Nameexact_genome_1512568488_41_7001_1
Workunit2606313
Created7 Dec 2017, 23:16:51 UTC
Sent7 Dec 2017, 23:20:50 UTC
Report deadline15 Dec 2017, 10:43:06 UTC
Received8 Dec 2017, 21:26:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time3 hours 31 min 4 sec
CPU time3 hours 30 min 28 sec
Validate stateValid
Credit1,868.45
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.39 MB
Peak swap size152.21 MB
Peak disk usage1.07 MB

Stderr output

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

epoch time: 115.3132629395s, input_fired_time: 1.0189689398, output_fired_time: 0.8002379537, propagate_forward_time: 42.9169769287, propagate_backward_time: 68.4274291992, weight_update_time: 0.1257553101, other_time: 2.1496505737
epoch time: 9.0292491913s, input_fired_time: 0.1159490496, output_fired_time: 0.0000000000, propagate_forward_time: 8.5300931931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832073212
validation[          , genome  7001] predictions:    9683/  10000 (96.83%), best:    9681/10000 (96.81%), error:      1124.27527, best error:      1083.84631 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.3150405884s, input_fired_time: 1.0293192863, output_fired_time: 0.7963436842, propagate_forward_time: 42.9797210693, propagate_backward_time: 68.3873062134, weight_update_time: 0.1243794337, other_time: 2.1223526001
epoch time: 9.0263805389s, input_fired_time: 0.1139955074, output_fired_time: 0.0000000000, propagate_forward_time: 8.5295467377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828382492
validation[          , genome  7001] predictions:    9686/  10000 (96.86%), best:    9681/10000 (96.81%), error:      1085.15601, best error:      1083.84631 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.7908477783s, input_fired_time: 1.0123517513, output_fired_time: 0.7993017435, propagate_forward_time: 42.7323989868, propagate_backward_time: 68.1192550659, weight_update_time: 0.1253195703, other_time: 2.1275405884
epoch time: 9.0225429535s, input_fired_time: 0.1146703437, output_fired_time: 0.0000000000, propagate_forward_time: 8.5244827271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833894730
validation[          , genome  7001] predictions:    9690/  10000 (96.90%), best:    9681/10000 (96.81%), error:      1110.78882, best error:      1083.84631 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.8076782227s, input_fired_time: 1.0158549547, output_fired_time: 0.7975102067, propagate_forward_time: 42.7635612488, propagate_backward_time: 68.1061553955, weight_update_time: 0.1270871162, other_time: 2.1246032715
epoch time: 9.3119821548s, input_fired_time: 0.1144930571, output_fired_time: 0.0000000000, propagate_forward_time: 8.8120317459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854570389
validation[          , genome  7001] predictions:    9580/  10000 (95.80%), best:    9681/10000 (96.81%), error:      1381.92871, best error:      1083.84631 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.1438217163s, input_fired_time: 1.0371580124, output_fired_time: 0.8373947144, propagate_forward_time: 43.2110023499, propagate_backward_time: 69.8057022095, weight_update_time: 0.1294925064, other_time: 2.2525711060
epoch time: 9.1723661423s, input_fired_time: 0.1160506308, output_fired_time: 0.0000000000, propagate_forward_time: 8.6620826721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942327499
validation[          , genome  7001] predictions:    9648/  10000 (96.48%), best:    9681/10000 (96.81%), error:      1162.21265, best error:      1083.84631 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 115.6237258911s, input_fired_time: 1.0348432064, output_fired_time: 0.8071106672, propagate_forward_time: 43.0078964233, propagate_backward_time: 68.5907058716, weight_update_time: 0.1261654645, other_time: 2.1831665039
epoch time: 9.2158184052s, input_fired_time: 0.1173905730, output_fired_time: 0.0000000000, propagate_forward_time: 8.6448020935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536256790
validation[          , genome  7001] predictions:    9633/  10000 (96.33%), best:    9681/10000 (96.81%), error:      1144.89539, best error:      1083.84631 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 118.3379745483s, input_fired_time: 1.0574767590, output_fired_time: 0.8738476634, propagate_forward_time: 43.2608604431, propagate_backward_time: 70.7369995117, weight_update_time: 0.1334664971, other_time: 2.4087829590
epoch time: 9.1401042938s, input_fired_time: 0.1149168983, output_fired_time: 0.0000000000, propagate_forward_time: 8.6406192780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845682144
validation[          , genome  7001] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1033.25867, best error:      1033.25867 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 115.8613662720s, input_fired_time: 1.0175591707, output_fired_time: 0.8038174510, propagate_forward_time: 43.1587257385, propagate_backward_time: 68.7475280762, weight_update_time: 0.1254869103, other_time: 2.1337280273
epoch time: 9.1150560379s, input_fired_time: 0.1163974032, output_fired_time: 0.0000000000, propagate_forward_time: 8.6144742966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841838837
validation[          , genome  7001] predictions:    9669/  10000 (96.69%), best:    9693/10000 (96.93%), error:      1114.91504, best error:      1033.25867 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 115.5745925903s, input_fired_time: 1.0229197741, output_fired_time: 0.8007531762, propagate_forward_time: 43.1018905640, propagate_backward_time: 68.5272674561, weight_update_time: 0.1264011413, other_time: 2.1217651367
epoch time: 9.1163282394s, input_fired_time: 0.1148009151, output_fired_time: 0.0000000000, propagate_forward_time: 8.6185140610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830137253
validation[          , genome  7001] predictions:    9667/  10000 (96.67%), best:    9693/10000 (96.93%), error:      1121.05432, best error:      1033.25867 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.6426315308s, input_fired_time: 1.0255768299, output_fired_time: 0.8007571101, propagate_forward_time: 43.1180152893, propagate_backward_time: 68.5773849487, weight_update_time: 0.1264081150, other_time: 2.1209030151
epoch time: 9.1192159653s, input_fired_time: 0.1171647161, output_fired_time: 0.0000000000, propagate_forward_time: 8.6194620132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825893402
validation[          , genome  7001] predictions:    9676/  10000 (96.76%), best:    9693/10000 (96.93%), error:      1060.39697, best error:      1033.25867 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.4911270142s, input_fired_time: 1.0642174482, output_fired_time: 0.8807496428, propagate_forward_time: 43.6581230164, propagate_backward_time: 71.4720153809, weight_update_time: 0.1345420927, other_time: 2.4160156250
