Nameexact_genome_1512568488_42_5014_1
Workunit2596331
Created7 Dec 2017, 12:50:48 UTC
Sent7 Dec 2017, 12:58:57 UTC
Report deadline12 Dec 2017, 22:06:03 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 3 min 42 sec
CPU time3 hours 2 min 52 sec
Validate stateValid
Credit1,344.98
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.33 MB
Peak swap size157.64 MB
Peak disk usage1.73 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0000000000, propagate_forward_time: 7.5177025795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837079048
validation[          , genome  5014] predictions:    9588/  10000 (95.88%), best:    9640/10000 (96.40%), error:      1402.44592, best error:      1275.31750 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 99.3770065308s, input_fired_time: 0.8901603818, output_fired_time: 0.8159619570, propagate_forward_time: 38.0746421814, propagate_backward_time: 56.8660507202, weight_update_time: 0.1272361726, other_time: 2.7301902771
epoch time: 8.1273326874s, input_fired_time: 0.1094767675, output_fired_time: 0.0000000000, propagate_forward_time: 7.5532541275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646015167
validation[          , genome  5014] predictions:    9569/  10000 (95.69%), best:    9640/10000 (96.40%), error:      1418.19885, best error:      1275.31750 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 100.0256118774s, input_fired_time: 0.9030659795, output_fired_time: 0.8131513000, propagate_forward_time: 38.3650512695, propagate_backward_time: 57.1475143433, weight_update_time: 0.1277446896, other_time: 2.7968292236
epoch time: 8.3077754974s, input_fired_time: 0.1186414734, output_fired_time: 0.0000000000, propagate_forward_time: 7.6828651428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062685013
validation[          , genome  5014] predictions:    9535/  10000 (95.35%), best:    9640/10000 (96.40%), error:      1528.45630, best error:      1275.31750 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 100.8757705688s, input_fired_time: 0.9285086989, output_fired_time: 0.8233578205, propagate_forward_time: 38.6328849792, propagate_backward_time: 57.6999435425, weight_update_time: 0.1297518909, other_time: 2.7910804749
epoch time: 8.2995271683s, input_fired_time: 0.1136219874, output_fired_time: 0.0000000000, propagate_forward_time: 7.6799354553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059700012
validation[          , genome  5014] predictions:    9631/  10000 (96.31%), best:    9640/10000 (96.40%), error:      1283.55444, best error:      1275.31750 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 100.7422332764s, input_fired_time: 0.9248083830, output_fired_time: 0.8239770532, propagate_forward_time: 38.6115112305, propagate_backward_time: 57.5391159058, weight_update_time: 0.1344455481, other_time: 2.8428268433
epoch time: 8.1444606781s, input_fired_time: 0.1102086008, output_fired_time: 0.0000000000, propagate_forward_time: 7.5691184998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651336670
validation[          , genome  5014] predictions:    9600/  10000 (96.00%), best:    9640/10000 (96.40%), error:      1373.22119, best error:      1275.31750 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 99.1793289185s, input_fired_time: 0.8848845959, output_fired_time: 0.8005068898, propagate_forward_time: 37.9907112122, propagate_backward_time: 56.7816085815, weight_update_time: 0.1277095526, other_time: 2.7216148376
epoch time: 8.4605064392s, input_fired_time: 0.1157357991, output_fired_time: 0.0000000000, propagate_forward_time: 7.8606753349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840950966
validation[          , genome  5014] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1258.97229, best error:      1258.97229 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 98.6888427734s, input_fired_time: 0.8886417747, output_fired_time: 0.7981224656, propagate_forward_time: 37.8876991272, propagate_backward_time: 56.4943542480, weight_update_time: 0.1257073283, other_time: 2.6200218201
epoch time: 8.1500177383s, input_fired_time: 0.1096385121, output_fired_time: 0.0000000000, propagate_forward_time: 7.5778436661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625358582
validation[          , genome  5014] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1255.29944, best error:      1255.29944 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 100.7827301025s, input_fired_time: 0.9209488630, output_fired_time: 0.8229855299, propagate_forward_time: 38.6569099426, propagate_backward_time: 57.5156288147, weight_update_time: 0.1330113858, other_time: 2.8662567139
