Nameexact_genome_1512568488_41_7119_0
Workunit2606911
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:07:25 UTC
Report deadline16 Dec 2017, 2:08:14 UTC
Received8 Dec 2017, 14:22:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 15 min 26 sec
CPU time3 hours 15 min 23 sec
Validate stateValid
Credit2,020.98
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.34 MB
Peak swap size152.25 MB
Peak disk usage1.11 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
h time: 98.8157119751s, input_fired_time: 1.0529670715, output_fired_time: 0.6977551579, propagate_forward_time: 38.6532592773, propagate_backward_time: 56.2489814758, weight_update_time: 0.0936007872, other_time: 2.1627464294
epoch time: 8.3734931946s, input_fired_time: 0.1176019013, output_fired_time: 0.0000000000, propagate_forward_time: 7.8737735748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821172714
validation[          , genome  7119] predictions:    9550/  10000 (95.50%), best:    9668/10000 (96.68%), error:      1482.39844, best error:      1115.57593 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 100.4322586060s, input_fired_time: 1.0840259790, output_fired_time: 0.7295052409, propagate_forward_time: 40.0215988159, propagate_backward_time: 56.4313812256, weight_update_time: 0.0924871787, other_time: 2.1657485962
epoch time: 8.5548467636s, input_fired_time: 0.1205320284, output_fired_time: 0.0000000000, propagate_forward_time: 8.0432252884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910894394
validation[          , genome  7119] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1085.40503, best error:      1085.40503 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.6711502075s, input_fired_time: 1.1645843983, output_fired_time: 0.8027445078, propagate_forward_time: 45.0637702942, propagate_backward_time: 65.2356491089, weight_update_time: 0.1050896868, other_time: 2.4044113159
epoch time: 10.6763601303s, input_fired_time: 0.1423742026, output_fired_time: 0.0000000000, propagate_forward_time: 10.0589170456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750690460
validation[          , genome  7119] predictions:    9652/  10000 (96.52%), best:    9679/10000 (96.79%), error:      1164.00610, best error:      1085.40503 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 101.3083877563s, input_fired_time: 1.1031774282, output_fired_time: 0.7270731330, propagate_forward_time: 41.0484695435, propagate_backward_time: 56.2349472046, weight_update_time: 0.0945415124, other_time: 2.1947174072
epoch time: 11.1735582352s, input_fired_time: 0.1516586542, output_fired_time: 0.0000000000, propagate_forward_time: 10.5439243317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779748917
validation[          , genome  7119] predictions:    9603/  10000 (96.03%), best:    9679/10000 (96.79%), error:      1316.52356, best error:      1085.40503 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.3606109619s, input_fired_time: 1.1401129961, output_fired_time: 0.7593855262, propagate_forward_time: 42.3844642639, propagate_backward_time: 60.7691307068, weight_update_time: 0.1001431569, other_time: 2.3075180054
epoch time: 8.7815532684s, input_fired_time: 0.1245506257, output_fired_time: 0.0000000000, propagate_forward_time: 8.2607650757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962373734
validation[          , genome  7119] predictions:    9650/  10000 (96.50%), best:    9679/10000 (96.79%), error:      1159.90967, best error:      1085.40503 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.6920700073s, input_fired_time: 1.1619907618, output_fired_time: 0.7623506188, propagate_forward_time: 42.8281593323, propagate_backward_time: 61.6287078857, weight_update_time: 0.1045943126, other_time: 2.3108634949
epoch time: 9.7472658157s, input_fired_time: 0.1367309541, output_fired_time: 0.0000000000, propagate_forward_time: 9.1791992188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313354492
validation[          , genome  7119] predictions:    9554/  10000 (95.54%), best:    9679/10000 (96.79%), error:      1433.30334, best error:      1085.40503 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.0736312866s, input_fired_time: 1.1531727314, output_fired_time: 0.7697324157, propagate_forward_time: 43.2314949036, propagate_backward_time: 60.5964508057, weight_update_time: 0.1024917141, other_time: 2.3227806091
epoch time: 8.8955173492s, input_fired_time: 0.1267164201, output_fired_time: 0.0000000000, propagate_forward_time: 8.3643369675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044637680
validation[          , genome  7119] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1069.67554, best error:      1069.67554 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 109.2716827393s, input_fired_time: 1.1455068588, output_fired_time: 0.7634941339, propagate_forward_time: 43.4738807678, propagate_backward_time: 61.5582237244, weight_update_time: 0.1031028777, other_time: 2.3305740356
epoch time: 7.7519087791s, input_fired_time: 0.1174671054, output_fired_time: 0.0000000000, propagate_forward_time: 7.2674922943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669495583
validation[          , genome  7119] predictions:    9607/  10000 (96.07%), best:    9687/10000 (96.87%), error:      1317.16028, best error:      1069.67554 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.3321990967s, input_fired_time: 1.0886833668, output_fired_time: 0.7088654041, propagate_forward_time: 38.9733924866, propagate_backward_time: 55.3762321472, weight_update_time: 0.0961522907, other_time: 2.1850280762
epoch time: 8.4445095062s, input_fired_time: 0.1205166727, output_fired_time: 0.0000000000, propagate_forward_time: 7.9437770844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802156448
validation[          , genome  7119] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1049.47864, best error:      1049.47864 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 105.4166793823s, input_fired_time: 1.1165393591, output_fired_time: 0.7493422031, propagate_forward_time: 41.6736984253, propagate_backward_time: 59.6480598450, weight_update_time: 0.0973661691, other_time: 2.2290382385
epoch time: 10.2454767227s, input_fired_time: 0.1395659000, output_fired_time: 0.0000000000, propagate_forward_time: 9.6594343185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464769363
validation[          , genome  7119] predictions:    9562/  10000 (95.62%), best:    9691/10000 (96.91%), error:      1420.58130, best error:      1049.47864 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 115.8822784424s, input_fired_time: 1.1988717318, output_fired_time: 0.8054115772, propagate_forward_time: 46.0377616882, propagate_backward_time: 65.3723449707, weight_update_time: 0.1093741581, other_time: 2.4678802490