epoch time: 9.3095579147s, input_fired_time: 0.1171970591, output_fired_time: 0.0000000000, propagate_forward_time: 8.7411050797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512557983
validation[          , genome  7001] predictions:    9654/  10000 (96.54%), best:    9693/10000 (96.93%), error:      1108.67444, best error:      1033.25867 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 117.6379470825s, input_fired_time: 1.0469530821, output_fired_time: 0.8476481438, propagate_forward_time: 43.3476676941, propagate_backward_time: 70.1077117920, weight_update_time: 0.1309309006, other_time: 2.2879638672
epoch time: 9.1107282639s, input_fired_time: 0.1164464355, output_fired_time: 0.0000000000, propagate_forward_time: 8.6109800339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833017349
validation[          , genome  7001] predictions:    9483/  10000 (94.83%), best:    9693/10000 (96.93%), error:      1665.19324, best error:      1033.25867 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 119.2977218628s, input_fired_time: 1.0629609823, output_fired_time: 0.8746626377, propagate_forward_time: 43.6376152039, propagate_backward_time: 71.3119201660, weight_update_time: 0.1344282925, other_time: 2.4105682373
epoch time: 9.2927513123s, input_fired_time: 0.1188959479, output_fired_time: 0.0000000000, propagate_forward_time: 8.7284984589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453573227
validation[          , genome  7001] predictions:    9665/  10000 (96.65%), best:    9693/10000 (96.93%), error:      1135.69836, best error:      1033.25867 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 115.4215774536s, input_fired_time: 1.0281428099, output_fired_time: 0.8031656742, propagate_forward_time: 43.0027770996, propagate_backward_time: 68.4652023315, weight_update_time: 0.1266466230, other_time: 2.1222839355
epoch time: 9.1998443604s, input_fired_time: 0.1174432188, output_fired_time: 0.0000000000, propagate_forward_time: 8.6985864639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838148117
validation[          , genome  7001] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       914.13403, best error:       914.13403 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 115.4211883545s, input_fired_time: 1.0313985348, output_fired_time: 0.8035373092, propagate_forward_time: 42.9982795715, propagate_backward_time: 68.4628524780, weight_update_time: 0.1266279817, other_time: 2.1251296997
epoch time: 9.1157855988s, input_fired_time: 0.1181452125, output_fired_time: 0.0000000000, propagate_forward_time: 8.6151409149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824996948
validation[          , genome  7001] predictions:    9678/  10000 (96.78%), best:    9745/10000 (97.45%), error:      1083.08081, best error:       914.13403 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 118.7605895996s, input_fired_time: 1.0596762896, output_fired_time: 0.8653497696, propagate_forward_time: 43.5585746765, propagate_backward_time: 70.9166183472, weight_update_time: 0.1330019683, other_time: 2.3603744507
epoch time: 9.2286758423s, input_fired_time: 0.1175092086, output_fired_time: 0.0000000000, propagate_forward_time: 8.7157411575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954257965
validation[          , genome  7001] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       852.67688, best error:       852.67688 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 116.8358230591s, input_fired_time: 1.0450744629, output_fired_time: 0.8179028034, propagate_forward_time: 43.3098526001, propagate_backward_time: 69.4381332397, weight_update_time: 0.1278286278, other_time: 2.2248611450
epoch time: 9.4479074478s, input_fired_time: 0.1196338385, output_fired_time: 0.0000000000, propagate_forward_time: 8.8733625412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549112320
validation[          , genome  7001] predictions:    9694/  10000 (96.94%), best:    9759/10000 (97.59%), error:      1001.77087, best error:       852.67688 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.7761306763s, input_fired_time: 1.0319455862, output_fired_time: 0.8455561996, propagate_forward_time: 43.0101089478, propagate_backward_time: 68.7219161987, weight_update_time: 0.1269095540, other_time: 2.1666030884
epoch time: 9.2208204269s, input_fired_time: 0.1168317348, output_fired_time: 0.0000000000, propagate_forward_time: 8.7121829987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918056488
validation[          , genome  7001] predictions:    9678/  10000 (96.78%), best:    9759/10000 (97.59%), error:      1039.22485, best error:       852.67688 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 115.3199005127s, input_fired_time: 1.0282871723, output_fired_time: 0.8109498620, propagate_forward_time: 42.7928504944, propagate_backward_time: 68.5194320679, weight_update_time: 0.1263480484, other_time: 2.1683731079
epoch time: 9.2621850967s, input_fired_time: 0.1262005121, output_fired_time: 0.0000000000, propagate_forward_time: 8.6850748062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509096146
validation[          , genome  7001] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       914.72583, best error:       852.67688 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.5880126953s, input_fired_time: 1.0352044106, output_fired_time: 0.8120039105, propagate_forward_time: 42.9472923279, propagate_backward_time: 68.6454696655, weight_update_time: 0.1271572709, other_time: 2.1480484009
epoch time: 9.0791835785s, input_fired_time: 0.1175241023, output_fired_time: 0.0000000000, propagate_forward_time: 8.5789422989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827171326
validation[          , genome  7001] predictions:    9709/  10000 (97.09%), best:    9759/10000 (97.59%), error:       927.80145, best error:       852.67688 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 114.9051208496s, input_fired_time: 1.0318372250, output_fired_time: 0.8044062257, propagate_forward_time: 42.7490882874, propagate_backward_time: 68.1973037720, weight_update_time: 0.1260392070, other_time: 2.1224899292
epoch time: 9.1844787598s, input_fired_time: 0.1172396690, output_fired_time: 0.0000000000, propagate_forward_time: 8.6830196381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842191696
validation[          , genome  7001] predictions:    9681/  10000 (96.81%), best:    9759/10000 (97.59%), error:      1071.18530, best error:       852.67688 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 115.6314697266s, input_fired_time: 1.0295459032, output_fired_time: 0.7978801131, propagate_forward_time: 43.1370697021, propagate_backward_time: 68.5251693726, weight_update_time: 0.1394890249, other_time: 2.1417999268
