       811.43958, best error:       752.27222 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 128.4253845215s, input_fired_time: 1.1671735048, output_fired_time: 0.8373717666, propagate_forward_time: 37.2839355469, propagate_backward_time: 86.9724273682, weight_update_time: 0.1347447485, other_time: 2.1644744873
epoch time: 7.9711499214s, input_fired_time: 0.1522498727, output_fired_time: 0.0000000000, propagate_forward_time: 7.4300098419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888902664
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       737.24640, best error:       737.24640 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 128.2243957520s, input_fired_time: 1.1655840874, output_fired_time: 0.8353225589, propagate_forward_time: 37.1659736633, propagate_backward_time: 86.9220581055, weight_update_time: 0.1332815289, other_time: 2.1354675293
epoch time: 7.9556598663s, input_fired_time: 0.1502520442, output_fired_time: 0.0000000000, propagate_forward_time: 7.4123301506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930778503
validation[          , genome  7104] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       705.29175, best error:       705.29175 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.1229705811s, input_fired_time: 1.1770640612, output_fired_time: 0.8380826116, propagate_forward_time: 37.0613479614, propagate_backward_time: 86.8964996338, weight_update_time: 0.1298221648, other_time: 2.1499786377
epoch time: 7.9749803543s, input_fired_time: 0.1575788409, output_fired_time: 0.0000000000, propagate_forward_time: 7.4299154282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874859810
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9792/10000 (97.92%), error:       710.41693, best error:       705.29175 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.3775939941s, input_fired_time: 1.1811474562, output_fired_time: 0.8416791558, propagate_forward_time: 37.1245689392, propagate_backward_time: 87.0764465332, weight_update_time: 0.1332575977, other_time: 2.1537475586
epoch time: 7.9518427849s, input_fired_time: 0.1638872921, output_fired_time: 0.0000000000, propagate_forward_time: 7.3998861313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880691528
validation[          , genome  7104] predictions:    9709/  10000 (97.09%), best:    9792/10000 (97.92%), error:       980.43756, best error:       705.29175 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 128.3345947266s, input_fired_time: 1.1608802080, output_fired_time: 0.8416191339, propagate_forward_time: 37.1482810974, propagate_backward_time: 87.0528564453, weight_update_time: 0.1273678839, other_time: 2.1309509277
epoch time: 8.0149917603s, input_fired_time: 0.1567564756, output_fired_time: 0.0000000000, propagate_forward_time: 7.4730105400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852248192
validation[          , genome  7104] predictions:    9793/  10000 (97.93%), best:    9792/10000 (97.92%), error:       729.53662, best error:       705.29175 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 128.8463745117s, input_fired_time: 1.1833420992, output_fired_time: 0.8388144374, propagate_forward_time: 37.2596359253, propagate_backward_time: 87.4117355347, weight_update_time: 0.1277824491, other_time: 2.1528472900
epoch time: 8.0657377243s, input_fired_time: 0.1526330560, output_fired_time: 0.0000000000, propagate_forward_time: 7.5182790756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948254585
validation[          , genome  7104] predictions:    9753/  10000 (97.53%), best:    9792/10000 (97.92%), error:       796.14093, best error:       705.29175 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 128.3370208740s, input_fired_time: 1.1666452885, output_fired_time: 0.8584836721, propagate_forward_time: 37.0854721069, propagate_backward_time: 87.0872192383, weight_update_time: 0.1305796057, other_time: 2.1391983032
epoch time: 7.9377994537s, input_fired_time: 0.1490442008, output_fired_time: 0.0000000000, propagate_forward_time: 7.3956646919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930907249
validation[          , genome  7104] predictions:    9779/  10000 (97.79%), best:    9792/10000 (97.92%), error:       758.80365, best error:       705.29175 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 128.3864135742s, input_fired_time: 1.1776736975, output_fired_time: 0.8460162282, propagate_forward_time: 37.1077613831, propagate_backward_time: 87.1265029907, weight_update_time: 0.1280726939, other_time: 2.1284561157