epoch time: 8.6899776459s, input_fired_time: 0.1274462640, output_fired_time: 0.0000000000, propagate_forward_time: 8.1676864624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948450089
validation[          , genome  7119] predictions:    9630/  10000 (96.30%), best:    9691/10000 (96.91%), error:      1163.62817, best error:      1049.47864 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 117.0531845093s, input_fired_time: 1.1982442141, output_fired_time: 0.8135274053, propagate_forward_time: 46.6015586853, propagate_backward_time: 65.9841766357, weight_update_time: 0.1094088554, other_time: 2.4556732178
epoch time: 10.4340982437s, input_fired_time: 0.1413932443, output_fired_time: 0.0000000000, propagate_forward_time: 9.8414068222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512977600
validation[          , genome  7119] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1020.99078, best error:      1020.99078 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 106.3503341675s, input_fired_time: 1.1282441616, output_fired_time: 0.7528643012, propagate_forward_time: 42.1253547668, propagate_backward_time: 60.0834617615, weight_update_time: 0.0994135514, other_time: 2.2604141235
epoch time: 8.4003524780s, input_fired_time: 0.1203620061, output_fired_time: 0.0000000000, propagate_forward_time: 7.9023084641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776817322
validation[          , genome  7119] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       959.25763, best error:       959.25763 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 104.2939147949s, input_fired_time: 1.1136134863, output_fired_time: 0.7343601584, propagate_forward_time: 41.4926605225, propagate_backward_time: 58.7024955750, weight_update_time: 0.0977328271, other_time: 2.2507820129
epoch time: 8.5606832504s, input_fired_time: 0.1238794476, output_fired_time: 0.0000000000, propagate_forward_time: 8.0485992432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882045746
validation[          , genome  7119] predictions:    9585/  10000 (95.85%), best:    9721/10000 (97.21%), error:      1362.70312, best error:       959.25763 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 109.3345489502s, input_fired_time: 1.1582283974, output_fired_time: 0.7795549035, propagate_forward_time: 44.1129531860, propagate_backward_time: 60.9616241455, weight_update_time: 0.1007376388, other_time: 2.3221893311
epoch time: 11.1888637543s, input_fired_time: 0.1503714025, output_fired_time: 0.0000000000, propagate_forward_time: 10.5521469116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863452911
validation[          , genome  7119] predictions:    9630/  10000 (96.30%), best:    9721/10000 (97.21%), error:      1219.86890, best error:       959.25763 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 106.3013153076s, input_fired_time: 1.1360449791, output_fired_time: 0.7569101453, propagate_forward_time: 42.6844711304, propagate_backward_time: 59.4546585083, weight_update_time: 0.0990258008, other_time: 2.2692260742
epoch time: 9.2135448456s, input_fired_time: 0.1369634718, output_fired_time: 0.0000000000, propagate_forward_time: 8.6611175537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154634476
validation[          , genome  7119] predictions:    9704/  10000 (97.04%), best:    9721/10000 (97.21%), error:       994.39911, best error:       959.25763 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 111.9883041382s, input_fired_time: 1.1718875170, output_fired_time: 0.7955253720, propagate_forward_time: 44.9688453674, propagate_backward_time: 62.7217369080, weight_update_time: 0.1024833769, other_time: 2.3303108215
epoch time: 8.4363327026s, input_fired_time: 0.1211897209, output_fired_time: 0.0000000000, propagate_forward_time: 7.9312872887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838553429
validation[          , genome  7119] predictions:    9646/  10000 (96.46%), best:    9721/10000 (97.21%), error:      1158.26477, best error:       959.25763 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 102.8271179199s, input_fired_time: 1.1045049429, output_fired_time: 0.7283543348, propagate_forward_time: 40.9714546204, propagate_backward_time: 57.8187026978, weight_update_time: 0.0966840908, other_time: 2.2040977478
epoch time: 8.1794843674s, input_fired_time: 0.1186668500, output_fired_time: 0.0000000000, propagate_forward_time: 7.6884899139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723278046
validation[          , genome  7119] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:      1003.14825, best error:       959.25763 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 104.2378387451s, input_fired_time: 1.1244461536, output_fired_time: 0.7414655685, propagate_forward_time: 41.0518684387, propagate_backward_time: 59.0384407043, weight_update_time: 0.0996295735, other_time: 2.2816238403
epoch time: 10.6749248505s, input_fired_time: 0.1436014324, output_fired_time: 0.0000000000, propagate_forward_time: 10.0747108459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566125870
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       957.66876, best error:       957.66876 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 102.1502914429s, input_fired_time: 1.0833711624, output_fired_time: 0.7193353772, propagate_forward_time: 39.8399047852, propagate_backward_time: 58.3304214478, weight_update_time: 0.0956199020, other_time: 2.1772537231
epoch time: 8.3293838501s, input_fired_time: 0.1193130091, output_fired_time: 0.0000000000, propagate_forward_time: 7.8354563713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746142387
validation[          , genome  7119] predictions:    9552/  10000 (95.52%), best:    9710/10000 (97.10%), error:      1416.45471, best error:       957.66876 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 99.4288024902s, input_fired_time: 1.0758907795, output_fired_time: 0.7137287855, propagate_forward_time: 39.0856094360, propagate_backward_time: 56.4174423218, weight_update_time: 0.0931235626, other_time: 2.1361312866
epoch time: 8.3748798370s, input_fired_time: 0.1204277053, output_fired_time: 0.0000000000, propagate_forward_time: 7.8750433922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794083595
validation[          , genome  7119] predictions:    9703/  10000 (97.03%), best:    9710/10000 (97.10%), error:      1000.67981, best error:       957.66876 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.4229278564s, input_fired_time: 1.0663539171, output_fired_time: 0.6977691650, propagate_forward_time: 38.6553802490, propagate_backward_time: 55.8653144836, weight_update_time: 0.0941762701, other_time: 2.1381111145