epoch time: 9.0710134506s, input_fired_time: 0.1180471778, output_fired_time: 0.0000000000, propagate_forward_time: 8.5733022690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796644211
validation[          , genome  7001] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       981.46570, best error:       852.67688 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.0822219849s, input_fired_time: 1.0266337395, output_fired_time: 0.7993258238, propagate_forward_time: 42.7581329346, propagate_backward_time: 68.3694534302, weight_update_time: 0.1250944585, other_time: 2.1286773682
epoch time: 8.9874677658s, input_fired_time: 0.1168628260, output_fired_time: 0.0000000000, propagate_forward_time: 8.4883966446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822078705
validation[          , genome  7001] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       953.75543, best error:       852.67688 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 114.7537384033s, input_fired_time: 1.0251263380, output_fired_time: 0.7993075252, propagate_forward_time: 42.7211723328, propagate_backward_time: 68.0908355713, weight_update_time: 0.1250761598, other_time: 2.1172943115
epoch time: 9.2584972382s, input_fired_time: 0.1186148226, output_fired_time: 0.0000000000, propagate_forward_time: 8.7019672394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379148483
validation[          , genome  7001] predictions:    9686/  10000 (96.86%), best:    9759/10000 (97.59%), error:      1004.43829, best error:       852.67688 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.9098815918s, input_fired_time: 1.0758255720, output_fired_time: 0.8896350861, propagate_forward_time: 43.7438659668, propagate_backward_time: 71.6882247925, weight_update_time: 0.1356006414, other_time: 2.5123291016
epoch time: 9.3175907135s, input_fired_time: 0.1195051074, output_fired_time: 0.0000000000, propagate_forward_time: 8.7482089996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498767853
validation[          , genome  7001] predictions:    9644/  10000 (96.44%), best:    9759/10000 (97.59%), error:      1080.31091, best error:       852.67688 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 116.8781967163s, input_fired_time: 1.0497874022, output_fired_time: 0.8338310122, propagate_forward_time: 43.2056999207, propagate_backward_time: 69.5687408447, weight_update_time: 0.1289490163, other_time: 2.2201385498
epoch time: 9.0961170197s, input_fired_time: 0.1192961261, output_fired_time: 0.0000000000, propagate_forward_time: 8.5940504074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827705383
validation[          , genome  7001] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       896.73303, best error:       852.67688 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.4310531616s, input_fired_time: 1.0361644030, output_fired_time: 0.8033098578, propagate_forward_time: 42.9857025146, propagate_backward_time: 68.4833526611, weight_update_time: 0.1265161335, other_time: 2.1225280762
epoch time: 9.0860033035s, input_fired_time: 0.1182409227, output_fired_time: 0.0000000000, propagate_forward_time: 8.5839319229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838300705
validation[          , genome  7001] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       864.51233, best error:       852.67688 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 115.2566223145s, input_fired_time: 1.0371034145, output_fired_time: 0.8062720299, propagate_forward_time: 42.8699684143, propagate_backward_time: 68.4210510254, weight_update_time: 0.1266460568, other_time: 2.1222229004
epoch time: 9.1122083664s, input_fired_time: 0.1183446795, output_fired_time: 0.0000000000, propagate_forward_time: 8.6093931198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844709396
validation[          , genome  7001] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:       995.10559, best error:       852.67688 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.6737213135s, input_fired_time: 1.0365533829, output_fired_time: 0.7964451313, propagate_forward_time: 43.1821174622, propagate_backward_time: 68.5319061279, weight_update_time: 0.1265456378, other_time: 2.1266937256
epoch time: 9.0836563110s, input_fired_time: 0.1177589223, output_fired_time: 0.0000000000, propagate_forward_time: 8.5835142136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823833466
validation[          , genome  7001] predictions:    9675/  10000 (96.75%), best:    9759/10000 (97.59%), error:      1116.91882, best error:       852.67688 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 115.3317260742s, input_fired_time: 1.0349928141, output_fired_time: 0.8061660528, propagate_forward_time: 42.9207420349, propagate_backward_time: 68.4456481934, weight_update_time: 0.1267038882, other_time: 2.1241760254
epoch time: 9.0866327286s, input_fired_time: 0.1181766391, output_fired_time: 0.0000000000, propagate_forward_time: 8.5857963562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826599121
validation[          , genome  7001] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       914.65308, best error:       852.67688 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 115.0889129639s, input_fired_time: 1.0355043411, output_fired_time: 0.8063486814, propagate_forward_time: 42.7491645813, propagate_backward_time: 68.3365554810, weight_update_time: 0.1295760870, other_time: 2.1613388062
epoch time: 9.2775068283s, input_fired_time: 0.1194952205, output_fired_time: 0.0000000000, propagate_forward_time: 8.7568626404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011487961
validation[          , genome  7001] predictions:    9667/  10000 (96.67%), best:    9759/10000 (97.59%), error:      1071.95557, best error:       852.67688 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 114.5676040649s, input_fired_time: 1.0343662500, output_fired_time: 0.8006407022, propagate_forward_time: 42.6455917358, propagate_backward_time: 67.9656829834, weight_update_time: 0.1253139377, other_time: 2.1213226318
epoch time: 9.0279722214s, input_fired_time: 0.1193344966, output_fired_time: 0.0000000000, propagate_forward_time: 8.5247917175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838462830
validation[          , genome  7001] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       907.12415, best error:       852.67688 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.8282165527s, input_fired_time: 1.0315384865, output_fired_time: 0.7989188433, propagate_forward_time: 42.7404518127, propagate_backward_time: 68.1338043213, weight_update_time: 0.1249125749, other_time: 2.1235046387
epoch time: 9.2200918198s, input_fired_time: 0.1264469475, output_fired_time: 0.0000000000, propagate_forward_time: 8.6940927505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995523453
