Nameexact_genome_1512568488_44_5547_0
Workunit2599075
Created7 Dec 2017, 15:20:59 UTC
Sent7 Dec 2017, 15:25:46 UTC
Report deadline12 Dec 2017, 14:58:12 UTC
Received8 Dec 2017, 3:57:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time2 hours 56 min 25 sec
CPU time2 hours 30 min 1 sec
Validate stateValid
Credit1,245.21
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.47 MB
Peak swap size158.21 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
propagate_forward_time: 5.5575261116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872488976
validation[          , genome  5547] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1146.91418, best error:      1146.91418 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 76.8722915649s, input_fired_time: 1.0292711258, output_fired_time: 0.9803211689, propagate_forward_time: 28.2979450226, propagate_backward_time: 43.8665161133, weight_update_time: 0.1196997166, other_time: 2.6982345581
epoch time: 6.4306297302s, input_fired_time: 0.1234803498, output_fired_time: 0.0000000000, propagate_forward_time: 5.8021283150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050210953
validation[          , genome  5547] predictions:    9605/  10000 (96.05%), best:    9667/10000 (96.67%), error:      1383.15576, best error:      1146.91418 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 76.9349899292s, input_fired_time: 1.0293563604, output_fired_time: 0.9908319712, propagate_forward_time: 28.2730579376, propagate_backward_time: 43.9430847168, weight_update_time: 0.1226501837, other_time: 2.6986618042
epoch time: 6.3295149803s, input_fired_time: 0.1226660535, output_fired_time: 0.0000000000, propagate_forward_time: 5.7081680298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986810684
validation[          , genome  5547] predictions:    9658/  10000 (96.58%), best:    9667/10000 (96.67%), error:      1199.88037, best error:      1146.91418 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 76.3483886719s, input_fired_time: 1.0224366188, output_fired_time: 0.9721271992, propagate_forward_time: 28.2100772858, propagate_backward_time: 43.4648780823, weight_update_time: 0.1192075238, other_time: 2.6788673401
epoch time: 6.0838327408s, input_fired_time: 0.1202804446, output_fired_time: 0.0000000000, propagate_forward_time: 5.4817180634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818344116
validation[          , genome  5547] predictions:    9568/  10000 (95.68%), best:    9667/10000 (96.67%), error:      1422.95740, best error:      1146.91418 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 76.3972320557s, input_fired_time: 1.0269728899, output_fired_time: 0.9777964354, propagate_forward_time: 28.0665340424, propagate_backward_time: 43.6445846558, weight_update_time: 0.1188766509, other_time: 2.6813430786
epoch time: 6.0213918686s, input_fired_time: 0.1169546172, output_fired_time: 0.0000000000, propagate_forward_time: 5.4196481705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847888947
validation[          , genome  5547] predictions:    9535/  10000 (95.35%), best:    9667/10000 (96.67%), error:      1500.98560, best error:      1146.91418 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 76.2056732178s, input_fired_time: 1.0237209797, output_fired_time: 0.9686447978, propagate_forward_time: 28.0192718506, propagate_backward_time: 43.5152359009, weight_update_time: 0.1196331233, other_time: 2.6788024902
epoch time: 6.1103291512s, input_fired_time: 0.1181299388, output_fired_time: 0.0000000000, propagate_forward_time: 5.5047016144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874978065
validation[          , genome  5547] predictions:    9652/  10000 (96.52%), best:    9667/10000 (96.67%), error:      1165.93164, best error:      1146.91418 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 77.7805709839s, input_fired_time: 1.0493277311, output_fired_time: 0.9953342080, propagate_forward_time: 28.6484413147, propagate_backward_time: 44.3696556091, weight_update_time: 0.1215199083, other_time: 2.7178192139
epoch time: 6.2741537094s, input_fired_time: 0.1233671904, output_fired_time: 0.0000000000, propagate_forward_time: 5.6561293602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946570396
validation[          , genome  5547] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1130.46704, best error:      1130.46704 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 75.7081985474s, input_fired_time: 1.0190504789, output_fired_time: 0.9605423808, propagate_forward_time: 27.9448356628, propagate_backward_time: 43.1102828979, weight_update_time: 0.1186237037, other_time: 2.6734886169
epoch time: 6.1373724937s, input_fired_time: 0.1210865825, output_fired_time: 0.0000000000, propagate_forward_time: 5.5301079750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861779213
validation[          , genome  5547] predictions:    9600/  10000 (96.00%), best:    9666/10000 (96.66%), error:      1316.54468, best error:      1130.46704 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.7358551025s, input_fired_time: 1.0264931917, output_fired_time: 0.9864338636, propagate_forward_time: 28.1974277496, propagate_backward_time: 43.8378562927, weight_update_time: 0.1186933443, other_time: 2.6876411438
epoch time: 6.2499184608s, input_fired_time: 0.1212442964, output_fired_time: 0.0000000000, propagate_forward_time: 5.6351604462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935135841
validation[          , genome  5547] predictions:    9628/  10000 (96.28%), best:    9666/10000 (96.66%), error:      1230.77612, best error:      1130.46704 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 76.2523574829s, input_fired_time: 1.0271626711, output_fired_time: 0.9681653976, propagate_forward_time: 28.0986194611, propagate_backward_time: 43.4757728577, weight_update_time: 0.1213565245, other_time: 2.6826438904
epoch time: 6.2048864365s, input_fired_time: 0.1199926361, output_fired_time: 0.0000000000, propagate_forward_time: 5.5887894630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961042404
validation[          , genome  5547] predictions:    9590/  10000 (95.90%), best:    9666/10000 (96.66%), error:      1357.88635, best error:      1130.46704 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 75.8611450195s, input_fired_time: 1.0223399401, output_fired_time: 0.9722226858, propagate_forward_time: 27.9147891998, propagate_backward_time: 43.2751693726, weight_update_time: 0.1182810292, other_time: 2.6766281128
epoch time: 6.1574702263s, input_fired_time: 0.1230440214, output_fired_time: 0.0000000000, propagate_forward_time: 5.5500378609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843883514