epoch time: 8.2531394958s, input_fired_time: 0.1136606708, output_fired_time: 0.0000000000, propagate_forward_time: 7.6511211395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883575439
validation[          , genome  5014] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1249.55957, best error:      1249.55957 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 99.0267944336s, input_fired_time: 0.8837056756, output_fired_time: 0.8086768389, propagate_forward_time: 38.0075416565, propagate_backward_time: 56.6928901672, weight_update_time: 0.1269025356, other_time: 2.6339797974
epoch time: 8.1490488052s, input_fired_time: 0.1108362973, output_fired_time: 0.0000000000, propagate_forward_time: 7.5726170540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655957222
validation[          , genome  5014] predictions:    9574/  10000 (95.74%), best:    9617/10000 (96.17%), error:      1433.83728, best error:      1249.55957 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 99.5200271606s, input_fired_time: 0.8986740112, output_fired_time: 0.8124977946, propagate_forward_time: 38.1976356506, propagate_backward_time: 56.9126052856, weight_update_time: 0.1296319813, other_time: 2.6986122131
epoch time: 8.1611042023s, input_fired_time: 0.1106672958, output_fired_time: 0.0000000000, propagate_forward_time: 7.5861077309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643292427
validation[          , genome  5014] predictions:    9579/  10000 (95.79%), best:    9617/10000 (96.17%), error:      1408.55945, best error:      1249.55957 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 99.4601669312s, input_fired_time: 0.9161598086, output_fired_time: 0.8110818863, propagate_forward_time: 38.1023597717, propagate_backward_time: 56.8479270935, weight_update_time: 0.1332215965, other_time: 2.7826385498
epoch time: 8.1080303192s, input_fired_time: 0.1097198874, output_fired_time: 0.0000000000, propagate_forward_time: 7.5380511284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602594376
validation[          , genome  5014] predictions:    9622/  10000 (96.22%), best:    9617/10000 (96.17%), error:      1324.87659, best error:      1249.55957 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.8587265015s, input_fired_time: 0.8768744469, output_fired_time: 0.7971615791, propagate_forward_time: 37.8854179382, propagate_backward_time: 56.6790275574, weight_update_time: 0.1260082424, other_time: 2.6202392578
epoch time: 8.3681087494s, input_fired_time: 0.1174580678, output_fired_time: 0.0000000000, propagate_forward_time: 7.7409381866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097122192
validation[          , genome  5014] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1238.59705, best error:      1238.59705 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 100.6340484619s, input_fired_time: 0.9279206395, output_fired_time: 0.8108658195, propagate_forward_time: 38.6027297974, propagate_backward_time: 57.4413642883, weight_update_time: 0.1296417862, other_time: 2.8511695862
epoch time: 8.1776990891s, input_fired_time: 0.1112516969, output_fired_time: 0.0000000000, propagate_forward_time: 7.6006894112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657578468
validation[          , genome  5014] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1235.51392, best error:      1235.51392 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 100.5578460693s, input_fired_time: 0.9151554704, output_fired_time: 0.8238122463, propagate_forward_time: 38.4811134338, propagate_backward_time: 57.5176773071, weight_update_time: 0.1299484670, other_time: 2.8200874329
epoch time: 8.2717676163s, input_fired_time: 0.1126175672, output_fired_time: 0.0000000000, propagate_forward_time: 7.6805949211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785552025
validation[          , genome  5014] predictions:    9603/  10000 (96.03%), best:    9634/10000 (96.34%), error:      1357.16016, best error:      1235.51392 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 99.3926620483s, input_fired_time: 0.9010897279, output_fired_time: 0.8050354719, propagate_forward_time: 38.1069221497, propagate_backward_time: 56.8465042114, weight_update_time: 0.1294527948, other_time: 2.7331047058
epoch time: 8.1174678802s, input_fired_time: 0.1105779782, output_fired_time: 0.0000000000, propagate_forward_time: 7.5313663483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755239487