validation[          , genome  7001] predictions:    9647/  10000 (96.47%), best:    9759/10000 (97.59%), error:      1104.89368, best error:       852.67688 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.2582778931s, input_fired_time: 1.0459166765, output_fired_time: 0.8396657109, propagate_forward_time: 43.0825805664, propagate_backward_time: 69.0855484009, weight_update_time: 0.1280349046, other_time: 2.2045669556
epoch time: 9.0981664658s, input_fired_time: 0.1192459539, output_fired_time: 0.0000000000, propagate_forward_time: 8.5951566696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837642670
validation[          , genome  7001] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       881.50916, best error:       852.67688 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.4623870850s, input_fired_time: 1.0428590775, output_fired_time: 0.8030717969, propagate_forward_time: 42.9970245361, propagate_backward_time: 68.4990081787, weight_update_time: 0.1262986213, other_time: 2.1204223633
epoch time: 9.0974493027s, input_fired_time: 0.1197206005, output_fired_time: 0.0000000000, propagate_forward_time: 8.5946273804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831014633
validation[          , genome  7001] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       904.19446, best error:       852.67688 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 116.1487731934s, input_fired_time: 1.0488109589, output_fired_time: 0.8141501546, propagate_forward_time: 43.1590309143, propagate_backward_time: 68.9574813843, weight_update_time: 0.1279988885, other_time: 2.1693038940
epoch time: 9.1181449890s, input_fired_time: 0.1188344955, output_fired_time: 0.0000000000, propagate_forward_time: 8.6162986755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830118179
validation[          , genome  7001] predictions:    9695/  10000 (96.95%), best:    9759/10000 (97.59%), error:       961.37616, best error:       852.67688 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.5747375488s, input_fired_time: 1.0528420210, output_fired_time: 0.8225569725, propagate_forward_time: 43.2229003906, propagate_backward_time: 69.2766494751, weight_update_time: 0.1285240948, other_time: 2.1997909546
epoch time: 9.3320693970s, input_fired_time: 0.1221649051, output_fired_time: 0.0000000000, propagate_forward_time: 8.7584199905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514846802
validation[          , genome  7001] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       836.51068, best error:       836.51068 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 115.9469909668s, input_fired_time: 1.0499523878, output_fired_time: 0.8106269240, propagate_forward_time: 43.0841026306, propagate_backward_time: 68.8706741333, weight_update_time: 0.1267904490, other_time: 2.1316452026
epoch time: 9.1268682480s, input_fired_time: 0.1199160740, output_fired_time: 0.0000000000, propagate_forward_time: 8.6232652664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836870193
validation[          , genome  7001] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       867.08185, best error:       836.51068 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.1337127686s, input_fired_time: 1.0436831713, output_fired_time: 0.8036658764, propagate_forward_time: 42.7809410095, propagate_backward_time: 68.3794631958, weight_update_time: 0.1258132756, other_time: 2.1259536743
epoch time: 8.9943771362s, input_fired_time: 0.1188923940, output_fired_time: 0.0000000000, propagate_forward_time: 8.4943056107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811788559
validation[          , genome  7001] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       912.05280, best error:       836.51068 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.5281906128s, input_fired_time: 1.0338310003, output_fired_time: 0.7953574061, propagate_forward_time: 42.6242103577, propagate_backward_time: 67.9592819214, weight_update_time: 0.1249047965, other_time: 2.1155166626
epoch time: 9.2925701141s, input_fired_time: 0.1214306876, output_fired_time: 0.0000000000, propagate_forward_time: 8.7739706039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971691132
validation[          , genome  7001] predictions:    9660/  10000 (96.60%), best:    9745/10000 (97.45%), error:      1121.72241, best error:       836.51068 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 116.3629837036s, input_fired_time: 1.0793527365, output_fired_time: 0.8028673530, propagate_forward_time: 43.3378067017, propagate_backward_time: 68.9992752075, weight_update_time: 0.1258895993, other_time: 2.1436843872
epoch time: 9.1399030685s, input_fired_time: 0.1190211326, output_fired_time: 0.0000000000, propagate_forward_time: 8.6162385941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046430588
validation[          , genome  7001] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       867.36621, best error:       836.51068 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 115.6592712402s, input_fired_time: 1.0490087271, output_fired_time: 0.8106375337, propagate_forward_time: 42.9867439270, propagate_backward_time: 68.6697692871, weight_update_time: 0.1270630807, other_time: 2.1431121826
epoch time: 9.3246688843s, input_fired_time: 0.1212126017, output_fired_time: 0.0000000000, propagate_forward_time: 8.7553348541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481210709
validation[          , genome  7001] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       924.63275, best error:       836.51068 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 116.3185958862s, input_fired_time: 1.0688452721, output_fired_time: 0.8202338219, propagate_forward_time: 43.1481323242, propagate_backward_time: 69.1220932007, weight_update_time: 0.1269401759, other_time: 2.1592864990
epoch time: 9.1773586273s, input_fired_time: 0.1288517714, output_fired_time: 0.0000000000, propagate_forward_time: 8.6605424881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879642487
validation[          , genome  7001] predictions:    9729/  10000 (97.29%), best:    9745/10000 (97.45%), error:       906.73877, best error:       836.51068 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 115.8759536743s, input_fired_time: 1.0770164728, output_fired_time: 0.8014982939, propagate_forward_time: 43.1948127747, propagate_backward_time: 68.6566009521, weight_update_time: 0.1260916740, other_time: 2.1460266113
epoch time: 9.1074371338s, input_fired_time: 0.1203180552, output_fired_time: 0.0000000000, propagate_forward_time: 8.5843973160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027214050
