Nameexact_genome_1512568488_42_5219_1
Workunit2597336
Created7 Dec 2017, 13:44:34 UTC
Sent7 Dec 2017, 13:49:22 UTC
Report deadline10 Dec 2017, 18:26:12 UTC
Received7 Dec 2017, 15:35:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 45 min 32 sec
CPU time1 hours 45 min 13 sec
Validate stateValid
Credit798.06
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.73 MB
Peak swap size159.44 MB
Peak disk usage1.93 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1161006019, output_fired_time: 0.0000000000, propagate_forward_time: 4.1616415977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371389389
validation[          , genome  5219] predictions:    9587/  10000 (95.87%), best:    9626/10000 (96.26%), error:      1414.26733, best error:      1256.13477 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 57.2715415955s, input_fired_time: 0.9022971392, output_fired_time: 0.8043386936, propagate_forward_time: 20.9757709503, propagate_backward_time: 31.4885826111, weight_update_time: 0.1431999058, other_time: 3.1005516052
epoch time: 4.8197922707s, input_fired_time: 0.1211648211, output_fired_time: 0.0000000000, propagate_forward_time: 4.1721601486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264673233
validation[          , genome  5219] predictions:    9567/  10000 (95.67%), best:    9626/10000 (96.26%), error:      1422.52466, best error:      1256.13477 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 56.9615211487s, input_fired_time: 0.8990173340, output_fired_time: 0.8021207452, propagate_forward_time: 20.8627948761, propagate_backward_time: 31.3342666626, weight_update_time: 0.1416050047, other_time: 3.0633239746
epoch time: 4.8530344963s, input_fired_time: 0.1245122477, output_fired_time: 0.0000000000, propagate_forward_time: 4.1856436729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428786278
validation[          , genome  5219] predictions:    9602/  10000 (96.02%), best:    9626/10000 (96.26%), error:      1296.19922, best error:      1256.13477 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.3346595764s, input_fired_time: 0.9246451259, output_fired_time: 0.8111730814, propagate_forward_time: 21.0046672821, propagate_backward_time: 31.4746398926, weight_update_time: 0.1436402351, other_time: 3.1195373535
epoch time: 4.8040175438s, input_fired_time: 0.1119994968, output_fired_time: 0.0000000000, propagate_forward_time: 4.1953849792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966330528
validation[          , genome  5219] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1237.31213, best error:      1237.31213 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 57.3312835693s, input_fired_time: 0.9110788107, output_fired_time: 0.8059094548, propagate_forward_time: 20.9898090363, propagate_backward_time: 31.5734157562, weight_update_time: 0.1406511515, other_time: 3.0510730743
epoch time: 4.5144639015s, input_fired_time: 0.1044894755, output_fired_time: 0.0000000000, propagate_forward_time: 3.9344372749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755373001
validation[          , genome  5219] predictions:    9536/  10000 (95.36%), best:    9637/10000 (96.37%), error:      1478.34998, best error:      1237.31213 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 57.3886375427s, input_fired_time: 0.9128090143, output_fired_time: 0.8021853566, propagate_forward_time: 21.1059741974, propagate_backward_time: 31.4976978302, weight_update_time: 0.1425015330, other_time: 3.0699748993
epoch time: 4.9257826805s, input_fired_time: 0.1255869567, output_fired_time: 0.0000000000, propagate_forward_time: 4.2477121353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524835587
validation[          , genome  5219] predictions:    9624/  10000 (96.24%), best:    9637/10000 (96.37%), error:      1277.79126, best error:      1237.31213 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.9685935974s, input_fired_time: 0.9045832753, output_fired_time: 0.8044004440, propagate_forward_time: 20.8503475189, propagate_backward_time: 31.3273029327, weight_update_time: 0.1439131200, other_time: 3.0819606781
epoch time: 4.9015669823s, input_fired_time: 0.1206973866, output_fired_time: 0.0000000000, propagate_forward_time: 4.2410368919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398325920
validation[          , genome  5219] predictions:    9584/  10000 (95.84%), best:    9637/10000 (96.37%), error:      1391.92810, best error:      1237.31213 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.6077423096s, input_fired_time: 0.9313558936, output_fired_time: 0.8230044842, propagate_forward_time: 21.0274181366, propagate_backward_time: 31.6220111847, weight_update_time: 0.1471509933, other_time: 3.2039546967
epoch time: 4.7721762657s, input_fired_time: 0.1118796617, output_fired_time: 0.0000000000, propagate_forward_time: 4.1622104645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980859756
validation[          , genome  5219] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1155.62024, best error:      1155.62024 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 57.6396942139s, input_fired_time: 0.9234681726, output_fired_time: 0.8161696196, propagate_forward_time: 21.1257324219, propagate_backward_time: 31.6134433746, weight_update_time: 0.1459345222, other_time: 3.1608791351
epoch time: 4.7004876137s, input_fired_time: 0.1186805591, output_fired_time: 0.0000000000, propagate_forward_time: 4.0588369370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229701996
validation[          , genome  5219] predictions:    9564/  10000 (95.64%), best:    9659/10000 (96.59%), error:      1496.88696, best error:      1155.62024 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.8554344177s, input_fired_time: 0.8899115324, output_fired_time: 0.7923483253, propagate_forward_time: 20.9022331238, propagate_backward_time: 31.2921772003, weight_update_time: 0.1381740421, other_time: 2.9787654877
epoch time: 4.7824053764s, input_fired_time: 0.1088696495, output_fired_time: 0.0000000000, propagate_forward_time: 4.1880993843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854364395
validation[          , genome  5219] predictions:    9595/  10000 (95.95%), best:    9659/10000 (96.59%), error:      1312.86267, best error:      1155.62024 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 56.9263420105s, input_fired_time: 0.9225611091, output_fired_time: 0.8062468767, propagate_forward_time: 20.8684215546, propagate_backward_time: 31.1915454865, weight_update_time: 0.1450072825, other_time: 3.1375637054
epoch time: 4.8740558624s, input_fired_time: 0.1245306730, output_fired_time: 0.0000000000, propagate_forward_time: 4.2101025581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394225121