epoch time: 8.0763463974s, input_fired_time: 0.1548654884, output_fired_time: 0.0000000000, propagate_forward_time: 7.5280332565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934478760
validation[          , genome  7104] predictions:    9708/  10000 (97.08%), best:    9792/10000 (97.92%), error:       991.68524, best error:       705.29175 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.5917968750s, input_fired_time: 1.1799429655, output_fired_time: 0.8342245817, propagate_forward_time: 37.2558746338, propagate_backward_time: 87.1624755859, weight_update_time: 0.1274841279, other_time: 2.1592864990
epoch time: 7.9723072052s, input_fired_time: 0.1584752053, output_fired_time: 0.0000000000, propagate_forward_time: 7.4168510437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969807625
validation[          , genome  7104] predictions:    9753/  10000 (97.53%), best:    9792/10000 (97.92%), error:       803.24170, best error:       705.29175 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 128.2148132324s, input_fired_time: 1.1744608879, output_fired_time: 0.8328460455, propagate_forward_time: 37.2199897766, propagate_backward_time: 86.8211517334, weight_update_time: 0.1302644461, other_time: 2.1663665771
epoch time: 7.9357275963s, input_fired_time: 0.1504310071, output_fired_time: 0.0000000000, propagate_forward_time: 7.3890633583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962330818
validation[          , genome  7104] predictions:    9528/  10000 (95.28%), best:    9792/10000 (97.92%), error:      1534.77100, best error:       705.29175 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 128.3748779297s, input_fired_time: 1.1746753454, output_fired_time: 0.8574754000, propagate_forward_time: 37.1629142761, propagate_backward_time: 87.0514221191, weight_update_time: 0.1275761276, other_time: 2.1283874512
epoch time: 7.9576501846s, input_fired_time: 0.1614503413, output_fired_time: 0.0000000000, propagate_forward_time: 7.4051842690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910155296
validation[          , genome  7104] predictions:    9760/  10000 (97.60%), best:    9792/10000 (97.92%), error:       798.63702, best error:       705.29175 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 128.4113769531s, input_fired_time: 1.1811664104, output_fired_time: 0.8441127539, propagate_forward_time: 37.1812553406, propagate_backward_time: 87.0416183472, weight_update_time: 0.1308809966, other_time: 2.1632156372
epoch time: 7.9574403763s, input_fired_time: 0.1535516828, output_fired_time: 0.0000000000, propagate_forward_time: 7.4113788605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925099373
validation[          , genome  7104] predictions:    9769/  10000 (97.69%), best:    9792/10000 (97.92%), error:       777.50140, best error:       705.29175 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 128.3153839111s, input_fired_time: 1.1698720455, output_fired_time: 0.8388541341, propagate_forward_time: 37.1100006104, propagate_backward_time: 87.0536499023, weight_update_time: 0.1323445290, other_time: 2.1430130005
epoch time: 7.9932007790s, input_fired_time: 0.1508073211, output_fired_time: 0.0000000000, propagate_forward_time: 7.4443020821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980913162
validation[          , genome  7104] predictions:    9744/  10000 (97.44%), best:    9792/10000 (97.92%), error:       869.47467, best error:       705.29175 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 128.6922454834s, input_fired_time: 1.1788315773, output_fired_time: 0.8441246152, propagate_forward_time: 37.2487831116, propagate_backward_time: 87.2607803345, weight_update_time: 0.1281851381, other_time: 2.1597213745
epoch time: 7.9802770615s, input_fired_time: 0.1540928781, output_fired_time: 0.0000000000, propagate_forward_time: 7.4388127327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873715401
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       795.64807, best error:       705.29175 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 128.3239135742s, input_fired_time: 1.1703583002, output_fired_time: 0.8599365354, propagate_forward_time: 37.1237068176, propagate_backward_time: 87.0216293335, weight_update_time: 0.1283231229, other_time: 2.1482772827
epoch time: 7.8148841858s, input_fired_time: 0.1583179533, output_fired_time: 0.0000000000, propagate_forward_time: 7.2702050209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863611221