validation[          , genome  7001] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       879.70026, best error:       836.51068 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.2927398682s, input_fired_time: 1.0406119823, output_fired_time: 0.8023332953, propagate_forward_time: 42.4651870728, propagate_backward_time: 67.8680496216, weight_update_time: 0.1249720827, other_time: 2.1165618896
epoch time: 8.9857187271s, input_fired_time: 0.1191400141, output_fired_time: 0.0000000000, propagate_forward_time: 8.4857969284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807821274
validation[          , genome  7001] predictions:    9687/  10000 (96.87%), best:    9745/10000 (97.45%), error:      1030.07446, best error:       836.51068 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 115.6253585815s, input_fired_time: 1.0500617027, output_fired_time: 0.8075233698, propagate_forward_time: 42.9887428284, propagate_backward_time: 68.6461944580, weight_update_time: 0.1267308295, other_time: 2.1328277588
epoch time: 9.1207513809s, input_fired_time: 0.1206578389, output_fired_time: 0.0000000000, propagate_forward_time: 8.6174125671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826808929
validation[          , genome  7001] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       809.82819, best error:       809.82819 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 115.4163970947s, input_fired_time: 1.0489839315, output_fired_time: 0.8026739359, propagate_forward_time: 42.9738121033, propagate_backward_time: 68.4659423828, weight_update_time: 0.1264987588, other_time: 2.1249847412
epoch time: 9.1465101242s, input_fired_time: 0.1202960163, output_fired_time: 0.0000000000, propagate_forward_time: 8.6432552338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829584122
validation[          , genome  7001] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       861.06372, best error:       809.82819 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 114.8884048462s, input_fired_time: 1.0502154827, output_fired_time: 0.7969260812, propagate_forward_time: 42.7819175720, propagate_backward_time: 68.1453018188, weight_update_time: 0.1247130930, other_time: 2.1140365601
epoch time: 9.0301465988s, input_fired_time: 0.1212632805, output_fired_time: 0.0000000000, propagate_forward_time: 8.5272140503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816690445
validation[          , genome  7001] predictions:    9743/  10000 (97.43%), best:    9744/10000 (97.44%), error:       828.72955, best error:       809.82819 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.3150634766s, input_fired_time: 1.0481622219, output_fired_time: 0.8019055128, propagate_forward_time: 42.5026588440, propagate_backward_time: 67.8412170410, weight_update_time: 0.1251055002, other_time: 2.1211242676
epoch time: 8.9953651428s, input_fired_time: 0.1212348044, output_fired_time: 0.0000000000, propagate_forward_time: 8.4935302734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805999756
validation[          , genome  7001] predictions:    9738/  10000 (97.38%), best:    9744/10000 (97.44%), error:       858.27594, best error:       809.82819 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.8549041748s, input_fired_time: 1.0469322205, output_fired_time: 0.8075098991, propagate_forward_time: 42.7281570435, propagate_backward_time: 68.1558532715, weight_update_time: 0.1251436770, other_time: 2.1164474487
epoch time: 9.0233440399s, input_fired_time: 0.1215859205, output_fired_time: 0.0000000000, propagate_forward_time: 8.5179090500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838491440
validation[          , genome  7001] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       913.43091, best error:       809.82819 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 114.8598785400s, input_fired_time: 1.0446342230, output_fired_time: 0.8008629680, propagate_forward_time: 42.7088890076, propagate_backward_time: 68.1787414551, weight_update_time: 0.1251329333, other_time: 2.1267547607
epoch time: 9.0316848755s, input_fired_time: 0.1214395463, output_fired_time: 0.0000000000, propagate_forward_time: 8.5283432007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819017410
validation[          , genome  7001] predictions:    9745/  10000 (97.45%), best:    9744/10000 (97.44%), error:       828.64899, best error:       809.82819 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.7406845093s, input_fired_time: 1.0649142265, output_fired_time: 0.8009632230, propagate_forward_time: 42.7109870911, propagate_backward_time: 68.0291671753, weight_update_time: 0.1250648499, other_time: 2.1346511841
epoch time: 8.9961309433s, input_fired_time: 0.1216424555, output_fired_time: 0.0000000000, propagate_forward_time: 8.4919805527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825082779
validation[          , genome  7001] predictions:    9755/  10000 (97.55%), best:    9744/10000 (97.44%), error:       829.58838, best error:       809.82819 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.6721115112s, input_fired_time: 1.0440167189, output_fired_time: 0.7993272543, propagate_forward_time: 42.6691055298, propagate_backward_time: 68.0401687622, weight_update_time: 0.1252778471, other_time: 2.1194992065
epoch time: 9.0221033096s, input_fired_time: 0.1206973046, output_fired_time: 0.0000000000, propagate_forward_time: 8.5174570084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839492798
validation[          , genome  7001] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       923.15875, best error:       809.82819 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.8324127197s, input_fired_time: 1.0474170446, output_fired_time: 0.8048791885, propagate_forward_time: 42.6946868896, propagate_backward_time: 68.1372451782, weight_update_time: 0.1256347597, other_time: 2.1481857300
epoch time: 9.0349388123s, input_fired_time: 0.1222348660, output_fired_time: 0.0000000000, propagate_forward_time: 8.5312500000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814535141
validation[          , genome  7001] predictions:    9714/  10000 (97.14%), best:    9744/10000 (97.44%), error:       928.95435, best error:       809.82819 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 115.4096755981s, input_fired_time: 1.1065931320, output_fired_time: 0.8044532537, propagate_forward_time: 42.8767852783, propagate_backward_time: 68.4821395874, weight_update_time: 0.1256147772, other_time: 2.1397094727
epoch time: 9.1955299377s, input_fired_time: 0.1233366206, output_fired_time: 0.0000000000, propagate_forward_time: 8.6676130295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045801163