validation[          , genome  5219] predictions:    9630/  10000 (96.30%), best:    9659/10000 (96.59%), error:      1253.25391, best error:      1155.62024 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.2047119141s, input_fired_time: 0.9087328315, output_fired_time: 0.8050113320, propagate_forward_time: 20.9040699005, propagate_backward_time: 31.4767932892, weight_update_time: 0.1439622492, other_time: 3.1101055145
epoch time: 4.8866915703s, input_fired_time: 0.1216542721, output_fired_time: 0.0000000000, propagate_forward_time: 4.2330770493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319604874
validation[          , genome  5219] predictions:    9656/  10000 (96.56%), best:    9659/10000 (96.59%), error:      1163.72302, best error:      1155.62024 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.8496971130s, input_fired_time: 0.8930196166, output_fired_time: 0.8007225990, propagate_forward_time: 20.8534851074, propagate_backward_time: 31.3041419983, weight_update_time: 0.1390301585, other_time: 2.9983253479
epoch time: 4.3023338318s, input_fired_time: 0.1032678336, output_fired_time: 0.0000000000, propagate_forward_time: 3.7324862480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665799141
validation[          , genome  5219] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1116.27515, best error:      1116.27515 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 57.0311203003s, input_fired_time: 0.9067049623, output_fired_time: 0.8086325526, propagate_forward_time: 20.8870334625, propagate_backward_time: 31.3712635040, weight_update_time: 0.1410766244, other_time: 3.0574855804
epoch time: 4.7219328880s, input_fired_time: 0.1124684736, output_fired_time: 0.0000000000, propagate_forward_time: 4.1057696342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036950111
validation[          , genome  5219] predictions:    9652/  10000 (96.52%), best:    9669/10000 (96.69%), error:      1150.40076, best error:      1116.27515 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 57.1149291992s, input_fired_time: 0.9103639722, output_fired_time: 0.8096528053, propagate_forward_time: 20.8839683533, propagate_backward_time: 31.4620513916, weight_update_time: 0.1412189901, other_time: 3.0488929749
epoch time: 4.5256876945s, input_fired_time: 0.1086919680, output_fired_time: 0.0000000000, propagate_forward_time: 3.9435899258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734055996
validation[          , genome  5219] predictions:    9638/  10000 (96.38%), best:    9669/10000 (96.69%), error:      1198.06262, best error:      1116.27515 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.9382133484s, input_fired_time: 0.9121651053, output_fired_time: 0.8060559630, propagate_forward_time: 20.8096847534, propagate_backward_time: 31.3212223053, weight_update_time: 0.1436673701, other_time: 3.0890827179
epoch time: 4.8449363708s, input_fired_time: 0.1201049462, output_fired_time: 0.0000000000, propagate_forward_time: 4.2103781700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144534111
validation[          , genome  5219] predictions:    9654/  10000 (96.54%), best:    9669/10000 (96.69%), error:      1184.59265, best error:      1116.27515 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.7544288635s, input_fired_time: 0.9311842322, output_fired_time: 0.8218899965, propagate_forward_time: 21.0996494293, propagate_backward_time: 31.6672611237, weight_update_time: 0.1498579532, other_time: 3.2344417572
epoch time: 4.8774104118s, input_fired_time: 0.1241062507, output_fired_time: 0.0000000000, propagate_forward_time: 4.2185263634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347776413
validation[          , genome  5219] predictions:    9660/  10000 (96.60%), best:    9669/10000 (96.69%), error:      1185.16113, best error:      1116.27515 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.9239311218s, input_fired_time: 0.9053232670, output_fired_time: 0.8050529957, propagate_forward_time: 20.8024387360, propagate_backward_time: 31.3272933960, weight_update_time: 0.1428000927, other_time: 3.0838241577
epoch time: 4.8498902321s, input_fired_time: 0.1148733571, output_fired_time: 0.0000000000, propagate_forward_time: 4.2249360085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100808144
validation[          , genome  5219] predictions:    9643/  10000 (96.43%), best:    9669/10000 (96.69%), error:      1230.21790, best error:      1116.27515 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.0119094849s, input_fired_time: 0.9062042832, output_fired_time: 0.7970822453, propagate_forward_time: 20.8493556976, propagate_backward_time: 31.3288497925, weight_update_time: 0.1457015276, other_time: 3.1304168701
epoch time: 4.8054656982s, input_fired_time: 0.1186964735, output_fired_time: 0.0000000000, propagate_forward_time: 4.1724829674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142860413
validation[          , genome  5219] predictions:    9583/  10000 (95.83%), best:    9669/10000 (96.69%), error:      1416.01465, best error:      1116.27515 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.7814140320s, input_fired_time: 0.9076377153, output_fired_time: 0.7981806993, propagate_forward_time: 20.8612785339, propagate_backward_time: 31.1663532257, weight_update_time: 0.1417038143, other_time: 3.0479640961
epoch time: 4.8084321022s, input_fired_time: 0.1198479459, output_fired_time: 0.0000000000, propagate_forward_time: 4.1757035255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128808022
validation[          , genome  5219] predictions:    9666/  10000 (96.66%), best:    9669/10000 (96.69%), error:      1135.00952, best error:      1116.27515 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.0631942749s, input_fired_time: 0.9271578193, output_fired_time: 0.8148723841, propagate_forward_time: 20.8495635986, propagate_backward_time: 31.3248901367, weight_update_time: 0.1467572898, other_time: 3.1467094421
epoch time: 4.8301992416s, input_fired_time: 0.1174543351, output_fired_time: 0.0000000000, propagate_forward_time: 4.2083601952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043845177
validation[          , genome  5219] predictions:    9649/  10000 (96.49%), best:    9669/10000 (96.69%), error:      1145.11548, best error:      1116.27515 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 57.3596267700s, input_fired_time: 0.9135407209, output_fired_time: 0.8109686971, propagate_forward_time: 20.9954433441, propagate_backward_time: 31.4899463654, weight_update_time: 0.1442822963, other_time: 3.1497249603
epoch time: 4.8052535057s, input_fired_time: 0.1129994243, output_fired_time: 0.0000000000, propagate_forward_time: 4.2023944855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898595810