validation[          , genome  5547] predictions:    9593/  10000 (95.93%), best:    9666/10000 (96.66%), error:      1347.40649, best error:      1130.46704 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 76.1921691895s, input_fired_time: 1.0273483992, output_fired_time: 0.9796284437, propagate_forward_time: 28.1319236755, propagate_backward_time: 43.3718681335, weight_update_time: 0.1191558093, other_time: 2.6813964844
epoch time: 6.1951236725s, input_fired_time: 0.1205498502, output_fired_time: 0.0000000000, propagate_forward_time: 5.5810356140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935383797
validation[          , genome  5547] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1110.35535, best error:      1110.35535 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 75.8947677612s, input_fired_time: 1.0262759924, output_fired_time: 0.9662324190, propagate_forward_time: 28.1364822388, propagate_backward_time: 43.1013298035, weight_update_time: 0.1179369465, other_time: 2.6644477844
epoch time: 6.1316070557s, input_fired_time: 0.1218732148, output_fired_time: 0.0000000000, propagate_forward_time: 5.5201992989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895343781
validation[          , genome  5547] predictions:    9659/  10000 (96.59%), best:    9670/10000 (96.70%), error:      1149.84058, best error:      1110.35535 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 76.5181732178s, input_fired_time: 1.0267490149, output_fired_time: 0.9788093567, propagate_forward_time: 28.1541156769, propagate_backward_time: 43.6838569641, weight_update_time: 0.1187522113, other_time: 2.6746482849
epoch time: 6.4130773544s, input_fired_time: 0.1214122847, output_fired_time: 0.0000000000, propagate_forward_time: 5.7913990021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002660751
validation[          , genome  5547] predictions:    9543/  10000 (95.43%), best:    9670/10000 (96.70%), error:      1519.74927, best error:      1110.35535 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 75.9008331299s, input_fired_time: 1.0294445753, output_fired_time: 0.9680261612, propagate_forward_time: 28.0112628937, propagate_backward_time: 43.2095832825, weight_update_time: 0.1189616621, other_time: 2.6825218201
epoch time: 6.2941446304s, input_fired_time: 0.1218644753, output_fired_time: 0.0000000000, propagate_forward_time: 5.6831717491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891085625
validation[          , genome  5547] predictions:    9619/  10000 (96.19%), best:    9670/10000 (96.70%), error:      1283.65662, best error:      1110.35535 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.4549942017s, input_fired_time: 1.0308996439, output_fired_time: 0.9799200892, propagate_forward_time: 28.1381607056, propagate_backward_time: 43.6263008118, weight_update_time: 0.1184874922, other_time: 2.6797142029
epoch time: 6.1101756096s, input_fired_time: 0.1214440316, output_fired_time: 0.0000000000, propagate_forward_time: 5.4957122803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930191040
validation[          , genome  5547] predictions:    9638/  10000 (96.38%), best:    9670/10000 (96.70%), error:      1199.59082, best error:      1110.35535 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 77.1276016235s, input_fired_time: 1.0365831852, output_fired_time: 0.9808127284, propagate_forward_time: 28.4529552460, propagate_backward_time: 43.9242362976, weight_update_time: 0.1193781346, other_time: 2.7330131531
epoch time: 6.3808312416s, input_fired_time: 0.1288200021, output_fired_time: 0.0000000000, propagate_forward_time: 5.7375979424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144133568
validation[          , genome  5547] predictions:    9647/  10000 (96.47%), best:    9670/10000 (96.70%), error:      1178.42676, best error:      1110.35535 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 96.7015380859s, input_fired_time: 1.3242508173, output_fired_time: 1.2822179794, propagate_forward_time: 36.9028778076, propagate_backward_time: 54.1483154297, weight_update_time: 0.1255276203, other_time: 3.0438766479
epoch time: 9.6973648071s, input_fired_time: 0.1356003135, output_fired_time: 0.0000000000, propagate_forward_time: 8.5256214142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0361433029
validation[          , genome  5547] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1097.27087, best error:      1097.27087 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 115.6959152222s, input_fired_time: 1.3621785641, output_fired_time: 1.3499184847, propagate_forward_time: 42.1985092163, propagate_backward_time: 66.3888244629, weight_update_time: 0.1320159733, other_time: 4.3964843750
epoch time: 9.4146680832s, input_fired_time: 0.1332254708, output_fired_time: 0.0000000000, propagate_forward_time: 8.4943590164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7870836258
validation[          , genome  5547] predictions:    9612/  10000 (96.12%), best:    9673/10000 (96.73%), error:      1389.41602, best error:      1097.27087 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.9455566406s, input_fired_time: 1.6151946783, output_fired_time: 1.1009737253, propagate_forward_time: 42.7731437683, propagate_backward_time: 66.5613250732, weight_update_time: 0.1324723363, other_time: 3.8949127197
epoch time: 9.8502368927s, input_fired_time: 0.3858929276, output_fired_time: 0.0000000000, propagate_forward_time: 8.9200668335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442771912
validation[          , genome  5547] predictions:    9425/  10000 (94.25%), best:    9673/10000 (96.73%), error:      1836.70154, best error:      1097.27087 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.9118728638s, input_fired_time: 1.1161438227, output_fired_time: 1.3559257984, propagate_forward_time: 42.0751304626, propagate_backward_time: 67.6932220459, weight_update_time: 0.3835667074, other_time: 4.6714477539
epoch time: 9.5750293732s, input_fired_time: 0.1324352771, output_fired_time: 0.0000000000, propagate_forward_time: 8.6616277695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7809667587
validation[          , genome  5547] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1046.80518, best error:      1046.80518 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.9482574463s, input_fired_time: 1.1213159561, output_fired_time: 1.3553019762, propagate_forward_time: 42.1129341125, propagate_backward_time: 68.1878814697, weight_update_time: 0.1341429949, other_time: 4.1708221436
epoch time: 9.6996765137s, input_fired_time: 0.1351521909, output_fired_time: 0.0000000000, propagate_forward_time: 9.0267724991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377521515
validation[          , genome  5547] predictions:    9653/  10000 (96.53%), best:    9691/10000 (96.91%), error:      1123.73914, best error:      1046.80518 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 116.7308654785s, input_fired_time: 1.6222459078, output_fired_time: 1.1003501415, propagate_forward_time: 45.3276329041, propagate_backward_time: 64.5274276733, weight_update_time: 0.1321439594, other_time: 4.1532058716