validation[          , genome  7001] predictions:    9746/  10000 (97.46%), best:    9744/10000 (97.44%), error:       834.74792, best error:       809.82819 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 115.6130599976s, input_fired_time: 1.0531343222, output_fired_time: 0.8104376197, propagate_forward_time: 42.9201583862, propagate_backward_time: 68.6823120117, weight_update_time: 0.1257391721, other_time: 2.1470184326
epoch time: 9.1100349426s, input_fired_time: 0.1219490394, output_fired_time: 0.0000000000, propagate_forward_time: 8.6052408218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828449249
validation[          , genome  7001] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       781.58118, best error:       781.58118 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 114.7294082642s, input_fired_time: 1.0510281324, output_fired_time: 0.8015117049, propagate_forward_time: 42.6746902466, propagate_backward_time: 68.0779876709, weight_update_time: 0.1251734197, other_time: 2.1241912842
epoch time: 8.9861888885s, input_fired_time: 0.1225581244, output_fired_time: 0.0000000000, propagate_forward_time: 8.4813165665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823137283
validation[          , genome  7001] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       821.26166, best error:       781.58118 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.9854049683s, input_fired_time: 1.0765109062, output_fired_time: 0.8265800476, propagate_forward_time: 43.2920875549, propagate_backward_time: 69.5799942017, weight_update_time: 0.1271903366, other_time: 2.2102432251
epoch time: 9.3334226608s, input_fired_time: 0.1244497970, output_fired_time: 0.0000000000, propagate_forward_time: 8.7578229904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511499405
validation[          , genome  7001] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       772.97284, best error:       772.97284 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 118.0630798340s, input_fired_time: 1.0813508034, output_fired_time: 0.8521454334, propagate_forward_time: 43.4238166809, propagate_backward_time: 70.4075469971, weight_update_time: 0.1316630840, other_time: 2.2982177734
epoch time: 9.1226186752s, input_fired_time: 0.1209891662, output_fired_time: 0.0000000000, propagate_forward_time: 8.6177215576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839082718
validation[          , genome  7001] predictions:    9705/  10000 (97.05%), best:    9773/10000 (97.73%), error:       946.70892, best error:       772.97284 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 115.8577728271s, input_fired_time: 1.0569258928, output_fired_time: 0.8050045967, propagate_forward_time: 43.0933685303, propagate_backward_time: 68.7778015137, weight_update_time: 0.1269375533, other_time: 2.1246719360
epoch time: 9.1254644394s, input_fired_time: 0.1227462441, output_fired_time: 0.0000000000, propagate_forward_time: 8.6192436218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834743500
validation[          , genome  7001] predictions:    9728/  10000 (97.28%), best:    9773/10000 (97.73%), error:       842.58624, best error:       772.97284 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 115.5174560547s, input_fired_time: 1.0554550886, output_fired_time: 0.8044796586, propagate_forward_time: 42.9605560303, propagate_backward_time: 68.5734252930, weight_update_time: 0.1264656335, other_time: 2.1235351562
epoch time: 9.1570367813s, input_fired_time: 0.1230378449, output_fired_time: 0.0000000000, propagate_forward_time: 8.6389188766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950796127
validation[          , genome  7001] predictions:    9760/  10000 (97.60%), best:    9773/10000 (97.73%), error:       781.20697, best error:       772.97284 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 117.9691619873s, input_fired_time: 1.0814161301, output_fired_time: 0.8557419181, propagate_forward_time: 43.3003463745, propagate_backward_time: 70.3887252808, weight_update_time: 0.1321892589, other_time: 2.3429336548
epoch time: 9.0002136230s, input_fired_time: 0.1226365641, output_fired_time: 0.0000000000, propagate_forward_time: 8.4949970245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825798035
validation[          , genome  7001] predictions:    9719/  10000 (97.19%), best:    9773/10000 (97.73%), error:       896.92450, best error:       772.97284 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 114.3120803833s, input_fired_time: 1.0510160923, output_fired_time: 0.8023923635, propagate_forward_time: 42.4731521606, propagate_backward_time: 67.8658142090, weight_update_time: 0.1251596659, other_time: 2.1197052002
epoch time: 8.9984045029s, input_fired_time: 0.1222705022, output_fired_time: 0.0000000000, propagate_forward_time: 8.4936256409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825082779
validation[          , genome  7001] predictions:    9738/  10000 (97.38%), best:    9773/10000 (97.73%), error:       806.45563, best error:       772.97284 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.9641494751s, input_fired_time: 1.0557829142, output_fired_time: 0.8015480042, propagate_forward_time: 42.7459068298, propagate_backward_time: 68.2274093628, weight_update_time: 0.1257535815, other_time: 2.1334915161
epoch time: 9.0573863983s, input_fired_time: 0.1235835776, output_fired_time: 0.0000000000, propagate_forward_time: 8.5519981384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818044662
validation[          , genome  7001] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       811.74640, best error:       772.97284 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 115.9440994263s, input_fired_time: 1.0636270046, output_fired_time: 0.8169316649, propagate_forward_time: 43.0785636902, propagate_backward_time: 68.8136367798, weight_update_time: 0.1268623024, other_time: 2.1713333130
epoch time: 8.9960403442s, input_fired_time: 0.1231403127, output_fired_time: 0.0000000000, propagate_forward_time: 8.4916334152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812665939
validation[          , genome  7001] predictions:    9768/  10000 (97.68%), best:    9773/10000 (97.73%), error:       804.68756, best error:       772.97284 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 114.2983779907s, input_fired_time: 1.0556724072, output_fired_time: 0.8025482297, propagate_forward_time: 42.4547538757, propagate_backward_time: 67.8641662598, weight_update_time: 0.1253763437, other_time: 2.1212310791
epoch time: 8.9982404709s, input_fired_time: 0.1235968471, output_fired_time: 0.0000000000, propagate_forward_time: 8.4918823242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827610016
validation[          , genome  7001] predictions:    9673/  10000 (96.73%), best:    9773/10000 (97.73%), error:      1004.36566, best error:       772.97284 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 115.5861206055s, input_fired_time: 1.0787469149, output_fired_time: 0.8103196025, propagate_forward_time: 42.9915008545, propagate_backward_time: 68.5781631470, weight_update_time: 0.1262442768, other_time: 2.1273880005