validation[          , genome  5219] predictions:    9613/  10000 (96.13%), best:    9669/10000 (96.69%), error:      1330.89551, best error:      1116.27515 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 57.1771507263s, input_fired_time: 0.9081767201, output_fired_time: 0.8034674525, propagate_forward_time: 20.9583854675, propagate_backward_time: 31.4194030762, weight_update_time: 0.1429551691, other_time: 3.0877189636
epoch time: 4.8247847557s, input_fired_time: 0.1137710214, output_fired_time: 0.0000000000, propagate_forward_time: 4.2132067680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978070259
validation[          , genome  5219] predictions:    9645/  10000 (96.45%), best:    9669/10000 (96.69%), error:      1303.90698, best error:      1116.27515 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 57.4053649902s, input_fired_time: 0.9286634326, output_fired_time: 0.8066872358, propagate_forward_time: 21.0040302277, propagate_backward_time: 31.4831485748, weight_update_time: 0.1472298354, other_time: 3.1828365326
epoch time: 4.8279299736s, input_fired_time: 0.1131781042, output_fired_time: 0.0000000000, propagate_forward_time: 4.2143840790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003676414
validation[          , genome  5219] predictions:    9647/  10000 (96.47%), best:    9669/10000 (96.69%), error:      1150.77100, best error:      1116.27515 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.0088500977s, input_fired_time: 0.9193805456, output_fired_time: 0.8054397702, propagate_forward_time: 20.8393898010, propagate_backward_time: 31.2857074738, weight_update_time: 0.1511098146, other_time: 3.1589336395
epoch time: 4.8105206490s, input_fired_time: 0.1261153221, output_fired_time: 0.0000000000, propagate_forward_time: 4.1698160172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145893097
validation[          , genome  5219] predictions:    9665/  10000 (96.65%), best:    9669/10000 (96.69%), error:      1177.77856, best error:      1116.27515 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 57.5582313538s, input_fired_time: 0.9316477776, output_fired_time: 0.8177034259, propagate_forward_time: 21.0482501984, propagate_backward_time: 31.5914402008, weight_update_time: 0.1476737708, other_time: 3.1691875458
epoch time: 4.8681035042s, input_fired_time: 0.1252592653, output_fired_time: 0.0000000000, propagate_forward_time: 4.1999549866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428891182
validation[          , genome  5219] predictions:    9657/  10000 (96.57%), best:    9669/10000 (96.69%), error:      1121.18665, best error:      1116.27515 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 57.5409164429s, input_fired_time: 0.9338241220, output_fired_time: 0.8100858927, propagate_forward_time: 20.9986476898, propagate_backward_time: 31.6705150604, weight_update_time: 0.1443641782, other_time: 3.1278476715
epoch time: 4.8877429962s, input_fired_time: 0.1302819848, output_fired_time: 0.0000000000, propagate_forward_time: 4.2097897530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476713181
validation[          , genome  5219] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1106.63586, best error:      1106.63586 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.9552001953s, input_fired_time: 0.9160947800, output_fired_time: 0.8004056811, propagate_forward_time: 20.8154754639, propagate_backward_time: 31.3593120575, weight_update_time: 0.1402973682, other_time: 3.0639095306
epoch time: 4.5416412354s, input_fired_time: 0.1117286459, output_fired_time: 0.0000000000, propagate_forward_time: 3.9377684593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921441078
validation[          , genome  5219] predictions:    9661/  10000 (96.61%), best:    9653/10000 (96.53%), error:      1143.48987, best error:      1106.63586 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 57.2650794983s, input_fired_time: 0.9089052677, output_fired_time: 0.8067653775, propagate_forward_time: 20.9771842957, propagate_backward_time: 31.5389995575, weight_update_time: 0.1401140243, other_time: 3.0332241058
epoch time: 4.8354687691s, input_fired_time: 0.1164472476, output_fired_time: 0.0000000000, propagate_forward_time: 4.1971664429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218548775
validation[          , genome  5219] predictions:    9647/  10000 (96.47%), best:    9653/10000 (96.53%), error:      1157.98523, best error:      1106.63586 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 57.3547096252s, input_fired_time: 0.9373444915, output_fired_time: 0.8150403500, propagate_forward_time: 20.9295921326, propagate_backward_time: 31.4769096375, weight_update_time: 0.1485841274, other_time: 3.1958236694
epoch time: 4.8278918266s, input_fired_time: 0.1127178222, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961598396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190143585
validation[          , genome  5219] predictions:    9660/  10000 (96.60%), best:    9653/10000 (96.53%), error:      1137.03979, best error:      1106.63586 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.3256340027s, input_fired_time: 0.9211886525, output_fired_time: 0.8050112128, propagate_forward_time: 20.9789485931, propagate_backward_time: 31.4918746948, weight_update_time: 0.1457415074, other_time: 3.1286087036
epoch time: 4.8856792450s, input_fired_time: 0.1309133023, output_fired_time: 0.0000000000, propagate_forward_time: 4.2028818130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518841743
validation[          , genome  5219] predictions:    9649/  10000 (96.49%), best:    9653/10000 (96.53%), error:      1205.44067, best error:      1106.63586 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 57.4338531494s, input_fired_time: 0.9076537490, output_fired_time: 0.8045892715, propagate_forward_time: 21.0573730469, propagate_backward_time: 31.5965633392, weight_update_time: 0.1435234100, other_time: 3.0676746368
epoch time: 4.9452409744s, input_fired_time: 0.1320381612, output_fired_time: 0.0000000000, propagate_forward_time: 4.2414340973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717687607
validation[          , genome  5219] predictions:    9674/  10000 (96.74%), best:    9653/10000 (96.53%), error:      1130.33411, best error:      1106.63586 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 57.4129028320s, input_fired_time: 0.9252718687, output_fired_time: 0.8118557334, propagate_forward_time: 20.9770259857, propagate_backward_time: 31.5488281250, weight_update_time: 0.1459053457, other_time: 3.1499252319
epoch time: 4.9233641624s, input_fired_time: 0.1271644086, output_fired_time: 0.0000000000, propagate_forward_time: 4.2503099442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458898544