validation[          , genome  5014] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1208.84692, best error:      1208.84692 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 99.8192672729s, input_fired_time: 0.8910887241, output_fired_time: 0.8193140030, propagate_forward_time: 38.2633781433, propagate_backward_time: 57.1332168579, weight_update_time: 0.1271562278, other_time: 2.7122688293
epoch time: 8.0856418610s, input_fired_time: 0.1122604907, output_fired_time: 0.0000000000, propagate_forward_time: 7.5049877167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683938026
validation[          , genome  5014] predictions:    9618/  10000 (96.18%), best:    9642/10000 (96.42%), error:      1299.04456, best error:      1208.84692 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 99.8152236938s, input_fired_time: 0.9044338465, output_fired_time: 0.8129913211, propagate_forward_time: 38.2982139587, propagate_backward_time: 57.0501518250, weight_update_time: 0.1281574965, other_time: 2.7494354248
epoch time: 8.1294040680s, input_fired_time: 0.1113883853, output_fired_time: 0.0000000000, propagate_forward_time: 7.5555768013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624390602
validation[          , genome  5014] predictions:    9585/  10000 (95.85%), best:    9642/10000 (96.42%), error:      1331.56604, best error:      1208.84692 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 99.3727493286s, input_fired_time: 0.8975743651, output_fired_time: 0.8111629486, propagate_forward_time: 38.1006011963, propagate_backward_time: 56.8803367615, weight_update_time: 0.1327780187, other_time: 2.6830711365
epoch time: 8.0003252029s, input_fired_time: 0.1089205742, output_fired_time: 0.0000000000, propagate_forward_time: 7.4285745621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628300667
validation[          , genome  5014] predictions:    9619/  10000 (96.19%), best:    9642/10000 (96.42%), error:      1318.68860, best error:      1208.84692 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 100.6185531616s, input_fired_time: 0.9168775082, output_fired_time: 0.8137283325, propagate_forward_time: 38.5450172424, propagate_backward_time: 57.5661277771, weight_update_time: 0.1279948801, other_time: 2.7768020630
epoch time: 8.0559320450s, input_fired_time: 0.1094819158, output_fired_time: 0.0000000000, propagate_forward_time: 7.4844717979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619784355
validation[          , genome  5014] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1141.40112, best error:      1141.40112 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 98.7780303955s, input_fired_time: 0.8826350570, output_fired_time: 0.8074377775, propagate_forward_time: 37.9283256531, propagate_backward_time: 56.5451278687, weight_update_time: 0.1263225824, other_time: 2.6145057678
epoch time: 8.1333189011s, input_fired_time: 0.1118010879, output_fired_time: 0.0000000000, propagate_forward_time: 7.5510754585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704422951
validation[          , genome  5014] predictions:    9613/  10000 (96.13%), best:    9658/10000 (96.58%), error:      1281.45471, best error:      1141.40112 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 99.4469604492s, input_fired_time: 0.8967885375, output_fired_time: 0.7994967699, propagate_forward_time: 38.0660514832, propagate_backward_time: 56.9913558960, weight_update_time: 0.1270208657, other_time: 2.6932640076
epoch time: 8.2448692322s, input_fired_time: 0.1132180840, output_fired_time: 0.0000000000, propagate_forward_time: 7.6514654160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801855087
validation[          , genome  5014] predictions:    9614/  10000 (96.14%), best:    9658/10000 (96.58%), error:      1274.33936, best error:      1141.40112 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 100.4243240356s, input_fired_time: 0.9114613533, output_fired_time: 0.8209654093, propagate_forward_time: 38.4944267273, propagate_backward_time: 57.3861351013, weight_update_time: 0.1301844269, other_time: 2.8113327026
epoch time: 8.3645877838s, input_fired_time: 0.1150970906, output_fired_time: 0.0000000000, propagate_forward_time: 7.7504568100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990339279
validation[          , genome  5014] predictions:    9657/  10000 (96.57%), best:    9658/10000 (96.58%), error:      1156.04846, best error:      1141.40112 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 99.4841537476s, input_fired_time: 0.9198142290, output_fired_time: 0.8065024614, propagate_forward_time: 38.1509017944, propagate_backward_time: 56.8128967285, weight_update_time: 0.1288996637, other_time: 2.7940368652