epoch time: 9.1025991440s, input_fired_time: 0.1231555790, output_fired_time: 0.0000000000, propagate_forward_time: 8.5961208344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833227158
validation[          , genome  7001] predictions:    9750/  10000 (97.50%), best:    9773/10000 (97.73%), error:       810.36206, best error:       772.97284 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.4264984131s, input_fired_time: 1.0843807459, output_fired_time: 0.8254123330, propagate_forward_time: 43.0579910278, propagate_backward_time: 69.2489242554, weight_update_time: 0.1285768300, other_time: 2.2097930908
epoch time: 9.2171964645s, input_fired_time: 0.1245103627, output_fired_time: 0.0000000000, propagate_forward_time: 8.6436204910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490652084
validation[          , genome  7001] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       797.35065, best error:       772.97284 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 116.1707077026s, input_fired_time: 1.0700854063, output_fired_time: 0.8211981058, propagate_forward_time: 43.0217361450, propagate_backward_time: 69.0405654907, weight_update_time: 0.1283205748, other_time: 2.2171249390
epoch time: 9.0312128067s, input_fired_time: 0.1243913770, output_fired_time: 0.0000000000, propagate_forward_time: 8.5238056183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830156326
validation[          , genome  7001] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       850.58734, best error:       772.97284 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 115.3778076172s, input_fired_time: 1.0622636080, output_fired_time: 0.8072282672, propagate_forward_time: 42.8616218567, propagate_backward_time: 68.4870605469, weight_update_time: 0.1260410100, other_time: 2.1596374512
epoch time: 9.0398683548s, input_fired_time: 0.1242638156, output_fired_time: 0.0000000000, propagate_forward_time: 8.5340747833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815298080
validation[          , genome  7001] predictions:    9760/  10000 (97.60%), best:    9773/10000 (97.73%), error:       817.67206, best error:       772.97284 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 114.8554763794s, input_fired_time: 1.0592451096, output_fired_time: 0.8005801439, propagate_forward_time: 42.7508049011, propagate_backward_time: 68.1239547729, weight_update_time: 0.1254957318, other_time: 2.1208877563
epoch time: 9.0828495026s, input_fired_time: 0.1248813868, output_fired_time: 0.0000000000, propagate_forward_time: 8.5748634338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831043243
validation[          , genome  7001] predictions:    9689/  10000 (96.89%), best:    9773/10000 (97.73%), error:      1062.50464, best error:       772.97284 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.4136123657s, input_fired_time: 1.0631889105, output_fired_time: 0.7996672392, propagate_forward_time: 43.0186805725, propagate_backward_time: 68.4089126587, weight_update_time: 0.1266391873, other_time: 2.1231613159
epoch time: 9.0822896957s, input_fired_time: 0.1232666597, output_fired_time: 0.0000000000, propagate_forward_time: 8.5774402618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815832138
validation[          , genome  7001] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       875.55200, best error:       772.97284 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.5696792603s, input_fired_time: 1.0651125908, output_fired_time: 0.8044340014, propagate_forward_time: 42.9777603149, propagate_backward_time: 68.5980072021, weight_update_time: 0.1276800036, other_time: 2.1243667603
epoch time: 9.1718444824s, input_fired_time: 0.1258027256, output_fired_time: 0.0000000000, propagate_forward_time: 8.6633796692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826618195
validation[          , genome  7001] predictions:    9724/  10000 (97.24%), best:    9773/10000 (97.73%), error:       897.86932, best error:       772.97284 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 114.8592758179s, input_fired_time: 1.0628331900, output_fired_time: 0.8024187684, propagate_forward_time: 42.7317924500, propagate_backward_time: 68.1316223145, weight_update_time: 0.1258851737, other_time: 2.1305999756
epoch time: 9.0435791016s, input_fired_time: 0.1247102916, output_fired_time: 0.0000000000, propagate_forward_time: 8.5354824066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833866119
validation[          , genome  7001] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       850.89221, best error:       772.97284 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 114.8842544556s, input_fired_time: 1.0569691658, output_fired_time: 0.7957614064, propagate_forward_time: 42.7935485840, propagate_backward_time: 68.1074295044, weight_update_time: 0.1252921373, other_time: 2.1305465698
epoch time: 9.0314607620s, input_fired_time: 0.1254979223, output_fired_time: 0.0000000000, propagate_forward_time: 8.5228796005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830833435
validation[          , genome  7001] predictions:    9764/  10000 (97.64%), best:    9773/10000 (97.73%), error:       797.33295, best error:       772.97284 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 114.7010040283s, input_fired_time: 1.0609656572, output_fired_time: 0.8001834750, propagate_forward_time: 42.6492691040, propagate_backward_time: 68.0725479126, weight_update_time: 0.1254303902, other_time: 2.1180343628
epoch time: 9.0281190872s, input_fired_time: 0.1234103441, output_fired_time: 0.0000000000, propagate_forward_time: 8.5228424072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818664551
validation[          , genome  7001] predictions:    9724/  10000 (97.24%), best:    9773/10000 (97.73%), error:       949.16602, best error:       772.97284 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 115.6121826172s, input_fired_time: 1.0898022652, output_fired_time: 0.8095271587, propagate_forward_time: 43.0352783203, propagate_backward_time: 68.5613250732, weight_update_time: 0.1258137375, other_time: 2.1162490845
epoch time: 9.1288356781s, input_fired_time: 0.1244918182, output_fired_time: 0.0000000000, propagate_forward_time: 8.6213121414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830318451
validation[          , genome  7001] predictions:    9752/  10000 (97.52%), best:    9773/10000 (97.73%), error:       830.84949, best error:       772.97284 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.4708175659s, input_fired_time: 1.0681254864, output_fired_time: 0.8015379906, propagate_forward_time: 42.9918899536, propagate_backward_time: 68.4804306030, weight_update_time: 0.1264792234, other_time: 2.1288375854