validation[          , genome  7104] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       703.59125, best error:       703.59125 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 128.2562255859s, input_fired_time: 1.1826064587, output_fired_time: 0.8465897441, propagate_forward_time: 37.1492767334, propagate_backward_time: 86.9140930176, weight_update_time: 0.1321824938, other_time: 2.1636581421
epoch time: 7.9633846283s, input_fired_time: 0.1495970339, output_fired_time: 0.0000000000, propagate_forward_time: 7.4238920212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898954391
validation[          , genome  7104] predictions:    9760/  10000 (97.60%), best:    9797/10000 (97.97%), error:       849.00970, best error:       703.59125 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 128.6396636963s, input_fired_time: 1.1728644371, output_fired_time: 0.8518728614, propagate_forward_time: 37.1861038208, propagate_backward_time: 87.2663879395, weight_update_time: 0.1323565394, other_time: 2.1624298096
epoch time: 8.0079774857s, input_fired_time: 0.1506258249, output_fired_time: 0.0000000000, propagate_forward_time: 7.4693055153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880462646
validation[          , genome  7104] predictions:    9782/  10000 (97.82%), best:    9797/10000 (97.97%), error:       757.43616, best error:       703.59125 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 128.3008270264s, input_fired_time: 1.1772681475, output_fired_time: 0.8404365778, propagate_forward_time: 37.1083564758, propagate_backward_time: 87.0273742676, weight_update_time: 0.1295557469, other_time: 2.1473846436
epoch time: 7.9139800072s, input_fired_time: 0.1510947198, output_fired_time: 0.0000000000, propagate_forward_time: 7.3689355850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939495087
validation[          , genome  7104] predictions:    9748/  10000 (97.48%), best:    9797/10000 (97.97%), error:       819.45648, best error:       703.59125 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 127.9687957764s, input_fired_time: 1.1759148836, output_fired_time: 0.8394004107, propagate_forward_time: 37.0392875671, propagate_backward_time: 86.7448959351, weight_update_time: 0.1292249113, other_time: 2.1692886353
epoch time: 7.9225654602s, input_fired_time: 0.1514474601, output_fired_time: 0.0000000000, propagate_forward_time: 7.3777060509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934121132
validation[          , genome  7104] predictions:    9727/  10000 (97.27%), best:    9797/10000 (97.97%), error:       917.93103, best error:       703.59125 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 128.1455535889s, input_fired_time: 1.1827735901, output_fired_time: 0.8427597284, propagate_forward_time: 37.1173210144, propagate_backward_time: 86.8750991821, weight_update_time: 0.1292265803, other_time: 2.1276016235
epoch time: 7.9246230125s, input_fired_time: 0.1541513205, output_fired_time: 0.0000000000, propagate_forward_time: 7.3842582703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862133026
validation[          , genome  7104] predictions:    9747/  10000 (97.47%), best:    9797/10000 (97.97%), error:       885.26093, best error:       703.59125 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 128.0887603760s, input_fired_time: 1.1871242523, output_fired_time: 0.8370354772, propagate_forward_time: 37.1555480957, propagate_backward_time: 86.7629547119, weight_update_time: 0.1278944910, other_time: 2.1460952759
epoch time: 7.9637856483s, input_fired_time: 0.1506691128, output_fired_time: 0.0000000000, propagate_forward_time: 7.4261875153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869290352
validation[          , genome  7104] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       688.12756, best error:       688.12756 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 128.1554870605s, input_fired_time: 1.1781250238, output_fired_time: 0.8334022164, propagate_forward_time: 37.1103401184, propagate_backward_time: 86.8770294189, weight_update_time: 0.1291928887, other_time: 2.1565856934
epoch time: 7.9538192749s, input_fired_time: 0.1612265259, output_fired_time: 0.0000000000, propagate_forward_time: 7.3983316422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942608833
validation[          , genome  7104] predictions:    9794/  10000 (97.94%), best:    9804/10000 (98.04%), error:       703.26135, best error:       688.12756 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.0404052734s, input_fired_time: 1.1720229387, output_fired_time: 0.8507385850, propagate_forward_time: 37.1514587402, propagate_backward_time: 86.7348251343, weight_update_time: 0.1295095235, other_time: 2.1313629150