epoch time: 8.2977914810s, input_fired_time: 0.1193180382, output_fired_time: 0.0000000000, propagate_forward_time: 7.8049144745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735589981
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       922.26886, best error:       922.26886 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 98.3595123291s, input_fired_time: 1.0639505386, output_fired_time: 0.6955984831, propagate_forward_time: 38.5333557129, propagate_backward_time: 55.9456748962, weight_update_time: 0.0932396352, other_time: 2.1209373474
epoch time: 8.1692838669s, input_fired_time: 0.1185966954, output_fired_time: 0.0000000000, propagate_forward_time: 7.6850371361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656497002
validation[          , genome  7119] predictions:    9657/  10000 (96.57%), best:    9732/10000 (97.32%), error:      1171.17969, best error:       922.26886 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 101.8203964233s, input_fired_time: 1.0990284681, output_fired_time: 0.7291158438, propagate_forward_time: 40.9896507263, propagate_backward_time: 56.8340415955, weight_update_time: 0.0955142975, other_time: 2.1685562134
epoch time: 8.4125051498s, input_fired_time: 0.1203529611, output_fired_time: 0.0000000000, propagate_forward_time: 7.9146928787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774595261
validation[          , genome  7119] predictions:    9701/  10000 (97.01%), best:    9732/10000 (97.32%), error:       989.76367, best error:       922.26886 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 99.5825042725s, input_fired_time: 1.0809750557, output_fired_time: 0.7073392272, propagate_forward_time: 40.0528221130, propagate_backward_time: 55.5974388123, weight_update_time: 0.0943084136, other_time: 2.1439285278
epoch time: 10.5235366821s, input_fired_time: 0.1420760155, output_fired_time: 0.0000000000, propagate_forward_time: 9.9281063080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533538818
validation[          , genome  7119] predictions:    9721/  10000 (97.21%), best:    9732/10000 (97.32%), error:      1008.50104, best error:       922.26886 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.9953918457s, input_fired_time: 1.1792352200, output_fired_time: 0.8083807230, propagate_forward_time: 46.0334396362, propagate_backward_time: 65.5646362305, weight_update_time: 0.1073985323, other_time: 2.4096984863
epoch time: 8.6668329239s, input_fired_time: 0.1279398203, output_fired_time: 0.0000000000, propagate_forward_time: 8.1425943375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962984085
validation[          , genome  7119] predictions:    9695/  10000 (96.95%), best:    9732/10000 (97.32%), error:       997.71307, best error:       922.26886 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 104.7789840698s, input_fired_time: 1.1054774523, output_fired_time: 0.7402535677, propagate_forward_time: 40.8877487183, propagate_backward_time: 59.7884902954, weight_update_time: 0.0983107686, other_time: 2.2570114136
epoch time: 8.5808992386s, input_fired_time: 0.1220197156, output_fired_time: 0.0000000000, propagate_forward_time: 8.0758829117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829965591
validation[          , genome  7119] predictions:    9686/  10000 (96.86%), best:    9732/10000 (97.32%), error:      1017.43433, best error:       922.26886 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 112.8134002686s, input_fired_time: 1.1749099493, output_fired_time: 0.7898633480, propagate_forward_time: 45.3412322998, propagate_backward_time: 63.1086730957, weight_update_time: 0.1064257100, other_time: 2.3987197876
epoch time: 10.3181571960s, input_fired_time: 0.1452459246, output_fired_time: 0.0000000000, propagate_forward_time: 9.7080707550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648408890
validation[          , genome  7119] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       952.87646, best error:       922.26886 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 100.6399383545s, input_fired_time: 1.0927507877, output_fired_time: 0.7213534117, propagate_forward_time: 40.3617935181, propagate_backward_time: 56.2886924744, weight_update_time: 0.0942059159, other_time: 2.1753501892
epoch time: 8.6998605728s, input_fired_time: 0.1246398240, output_fired_time: 0.0000000000, propagate_forward_time: 8.1791925430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960285187
validation[          , genome  7119] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       883.74512, best error:       883.74512 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 109.0632629395s, input_fired_time: 1.1553970575, output_fired_time: 0.7729801536, propagate_forward_time: 43.9951362610, propagate_backward_time: 60.8241806030, weight_update_time: 0.1023335159, other_time: 2.3155708313
epoch time: 9.5349636078s, input_fired_time: 0.1368024349, output_fired_time: 0.0000000000, propagate_forward_time: 8.9657325745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324283600
validation[          , genome  7119] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:      1028.87671, best error:       883.74512 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.5059356689s, input_fired_time: 1.1402583122, output_fired_time: 0.7532880306, propagate_forward_time: 42.8564338684, propagate_backward_time: 61.4068260193, weight_update_time: 0.1043297425, other_time: 2.3491287231
epoch time: 10.1359186172s, input_fired_time: 0.1417542845, output_fired_time: 0.0000000000, propagate_forward_time: 9.5514097214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427547455
validation[          , genome  7119] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:       971.44495, best error:       883.74512 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.3245086670s, input_fired_time: 1.1691118479, output_fired_time: 0.7776296735, propagate_forward_time: 43.9225158691, propagate_backward_time: 62.0671653748, weight_update_time: 0.1063996330, other_time: 2.3880882263
epoch time: 11.0014743805s, input_fired_time: 0.1558975428, output_fired_time: 0.0000000000, propagate_forward_time: 10.3655090332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800682068
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:       972.62445, best error:       883.74512 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 98.7783279419s, input_fired_time: 1.1002242565, output_fired_time: 0.7039917707, propagate_forward_time: 38.9979934692, propagate_backward_time: 55.7396392822, weight_update_time: 0.0976185948, other_time: 2.2364730835