epoch time: 9.6487112045s, input_fired_time: 0.1352398247, output_fired_time: 0.0000000000, propagate_forward_time: 8.9787282944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347433090
validation[          , genome  5547] predictions:    9635/  10000 (96.35%), best:    9691/10000 (96.91%), error:      1212.47864, best error:      1046.80518 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 116.3168869019s, input_fired_time: 1.3707057238, output_fired_time: 1.3555848598, propagate_forward_time: 43.0547065735, propagate_backward_time: 67.1274032593, weight_update_time: 0.1329163462, other_time: 3.4084854126
epoch time: 9.7143497467s, input_fired_time: 0.1354426146, output_fired_time: 0.0000000000, propagate_forward_time: 9.0459403992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329666138
validation[          , genome  5547] predictions:    9624/  10000 (96.24%), best:    9691/10000 (96.91%), error:      1205.90662, best error:      1046.80518 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 116.0196304321s, input_fired_time: 1.6254907846, output_fired_time: 1.8541935682, propagate_forward_time: 43.0191497803, propagate_backward_time: 65.6150054932, weight_update_time: 0.1322422922, other_time: 3.9057922363
epoch time: 9.8113222122s, input_fired_time: 0.1376432776, output_fired_time: 0.0000000000, propagate_forward_time: 8.8847446442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7889347076
validation[          , genome  5547] predictions:    9648/  10000 (96.48%), best:    9691/10000 (96.91%), error:      1185.79199, best error:      1046.80518 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 117.0147399902s, input_fired_time: 1.1275731325, output_fired_time: 1.8560569286, propagate_forward_time: 45.0898132324, propagate_backward_time: 65.2620010376, weight_update_time: 0.1338341534, other_time: 3.6792984009
epoch time: 9.4637966156s, input_fired_time: 0.1353816241, output_fired_time: 0.0000000000, propagate_forward_time: 8.7952499390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331649780
validation[          , genome  5547] predictions:    9402/  10000 (94.02%), best:    9691/10000 (96.91%), error:      1876.54382, best error:      1046.80518 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 116.4233016968s, input_fired_time: 1.3757644892, output_fired_time: 1.3576949835, propagate_forward_time: 42.8350944519, propagate_backward_time: 67.4411544800, weight_update_time: 0.1339176148, other_time: 3.4135971069
epoch time: 9.4479007721s, input_fired_time: 0.1364064217, output_fired_time: 0.0000000000, propagate_forward_time: 8.7759656906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355291367
validation[          , genome  5547] predictions:    9543/  10000 (95.43%), best:    9691/10000 (96.91%), error:      1442.35938, best error:      1046.80518 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 120.1189117432s, input_fired_time: 1.8929431438, output_fired_time: 1.8891599178, propagate_forward_time: 43.8525199890, propagate_backward_time: 69.0071716309, weight_update_time: 0.1363437772, other_time: 3.4771118164
epoch time: 10.0218772888s, input_fired_time: 0.1395131350, output_fired_time: 0.0000000000, propagate_forward_time: 9.0838756561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7984886169
validation[          , genome  5547] predictions:    9649/  10000 (96.49%), best:    9691/10000 (96.91%), error:      1163.03870, best error:      1046.80518 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 123.7897796631s, input_fired_time: 1.6738067865, output_fired_time: 1.4189746380, propagate_forward_time: 50.8497657776, propagate_backward_time: 66.8246536255, weight_update_time: 0.1379241943, other_time: 3.0225753784
epoch time: 10.3954381943s, input_fired_time: 0.1450453550, output_fired_time: 0.0000000000, propagate_forward_time: 9.4475831985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8028097153
validation[          , genome  5547] predictions:    9663/  10000 (96.63%), best:    9691/10000 (96.91%), error:      1127.10425, best error:      1046.80518 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 123.7284927368s, input_fired_time: 1.1779565811, output_fired_time: 1.4129933119, propagate_forward_time: 44.4386825562, propagate_backward_time: 72.9426498413, weight_update_time: 0.1387579888, other_time: 3.7562103271
epoch time: 10.1855468750s, input_fired_time: 0.1456030607, output_fired_time: 0.0000000000, propagate_forward_time: 9.2337980270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8061456680
validation[          , genome  5547] predictions:    9671/  10000 (96.71%), best:    9691/10000 (96.91%), error:      1088.31592, best error:      1046.80518 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 123.2419052124s, input_fired_time: 1.1713035107, output_fired_time: 1.1657530069, propagate_forward_time: 45.5781669617, propagate_backward_time: 71.5731735229, weight_update_time: 0.1387298107, other_time: 3.7535018921
epoch time: 10.1554088593s, input_fired_time: 0.3964637816, output_fired_time: 0.0000000000, propagate_forward_time: 8.9469299316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8120155334
validation[          , genome  5547] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1034.78577, best error:      1034.78577 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 123.5885925293s, input_fired_time: 2.1685347557, output_fired_time: 2.1582598686, propagate_forward_time: 47.6234931946, propagate_backward_time: 67.3854522705, weight_update_time: 0.1382013261, other_time: 4.2528533936
epoch time: 10.1330604553s, input_fired_time: 0.3970214725, output_fired_time: 0.0000000000, propagate_forward_time: 9.1724786758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635604858
validation[          , genome  5547] predictions:    9605/  10000 (96.05%), best:    9693/10000 (96.93%), error:      1265.64746, best error:      1034.78577 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 123.4425506592s, input_fired_time: 1.1659719944, output_fired_time: 1.4124041796, propagate_forward_time: 43.1325874329, propagate_backward_time: 74.7176361084, weight_update_time: 0.1414109468, other_time: 3.0139465332
epoch time: 10.1457338333s, input_fired_time: 0.1425189823, output_fired_time: 0.0000000000, propagate_forward_time: 9.1991672516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8040475845
validation[          , genome  5547] predictions:    9597/  10000 (95.97%), best:    9693/10000 (96.93%), error:      1374.46350, best error:      1034.78577 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 123.4810333252s, input_fired_time: 1.4211000204, output_fired_time: 1.6603338718, propagate_forward_time: 48.3456573486, propagate_backward_time: 68.3051376343, weight_update_time: 0.1384374052, other_time: 3.7488098145