epoch time: 7.9088039398s, input_fired_time: 0.1508333534, output_fired_time: 0.0000000000, propagate_forward_time: 7.3748755455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830952644
validation[          , genome  7104] predictions:    9783/  10000 (97.83%), best:    9804/10000 (98.04%), error:       774.86450, best error:       688.12756 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.2270355225s, input_fired_time: 1.1754631996, output_fired_time: 0.8494313359, propagate_forward_time: 37.1512527466, propagate_backward_time: 86.8854064941, weight_update_time: 0.1302758753, other_time: 2.1654815674
epoch time: 7.9792914391s, input_fired_time: 0.1574673951, output_fired_time: 0.0000000000, propagate_forward_time: 7.4276413918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941826820
validation[          , genome  7104] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       746.68774, best error:       688.12756 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.9578933716s, input_fired_time: 1.1737604141, output_fired_time: 0.8555721045, propagate_forward_time: 37.0711021423, propagate_backward_time: 86.7000885010, weight_update_time: 0.1306423396, other_time: 2.1573638916
epoch time: 7.9324727058s, input_fired_time: 0.1567325294, output_fired_time: 0.0000000000, propagate_forward_time: 7.3778500557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978900909
validation[          , genome  7104] predictions:    9730/  10000 (97.30%), best:    9804/10000 (98.04%), error:       934.00537, best error:       688.12756 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 128.5529327393s, input_fired_time: 1.1776458025, output_fired_time: 0.8429970145, propagate_forward_time: 37.2129325867, propagate_backward_time: 87.1657638550, weight_update_time: 0.1292533726, other_time: 2.1536026001
epoch time: 7.9847550392s, input_fired_time: 0.1488557309, output_fired_time: 0.0000000000, propagate_forward_time: 7.4427666664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931326866
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9804/10000 (98.04%), error:       845.12958, best error:       688.12756 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 128.0804595947s, input_fired_time: 1.1785157919, output_fired_time: 0.8484173417, propagate_forward_time: 37.1118431091, propagate_backward_time: 86.7739410400, weight_update_time: 0.1402790397, other_time: 2.1677398682
epoch time: 7.9934840202s, input_fired_time: 0.1549461037, output_fired_time: 0.0000000000, propagate_forward_time: 7.4490456581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894920349
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9804/10000 (98.04%), error:       775.08685, best error:       688.12756 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 128.4239349365s, input_fired_time: 1.1732950211, output_fired_time: 0.8396369219, propagate_forward_time: 37.2202415466, propagate_backward_time: 87.0534744263, weight_update_time: 0.1289499104, other_time: 2.1372909546
epoch time: 7.9671874046s, input_fired_time: 0.1523102969, output_fired_time: 0.0000000000, propagate_forward_time: 7.4221115112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927655220
validation[          , genome  7104] predictions:    9797/  10000 (97.97%), best:    9804/10000 (98.04%), error:       718.74579, best error:       688.12756 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.0237121582s, input_fired_time: 1.1672482491, output_fired_time: 0.8382177353, propagate_forward_time: 37.1550369263, propagate_backward_time: 86.7151107788, weight_update_time: 0.1326641738, other_time: 2.1480941772
epoch time: 7.9481577873s, input_fired_time: 0.1498406082, output_fired_time: 0.0000000000, propagate_forward_time: 7.4116892815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866276741
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9804/10000 (98.04%), error:       780.62335, best error:       688.12756 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.3470764160s, input_fired_time: 1.1679018736, output_fired_time: 0.8500746489, propagate_forward_time: 37.1267013550, propagate_backward_time: 87.0573043823, weight_update_time: 0.1371508539, other_time: 2.1450958252
epoch time: 7.9904918671s, input_fired_time: 0.1572175622, output_fired_time: 0.0000000000, propagate_forward_time: 7.4395251274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937492371