epoch time: 8.5539464951s, input_fired_time: 0.1250936836, output_fired_time: 0.0000000000, propagate_forward_time: 8.0412540436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875989914
validation[          , genome  7119] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       920.38477, best error:       883.74512 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 98.6170654297s, input_fired_time: 1.0818977356, output_fired_time: 0.7104233503, propagate_forward_time: 39.5424842834, propagate_backward_time: 55.1374015808, weight_update_time: 0.0932309628, other_time: 2.1448593140
epoch time: 8.3335895538s, input_fired_time: 0.1208426058, output_fired_time: 0.0000000000, propagate_forward_time: 7.8298106194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829360008
validation[          , genome  7119] predictions:    9682/  10000 (96.82%), best:    9731/10000 (97.31%), error:       986.55988, best error:       883.74512 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 99.4042968750s, input_fired_time: 1.0755397081, output_fired_time: 0.7032800913, propagate_forward_time: 39.2528381348, propagate_backward_time: 56.2285957336, weight_update_time: 0.0943159163, other_time: 2.1440467834
epoch time: 8.7970952988s, input_fired_time: 0.1261774004, output_fired_time: 0.0000000000, propagate_forward_time: 8.2784147263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925027847
validation[          , genome  7119] predictions:    9702/  10000 (97.02%), best:    9731/10000 (97.31%), error:      1012.12274, best error:       883.74512 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.8644332886s, input_fired_time: 1.1293629408, output_fired_time: 0.7396143675, propagate_forward_time: 41.1372566223, propagate_backward_time: 58.5593338013, weight_update_time: 0.1014994532, other_time: 2.2988624573
epoch time: 10.9671535492s, input_fired_time: 0.1476617754, output_fired_time: 0.0000000000, propagate_forward_time: 10.3497304916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697608948
validation[          , genome  7119] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       901.13806, best error:       883.74512 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.9859771729s, input_fired_time: 1.0788121223, output_fired_time: 0.7086929679, propagate_forward_time: 39.5344696045, propagate_backward_time: 55.5391540527, weight_update_time: 0.0931599140, other_time: 2.1248474121
epoch time: 8.4411373138s, input_fired_time: 0.1219484508, output_fired_time: 0.0000000000, propagate_forward_time: 7.9377813339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814077377
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9731/10000 (97.31%), error:       953.06226, best error:       883.74512 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 119.6265716553s, input_fired_time: 1.2158201933, output_fired_time: 0.8274639845, propagate_forward_time: 47.6869697571, propagate_backward_time: 67.3996734619, weight_update_time: 0.1118480340, other_time: 2.4966430664
epoch time: 8.4773988724s, input_fired_time: 0.1236983165, output_fired_time: 0.0000000000, propagate_forward_time: 7.9702281952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834724426
validation[          , genome  7119] predictions:    9698/  10000 (96.98%), best:    9731/10000 (97.31%), error:      1023.67212, best error:       883.74512 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.0401763916s, input_fired_time: 1.1286803484, output_fired_time: 0.7523903847, propagate_forward_time: 41.6988334656, propagate_backward_time: 60.1464385986, weight_update_time: 0.1006756127, other_time: 2.3138389587
epoch time: 7.5196638107s, input_fired_time: 0.1173642725, output_fired_time: 0.0000000000, propagate_forward_time: 7.0395298004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627696037
validation[          , genome  7119] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       933.62750, best error:       883.74512 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 93.2990188599s, input_fired_time: 1.0772287846, output_fired_time: 0.6787930727, propagate_forward_time: 36.7404861450, propagate_backward_time: 52.6169853210, weight_update_time: 0.0941162258, other_time: 2.1855201721
epoch time: 7.8028779030s, input_fired_time: 0.1215203553, output_fired_time: 0.0000000000, propagate_forward_time: 7.2998957634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814616203
validation[          , genome  7119] predictions:    9737/  10000 (97.37%), best:    9731/10000 (97.31%), error:       914.73120, best error:       883.74512 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.2694702148s, input_fired_time: 1.1338131428, output_fired_time: 0.7368931174, propagate_forward_time: 40.9131660461, propagate_backward_time: 58.1549301147, weight_update_time: 0.1021423042, other_time: 2.3306694031
epoch time: 7.7384314537s, input_fired_time: 0.1197975874, output_fired_time: 0.0000000000, propagate_forward_time: 7.2526469231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659868240
validation[          , genome  7119] predictions:    9655/  10000 (96.55%), best:    9731/10000 (97.31%), error:      1115.00513, best error:       883.74512 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.4460144043s, input_fired_time: 1.1365544796, output_fired_time: 0.7473952174, propagate_forward_time: 40.9291000366, propagate_backward_time: 58.3160552979, weight_update_time: 0.1016575396, other_time: 2.3169097900
epoch time: 7.7518901825s, input_fired_time: 0.1234030575, output_fired_time: 0.0000000000, propagate_forward_time: 7.2495336533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789534569
validation[          , genome  7119] predictions:    9673/  10000 (96.73%), best:    9731/10000 (97.31%), error:      1009.89691, best error:       883.74512 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 100.5850143433s, input_fired_time: 1.1279487610, output_fired_time: 0.7257676721, propagate_forward_time: 39.6631507874, propagate_backward_time: 56.7814331055, weight_update_time: 0.0993857533, other_time: 2.2867088318
epoch time: 11.0496768951s, input_fired_time: 0.1550930738, output_fired_time: 0.0000000000, propagate_forward_time: 10.4199848175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745988846
validation[          , genome  7119] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:      1003.03461, best error:       883.74512 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 103.0423202515s, input_fired_time: 1.1455888748, output_fired_time: 0.7326325774, propagate_forward_time: 40.7721557617, propagate_backward_time: 58.0567016602, weight_update_time: 0.1017681211, other_time: 2.3352355957