validation[          , genome  5219] predictions:    9628/  10000 (96.28%), best:    9653/10000 (96.53%), error:      1238.97595, best error:      1106.63586 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.5659942627s, input_fired_time: 0.9272308350, output_fired_time: 0.8120824695, propagate_forward_time: 21.0085811615, propagate_backward_time: 31.6687259674, weight_update_time: 0.1463748813, other_time: 3.1493740082
epoch time: 4.8769693375s, input_fired_time: 0.1214883924, output_fired_time: 0.0000000000, propagate_forward_time: 4.2257938385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296869278
validation[          , genome  5219] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1071.27283, best error:      1071.27283 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.4461898804s, input_fired_time: 0.9367314577, output_fired_time: 0.8183214664, propagate_forward_time: 20.9556503296, propagate_backward_time: 31.5564250946, weight_update_time: 0.1467705816, other_time: 3.1790599823
epoch time: 4.7991089821s, input_fired_time: 0.1229255274, output_fired_time: 0.0000000000, propagate_forward_time: 4.1545624733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216207504
validation[          , genome  5219] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1068.73608, best error:      1068.73608 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.1924285889s, input_fired_time: 0.9378507137, output_fired_time: 0.8121413589, propagate_forward_time: 20.8519515991, propagate_backward_time: 31.4253692627, weight_update_time: 0.1468940228, other_time: 3.1651153564
epoch time: 4.8457474709s, input_fired_time: 0.1202995330, output_fired_time: 0.0000000000, propagate_forward_time: 4.2163429260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091052055
validation[          , genome  5219] predictions:    9625/  10000 (96.25%), best:    9701/10000 (97.01%), error:      1295.50464, best error:      1068.73608 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.2217864990s, input_fired_time: 0.9146958590, output_fired_time: 0.7996393442, propagate_forward_time: 20.9236316681, propagate_backward_time: 31.5524120331, weight_update_time: 0.1400050074, other_time: 3.0314044952
epoch time: 4.8410067558s, input_fired_time: 0.1181931496, output_fired_time: 0.0000000000, propagate_forward_time: 4.2226181030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001955032
validation[          , genome  5219] predictions:    9691/  10000 (96.91%), best:    9701/10000 (97.01%), error:      1117.98486, best error:      1068.73608 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.4421043396s, input_fired_time: 0.9490786195, output_fired_time: 0.8258365393, propagate_forward_time: 20.9208049774, propagate_backward_time: 31.5121936798, weight_update_time: 0.1487136781, other_time: 3.2341899872
epoch time: 4.6933832169s, input_fired_time: 0.1142840534, output_fired_time: 0.0000000000, propagate_forward_time: 4.0919570923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871420860
validation[          , genome  5219] predictions:    9664/  10000 (96.64%), best:    9701/10000 (97.01%), error:      1155.47729, best error:      1068.73608 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.1282005310s, input_fired_time: 0.9200099707, output_fired_time: 0.8046295643, propagate_forward_time: 20.8730602264, propagate_backward_time: 31.4121284485, weight_update_time: 0.1444717497, other_time: 3.1183738708
epoch time: 4.8634142876s, input_fired_time: 0.1333053559, output_fired_time: 0.0000000000, propagate_forward_time: 4.1542792320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5758295059
validation[          , genome  5219] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1123.20422, best error:      1068.73608 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 57.2974624634s, input_fired_time: 0.9327992797, output_fired_time: 0.8169092536, propagate_forward_time: 20.8855438232, propagate_backward_time: 31.4979476929, weight_update_time: 0.1461674273, other_time: 3.1642608643
epoch time: 4.8818764687s, input_fired_time: 0.1253411919, output_fired_time: 0.0000000000, propagate_forward_time: 4.1930518150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634832382
validation[          , genome  5219] predictions:    9600/  10000 (96.00%), best:    9701/10000 (97.01%), error:      1322.32532, best error:      1068.73608 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 57.3380203247s, input_fired_time: 0.9529424310, output_fired_time: 0.8173156977, propagate_forward_time: 20.8743076324, propagate_backward_time: 31.4881305695, weight_update_time: 0.1478970051, other_time: 3.2053279877
epoch time: 4.8413171768s, input_fired_time: 0.1283783466, output_fired_time: 0.0000000000, propagate_forward_time: 4.1611185074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518202782
validation[          , genome  5219] predictions:    9658/  10000 (96.58%), best:    9701/10000 (97.01%), error:      1123.95850, best error:      1068.73608 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.8464622498s, input_fired_time: 0.9448191524, output_fired_time: 0.8246241808, propagate_forward_time: 21.0955276489, propagate_backward_time: 31.7640075684, weight_update_time: 0.1489128321, other_time: 3.2174835205
epoch time: 4.9247679710s, input_fired_time: 0.1257415861, output_fired_time: 0.0000000000, propagate_forward_time: 4.2470741272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519523621
validation[          , genome  5219] predictions:    9670/  10000 (96.70%), best:    9701/10000 (97.01%), error:      1131.21802, best error:      1068.73608 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 57.4425163269s, input_fired_time: 0.9249900579, output_fired_time: 0.8109563589, propagate_forward_time: 20.9465484619, propagate_backward_time: 31.6207523346, weight_update_time: 0.1442167312, other_time: 3.1392688751
epoch time: 4.8223137856s, input_fired_time: 0.1217269972, output_fired_time: 0.0000000000, propagate_forward_time: 4.1822338104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183529854
validation[          , genome  5219] predictions:    9620/  10000 (96.20%), best:    9701/10000 (97.01%), error:      1222.70337, best error:      1068.73608 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.7192192078s, input_fired_time: 0.9361424446, output_fired_time: 0.8199006319, propagate_forward_time: 21.0286998749, propagate_backward_time: 31.7683830261, weight_update_time: 0.1472411305, other_time: 3.1660957336
epoch time: 4.8297786713s, input_fired_time: 0.1142399982, output_fired_time: 0.0000000000, propagate_forward_time: 4.2147278786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008106232
validation[          , genome  5219] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1132.20093, best error:      1068.73608 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 57.5237693787s, input_fired_time: 0.9464443922, output_fired_time: 0.8181219101, propagate_forward_time: 20.9192333221, propagate_backward_time: 31.6635475159, weight_update_time: 0.1470608860, other_time: 3.1764183044