epoch time: 10.1131763458s, input_fired_time: 0.1410460025, output_fired_time: 0.0000000000, propagate_forward_time: 9.1689510345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8031797409
validation[          , genome  5547] predictions:    9682/  10000 (96.82%), best:    9693/10000 (96.93%), error:      1081.39648, best error:      1034.78577 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 123.5169067383s, input_fired_time: 1.1750199795, output_fired_time: 1.4207649231, propagate_forward_time: 48.6265678406, propagate_backward_time: 69.0390014648, weight_update_time: 0.1379483193, other_time: 3.2555541992
epoch time: 10.1653680801s, input_fired_time: 0.1447805762, output_fired_time: 0.0000000000, propagate_forward_time: 9.2108297348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8097581863
validation[          , genome  5547] predictions:    9637/  10000 (96.37%), best:    9693/10000 (96.93%), error:      1211.81262, best error:      1034.78577 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.1284866333s, input_fired_time: 1.6656144857, output_fired_time: 1.4144408703, propagate_forward_time: 45.2400856018, propagate_backward_time: 71.0577468872, weight_update_time: 0.1391866505, other_time: 3.7506027222
epoch time: 10.1589689255s, input_fired_time: 0.1422408074, output_fired_time: 0.0000000000, propagate_forward_time: 9.4557371140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609912872
validation[          , genome  5547] predictions:    9668/  10000 (96.68%), best:    9693/10000 (96.93%), error:      1114.55774, best error:      1034.78577 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 123.1137084961s, input_fired_time: 1.4221338034, output_fired_time: 1.1621408463, propagate_forward_time: 42.0059471130, propagate_backward_time: 75.0229873657, weight_update_time: 0.1385116577, other_time: 3.5004959106
epoch time: 10.0908384323s, input_fired_time: 0.1441408992, output_fired_time: 0.0000000000, propagate_forward_time: 9.1436195374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8030776978
validation[          , genome  5547] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1026.10754, best error:      1026.10754 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 123.4436264038s, input_fired_time: 1.6722905636, output_fired_time: 1.1635133028, propagate_forward_time: 46.3961334229, propagate_backward_time: 69.4418640137, weight_update_time: 0.1392255574, other_time: 4.7698287964
epoch time: 10.1016769409s, input_fired_time: 0.1403591931, output_fired_time: 0.0000000000, propagate_forward_time: 9.1573238373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8039941788
validation[          , genome  5547] predictions:    9612/  10000 (96.12%), best:    9689/10000 (96.89%), error:      1304.41907, best error:      1026.10754 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 124.2041549683s, input_fired_time: 1.4237611294, output_fired_time: 1.6698446274, propagate_forward_time: 51.5781745911, propagate_backward_time: 65.7485351563, weight_update_time: 0.3908878863, other_time: 3.7838439941
epoch time: 9.6498317719s, input_fired_time: 0.1402552128, output_fired_time: 0.0000000000, propagate_forward_time: 8.9659652710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436115265
validation[          , genome  5547] predictions:    9674/  10000 (96.74%), best:    9689/10000 (96.89%), error:      1049.56348, best error:      1026.10754 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 122.3583145142s, input_fired_time: 1.9247964621, output_fired_time: 1.1554826498, propagate_forward_time: 46.8920173645, propagate_backward_time: 68.8895568848, weight_update_time: 0.1377909929, other_time: 3.4964599609
epoch time: 10.1688737869s, input_fired_time: 0.1441019922, output_fired_time: 0.0000000000, propagate_forward_time: 9.4696912766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550804138
validation[          , genome  5547] predictions:    9627/  10000 (96.27%), best:    9689/10000 (96.89%), error:      1202.46667, best error:      1026.10754 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 124.0421295166s, input_fired_time: 1.1712639332, output_fired_time: 1.9203735590, propagate_forward_time: 47.7490768433, propagate_backward_time: 69.4309158325, weight_update_time: 0.1392235458, other_time: 3.7705001831
epoch time: 9.5230522156s, input_fired_time: 0.1373969615, output_fired_time: 0.0000000000, propagate_forward_time: 8.8444013596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412540436
validation[          , genome  5547] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       964.81860, best error:       964.81860 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 124.0576629639s, input_fired_time: 1.6740679741, output_fired_time: 1.1811333895, propagate_forward_time: 47.0255622864, propagate_backward_time: 69.6354217529, weight_update_time: 0.1402529925, other_time: 4.5414733887
epoch time: 10.2153711319s, input_fired_time: 0.1406439543, output_fired_time: 0.0000000000, propagate_forward_time: 9.5169563293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577707291
validation[          , genome  5547] predictions:    9679/  10000 (96.79%), best:    9716/10000 (97.16%), error:      1088.53613, best error:       964.81860 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.6990890503s, input_fired_time: 1.4257222414, output_fired_time: 1.1716095209, propagate_forward_time: 50.2806358337, propagate_backward_time: 66.0598373413, weight_update_time: 0.3886240721, other_time: 4.7612838745
epoch time: 10.0703287125s, input_fired_time: 0.3939221799, output_fired_time: 0.0000000000, propagate_forward_time: 8.3770217896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2993850708
validation[          , genome  5547] predictions:    9606/  10000 (96.06%), best:    9716/10000 (97.16%), error:      1320.43518, best error:       964.81860 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.6005554199s, input_fired_time: 1.1763082743, output_fired_time: 1.6625454426, propagate_forward_time: 44.7252159119, propagate_backward_time: 70.7578048706, weight_update_time: 0.4003831446, other_time: 5.2786788940
epoch time: 10.1982250214s, input_fired_time: 0.1437142640, output_fired_time: 0.0000000000, propagate_forward_time: 9.2479438782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8065671921
validation[          , genome  5547] predictions:    9677/  10000 (96.77%), best:    9716/10000 (97.16%), error:      1120.49292, best error:       964.81860 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 123.0384140015s, input_fired_time: 1.4173303843, output_fired_time: 1.4198467731, propagate_forward_time: 43.2419319153, propagate_backward_time: 73.2021865845, weight_update_time: 0.1422780007, other_time: 3.7571182251