epoch time: 7.7571239471s, input_fired_time: 0.1222700775, output_fired_time: 0.0000000000, propagate_forward_time: 7.2658519745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690018654
validation[          , genome  7119] predictions:    9708/  10000 (97.08%), best:    9731/10000 (97.31%), error:       974.91998, best error:       883.74512 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.2644042969s, input_fired_time: 1.1773520708, output_fired_time: 0.7845784426, propagate_forward_time: 44.1117210388, propagate_backward_time: 62.7844924927, weight_update_time: 0.1072980538, other_time: 2.4062576294
epoch time: 8.6184625626s, input_fired_time: 0.1315802634, output_fired_time: 0.0000000000, propagate_forward_time: 8.0887765884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981056213
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       880.54248, best error:       880.54248 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 105.6299285889s, input_fired_time: 1.1499147415, output_fired_time: 0.7534093857, propagate_forward_time: 41.6642646790, propagate_backward_time: 59.7222480774, weight_update_time: 0.1020944715, other_time: 2.3400878906
epoch time: 7.7161412239s, input_fired_time: 0.1223361418, output_fired_time: 0.0000000000, propagate_forward_time: 7.2242040634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696012497
validation[          , genome  7119] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       928.07141, best error:       880.54248 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.8651885986s, input_fired_time: 1.1713520288, output_fired_time: 0.7733746767, propagate_forward_time: 44.0752067566, propagate_backward_time: 61.4599914551, weight_update_time: 0.1054514572, other_time: 2.3852653503
epoch time: 8.6039409637s, input_fired_time: 0.1277069598, output_fired_time: 0.0000000000, propagate_forward_time: 8.0821065903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941278458
validation[          , genome  7119] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       925.23425, best error:       880.54248 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.9303054810s, input_fired_time: 1.1853904724, output_fired_time: 0.7873414159, propagate_forward_time: 45.5470085144, propagate_backward_time: 63.9974250793, weight_update_time: 0.1078762934, other_time: 2.4131431580
epoch time: 7.8304715157s, input_fired_time: 0.1226778626, output_fired_time: 0.0000000000, propagate_forward_time: 7.3400034904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677902222
validation[          , genome  7119] predictions:    9722/  10000 (97.22%), best:    9749/10000 (97.49%), error:       957.29346, best error:       880.54248 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 107.9600296021s, input_fired_time: 1.1653832197, output_fired_time: 0.7631124258, propagate_forward_time: 42.7634696960, propagate_backward_time: 60.8686332703, weight_update_time: 0.1054116786, other_time: 2.3994293213
epoch time: 7.5222711563s, input_fired_time: 0.1202278584, output_fired_time: 0.0000000000, propagate_forward_time: 7.0308389664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712043762
validation[          , genome  7119] predictions:    9684/  10000 (96.84%), best:    9749/10000 (97.49%), error:      1101.98950, best error:       880.54248 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 118.2948913574s, input_fired_time: 1.2213047743, output_fired_time: 0.8198928833, propagate_forward_time: 47.0594520569, propagate_backward_time: 66.6667098999, weight_update_time: 0.1127990559, other_time: 2.5275344849
epoch time: 7.4894394875s, input_fired_time: 0.1189868823, output_fired_time: 0.0000000000, propagate_forward_time: 7.0094127655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610396385
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       907.28088, best error:       880.54248 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.8166732788s, input_fired_time: 1.1424932480, output_fired_time: 0.7411304712, propagate_forward_time: 40.9004135132, propagate_backward_time: 57.6511573792, weight_update_time: 0.1015427262, other_time: 2.3814811707
epoch time: 8.7643470764s, input_fired_time: 0.1333034933, output_fired_time: 0.0000000000, propagate_forward_time: 8.2171583176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138851166
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       891.10632, best error:       880.54248 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 97.9641265869s, input_fired_time: 1.1141904593, output_fired_time: 0.7097679377, propagate_forward_time: 38.6164016724, propagate_backward_time: 55.2758636475, weight_update_time: 0.0965030715, other_time: 2.2479019165
epoch time: 9.4016952515s, input_fired_time: 0.1397323906, output_fired_time: 0.0000000000, propagate_forward_time: 8.8130283356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489345551
validation[          , genome  7119] predictions:    9717/  10000 (97.17%), best:    9749/10000 (97.49%), error:       916.74353, best error:       880.54248 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 101.7685394287s, input_fired_time: 1.1541423798, output_fired_time: 0.7310206890, propagate_forward_time: 40.2574081421, propagate_backward_time: 57.3035354614, weight_update_time: 0.0994284153, other_time: 2.3224334717
epoch time: 8.7315492630s, input_fired_time: 0.1351066083, output_fired_time: 0.0000000000, propagate_forward_time: 8.1891880035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072542191
validation[          , genome  7119] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       934.54095, best error:       880.54248 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 100.4736862183s, input_fired_time: 1.1351841688, output_fired_time: 0.7237067223, propagate_forward_time: 39.4735488892, propagate_backward_time: 56.8916091919, weight_update_time: 0.0987975150, other_time: 2.2496337891
epoch time: 7.5818743706s, input_fired_time: 0.1205515563, output_fired_time: 0.0000000000, propagate_forward_time: 7.1056909561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556318283
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       846.02380, best error:       846.02380 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 113.3312377930s, input_fired_time: 1.1981058121, output_fired_time: 0.7902516723, propagate_forward_time: 45.0659561157, propagate_backward_time: 63.8261680603, weight_update_time: 0.1091184616, other_time: 2.4507560730
epoch time: 8.6749773026s, input_fired_time: 0.1312799305, output_fired_time: 0.0000000000, propagate_forward_time: 8.1508922577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928050995