epoch time: 9.0322647095s, input_fired_time: 0.1258306503, output_fired_time: 0.0000000000, propagate_forward_time: 8.5225877762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838462830
validation[          , genome  7001] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       884.37231, best error:       772.97284 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 114.9875259399s, input_fired_time: 1.0649316311, output_fired_time: 0.8004719615, propagate_forward_time: 42.7829246521, propagate_backward_time: 68.2125167847, weight_update_time: 0.1258641332, other_time: 2.1266860962
epoch time: 9.1234607697s, input_fired_time: 0.1256957650, output_fired_time: 0.0000000000, propagate_forward_time: 8.6125068665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852577209
validation[          , genome  7001] predictions:    9765/  10000 (97.65%), best:    9773/10000 (97.73%), error:       792.23682, best error:       772.97284 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 116.2972946167s, input_fired_time: 1.0763379335, output_fired_time: 0.8084694743, propagate_forward_time: 43.3333816528, propagate_backward_time: 68.9512786865, weight_update_time: 0.1268554330, other_time: 2.1278228760
epoch time: 9.1312732697s, input_fired_time: 0.1248148084, output_fired_time: 0.0000000000, propagate_forward_time: 8.6235599518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828983307
validation[          , genome  7001] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       820.83197, best error:       772.97284 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 115.2513351440s, input_fired_time: 1.0711203814, output_fired_time: 0.8041670918, propagate_forward_time: 42.8491554260, propagate_backward_time: 68.4050445557, weight_update_time: 0.1260083169, other_time: 2.1218414307
epoch time: 9.0416822433s, input_fired_time: 0.1251358241, output_fired_time: 0.0000000000, propagate_forward_time: 8.5350303650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815164566
validation[          , genome  7001] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       783.27161, best error:       772.97284 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.4244918823s, input_fired_time: 1.0651774406, output_fired_time: 0.7988721728, propagate_forward_time: 42.9812927246, propagate_backward_time: 68.4510955811, weight_update_time: 0.1254413277, other_time: 2.1280517578
epoch time: 8.9902706146s, input_fired_time: 0.1250052452, output_fired_time: 0.0000000000, propagate_forward_time: 8.4845542908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807106018
validation[          , genome  7001] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       801.78387, best error:       772.97284 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 114.7008056641s, input_fired_time: 1.0668087006, output_fired_time: 0.8012096286, propagate_forward_time: 42.6922645569, propagate_backward_time: 68.0214843750, weight_update_time: 0.1252105087, other_time: 2.1190338135
epoch time: 9.0434093475s, input_fired_time: 0.1257470846, output_fired_time: 0.0000000000, propagate_forward_time: 8.5339422226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837203979
validation[          , genome  7001] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       892.52441, best error:       772.97284 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 115.2687988281s, input_fired_time: 1.0710681677, output_fired_time: 0.8032712340, propagate_forward_time: 42.8690338135, propagate_backward_time: 68.3795700073, weight_update_time: 0.1262210757, other_time: 2.1458587646
epoch time: 9.1187820435s, input_fired_time: 0.1250669062, output_fired_time: 0.0000000000, propagate_forward_time: 8.6122398376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814754486
validation[          , genome  7001] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       832.62018, best error:       772.97284 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 115.5470504761s, input_fired_time: 1.0801740885, output_fired_time: 0.8059335351, propagate_forward_time: 43.0204925537, propagate_backward_time: 68.5132293701, weight_update_time: 0.1266689599, other_time: 2.1272201538
epoch time: 9.2704896927s, input_fired_time: 0.1259412467, output_fired_time: 0.0000000000, propagate_forward_time: 8.7609605789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835878372
validation[          , genome  7001] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       859.26923, best error:       772.97284 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 115.5065536499s, input_fired_time: 1.0742107630, output_fired_time: 0.8024256229, propagate_forward_time: 43.0084190369, propagate_backward_time: 68.5013122559, weight_update_time: 0.1264235079, other_time: 2.1201782227
epoch time: 9.1020889282s, input_fired_time: 0.1267495006, output_fired_time: 0.0000000000, propagate_forward_time: 8.5938491821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814907074
validation[          , genome  7001] predictions:    9766/  10000 (97.66%), best:    9773/10000 (97.73%), error:       806.03003, best error:       772.97284 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.5372085571s, input_fired_time: 1.0772573948, output_fired_time: 0.8021938205, propagate_forward_time: 43.0193634033, propagate_backward_time: 68.5107955933, weight_update_time: 0.1265752465, other_time: 2.1276016235
epoch time: 9.1170368195s, input_fired_time: 0.1266721487, output_fired_time: 0.0000000000, propagate_forward_time: 8.6070089340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833560944
validation[          , genome  7001] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       813.01202, best error:       772.97284 on epoch:    71, 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: 45.6436653137s, input_fired_time: 0.6194548607, output_fired_time: 0.0000000000, propagate_forward_time: 43.0714759827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9527359009
best training[          , genome  7001] predictions:   49470/  50000 (98.94%), best:    9773/10000 (97.73%), error:      2040.53918, best error:       772.97284 on epoch:    71, 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: 9.1204624176s, input_fired_time: 0.1207373291, output_fired_time: 0.0000000000, propagate_forward_time: 8.6181221008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816032410
   testing[          , genome  7001] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       713.97693, best error:       772.97284 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:26:32 (22266): called boinc_finish(0)

</stderr_txt>
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