epoch time: 4.8884458542s, input_fired_time: 0.1293957233, output_fired_time: 0.0000000000, propagate_forward_time: 4.2192902565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397601128
validation[          , genome  5219] predictions:    9615/  10000 (96.15%), best:    9701/10000 (97.01%), error:      1319.77551, best error:      1068.73608 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 57.4679908752s, input_fired_time: 0.9386811256, output_fired_time: 0.8218187690, propagate_forward_time: 20.9156951904, propagate_backward_time: 31.5185317993, weight_update_time: 0.1526106000, other_time: 3.2732620239
epoch time: 4.8714537621s, input_fired_time: 0.1263426691, output_fired_time: 0.0000000000, propagate_forward_time: 4.2117414474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333695412
validation[          , genome  5219] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1019.21173, best error:      1019.21173 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.4158935547s, input_fired_time: 0.9439768195, output_fired_time: 0.8163024187, propagate_forward_time: 20.8789844513, propagate_backward_time: 31.5098094940, weight_update_time: 0.1496291906, other_time: 3.2668170929
epoch time: 4.8936305046s, input_fired_time: 0.1308124363, output_fired_time: 0.0000000000, propagate_forward_time: 4.2028307915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599870682
validation[          , genome  5219] predictions:    9627/  10000 (96.27%), best:    9696/10000 (96.96%), error:      1169.74731, best error:      1019.21173 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 57.3740310669s, input_fired_time: 0.9656951427, output_fired_time: 0.8308767676, propagate_forward_time: 20.6442680359, propagate_backward_time: 31.5830020905, weight_update_time: 0.1514825523, other_time: 3.3501911163
epoch time: 4.8299598694s, input_fired_time: 0.1245014966, output_fired_time: 0.0000000000, propagate_forward_time: 4.1870827675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183753967
validation[          , genome  5219] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1118.57825, best error:      1019.21173 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 57.5365028381s, input_fired_time: 0.9549907446, output_fired_time: 0.8353857398, propagate_forward_time: 20.9611320496, propagate_backward_time: 31.5912971497, weight_update_time: 0.1470649987, other_time: 3.1936988831
epoch time: 4.7693276405s, input_fired_time: 0.1140802503, output_fired_time: 0.0000000000, propagate_forward_time: 4.1543393135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009078979
validation[          , genome  5219] predictions:    9645/  10000 (96.45%), best:    9696/10000 (96.96%), error:      1207.78601, best error:      1019.21173 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.7308845520s, input_fired_time: 0.9374091625, output_fired_time: 0.8010823131, propagate_forward_time: 20.7426261902, propagate_backward_time: 31.1197052002, weight_update_time: 0.1433668435, other_time: 3.1300621033
epoch time: 4.8960165977s, input_fired_time: 0.1268454343, output_fired_time: 0.0000000000, propagate_forward_time: 4.2290625572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401086807
validation[          , genome  5219] predictions:    9688/  10000 (96.88%), best:    9696/10000 (96.96%), error:      1091.48535, best error:      1019.21173 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 57.6086578369s, input_fired_time: 0.9584917426, output_fired_time: 0.8225263357, propagate_forward_time: 21.0211544037, propagate_backward_time: 31.6174259186, weight_update_time: 0.1466287374, other_time: 3.1890621185
epoch time: 4.8215065002s, input_fired_time: 0.1247006953, output_fired_time: 0.0000000000, propagate_forward_time: 4.1597471237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370588303
validation[          , genome  5219] predictions:    9647/  10000 (96.47%), best:    9696/10000 (96.96%), error:      1190.96350, best error:      1019.21173 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.8606033325s, input_fired_time: 0.9262067080, output_fired_time: 0.8037075400, propagate_forward_time: 20.7562446594, propagate_backward_time: 31.2811031342, weight_update_time: 0.1430816501, other_time: 3.0933399200
epoch time: 4.8383393288s, input_fired_time: 0.1265653968, output_fired_time: 0.0000000000, propagate_forward_time: 4.1768321991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349416733
validation[          , genome  5219] predictions:    9655/  10000 (96.55%), best:    9696/10000 (96.96%), error:      1186.56189, best error:      1019.21173 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.6488418579s, input_fired_time: 0.9388681054, output_fired_time: 0.8167457581, propagate_forward_time: 21.0703563690, propagate_backward_time: 31.6920433044, weight_update_time: 0.1459186822, other_time: 3.1308250427
epoch time: 4.7194323540s, input_fired_time: 0.1152732372, output_fired_time: 0.0000000000, propagate_forward_time: 4.1155676842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885916710
validation[          , genome  5219] predictions:    9688/  10000 (96.88%), best:    9696/10000 (96.96%), error:      1102.82397, best error:      1019.21173 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.9502220154s, input_fired_time: 0.9116904736, output_fired_time: 0.7930208445, propagate_forward_time: 20.8146839142, propagate_backward_time: 31.3936634064, weight_update_time: 0.1403071433, other_time: 3.0371608734
epoch time: 4.6951727867s, input_fired_time: 0.1136537865, output_fired_time: 0.0000000000, propagate_forward_time: 4.0819554329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995636940
validation[          , genome  5219] predictions:    9671/  10000 (96.71%), best:    9696/10000 (96.96%), error:      1088.45691, best error:      1019.21173 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.6527633667s, input_fired_time: 0.9661169052, output_fired_time: 0.8295707703, propagate_forward_time: 20.9375953674, propagate_backward_time: 31.5894737244, weight_update_time: 0.1529627889, other_time: 3.3300056458
epoch time: 4.8322143555s, input_fired_time: 0.1234452501, output_fired_time: 0.0000000000, propagate_forward_time: 4.1941156387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146536827
validation[          , genome  5219] predictions:    9628/  10000 (96.28%), best:    9696/10000 (96.96%), error:      1229.51221, best error:      1019.21173 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.1485328674s, input_fired_time: 0.9501004815, output_fired_time: 0.8140714169, propagate_forward_time: 20.8195934296, propagate_backward_time: 31.3427867889, weight_update_time: 0.1496224403, other_time: 3.2219791412