validation[          , genome  7104] predictions:    9773/  10000 (97.73%), best:    9804/10000 (98.04%), error:       773.72339, best error:       688.12756 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 128.4362335205s, input_fired_time: 1.1920986176, output_fired_time: 0.8483091593, propagate_forward_time: 37.1636047363, propagate_backward_time: 87.0908432007, weight_update_time: 0.1301336288, other_time: 2.1413726807
epoch time: 7.9600687027s, input_fired_time: 0.1620113254, output_fired_time: 0.0000000000, propagate_forward_time: 7.4018011093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962564468
validation[          , genome  7104] predictions:    9765/  10000 (97.65%), best:    9804/10000 (98.04%), error:       774.28784, best error:       688.12756 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 128.1127624512s, input_fired_time: 1.1916196346, output_fired_time: 0.8424421549, propagate_forward_time: 37.1225013733, propagate_backward_time: 86.8065643311, weight_update_time: 0.1291220784, other_time: 2.1496276855
epoch time: 7.9566965103s, input_fired_time: 0.1510146409, output_fired_time: 0.0000000000, propagate_forward_time: 7.4133443832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923373222
validation[          , genome  7104] predictions:    9778/  10000 (97.78%), best:    9804/10000 (98.04%), error:       722.67383, best error:       688.12756 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 128.5526733398s, input_fired_time: 1.1903162003, output_fired_time: 0.8514200449, propagate_forward_time: 37.1300506592, propagate_backward_time: 87.2444839478, weight_update_time: 0.1305065453, other_time: 2.1364059448
epoch time: 7.9576420784s, input_fired_time: 0.1495035589, output_fired_time: 0.0000000000, propagate_forward_time: 7.4189810753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891572952
validation[          , genome  7104] predictions:    9763/  10000 (97.63%), best:    9804/10000 (98.04%), error:       780.69653, best error:       688.12756 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 128.2060394287s, input_fired_time: 1.1767739058, output_fired_time: 0.8458750844, propagate_forward_time: 37.1180839539, propagate_backward_time: 86.9259414673, weight_update_time: 0.1295363158, other_time: 2.1393661499
epoch time: 8.0026073456s, input_fired_time: 0.1538614333, output_fired_time: 0.0000000000, propagate_forward_time: 7.4599094391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888363838
validation[          , genome  7104] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       739.35272, best error:       688.12756 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.9294433594s, input_fired_time: 1.1832097769, output_fired_time: 0.8543038964, propagate_forward_time: 37.3221626282, propagate_backward_time: 87.4137344360, weight_update_time: 0.1287502497, other_time: 2.1560287476
epoch time: 7.9498686790s, input_fired_time: 0.1525576413, output_fired_time: 0.0000000000, propagate_forward_time: 7.3999538422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973569870
validation[          , genome  7104] predictions:    9785/  10000 (97.85%), best:    9804/10000 (98.04%), error:       719.48505, best error:       688.12756 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 128.3890838623s, input_fired_time: 1.1913748980, output_fired_time: 0.8457613587, propagate_forward_time: 37.1253547668, propagate_backward_time: 87.0756378174, weight_update_time: 0.1314140409, other_time: 2.1509552002
epoch time: 7.9574222565s, input_fired_time: 0.1570660770, output_fired_time: 0.0000000000, propagate_forward_time: 7.4112372398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891191483
validation[          , genome  7104] predictions:    9784/  10000 (97.84%), best:    9804/10000 (98.04%), error:       746.52930, best error:       688.12756 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 128.4714050293s, input_fired_time: 1.1864930391, output_fired_time: 0.8478670716, propagate_forward_time: 37.2159309387, propagate_backward_time: 87.0719909668, weight_update_time: 0.1300802082, other_time: 2.1491241455
epoch time: 7.9891786575s, input_fired_time: 0.1577056497, output_fired_time: 0.0000000000, propagate_forward_time: 7.4463181496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851547241
validation[          , genome  7104] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       732.41504, best error:       688.12756 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.3432312012s, input_fired_time: 1.1785024405, output_fired_time: 0.8457944393, propagate_forward_time: 37.1452941895, propagate_backward_time: 87.0230407715, weight_update_time: 0.1294039041, other_time: 2.1505966187