epoch time: 8.1007308960s, input_fired_time: 0.1111328825, output_fired_time: 0.0000000000, propagate_forward_time: 7.5203080177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692897797
validation[          , genome  5014] predictions:    9410/  10000 (94.10%), best:    9658/10000 (96.58%), error:      1891.13367, best error:      1141.40112 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 100.4075775146s, input_fired_time: 0.9266233444, output_fired_time: 0.8262571096, propagate_forward_time: 38.5824470520, propagate_backward_time: 57.2531661987, weight_update_time: 0.1297475696, other_time: 2.8190879822
epoch time: 8.6144428253s, input_fired_time: 0.1179922968, output_fired_time: 0.0000000000, propagate_forward_time: 8.0006036758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958467484
validation[          , genome  5014] predictions:    9638/  10000 (96.38%), best:    9658/10000 (96.58%), error:      1184.85107, best error:      1141.40112 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 100.8163909912s, input_fired_time: 0.9126487970, output_fired_time: 0.8075810075, propagate_forward_time: 38.5808258057, propagate_backward_time: 57.6809768677, weight_update_time: 0.1333462298, other_time: 2.8343582153
epoch time: 8.2736406326s, input_fired_time: 0.1125479937, output_fired_time: 0.0000000000, propagate_forward_time: 7.6844167709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766759872
validation[          , genome  5014] predictions:    9619/  10000 (96.19%), best:    9658/10000 (96.58%), error:      1268.49988, best error:      1141.40112 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 98.9048156738s, input_fired_time: 0.8899456859, output_fired_time: 0.8018152118, propagate_forward_time: 37.9278068542, propagate_backward_time: 56.6314468384, weight_update_time: 0.1266437322, other_time: 2.6537971497
epoch time: 8.0375614166s, input_fired_time: 0.1101879552, output_fired_time: 0.0000000000, propagate_forward_time: 7.4676709175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597024918
validation[          , genome  5014] predictions:    9521/  10000 (95.21%), best:    9658/10000 (96.58%), error:      1562.71497, best error:      1141.40112 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 99.6864089966s, input_fired_time: 0.9120596051, output_fired_time: 0.8076909781, propagate_forward_time: 38.1455001831, propagate_backward_time: 57.0450439453, weight_update_time: 0.1287018508, other_time: 2.7761154175
epoch time: 8.2617416382s, input_fired_time: 0.1215535998, output_fired_time: 0.0000000000, propagate_forward_time: 7.6525511742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876370430
validation[          , genome  5014] predictions:    9615/  10000 (96.15%), best:    9658/10000 (96.58%), error:      1247.79407, best error:      1141.40112 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 99.1269912720s, input_fired_time: 0.8926235437, output_fired_time: 0.8058524728, propagate_forward_time: 38.0368652344, propagate_backward_time: 56.7553710938, weight_update_time: 0.1270656586, other_time: 2.6362762451
epoch time: 8.1628274918s, input_fired_time: 0.1134491861, output_fired_time: 0.0000000000, propagate_forward_time: 7.5577287674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916496277
validation[          , genome  5014] predictions:    9582/  10000 (95.82%), best:    9658/10000 (96.58%), error:      1353.52917, best error:      1141.40112 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 100.0335769653s, input_fired_time: 0.9101358056, output_fired_time: 0.8175743818, propagate_forward_time: 38.2923240662, propagate_backward_time: 57.2551803589, weight_update_time: 0.1288039088, other_time: 2.7583656311
epoch time: 8.2844314575s, input_fired_time: 0.1172900796, output_fired_time: 0.0000000000, propagate_forward_time: 7.6914801598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756608009
validation[          , genome  5014] predictions:    9633/  10000 (96.33%), best:    9658/10000 (96.58%), error:      1175.48706, best error:      1141.40112 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 99.0834579468s, input_fired_time: 0.9069306850, output_fired_time: 0.7995968461, propagate_forward_time: 38.0724945068, propagate_backward_time: 56.6486854553, weight_update_time: 0.1264647096, other_time: 2.6557502747
epoch time: 8.4450397491s, input_fired_time: 0.1190536693, output_fired_time: 0.0000000000, propagate_forward_time: 7.7985482216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274376869