epoch time: 4.8907132149s, input_fired_time: 0.1280824244, output_fired_time: 0.0000000000, propagate_forward_time: 4.2169618607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456690788
validation[          , genome  5219] predictions:    9621/  10000 (96.21%), best:    9696/10000 (96.96%), error:      1306.23730, best error:      1019.21173 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.1816062927s, input_fired_time: 0.9277725220, output_fired_time: 0.8121952415, propagate_forward_time: 20.8116340637, propagate_backward_time: 31.4835529327, weight_update_time: 0.1441072077, other_time: 3.1464519501
epoch time: 4.9187688828s, input_fired_time: 0.1297095567, output_fired_time: 0.0000000000, propagate_forward_time: 4.2346405983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544185638
validation[          , genome  5219] predictions:    9646/  10000 (96.46%), best:    9696/10000 (96.96%), error:      1190.39575, best error:      1019.21173 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.4109573364s, input_fired_time: 0.9562013149, output_fired_time: 0.8338625431, propagate_forward_time: 20.8876361847, propagate_backward_time: 31.4765586853, weight_update_time: 0.1503418237, other_time: 3.2567024231
epoch time: 4.7811627388s, input_fired_time: 0.1248511821, output_fired_time: 0.0000000000, propagate_forward_time: 4.1312694550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250420570
validation[          , genome  5219] predictions:    9619/  10000 (96.19%), best:    9696/10000 (96.96%), error:      1281.75110, best error:      1019.21173 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.6252899170s, input_fired_time: 0.9587041140, output_fired_time: 0.8161248565, propagate_forward_time: 20.9227294922, propagate_backward_time: 31.6912956238, weight_update_time: 0.1500576586, other_time: 3.2364349365
epoch time: 4.7778348923s, input_fired_time: 0.1191254780, output_fired_time: 0.0000000000, propagate_forward_time: 4.1461234093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125861168
validation[          , genome  5219] predictions:    9580/  10000 (95.80%), best:    9696/10000 (96.96%), error:      1389.42029, best error:      1019.21173 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 57.5909385681s, input_fired_time: 0.9354264736, output_fired_time: 0.8181152344, propagate_forward_time: 21.0092391968, propagate_backward_time: 31.6801185608, weight_update_time: 0.1469764262, other_time: 3.1480407715
epoch time: 4.8621640205s, input_fired_time: 0.1238430738, output_fired_time: 0.0000000000, propagate_forward_time: 4.2113351822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269856453
validation[          , genome  5219] predictions:    9661/  10000 (96.61%), best:    9696/10000 (96.96%), error:      1128.12915, best error:      1019.21173 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.2446365356s, input_fired_time: 0.9481872916, output_fired_time: 0.8136688471, propagate_forward_time: 20.9040031433, propagate_backward_time: 31.4773006439, weight_update_time: 0.1441415250, other_time: 3.1014766693
epoch time: 4.9001226425s, input_fired_time: 0.1312430352, output_fired_time: 0.0000000000, propagate_forward_time: 4.2079496384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609297752
validation[          , genome  5219] predictions:    9677/  10000 (96.77%), best:    9696/10000 (96.96%), error:      1087.96277, best error:      1019.21173 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 57.7281951904s, input_fired_time: 0.9592549205, output_fired_time: 0.8257312775, propagate_forward_time: 21.0183277130, propagate_backward_time: 31.7031116486, weight_update_time: 0.1485472620, other_time: 3.2217693329
epoch time: 4.8050932884s, input_fired_time: 0.1127367616, output_fired_time: 0.0000000000, propagate_forward_time: 4.1956276894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967288971
validation[          , genome  5219] predictions:    9660/  10000 (96.60%), best:    9696/10000 (96.96%), error:      1111.00647, best error:      1019.21173 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 57.3885154724s, input_fired_time: 0.9547172189, output_fired_time: 0.8201854825, propagate_forward_time: 20.9032478333, propagate_backward_time: 31.4903678894, weight_update_time: 0.1488375664, other_time: 3.2199974060
epoch time: 4.6355390549s, input_fired_time: 0.1181762591, output_fired_time: 0.0000000000, propagate_forward_time: 3.9958300591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215325356
validation[          , genome  5219] predictions:    9646/  10000 (96.46%), best:    9696/10000 (96.96%), error:      1201.16370, best error:      1019.21173 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 57.4028778076s, input_fired_time: 0.9404538870, output_fired_time: 0.8198131919, propagate_forward_time: 20.9701900482, propagate_backward_time: 31.5069313049, weight_update_time: 0.1460297555, other_time: 3.1654930115
epoch time: 4.6829380989s, input_fired_time: 0.1099094972, output_fired_time: 0.0000000000, propagate_forward_time: 4.0848679543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881606102
validation[          , genome  5219] predictions:    9635/  10000 (96.35%), best:    9696/10000 (96.96%), error:      1219.49780, best error:      1019.21173 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.5977897644s, input_fired_time: 0.9387557507, output_fired_time: 0.8073439598, propagate_forward_time: 21.0580368042, propagate_backward_time: 31.6554164886, weight_update_time: 0.1482118815, other_time: 3.1382389069
epoch time: 4.8418335915s, input_fired_time: 0.1154672801, output_fired_time: 0.0000000000, propagate_forward_time: 4.2198357582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065307617
validation[          , genome  5219] predictions:    9663/  10000 (96.63%), best:    9696/10000 (96.96%), error:      1163.51819, best error:      1019.21173 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.5673332214s, input_fired_time: 0.9399426579, output_fired_time: 0.8115299940, propagate_forward_time: 21.0064315796, propagate_backward_time: 31.7036705017, weight_update_time: 0.1437113732, other_time: 3.1057586670
epoch time: 4.8228173256s, input_fired_time: 0.1315563619, output_fired_time: 0.0000000000, propagate_forward_time: 4.1434397697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478210449
validation[          , genome  5219] predictions:    9646/  10000 (96.46%), best:    9696/10000 (96.96%), error:      1243.81445, best error:      1019.21173 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.4947204590s, input_fired_time: 0.9504354000, output_fired_time: 0.8230473399, propagate_forward_time: 20.9175872803, propagate_backward_time: 31.5981864929, weight_update_time: 0.1474413276, other_time: 3.2054634094