epoch time: 7.9842009544s, input_fired_time: 0.1526657045, output_fired_time: 0.0000000000, propagate_forward_time: 7.4296975136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018378258
validation[          , genome  7104] predictions:    9727/  10000 (97.27%), best:    9804/10000 (98.04%), error:       889.65375, best error:       688.12756 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 128.7697448730s, input_fired_time: 1.1817429066, output_fired_time: 0.8412716985, propagate_forward_time: 37.3433799744, propagate_backward_time: 87.2615661621, weight_update_time: 0.1324698776, other_time: 2.1417846680
epoch time: 7.9261035919s, input_fired_time: 0.1561440974, output_fired_time: 0.0000000000, propagate_forward_time: 7.3870201111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829393387
validation[          , genome  7104] predictions:    9792/  10000 (97.92%), best:    9804/10000 (98.04%), error:       716.90692, best error:       688.12756 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 128.1877136230s, input_fired_time: 1.1994016171, output_fired_time: 0.8428611755, propagate_forward_time: 37.0859565735, propagate_backward_time: 86.9200668335, weight_update_time: 0.1292925775, other_time: 2.1394271851
epoch time: 7.9446139336s, input_fired_time: 0.1551260948, output_fired_time: 0.0000000000, propagate_forward_time: 7.3982529640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912348747
validation[          , genome  7104] predictions:    9798/  10000 (97.98%), best:    9804/10000 (98.04%), error:       759.51959, best error:       688.12756 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 128.5778808594s, input_fired_time: 1.1901143789, output_fired_time: 0.8438982368, propagate_forward_time: 37.2542915344, propagate_backward_time: 87.1289215088, weight_update_time: 0.1354095638, other_time: 2.1606597900
epoch time: 8.0065078735s, input_fired_time: 0.1624570340, output_fired_time: 0.0000000000, propagate_forward_time: 7.4365792274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074716568
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9804/10000 (98.04%), error:       735.82648, best error:       688.12756 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 128.6067504883s, input_fired_time: 1.1880152225, output_fired_time: 0.8555544615, propagate_forward_time: 37.2819747925, propagate_backward_time: 87.1227416992, weight_update_time: 0.1305317581, other_time: 2.1584625244
epoch time: 7.9602184296s, input_fired_time: 0.1592878997, output_fired_time: 0.0000000000, propagate_forward_time: 7.4112668037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896636963
validation[          , genome  7104] predictions:    9789/  10000 (97.89%), best:    9804/10000 (98.04%), error:       741.36072, best error:       688.12756 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 128.5010223389s, input_fired_time: 1.1943111420, output_fired_time: 0.8495761752, propagate_forward_time: 37.2335777283, propagate_backward_time: 87.0690536499, weight_update_time: 0.1304912418, other_time: 2.1545028687
epoch time: 7.9456582069s, input_fired_time: 0.1487208307, output_fired_time: 0.0000000000, propagate_forward_time: 7.3989353180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980021477
validation[          , genome  7104] predictions:    9746/  10000 (97.46%), best:    9804/10000 (98.04%), error:       872.24414, best error:       688.12756 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 128.6541595459s, input_fired_time: 1.1736809015, output_fired_time: 0.8504214287, propagate_forward_time: 37.2673568726, propagate_backward_time: 87.2285614014, weight_update_time: 0.1277817339, other_time: 2.1341400146
epoch time: 8.0097064972s, input_fired_time: 0.1530910432, output_fired_time: 0.0000000000, propagate_forward_time: 7.4658532143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907623291
validation[          , genome  7104] predictions:    9806/  10000 (98.06%), best:    9804/10000 (98.04%), error:       691.44897, best error:       688.12756 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.2771911621s, input_fired_time: 1.1904969215, output_fired_time: 0.8346820474, propagate_forward_time: 37.1497154236, propagate_backward_time: 86.9649505615, weight_update_time: 0.1283669323, other_time: 2.1373443604
epoch time: 7.9226722717s, input_fired_time: 0.1551497877, output_fired_time: 0.0000000000, propagate_forward_time: 7.3771862984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903360367