validation[          , genome  5014] predictions:    9530/  10000 (95.30%), best:    9658/10000 (96.58%), error:      1553.67578, best error:      1141.40112 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 99.7842788696s, input_fired_time: 0.8876449466, output_fired_time: 0.8052350879, propagate_forward_time: 38.2512130737, propagate_backward_time: 57.1935615540, weight_update_time: 0.1317831874, other_time: 2.6466255188
epoch time: 8.1842279434s, input_fired_time: 0.1129484624, output_fired_time: 0.0000000000, propagate_forward_time: 7.5997319221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715476036
validation[          , genome  5014] predictions:    9627/  10000 (96.27%), best:    9658/10000 (96.58%), error:      1194.78711, best error:      1141.40112 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 99.3575286865s, input_fired_time: 0.8951274753, output_fired_time: 0.8178035021, propagate_forward_time: 38.1431884766, propagate_backward_time: 56.8118782043, weight_update_time: 0.1267678887, other_time: 2.6895332336
epoch time: 8.1788139343s, input_fired_time: 0.1150881872, output_fired_time: 0.0000000000, propagate_forward_time: 7.5826201439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811053276
validation[          , genome  5014] predictions:    9622/  10000 (96.22%), best:    9658/10000 (96.58%), error:      1246.21155, best error:      1141.40112 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 99.4260025024s, input_fired_time: 0.9084508419, output_fired_time: 0.8096320629, propagate_forward_time: 38.0258827209, propagate_backward_time: 57.0092773438, weight_update_time: 0.1265411079, other_time: 2.6727638245
epoch time: 8.1488828659s, input_fired_time: 0.1110099778, output_fired_time: 0.0000000000, propagate_forward_time: 7.5742230415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636502266
validation[          , genome  5014] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1102.97937, best error:      1102.97937 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 98.7057723999s, input_fired_time: 0.8853602409, output_fired_time: 0.8080863953, propagate_forward_time: 37.8819007874, propagate_backward_time: 56.5186843872, weight_update_time: 0.1265571117, other_time: 2.6117439270
epoch time: 8.2445516586s, input_fired_time: 0.1201861501, output_fired_time: 0.0000000000, propagate_forward_time: 7.6480998993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762659073
validation[          , genome  5014] predictions:    9628/  10000 (96.28%), best:    9683/10000 (96.83%), error:      1267.19153, best error:      1102.97937 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 99.5847244263s, input_fired_time: 0.9035363197, output_fired_time: 0.8037026525, propagate_forward_time: 38.2095985413, propagate_backward_time: 56.9541969299, weight_update_time: 0.1275360435, other_time: 2.7136917114
epoch time: 7.9841785431s, input_fired_time: 0.1102274954, output_fired_time: 0.0000000000, propagate_forward_time: 7.3998613358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740896225
validation[          , genome  5014] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1062.48792, best error:      1062.48792 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 101.1452941895s, input_fired_time: 0.9116535783, output_fired_time: 0.8197494745, propagate_forward_time: 38.6926956177, propagate_backward_time: 57.8623275757, weight_update_time: 0.1386336386, other_time: 2.8588714600
epoch time: 8.4183349609s, input_fired_time: 0.1180207133, output_fired_time: 0.0000000000, propagate_forward_time: 7.8206706047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796433449
validation[          , genome  5014] predictions:    9676/  10000 (96.76%), best:    9681/10000 (96.81%), error:      1068.38232, best error:      1062.48792 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 99.0007324219s, input_fired_time: 0.8903768659, output_fired_time: 0.8087010384, propagate_forward_time: 37.9908256531, propagate_backward_time: 56.6774559021, weight_update_time: 0.1273699105, other_time: 2.6333770752
epoch time: 8.4287157059s, input_fired_time: 0.1267156601, output_fired_time: 0.0000000000, propagate_forward_time: 7.8101811409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918189049
validation[          , genome  5014] predictions:    9639/  10000 (96.39%), best:    9681/10000 (96.81%), error:      1207.52527, best error:      1062.48792 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 99.9774169922s, input_fired_time: 0.9161410928, output_fired_time: 0.8019971251, propagate_forward_time: 38.3463745117, propagate_backward_time: 57.1274833679, weight_update_time: 0.1381228268, other_time: 2.7854270935