epoch time: 10.1359043121s, input_fired_time: 0.1416446716, output_fired_time: 0.0000000000, propagate_forward_time: 9.1847839355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8094758987
validation[          , genome  5547] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1167.02686, best error:       964.81860 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.2970581055s, input_fired_time: 1.9207645655, output_fired_time: 1.6672211885, propagate_forward_time: 46.7458801270, propagate_backward_time: 69.4495697021, weight_update_time: 0.1385070682, other_time: 3.5136260986
epoch time: 10.1653738022s, input_fired_time: 0.1431760639, output_fired_time: 0.0000000000, propagate_forward_time: 9.4627199173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594778061
validation[          , genome  5547] predictions:    9693/  10000 (96.93%), best:    9716/10000 (97.16%), error:       975.36810, best error:       964.81860 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 123.8475646973s, input_fired_time: 1.1839040518, output_fired_time: 1.1612859964, propagate_forward_time: 41.6828041077, propagate_backward_time: 76.0558319092, weight_update_time: 0.1388133168, other_time: 3.7637329102
epoch time: 10.1513729095s, input_fired_time: 0.1441331953, output_fired_time: 0.0000000000, propagate_forward_time: 9.1954889297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8117504120
validation[          , genome  5547] predictions:    9648/  10000 (96.48%), best:    9716/10000 (97.16%), error:      1140.73901, best error:       964.81860 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 123.8278045654s, input_fired_time: 1.6773389578, output_fired_time: 1.4126816988, propagate_forward_time: 45.4503173828, propagate_backward_time: 71.0146789551, weight_update_time: 0.1385756135, other_time: 4.2727890015
epoch time: 10.0601253510s, input_fired_time: 0.3906692564, output_fired_time: 0.0000000000, propagate_forward_time: 8.8694190979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8000373840
validation[          , genome  5547] predictions:    9588/  10000 (95.88%), best:    9716/10000 (97.16%), error:      1301.90625, best error:       964.81860 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 123.2899780273s, input_fired_time: 1.1691217422, output_fired_time: 1.6576980352, propagate_forward_time: 47.8475608826, propagate_backward_time: 68.8495330811, weight_update_time: 0.1379472464, other_time: 3.7660675049
epoch time: 10.0822086334s, input_fired_time: 0.3938393295, output_fired_time: 0.0000000000, propagate_forward_time: 9.1381502151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502195358
validation[          , genome  5547] predictions:    9630/  10000 (96.30%), best:    9716/10000 (97.16%), error:      1215.98523, best error:       964.81860 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.6387710571s, input_fired_time: 1.1791305542, output_fired_time: 1.1675838232, propagate_forward_time: 40.4614372253, propagate_backward_time: 77.0706481934, weight_update_time: 0.1377116889, other_time: 3.7599639893
epoch time: 10.0585489273s, input_fired_time: 0.1426469535, output_fired_time: 0.0000000000, propagate_forward_time: 9.3677425385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481595993
validation[          , genome  5547] predictions:    9703/  10000 (97.03%), best:    9716/10000 (97.16%), error:       982.24603, best error:       964.81860 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 123.6865539551s, input_fired_time: 1.6786664724, output_fired_time: 1.1669515371, propagate_forward_time: 47.9723320007, propagate_backward_time: 69.1034469604, weight_update_time: 0.3895027637, other_time: 3.7651596069
epoch time: 9.9712820053s, input_fired_time: 0.1396985650, output_fired_time: 0.0000000000, propagate_forward_time: 8.7809505463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0506324768
validation[          , genome  5547] predictions:    9587/  10000 (95.87%), best:    9716/10000 (97.16%), error:      1283.10327, best error:       964.81860 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 117.6059951782s, input_fired_time: 1.6324974298, output_fired_time: 2.3598506451, propagate_forward_time: 43.5123672485, propagate_backward_time: 66.6825256348, weight_update_time: 0.1340066791, other_time: 3.4187545776
epoch time: 9.7733669281s, input_fired_time: 0.1370092481, output_fired_time: 0.0000000000, propagate_forward_time: 9.0952911377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410661697
validation[          , genome  5547] predictions:    9641/  10000 (96.41%), best:    9716/10000 (97.16%), error:      1253.57605, best error:       964.81860 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 117.0739212036s, input_fired_time: 1.8815133572, output_fired_time: 1.3653316498, propagate_forward_time: 42.1066017151, propagate_backward_time: 68.3055725098, weight_update_time: 0.1330444962, other_time: 3.4149017334
epoch time: 9.7138004303s, input_fired_time: 0.1386685818, output_fired_time: 0.0000000000, propagate_forward_time: 8.5367841721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0383472443
validation[          , genome  5547] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       992.25500, best error:       964.81860 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 116.0529785156s, input_fired_time: 1.1222536564, output_fired_time: 1.3490118980, propagate_forward_time: 41.6160163879, propagate_backward_time: 67.5571441650, weight_update_time: 0.1323027611, other_time: 4.4085540771
epoch time: 9.5293149948s, input_fired_time: 0.1393800080, output_fired_time: 0.0000000000, propagate_forward_time: 8.3457708359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0441637039
validation[          , genome  5547] predictions:    9674/  10000 (96.74%), best:    9716/10000 (97.16%), error:      1101.00354, best error:       964.81860 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 116.2653274536s, input_fired_time: 1.1216207743, output_fired_time: 1.3562572002, propagate_forward_time: 44.8456039429, propagate_backward_time: 64.5332183838, weight_update_time: 0.1330423653, other_time: 4.4086303711
epoch time: 9.5096244812s, input_fired_time: 0.1393159479, output_fired_time: 0.0000000000, propagate_forward_time: 8.5796728134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7906360626
validation[          , genome  5547] predictions:    9640/  10000 (96.40%), best:    9716/10000 (97.16%), error:      1234.68860, best error:       964.81860 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 116.8192443848s, input_fired_time: 1.1293224096, output_fired_time: 1.8614505529, propagate_forward_time: 43.2839050293, propagate_backward_time: 66.1238555908, weight_update_time: 0.1333747506, other_time: 4.4207077026