validation[          , genome  7104] predictions:    9705/  10000 (97.05%), best:    9804/10000 (98.04%), error:       973.93201, best error:       688.12756 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 128.4342193604s, input_fired_time: 1.1902601719, output_fired_time: 0.8410799503, propagate_forward_time: 37.0998344421, propagate_backward_time: 87.1612091064, weight_update_time: 0.1288670301, other_time: 2.1418304443
epoch time: 7.9725189209s, input_fired_time: 0.1513762623, output_fired_time: 0.0000000000, propagate_forward_time: 7.4301691055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909735680
validation[          , genome  7104] predictions:    9784/  10000 (97.84%), best:    9804/10000 (98.04%), error:       752.45990, best error:       688.12756 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.0817565918s, input_fired_time: 1.1778912544, output_fired_time: 0.8413695693, propagate_forward_time: 37.2094650269, propagate_backward_time: 86.6948089600, weight_update_time: 0.1342134625, other_time: 2.1582183838
epoch time: 7.9583015442s, input_fired_time: 0.1568270326, output_fired_time: 0.0000000000, propagate_forward_time: 7.3990902901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023842812
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9804/10000 (98.04%), error:       761.72034, best error:       688.12756 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 128.5381469727s, input_fired_time: 1.1890218258, output_fired_time: 0.8431723714, propagate_forward_time: 37.2145690918, propagate_backward_time: 87.1506729126, weight_update_time: 0.1309826225, other_time: 2.1407165527
epoch time: 7.9620795250s, input_fired_time: 0.1511812359, output_fired_time: 0.0000000000, propagate_forward_time: 7.4197030067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911952972
validation[          , genome  7104] predictions:    9774/  10000 (97.74%), best:    9804/10000 (98.04%), error:       799.28760, best error:       688.12756 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 128.5763854980s, input_fired_time: 1.1787781715, output_fired_time: 0.8422076106, propagate_forward_time: 37.2431755066, propagate_backward_time: 87.1668701172, weight_update_time: 0.1311174333, other_time: 2.1453552246
epoch time: 7.9947586060s, input_fired_time: 0.1548313051, output_fired_time: 0.0000000000, propagate_forward_time: 7.4561762810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837509155
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9804/10000 (98.04%), error:       743.48315, best error:       688.12756 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 128.2601776123s, input_fired_time: 1.1743326187, output_fired_time: 0.8350518942, propagate_forward_time: 37.1215171814, propagate_backward_time: 86.9818420410, weight_update_time: 0.1283529103, other_time: 2.1474304199
epoch time: 7.9303441048s, input_fired_time: 0.1523540318, output_fired_time: 0.0000000000, propagate_forward_time: 7.3907804489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872094154
validation[          , genome  7104] predictions:    9743/  10000 (97.43%), best:    9804/10000 (98.04%), error:       826.32056, best error:       688.12756 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 128.6520385742s, input_fired_time: 1.1924737692, output_fired_time: 0.8382914662, propagate_forward_time: 37.2508125305, propagate_backward_time: 87.2245559692, weight_update_time: 0.1314084381, other_time: 2.1458969116
epoch time: 7.9934263229s, input_fired_time: 0.1535918862, output_fired_time: 0.0000000000, propagate_forward_time: 7.4487619400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910722733
validation[          , genome  7104] predictions:    9784/  10000 (97.84%), best:    9804/10000 (98.04%), error:       731.12701, best error:       688.12756 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 128.7050323486s, input_fired_time: 1.1828566790, output_fired_time: 0.8601602316, propagate_forward_time: 37.2957687378, propagate_backward_time: 87.2025680542, weight_update_time: 0.1285220981, other_time: 2.1636810303
epoch time: 8.0243968964s, input_fired_time: 0.1594747007, output_fired_time: 0.0000000000, propagate_forward_time: 7.4737653732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911566734
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9804/10000 (98.04%), error:       805.84033, best error:       688.12756 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 128.7069396973s, input_fired_time: 1.1951262951, output_fired_time: 0.8417011499, propagate_forward_time: 37.2716293335, propagate_backward_time: 87.2372131348, weight_update_time: 0.1310897917, other_time: 2.1612701416