validation[          , genome  7119] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       909.76111, best error:       846.02380 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 107.8530807495s, input_fired_time: 1.1675463915, output_fired_time: 0.7504959702, propagate_forward_time: 42.9495506287, propagate_backward_time: 60.6284255981, weight_update_time: 0.1042681187, other_time: 2.3570594788
epoch time: 7.7710943222s, input_fired_time: 0.1215106770, output_fired_time: 0.0000000000, propagate_forward_time: 7.2890572548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605265617
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       869.43164, best error:       846.02380 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 93.9689178467s, input_fired_time: 1.0883312225, output_fired_time: 0.6792152524, propagate_forward_time: 37.0029144287, propagate_backward_time: 53.0485954285, weight_update_time: 0.0956101269, other_time: 2.1498603821
epoch time: 7.5770816803s, input_fired_time: 0.1182247847, output_fired_time: 0.0000000000, propagate_forward_time: 7.1010046005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578524590
validation[          , genome  7119] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       930.06171, best error:       846.02380 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.2498550415s, input_fired_time: 1.1612105370, output_fired_time: 0.7513811588, propagate_forward_time: 42.3364982605, propagate_backward_time: 60.6679916382, weight_update_time: 0.1035644934, other_time: 2.3327751160
epoch time: 8.3743371964s, input_fired_time: 0.1271182448, output_fired_time: 0.0000000000, propagate_forward_time: 7.8648347855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823843002
validation[          , genome  7119] predictions:    9693/  10000 (96.93%), best:    9749/10000 (97.49%), error:       945.72888, best error:       846.02380 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.4662246704s, input_fired_time: 1.1913377047, output_fired_time: 0.7885257602, propagate_forward_time: 44.5931892395, propagate_backward_time: 61.5354690552, weight_update_time: 0.1013258025, other_time: 2.3577003479
epoch time: 8.2364826202s, input_fired_time: 0.1274546236, output_fired_time: 0.0000000000, propagate_forward_time: 7.7227663994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862614632
validation[          , genome  7119] predictions:    9700/  10000 (97.00%), best:    9749/10000 (97.49%), error:       990.02539, best error:       846.02380 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 99.5912017822s, input_fired_time: 1.1060928106, output_fired_time: 0.7090411186, propagate_forward_time: 38.9037322998, propagate_backward_time: 56.6693229675, weight_update_time: 0.0943165123, other_time: 2.2030143738
epoch time: 8.5636510849s, input_fired_time: 0.1303555220, output_fired_time: 0.0000000000, propagate_forward_time: 8.0411100388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921852112
validation[          , genome  7119] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       930.90533, best error:       846.02380 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 105.4813385010s, input_fired_time: 1.1589109898, output_fired_time: 0.7392182350, propagate_forward_time: 41.9954147339, propagate_backward_time: 59.2728843689, weight_update_time: 0.1013710126, other_time: 2.3149070740
epoch time: 7.7675385475s, input_fired_time: 0.1240327433, output_fired_time: 0.0000000000, propagate_forward_time: 7.2732410431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702645302
validation[          , genome  7119] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       884.15887, best error:       846.02380 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.2967376709s, input_fired_time: 1.1169023514, output_fired_time: 0.7050086260, propagate_forward_time: 39.2171859741, propagate_backward_time: 56.0472183228, weight_update_time: 0.0974308178, other_time: 2.2104187012
epoch time: 7.4687623978s, input_fired_time: 0.1216951013, output_fired_time: 0.0000000000, propagate_forward_time: 6.9833045006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637628555
validation[          , genome  7119] predictions:    9701/  10000 (97.01%), best:    9749/10000 (97.49%), error:      1033.46277, best error:       846.02380 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 104.1158905029s, input_fired_time: 1.1483346224, output_fired_time: 0.7337893248, propagate_forward_time: 41.7126808167, propagate_backward_time: 58.2110176086, weight_update_time: 0.0989857614, other_time: 2.3100662231
epoch time: 9.0994071960s, input_fired_time: 0.1354830265, output_fired_time: 0.0000000000, propagate_forward_time: 8.5547323227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091920853
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9749/10000 (97.49%), error:       859.72137, best error:       846.02380 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 112.4182052612s, input_fired_time: 1.1999998093, output_fired_time: 0.7955362797, propagate_forward_time: 44.8859825134, propagate_backward_time: 63.1314888000, weight_update_time: 0.1032874286, other_time: 2.4051933289
epoch time: 8.5251483917s, input_fired_time: 0.1301607043, output_fired_time: 0.0000000000, propagate_forward_time: 7.9882249832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067630768
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9749/10000 (97.49%), error:       884.85004, best error:       846.02380 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.4674377441s, input_fired_time: 1.1717063189, output_fired_time: 0.7788684368, propagate_forward_time: 42.9861793518, propagate_backward_time: 62.1854209900, weight_update_time: 0.1025040150, other_time: 2.3452644348
epoch time: 8.5082454681s, input_fired_time: 0.1290319413, output_fired_time: 0.0000000000, propagate_forward_time: 7.9909520149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882613182
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       891.01349, best error:       846.02380 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 122.7496795654s, input_fired_time: 1.2603267431, output_fired_time: 0.8533360958, propagate_forward_time: 49.1077270508, propagate_backward_time: 68.9541168213, weight_update_time: 0.1131495312, other_time: 2.5741729736
epoch time: 8.3824357986s, input_fired_time: 0.1290686280, output_fired_time: 0.0000000000, propagate_forward_time: 7.8634920120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898754120
validation[          , genome  7119] predictions:    9705/  10000 (97.05%), best:    9749/10000 (97.49%), error:      1022.96362, best error:       846.02380 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 109.4099731445s, input_fired_time: 1.1695756912, output_fired_time: 0.7760154009, propagate_forward_time: 43.1198425293, propagate_backward_time: 61.9948043823, weight_update_time: 0.1022136807, other_time: 2.3497314453