epoch time: 9.7502326965s, input_fired_time: 0.1385543644, output_fired_time: 0.0000000000, propagate_forward_time: 8.8294630051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7822151184
validation[          , genome  5547] predictions:    9662/  10000 (96.62%), best:    9716/10000 (97.16%), error:      1112.99817, best error:       964.81860 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 116.4781799316s, input_fired_time: 1.3749732971, output_fired_time: 1.1020938158, propagate_forward_time: 42.1063690186, propagate_backward_time: 68.0088806152, weight_update_time: 0.1319832057, other_time: 3.8858642578
epoch time: 9.6994419098s, input_fired_time: 0.1381610930, output_fired_time: 0.0000000000, propagate_forward_time: 9.0260400772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352411270
validation[          , genome  5547] predictions:    9680/  10000 (96.80%), best:    9716/10000 (97.16%), error:      1038.38452, best error:       964.81860 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.7964019775s, input_fired_time: 1.6298240423, output_fired_time: 1.3531090021, propagate_forward_time: 41.7878952026, propagate_backward_time: 68.6105194092, weight_update_time: 0.1326618344, other_time: 3.4150543213
epoch time: 9.3259611130s, input_fired_time: 0.1335722059, output_fired_time: 0.0000000000, propagate_forward_time: 8.1619453430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0304431915
validation[          , genome  5547] predictions:    9627/  10000 (96.27%), best:    9716/10000 (97.16%), error:      1205.68213, best error:       964.81860 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 95.4888687134s, input_fired_time: 1.0785595179, output_fired_time: 1.7829160690, propagate_forward_time: 34.5912704468, propagate_backward_time: 55.0069007874, weight_update_time: 0.1254127026, other_time: 3.0292243958
epoch time: 6.3267903328s, input_fired_time: 0.1250618845, output_fired_time: 0.0000000000, propagate_forward_time: 5.7026476860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990806580
validation[          , genome  5547] predictions:    9680/  10000 (96.80%), best:    9716/10000 (97.16%), error:      1129.75806, best error:       964.81860 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 76.5581512451s, input_fired_time: 1.0433400869, output_fired_time: 0.9770101309, propagate_forward_time: 28.1269378662, propagate_backward_time: 43.7168388367, weight_update_time: 0.1207132563, other_time: 2.6940193176
epoch time: 6.3143420219s, input_fired_time: 0.1246910989, output_fired_time: 0.0000000000, propagate_forward_time: 5.6918482780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978027344
validation[          , genome  5547] predictions:    9682/  10000 (96.82%), best:    9716/10000 (97.16%), error:      1066.23389, best error:       964.81860 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 76.7662658691s, input_fired_time: 1.0549563169, output_fired_time: 0.9942036867, propagate_forward_time: 28.3272876740, propagate_backward_time: 43.6903610229, weight_update_time: 0.1189549714, other_time: 2.6994628906
epoch time: 6.1632943153s, input_fired_time: 0.1245282590, output_fired_time: 0.0000000000, propagate_forward_time: 5.5490803719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896855354
validation[          , genome  5547] predictions:    9670/  10000 (96.70%), best:    9716/10000 (97.16%), error:      1095.37573, best error:       964.81860 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 75.7161788940s, input_fired_time: 1.0366021395, output_fired_time: 0.9693779349, propagate_forward_time: 27.9111499786, propagate_backward_time: 43.1363983154, weight_update_time: 0.1172034666, other_time: 2.6626510620
epoch time: 6.1966843605s, input_fired_time: 0.1218164042, output_fired_time: 0.0000000000, propagate_forward_time: 5.5800604820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948072433
validation[          , genome  5547] predictions:    9639/  10000 (96.39%), best:    9716/10000 (97.16%), error:      1228.68250, best error:       964.81860 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 76.1955642700s, input_fired_time: 1.0449563265, output_fired_time: 0.9748747349, propagate_forward_time: 28.0923461914, propagate_backward_time: 43.3950996399, weight_update_time: 0.1192142218, other_time: 2.6882820129
epoch time: 6.1401047707s, input_fired_time: 0.1244529113, output_fired_time: 0.0000000000, propagate_forward_time: 5.5317888260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838628769
validation[          , genome  5547] predictions:    9679/  10000 (96.79%), best:    9716/10000 (97.16%), error:      1043.79443, best error:       964.81860 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 75.1159133911s, input_fired_time: 1.0322604179, output_fired_time: 0.9534529448, propagate_forward_time: 27.5750102997, propagate_backward_time: 42.9026298523, weight_update_time: 0.1177955344, other_time: 2.6525611877
epoch time: 6.1960058212s, input_fired_time: 0.1231838241, output_fired_time: 0.0000000000, propagate_forward_time: 5.5866346359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861874580
validation[          , genome  5547] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       945.37427, best error:       945.37427 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 76.0404815674s, input_fired_time: 1.0402603149, output_fired_time: 0.9676035643, propagate_forward_time: 28.0876255035, propagate_backward_time: 43.2647018433, weight_update_time: 0.1188178807, other_time: 2.6802902222
epoch time: 6.2424159050s, input_fired_time: 0.1246721372, output_fired_time: 0.0000000000, propagate_forward_time: 5.6280331612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897108078
validation[          , genome  5547] predictions:    9620/  10000 (96.20%), best:    9718/10000 (97.18%), error:      1202.36829, best error:       945.37427 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 76.0577011108s, input_fired_time: 1.0421701670, output_fired_time: 0.9721192122, propagate_forward_time: 28.0052261353, propagate_backward_time: 43.3570289612, weight_update_time: 0.1193796471, other_time: 2.6811561584
epoch time: 6.1866307259s, input_fired_time: 0.1228749603, output_fired_time: 0.0000000000, propagate_forward_time: 5.5711364746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926195145
validation[          , genome  5547] predictions:    9552/  10000 (95.52%), best:    9718/10000 (97.18%), error:      1446.79504, best error:       945.37427 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 76.2452316284s, input_fired_time: 1.0444098711, output_fired_time: 0.9715518951, propagate_forward_time: 28.0461101532, propagate_backward_time: 43.4944686890, weight_update_time: 0.1191722751, other_time: 2.6886901855