epoch time: 4.8471865654s, input_fired_time: 0.1179054454, output_fired_time: 0.0000000000, propagate_forward_time: 4.2129278183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163531303
validation[          , genome  5219] predictions:    9682/  10000 (96.82%), best:    9696/10000 (96.96%), error:      1080.20862, best error:      1019.21173 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.5697212219s, input_fired_time: 0.9508215785, output_fired_time: 0.8205140829, propagate_forward_time: 20.9792995453, propagate_backward_time: 31.6100215912, weight_update_time: 0.1481837332, other_time: 3.2090625763
epoch time: 4.8811898232s, input_fired_time: 0.1227509975, output_fired_time: 0.0000000000, propagate_forward_time: 4.2374415398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209975243
validation[          , genome  5219] predictions:    9533/  10000 (95.33%), best:    9696/10000 (96.96%), error:      1538.71960, best error:      1019.21173 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.7399444580s, input_fired_time: 0.9624348283, output_fired_time: 0.8220130205, propagate_forward_time: 21.0333900452, propagate_backward_time: 31.6880836487, weight_update_time: 0.1493158191, other_time: 3.2340202332
epoch time: 4.7726874352s, input_fired_time: 0.1181122512, output_fired_time: 0.0000000000, propagate_forward_time: 4.1571450233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974303246
validation[          , genome  5219] predictions:    9676/  10000 (96.76%), best:    9696/10000 (96.96%), error:      1102.40344, best error:      1019.21173 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.3900909424s, input_fired_time: 0.9418949485, output_fired_time: 0.8103086352, propagate_forward_time: 20.9015064240, propagate_backward_time: 31.6319561005, weight_update_time: 0.1441752613, other_time: 3.1044254303
epoch time: 4.9216179848s, input_fired_time: 0.1307115555, output_fired_time: 0.0000000000, propagate_forward_time: 4.2422952652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486111641
validation[          , genome  5219] predictions:    9646/  10000 (96.46%), best:    9696/10000 (96.96%), error:      1181.32690, best error:      1019.21173 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 58.0638160706s, input_fired_time: 0.9752706289, output_fired_time: 0.8403852582, propagate_forward_time: 21.1005153656, propagate_backward_time: 31.8200283051, weight_update_time: 0.1546892375, other_time: 3.3276157379
epoch time: 4.4943661690s, input_fired_time: 0.1072793454, output_fired_time: 0.0000000000, propagate_forward_time: 3.9147605896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723262787
validation[          , genome  5219] predictions:    9636/  10000 (96.36%), best:    9696/10000 (96.96%), error:      1207.72266, best error:      1019.21173 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.3873138428s, input_fired_time: 0.9468134046, output_fired_time: 0.8136501312, propagate_forward_time: 20.8739089966, propagate_backward_time: 31.5481662750, weight_update_time: 0.1489092559, other_time: 3.2047786713
epoch time: 4.8700547218s, input_fired_time: 0.1238328367, output_fired_time: 0.0000000000, propagate_forward_time: 4.2245988846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216231346
validation[          , genome  5219] predictions:    9669/  10000 (96.69%), best:    9696/10000 (96.96%), error:      1128.24048, best error:      1019.21173 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.5016136169s, input_fired_time: 0.9623553157, output_fired_time: 0.8234422207, propagate_forward_time: 20.9157772064, propagate_backward_time: 31.6243553162, weight_update_time: 0.1467618495, other_time: 3.1756858826
epoch time: 4.8009390831s, input_fired_time: 0.1253227592, output_fired_time: 0.0000000000, propagate_forward_time: 4.1427822113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328340530
validation[          , genome  5219] predictions:    9667/  10000 (96.67%), best:    9696/10000 (96.96%), error:      1133.06262, best error:      1019.21173 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.7655487061s, input_fired_time: 0.9719105363, output_fired_time: 0.8292829990, propagate_forward_time: 21.0314311981, propagate_backward_time: 31.6857814789, weight_update_time: 0.1495820135, other_time: 3.2471408844
epoch time: 4.8508567810s, input_fired_time: 0.1230571792, output_fired_time: 0.0000000000, propagate_forward_time: 4.2151393890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126600266
validation[          , genome  5219] predictions:    9603/  10000 (96.03%), best:    9696/10000 (96.96%), error:      1332.78833, best error:      1019.21173 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 57.2416152954s, input_fired_time: 0.9507189989, output_fired_time: 0.8170123696, propagate_forward_time: 20.8891048431, propagate_backward_time: 31.4000034332, weight_update_time: 0.1487198174, other_time: 3.1847743988
epoch time: 4.8794436455s, input_fired_time: 0.1343831420, output_fired_time: 0.0000000000, propagate_forward_time: 4.1858901978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591702461
validation[          , genome  5219] predictions:    9651/  10000 (96.51%), best:    9696/10000 (96.96%), error:      1182.58801, best error:      1019.21173 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.4052429199s, input_fired_time: 0.9365292192, output_fired_time: 0.8071416616, propagate_forward_time: 20.9517173767, propagate_backward_time: 31.5957717896, weight_update_time: 0.1443489045, other_time: 3.1140823364
epoch time: 4.8640012741s, input_fired_time: 0.1331184357, output_fired_time: 0.0000000000, propagate_forward_time: 4.1418347359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890479088
validation[          , genome  5219] predictions:    9648/  10000 (96.48%), best:    9696/10000 (96.96%), error:      1190.90405, best error:      1019.21173 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.8330345154s, input_fired_time: 0.9649275541, output_fired_time: 0.8308089972, propagate_forward_time: 21.0451107025, propagate_backward_time: 31.7883262634, weight_update_time: 0.1476569325, other_time: 3.2038612366
epoch time: 4.8370790482s, input_fired_time: 0.1242685542, output_fired_time: 0.0000000000, propagate_forward_time: 4.1909489632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218615532
validation[          , genome  5219] predictions:    9656/  10000 (96.56%), best:    9696/10000 (96.96%), error:      1194.57239, best error:      1019.21173 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.7557182312s, input_fired_time: 0.9699969292, output_fired_time: 0.8277050853, propagate_forward_time: 20.9930973053, propagate_backward_time: 31.7030105591, weight_update_time: 0.1507401615, other_time: 3.2619094849