epoch time: 8.3520727158s, input_fired_time: 0.1280246228, output_fired_time: 0.0000000000, propagate_forward_time: 7.8400602341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839874268
validation[          , genome  7119] predictions:    9717/  10000 (97.17%), best:    9749/10000 (97.49%), error:       969.08185, best error:       846.02380 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.3522796631s, input_fired_time: 1.1449717283, output_fired_time: 0.7357840538, propagate_forward_time: 40.7598571777, propagate_backward_time: 58.4410095215, weight_update_time: 0.1020032391, other_time: 2.2706527710
epoch time: 10.3454923630s, input_fired_time: 0.1485537738, output_fired_time: 0.0000000000, propagate_forward_time: 9.7448024750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521360397
validation[          , genome  7119] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       943.32489, best error:       846.02380 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 97.9651489258s, input_fired_time: 1.1146843433, output_fired_time: 0.6999276876, propagate_forward_time: 38.7366905212, propagate_backward_time: 55.2254104614, weight_update_time: 0.0965754539, other_time: 2.1884346008
epoch time: 11.1963510513s, input_fired_time: 0.1595986933, output_fired_time: 0.0000000000, propagate_forward_time: 10.5547084808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820442200
validation[          , genome  7119] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       952.89709, best error:       846.02380 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 116.2122116089s, input_fired_time: 1.2281340361, output_fired_time: 0.8129827380, propagate_forward_time: 46.2757415771, propagate_backward_time: 65.4423370361, weight_update_time: 0.1111082584, other_time: 2.4530181885
epoch time: 10.0147695541s, input_fired_time: 0.1460778564, output_fired_time: 0.0000000000, propagate_forward_time: 9.4275236130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411678314
validation[          , genome  7119] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       918.81421, best error:       846.02380 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 98.9534988403s, input_fired_time: 1.1198441982, output_fired_time: 0.7081356645, propagate_forward_time: 39.1101531982, propagate_backward_time: 55.8062400818, weight_update_time: 0.0977369770, other_time: 2.2091255188
epoch time: 7.7759256363s, input_fired_time: 0.1245442554, output_fired_time: 0.0000000000, propagate_forward_time: 7.2891435623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622379303
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9749/10000 (97.49%), error:       994.47095, best error:       846.02380 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 105.9431304932s, input_fired_time: 1.1633008718, output_fired_time: 0.7531347275, propagate_forward_time: 42.1778488159, propagate_backward_time: 59.5432167053, weight_update_time: 0.1018548161, other_time: 2.3056297302
epoch time: 7.8402485847s, input_fired_time: 0.1256352365, output_fired_time: 0.0000000000, propagate_forward_time: 7.3436985016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709149361
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       855.63434, best error:       846.02380 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.5233154297s, input_fired_time: 1.0836397409, output_fired_time: 0.6733131409, propagate_forward_time: 36.5283393860, propagate_backward_time: 52.1273269653, weight_update_time: 0.0936163068, other_time: 2.1106910706
epoch time: 7.8264565468s, input_fired_time: 0.1247143447, output_fired_time: 0.0000000000, propagate_forward_time: 7.3356294632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661127090
validation[          , genome  7119] predictions:    9733/  10000 (97.33%), best:    9749/10000 (97.49%), error:       899.24829, best error:       846.02380 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 92.9048614502s, input_fired_time: 1.0838826895, output_fired_time: 0.6768609881, propagate_forward_time: 36.5017433167, propagate_backward_time: 52.5461883545, weight_update_time: 0.0926704556, other_time: 2.0961799622
epoch time: 7.8308634758s, input_fired_time: 0.1255168170, output_fired_time: 0.0000000000, propagate_forward_time: 7.3351607323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701858521
validation[          , genome  7119] predictions:    9712/  10000 (97.12%), best:    9749/10000 (97.49%), error:       999.62579, best error:       846.02380 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.6520919800s, input_fired_time: 1.1712121964, output_fired_time: 0.7578703761, propagate_forward_time: 42.0445976257, propagate_backward_time: 60.3512001038, weight_update_time: 0.1018134505, other_time: 2.3272094727
epoch time: 11.2048454285s, input_fired_time: 0.1597266942, output_fired_time: 0.0000000000, propagate_forward_time: 10.5644578934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806604385
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9749/10000 (97.49%), error:       880.91541, best error:       846.02380 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 111.7908401489s, input_fired_time: 1.2042309046, output_fired_time: 0.7884571552, propagate_forward_time: 44.4559097290, propagate_backward_time: 62.9016876221, weight_update_time: 0.1069164872, other_time: 2.4405517578
epoch time: 10.6969852448s, input_fired_time: 0.1564841866, output_fired_time: 0.0000000000, propagate_forward_time: 10.0536174774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868831635
validation[          , genome  7119] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       944.00592, best error:       846.02380 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.1206665039s, input_fired_time: 1.1450542212, output_fired_time: 0.7297738194, propagate_forward_time: 40.1404647827, propagate_backward_time: 56.8926124573, weight_update_time: 0.0985038728, other_time: 2.2127571106
epoch time: 8.3017759323s, input_fired_time: 0.1300538629, output_fired_time: 0.0000000000, propagate_forward_time: 7.7867918015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849306107
validation[          , genome  7119] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       889.59619, best error:       846.02380 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.3543777466s, input_fired_time: 1.2053710222, output_fired_time: 0.7828816175, propagate_forward_time: 43.9203262329, propagate_backward_time: 62.0497512817, weight_update_time: 0.1059036925, other_time: 2.3960494995