epoch time: 6.2333302498s, input_fired_time: 0.1261614114, output_fired_time: 0.0000000000, propagate_forward_time: 5.6107544899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964141846
validation[          , genome  5547] predictions:    9689/  10000 (96.89%), best:    9718/10000 (97.18%), error:      1032.50342, best error:       945.37427 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 76.3213119507s, input_fired_time: 1.0447444916, output_fired_time: 0.9794477820, propagate_forward_time: 28.1031646729, propagate_backward_time: 43.5174255371, weight_update_time: 0.1187415048, other_time: 2.6765289307
epoch time: 6.1578946114s, input_fired_time: 0.1223336533, output_fired_time: 0.0000000000, propagate_forward_time: 5.5493416786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862194061
validation[          , genome  5547] predictions:    9701/  10000 (97.01%), best:    9718/10000 (97.18%), error:       968.92975, best error:       945.37427 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 76.4244461060s, input_fired_time: 1.0442574024, output_fired_time: 0.9785923958, propagate_forward_time: 28.1195182800, propagate_backward_time: 43.6033782959, weight_update_time: 0.1193345115, other_time: 2.6786994934
epoch time: 6.4323329926s, input_fired_time: 0.1275375783, output_fired_time: 0.0000000000, propagate_forward_time: 5.8078861237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969091415
validation[          , genome  5547] predictions:    9593/  10000 (95.93%), best:    9718/10000 (97.18%), error:      1289.71973, best error:       945.37427 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 76.2504653931s, input_fired_time: 1.0422264338, output_fired_time: 0.9670614004, propagate_forward_time: 28.0667209625, propagate_backward_time: 43.4762878418, weight_update_time: 0.1198221669, other_time: 2.6981658936
epoch time: 6.2265534401s, input_fired_time: 0.1269665062, output_fired_time: 0.0000000000, propagate_forward_time: 5.6093726158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902143478
validation[          , genome  5547] predictions:    9654/  10000 (96.54%), best:    9718/10000 (97.18%), error:      1142.78784, best error:       945.37427 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 76.1615219116s, input_fired_time: 1.0469490290, output_fired_time: 0.9745078087, propagate_forward_time: 27.9329700470, propagate_backward_time: 43.5401191711, weight_update_time: 0.1181591377, other_time: 2.6669731140
epoch time: 6.1474542618s, input_fired_time: 0.1201990470, output_fired_time: 0.0000000000, propagate_forward_time: 5.5399923325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872627258
validation[          , genome  5547] predictions:    9608/  10000 (96.08%), best:    9718/10000 (97.18%), error:      1277.08533, best error:       945.37427 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 75.6562423706s, input_fired_time: 1.0381399393, output_fired_time: 0.9639508128, propagate_forward_time: 27.8897190094, propagate_backward_time: 43.0861663818, weight_update_time: 0.1192655042, other_time: 2.6782684326
epoch time: 6.4089679718s, input_fired_time: 0.1289659888, output_fired_time: 0.0000000000, propagate_forward_time: 5.7833347321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966673851
validation[          , genome  5547] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:      1022.37384, best error:       945.37427 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 75.5738067627s, input_fired_time: 1.0391902924, output_fired_time: 0.9644897580, propagate_forward_time: 27.8367576599, propagate_backward_time: 43.0692939758, weight_update_time: 0.1188163459, other_time: 2.6640701294
epoch time: 6.3232288361s, input_fired_time: 0.1259304881, output_fired_time: 0.0000000000, propagate_forward_time: 5.6962585449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010399818
validation[          , genome  5547] predictions:    9705/  10000 (97.05%), best:    9718/10000 (97.18%), error:       984.81934, best error:       945.37427 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 76.6051788330s, input_fired_time: 1.0491513014, output_fired_time: 0.9776669741, propagate_forward_time: 28.3203544617, propagate_backward_time: 43.5668869019, weight_update_time: 0.1202119142, other_time: 2.6911201477
epoch time: 6.1515693665s, input_fired_time: 0.1208781525, output_fired_time: 0.0000000000, propagate_forward_time: 5.5455660820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851250648
validation[          , genome  5547] predictions:    9677/  10000 (96.77%), best:    9718/10000 (97.18%), error:      1034.20837, best error:       945.37427 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 76.6508026123s, input_fired_time: 1.0476313829, output_fired_time: 0.9792697430, propagate_forward_time: 28.2939033508, propagate_backward_time: 43.6494483948, weight_update_time: 0.1192704663, other_time: 2.6805496216
epoch time: 6.3518657684s, input_fired_time: 0.1258213520, output_fired_time: 0.0000000000, propagate_forward_time: 5.7327885628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932560921
validation[          , genome  5547] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:      1062.20593, best error:       945.37427 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.5195083618s, input_fired_time: 1.0903313160, output_fired_time: 1.0015691519, propagate_forward_time: 28.9046382904, propagate_backward_time: 44.7568244934, weight_update_time: 0.1312609762, other_time: 2.7661399841
epoch time: 6.3590812683s, input_fired_time: 0.1247678921, output_fired_time: 0.0000000000, propagate_forward_time: 5.7361888885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981245995
validation[          , genome  5547] predictions:    9668/  10000 (96.68%), best:    9718/10000 (97.18%), error:      1076.53369, best error:       945.37427 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 77.6025085449s, input_fired_time: 1.0797984600, output_fired_time: 0.9901978374, propagate_forward_time: 28.7083911896, propagate_backward_time: 44.0900077820, weight_update_time: 0.1201017648, other_time: 2.7341194153
epoch time: 6.2974195480s, input_fired_time: 0.1247228161, output_fired_time: 0.0000000000, propagate_forward_time: 5.6790714264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936251640
validation[          , genome  5547] predictions:    9670/  10000 (96.70%), best:    9718/10000 (97.18%), error:      1063.61365, best error:       945.37427 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 76.7405776978s, input_fired_time: 1.0596288443, output_fired_time: 0.9885549545, propagate_forward_time: 28.3123416901, propagate_backward_time: 43.6919174194, weight_update_time: 0.1193694323, other_time: 2.6881332397