epoch time: 4.8478713036s, input_fired_time: 0.1274614036, output_fired_time: 0.0000000000, propagate_forward_time: 4.1898460388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305638313
validation[          , genome  5219] predictions:    9655/  10000 (96.55%), best:    9696/10000 (96.96%), error:      1164.08984, best error:      1019.21173 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 57.4712257385s, input_fired_time: 0.9485260248, output_fired_time: 0.8185272813, propagate_forward_time: 20.9800777435, propagate_backward_time: 31.5534152985, weight_update_time: 0.1458951235, other_time: 3.1706829071
epoch time: 4.8213710785s, input_fired_time: 0.1190169603, output_fired_time: 0.0000000000, propagate_forward_time: 4.1943712234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079827309
validation[          , genome  5219] predictions:    9616/  10000 (96.16%), best:    9696/10000 (96.96%), error:      1319.47083, best error:      1019.21173 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.5839500427s, input_fired_time: 0.9601913095, output_fired_time: 0.8225298524, propagate_forward_time: 20.9801120758, propagate_backward_time: 31.6444358826, weight_update_time: 0.1462693810, other_time: 3.1766853333
epoch time: 4.8681759834s, input_fired_time: 0.1326525062, output_fired_time: 0.0000000000, propagate_forward_time: 4.1885948181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469288826
validation[          , genome  5219] predictions:    9671/  10000 (96.71%), best:    9696/10000 (96.96%), error:      1124.47729, best error:      1019.21173 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 57.4260330200s, input_fired_time: 0.9473904967, output_fired_time: 0.8156634569, propagate_forward_time: 20.9659595490, propagate_backward_time: 31.5525932312, weight_update_time: 0.1462002695, other_time: 3.1444282532
epoch time: 4.8730764389s, input_fired_time: 0.1270016134, output_fired_time: 0.0000000000, propagate_forward_time: 4.2078580856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382165909
validation[          , genome  5219] predictions:    9662/  10000 (96.62%), best:    9696/10000 (96.96%), error:      1129.20972, best error:      1019.21173 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 57.6751632690s, input_fired_time: 0.9535056353, output_fired_time: 0.8139791489, propagate_forward_time: 21.0278129578, propagate_backward_time: 31.7113857269, weight_update_time: 0.1473056525, other_time: 3.1684780121
epoch time: 4.8685617447s, input_fired_time: 0.1353810132, output_fired_time: 0.0000000000, propagate_forward_time: 4.1778473854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553331375
validation[          , genome  5219] predictions:    9628/  10000 (96.28%), best:    9696/10000 (96.96%), error:      1244.79822, best error:      1019.21173 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.0116157532s, input_fired_time: 0.9505027533, output_fired_time: 0.8114924431, propagate_forward_time: 20.7552013397, propagate_backward_time: 31.3014163971, weight_update_time: 0.1465837061, other_time: 3.1929988861
epoch time: 4.8577928543s, input_fired_time: 0.1262500137, output_fired_time: 0.0000000000, propagate_forward_time: 4.1947059631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368371010
validation[          , genome  5219] predictions:    9666/  10000 (96.66%), best:    9696/10000 (96.96%), error:      1181.75330, best error:      1019.21173 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.4440956116s, input_fired_time: 0.9691313505, output_fired_time: 0.8243036270, propagate_forward_time: 20.9464225769, propagate_backward_time: 31.4577217102, weight_update_time: 0.1502451450, other_time: 3.2465171814
epoch time: 4.8047251701s, input_fired_time: 0.1215073243, output_fired_time: 0.0000000000, propagate_forward_time: 4.1721715927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110464096
validation[          , genome  5219] predictions:    9614/  10000 (96.14%), best:    9696/10000 (96.96%), error:      1315.96033, best error:      1019.21173 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.6824722290s, input_fired_time: 0.9597566724, output_fired_time: 0.8296164274, propagate_forward_time: 20.9606475830, propagate_backward_time: 31.6583538055, weight_update_time: 0.1500561535, other_time: 3.2740993500
epoch time: 4.8938751221s, input_fired_time: 0.1243018061, output_fired_time: 0.0000000000, propagate_forward_time: 4.2434630394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261101723
validation[          , genome  5219] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1112.69690, best error:      1019.21173 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 57.2669067383s, input_fired_time: 0.9512541294, output_fired_time: 0.8142000437, propagate_forward_time: 20.8670310974, propagate_backward_time: 31.4261512756, weight_update_time: 0.1476814449, other_time: 3.2082672119
epoch time: 4.9092292786s, input_fired_time: 0.1321144849, output_fired_time: 0.0000000000, propagate_forward_time: 4.2104392052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666756630
validation[          , genome  5219] predictions:    9558/  10000 (95.58%), best:    9696/10000 (96.96%), error:      1446.43982, best error:      1019.21173 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.7818641663s, input_fired_time: 0.9631387591, output_fired_time: 0.8268317580, propagate_forward_time: 21.0543327332, propagate_backward_time: 31.6764812469, weight_update_time: 0.1504928619, other_time: 3.2610797882
epoch time: 4.8752965927s, input_fired_time: 0.1244856194, output_fired_time: 0.0000000000, propagate_forward_time: 4.2309541702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198569298
validation[          , genome  5219] predictions:    9673/  10000 (96.73%), best:    9696/10000 (96.96%), error:      1126.34143, best error:      1019.21173 on epoch:    59, 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: 24.5629272461s, input_fired_time: 0.6398355365, output_fired_time: 0.0000000000, propagate_forward_time: 21.0218296051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9012622833
best training[          , genome  5219] predictions:   49179/  50000 (98.36%), best:    9696/10000 (96.96%), error:      2986.66162, best error:      1019.21173 on epoch:    59, 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: 4.8914909363s, input_fired_time: 0.1263692975, output_fired_time: 0.0000000000, propagate_forward_time: 4.2158269882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492944717
   testing[          , genome  5219] predictions:    9751/  10000 (97.51%), best:    9696/10000 (96.96%), error:       847.54205, best error:      1019.21173 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:34:59 (5084): called boinc_finish(0)

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