epoch time: 8.1998815536s, input_fired_time: 0.1282156706, output_fired_time: 0.0000000000, propagate_forward_time: 7.6904087067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812570572
validation[          , genome  7119] predictions:    9747/  10000 (97.47%), best:    9749/10000 (97.49%), error:       859.64941, best error:       846.02380 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 118.0899429321s, input_fired_time: 1.2486883402, output_fired_time: 0.8337920904, propagate_forward_time: 47.2214622498, propagate_backward_time: 66.3027572632, weight_update_time: 0.1092083901, other_time: 2.4832382202
epoch time: 9.3886184692s, input_fired_time: 0.1407428384, output_fired_time: 0.0000000000, propagate_forward_time: 8.8238639832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240112305
validation[          , genome  7119] predictions:    9712/  10000 (97.12%), best:    9749/10000 (97.49%), error:       968.27576, best error:       846.02380 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 108.4498977661s, input_fired_time: 1.1840109825, output_fired_time: 0.7667635083, propagate_forward_time: 43.0483093262, propagate_backward_time: 61.1058273315, weight_update_time: 0.1028254405, other_time: 2.3449859619
epoch time: 10.5996160507s, input_fired_time: 0.1548316032, output_fired_time: 0.0000000000, propagate_forward_time: 9.9799575806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648265839
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       965.14612, best error:       846.02380 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.4662933350s, input_fired_time: 1.2332912683, output_fired_time: 0.8100019097, propagate_forward_time: 46.3704643250, propagate_backward_time: 65.5788040161, weight_update_time: 0.1096225083, other_time: 2.4737319946
epoch time: 8.5244235992s, input_fired_time: 0.1323519945, output_fired_time: 0.0000000000, propagate_forward_time: 7.9984731674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935985565
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       897.03284, best error:       846.02380 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 108.9435958862s, input_fired_time: 1.1865113974, output_fired_time: 0.7687349319, propagate_forward_time: 43.2468757629, propagate_backward_time: 61.3798408508, weight_update_time: 0.1039479524, other_time: 2.3616333008
epoch time: 7.7288756371s, input_fired_time: 0.1259642541, output_fired_time: 0.0000000000, propagate_forward_time: 7.2348923683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680191040
validation[          , genome  7119] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       943.81549, best error:       846.02380 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 92.0779190063s, input_fired_time: 1.0933866501, output_fired_time: 0.6667862535, propagate_forward_time: 36.4942359924, propagate_backward_time: 51.7105941772, weight_update_time: 0.0937045217, other_time: 2.1129188538
epoch time: 7.8847932816s, input_fired_time: 0.1268321425, output_fired_time: 0.0000000000, propagate_forward_time: 7.3902478218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677134514
validation[          , genome  7119] predictions:    9688/  10000 (96.88%), best:    9749/10000 (97.49%), error:      1050.24426, best error:       846.02380 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 104.2226715088s, input_fired_time: 1.1555960178, output_fired_time: 0.7415476441, propagate_forward_time: 41.0355873108, propagate_backward_time: 58.9984474182, weight_update_time: 0.1019109711, other_time: 2.2914962769
epoch time: 8.6768646240s, input_fired_time: 0.1329988986, output_fired_time: 0.0000000000, propagate_forward_time: 8.1524057388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914604187
validation[          , genome  7119] predictions:    9689/  10000 (96.89%), best:    9749/10000 (97.49%), error:      1081.16357, best error:       846.02380 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 115.5246658325s, input_fired_time: 1.2227042913, output_fired_time: 0.8021058440, propagate_forward_time: 46.0089874268, propagate_backward_time: 65.0267944336, weight_update_time: 0.1091262922, other_time: 2.4640731812
epoch time: 11.1316747665s, input_fired_time: 0.1579079479, output_fired_time: 0.0000000000, propagate_forward_time: 10.4969015121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768657684
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       893.49591, best error:       846.02380 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.8475112915s, input_fired_time: 1.2585283518, output_fired_time: 0.8432700634, propagate_forward_time: 48.5759239197, propagate_backward_time: 68.6419448853, weight_update_time: 0.1118334234, other_time: 2.5278396606
epoch time: 10.4519824982s, input_fired_time: 0.1526868045, output_fired_time: 0.0000000000, propagate_forward_time: 9.8397312164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595642090
validation[          , genome  7119] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       899.08691, best error:       846.02380 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 109.8042221069s, input_fired_time: 1.1916118860, output_fired_time: 0.7686585188, propagate_forward_time: 44.0789413452, propagate_backward_time: 61.3756675720, weight_update_time: 0.1037400886, other_time: 2.3893394470
epoch time: 8.3785324097s, input_fired_time: 0.1304760575, output_fired_time: 0.0000000000, propagate_forward_time: 7.8591446877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889117241
validation[          , genome  7119] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       937.82208, best error:       846.02380 on epoch:    67, 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: 44.2227287292s, input_fired_time: 0.6656461358, output_fired_time: 0.0000000000, propagate_forward_time: 41.4834632874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0736198425
best training[          , genome  7119] predictions:   49384/  50000 (98.77%), best:    9749/10000 (97.49%), error:      2288.87280, best error:       846.02380 on epoch:    67, 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: 8.9225072861s, input_fired_time: 0.1316963285, output_fired_time: 0.0000000000, propagate_forward_time: 8.3778095245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130010605
   testing[          , genome  7119] predictions:    9769/  10000 (97.69%), best:    9749/10000 (97.49%), error:       739.12469, best error:       846.02380 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:22:11 (37378): called boinc_finish(0)

</stderr_txt>
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