epoch time: 6.2007808685s, input_fired_time: 0.1229774132, output_fired_time: 0.0000000000, propagate_forward_time: 5.5868186951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909849167
validation[          , genome  5547] predictions:    9646/  10000 (96.46%), best:    9718/10000 (97.18%), error:      1178.94360, best error:       945.37427 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 76.6504440308s, input_fired_time: 1.0507467985, output_fired_time: 0.9733606577, propagate_forward_time: 28.2977008820, propagate_backward_time: 43.6396560669, weight_update_time: 0.1209673285, other_time: 2.6889877319
epoch time: 6.0569734573s, input_fired_time: 0.1250172704, output_fired_time: 0.0000000000, propagate_forward_time: 5.4499216080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820346832
validation[          , genome  5547] predictions:    9648/  10000 (96.48%), best:    9718/10000 (97.18%), error:      1197.44861, best error:       945.37427 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 76.5210342407s, input_fired_time: 1.0479555130, output_fired_time: 0.9788674116, propagate_forward_time: 28.3106594086, propagate_backward_time: 43.4953079224, weight_update_time: 0.1191748306, other_time: 2.6882400513
epoch time: 6.3406257629s, input_fired_time: 0.1268231422, output_fired_time: 0.0000000000, propagate_forward_time: 5.7147755623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990272522
validation[          , genome  5547] predictions:    9663/  10000 (96.63%), best:    9718/10000 (97.18%), error:      1126.28259, best error:       945.37427 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 77.6258239746s, input_fired_time: 1.0586982965, output_fired_time: 0.9881405830, propagate_forward_time: 28.5564956665, propagate_backward_time: 44.2663192749, weight_update_time: 0.1202697754, other_time: 2.7561645508
epoch time: 6.3741908073s, input_fired_time: 0.1254111379, output_fired_time: 0.0000000000, propagate_forward_time: 5.7493977547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993820190
validation[          , genome  5547] predictions:    9707/  10000 (97.07%), best:    9718/10000 (97.18%), error:       969.81128, best error:       945.37427 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 77.3756027222s, input_fired_time: 1.0612022877, output_fired_time: 0.9907056689, propagate_forward_time: 28.5684547424, propagate_backward_time: 44.0378570557, weight_update_time: 0.1215664297, other_time: 2.7173805237
epoch time: 6.2024445534s, input_fired_time: 0.1236206815, output_fired_time: 0.0000000000, propagate_forward_time: 5.5887050629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901189804
validation[          , genome  5547] predictions:    9716/  10000 (97.16%), best:    9718/10000 (97.18%), error:       954.90387, best error:       945.37427 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.1456375122s, input_fired_time: 1.0732072592, output_fired_time: 1.0022997856, propagate_forward_time: 28.8622226715, propagate_backward_time: 44.4619979858, weight_update_time: 0.1242603585, other_time: 2.7459182739
epoch time: 6.2491664886s, input_fired_time: 0.1259355545, output_fired_time: 0.0000000000, propagate_forward_time: 5.6328454018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903855324
validation[          , genome  5547] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       956.12976, best error:       945.37427 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 78.6621932983s, input_fired_time: 1.0653209686, output_fired_time: 0.9982476234, propagate_forward_time: 29.0510978699, propagate_backward_time: 44.7971229553, weight_update_time: 0.1213267818, other_time: 2.7504043579
epoch time: 6.4467568398s, input_fired_time: 0.1238076538, output_fired_time: 0.0000000000, propagate_forward_time: 5.8272700310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956793785
validation[          , genome  5547] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       994.32574, best error:       945.37427 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 78.3513717651s, input_fired_time: 1.0941872597, output_fired_time: 0.9903002977, propagate_forward_time: 28.8279933929, propagate_backward_time: 44.7030715942, weight_update_time: 0.1209324673, other_time: 2.7358169556
epoch time: 6.2192049026s, input_fired_time: 0.1270741224, output_fired_time: 0.0000000000, propagate_forward_time: 5.6013350487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907956123
validation[          , genome  5547] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1107.27222, best error:       945.37427 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 77.8710098267s, input_fired_time: 1.0780199766, output_fired_time: 0.9919089675, propagate_forward_time: 28.6652374268, propagate_backward_time: 44.3945198059, weight_update_time: 0.1218819395, other_time: 2.7413291931
epoch time: 6.1709151268s, input_fired_time: 0.1275682896, output_fired_time: 0.0000000000, propagate_forward_time: 5.5502939224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930529594
validation[          , genome  5547] predictions:    9612/  10000 (96.12%), best:    9718/10000 (97.18%), error:      1299.49219, best error:       945.37427 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 76.4376220703s, input_fired_time: 1.0541501045, output_fired_time: 0.9762725234, propagate_forward_time: 28.2334251404, propagate_backward_time: 43.4842796326, weight_update_time: 0.1201509535, other_time: 2.6894912720
epoch time: 6.0817098618s, input_fired_time: 0.1216780841, output_fired_time: 0.0000000000, propagate_forward_time: 5.4775447845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824872017
validation[          , genome  5547] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1040.06396, best error:       945.37427 on epoch:    77, 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: 31.0253963470s, input_fired_time: 0.6253675222, output_fired_time: 0.0000000000, propagate_forward_time: 27.8426818848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5573463440
best training[          , genome  5547] predictions:   49196/  50000 (98.39%), best:    9718/10000 (97.18%), error:      2935.72876, best error:       945.37427 on epoch:    77, 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: 6.1762852669s, input_fired_time: 0.1224165931, output_fired_time: 0.0000000000, propagate_forward_time: 5.5602579117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936108589
   testing[          , genome  5547] predictions:    9706/  10000 (97.06%), best:    9718/10000 (97.18%), error:       940.79382, best error:       945.37427 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:24:51 (4796): called boinc_finish(0)

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