epoch time: 7.9520988464s, input_fired_time: 0.1562079042, output_fired_time: 0.0000000000, propagate_forward_time: 7.4049787521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909120560
validation[          , genome  7104] predictions:    9765/  10000 (97.65%), best:    9804/10000 (98.04%), error:       796.19806, best error:       688.12756 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 128.4876556396s, input_fired_time: 1.1896570921, output_fired_time: 0.8480183482, propagate_forward_time: 37.2762870789, propagate_backward_time: 87.0314407349, weight_update_time: 0.1304770261, other_time: 2.1422500610
epoch time: 7.9595928192s, input_fired_time: 0.1588576436, output_fired_time: 0.0000000000, propagate_forward_time: 7.4137611389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869738579
validation[          , genome  7104] predictions:    9785/  10000 (97.85%), best:    9804/10000 (98.04%), error:       722.99683, best error:       688.12756 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.8992309570s, input_fired_time: 1.1834695339, output_fired_time: 0.8481265306, propagate_forward_time: 37.3634872437, propagate_backward_time: 87.3439407349, weight_update_time: 0.1314085722, other_time: 2.1602020264
epoch time: 8.0100269318s, input_fired_time: 0.1558083147, output_fired_time: 0.0000000000, propagate_forward_time: 7.4670972824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871212006
validation[          , genome  7104] predictions:    9731/  10000 (97.31%), best:    9804/10000 (98.04%), error:       917.40735, best error:       688.12756 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 128.3542633057s, input_fired_time: 1.2099577188, output_fired_time: 0.8561733961, propagate_forward_time: 37.0746345520, propagate_backward_time: 87.0592727661, weight_update_time: 0.1283409148, other_time: 2.1542282104
epoch time: 8.0392274857s, input_fired_time: 0.1587906778, output_fired_time: 0.0000000000, propagate_forward_time: 7.4871087074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933281898
validation[          , genome  7104] predictions:    9778/  10000 (97.78%), best:    9804/10000 (98.04%), error:       727.97137, best error:       688.12756 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 128.5758666992s, input_fired_time: 1.1958998442, output_fired_time: 0.8565438390, propagate_forward_time: 37.2460174561, propagate_backward_time: 87.1220474243, weight_update_time: 0.1334686726, other_time: 2.1553573608
epoch time: 7.9789085388s, input_fired_time: 0.1586147398, output_fired_time: 0.0000000000, propagate_forward_time: 7.4281229973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921709061
validation[          , genome  7104] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       671.40027, best error:       671.40027 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 128.2959442139s, input_fired_time: 1.1867470741, output_fired_time: 0.8464044929, propagate_forward_time: 37.1415405273, propagate_backward_time: 86.9580535889, weight_update_time: 0.1299441159, other_time: 2.1632003784
epoch time: 8.0490989685s, input_fired_time: 0.1554995179, output_fired_time: 0.0000000000, propagate_forward_time: 7.4929227829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006767273
validation[          , genome  7104] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       689.98077, best error:       671.40027 on epoch:    99, 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: 39.9074516296s, input_fired_time: 0.7932030559, output_fired_time: 0.0000000000, propagate_forward_time: 37.1194801331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9947700500
best training[          , genome  7104] predictions:   49759/  50000 (99.52%), best:    9796/10000 (97.96%), error:      1050.56104, best error:       671.40027 on epoch:    99, 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: 7.9539823532s, input_fired_time: 0.1551036984, output_fired_time: 0.0000000000, propagate_forward_time: 7.4053707123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935079575
   testing[          , genome  7104] predictions:    9824/  10000 (98.24%), best:    9796/10000 (97.96%), error:       611.06329, best error:       671.40027 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:19:04 (97256): called boinc_finish(0)

</stderr_txt>
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