epoch time: 8.2879037857s, input_fired_time: 0.1148454770, output_fired_time: 0.0000000000, propagate_forward_time: 7.6893491745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837093353
validation[          , genome  5014] predictions:    9658/  10000 (96.58%), best:    9681/10000 (96.81%), error:      1118.85046, best error:      1062.48792 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 100.0965118408s, input_fired_time: 0.9122371674, output_fired_time: 0.8115105629, propagate_forward_time: 38.4034690857, propagate_backward_time: 57.1518707275, weight_update_time: 0.1339575499, other_time: 2.8174247742
epoch time: 8.2729635239s, input_fired_time: 0.1125986725, output_fired_time: 0.0000000000, propagate_forward_time: 7.6859521866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744129181
validation[          , genome  5014] predictions:    9541/  10000 (95.41%), best:    9681/10000 (96.81%), error:      1440.09131, best error:      1062.48792 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 100.2502365112s, input_fired_time: 0.9114515781, output_fired_time: 0.8243641257, propagate_forward_time: 38.4509544373, propagate_backward_time: 57.2744483948, weight_update_time: 0.1282336414, other_time: 2.7890167236
epoch time: 8.1086874008s, input_fired_time: 0.1111671776, output_fired_time: 0.0000000000, propagate_forward_time: 7.5365347862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609856606
validation[          , genome  5014] predictions:    9661/  10000 (96.61%), best:    9681/10000 (96.81%), error:      1143.11804, best error:      1062.48792 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 101.1318359375s, input_fired_time: 0.9341404438, output_fired_time: 0.8322370052, propagate_forward_time: 38.7346572876, propagate_backward_time: 57.8249626160, weight_update_time: 0.1380062848, other_time: 2.8058357239
epoch time: 8.4367237091s, input_fired_time: 0.1160878837, output_fired_time: 0.0000000000, propagate_forward_time: 7.7676687241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529670715
validation[          , genome  5014] predictions:    9641/  10000 (96.41%), best:    9681/10000 (96.81%), error:      1187.65320, best error:      1062.48792 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 99.5609130859s, input_fired_time: 0.8970049620, output_fired_time: 0.8076691031, propagate_forward_time: 38.1830215454, propagate_backward_time: 56.9662513733, weight_update_time: 0.1284617484, other_time: 2.7069664001
epoch time: 8.1807003021s, input_fired_time: 0.1132019907, output_fired_time: 0.0000000000, propagate_forward_time: 7.5951156616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723825455
validation[          , genome  5014] predictions:    9679/  10000 (96.79%), best:    9681/10000 (96.81%), error:      1071.86182, best error:      1062.48792 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.9195022583s, input_fired_time: 0.9314149022, output_fired_time: 0.8103896379, propagate_forward_time: 38.3918800354, propagate_backward_time: 57.0855331421, weight_update_time: 0.1281614155, other_time: 2.7002906799
epoch time: 8.1701717377s, input_fired_time: 0.1131545752, output_fired_time: 0.0000000000, propagate_forward_time: 7.5939536095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630637169
validation[          , genome  5014] predictions:    9636/  10000 (96.36%), best:    9681/10000 (96.81%), error:      1237.05774, best error:      1062.48792 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 98.7843780518s, input_fired_time: 0.8962404728, output_fired_time: 0.8045343161, propagate_forward_time: 37.8973159790, propagate_backward_time: 56.5323905945, weight_update_time: 0.1268385500, other_time: 2.6538963318
epoch time: 8.3960313797s, input_fired_time: 0.1168699563, output_fired_time: 0.0000000000, propagate_forward_time: 7.7942891121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848723412
validation[          , genome  5014] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1041.68420, best error:      1041.68420 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 99.1340637207s, input_fired_time: 0.9097955823, output_fired_time: 0.8166736364, propagate_forward_time: 38.0293998718, propagate_backward_time: 56.7041511536, weight_update_time: 0.1270190030, other_time: 2.6740417480
epoch time: 8.2571029663s, input_fired_time: 0.1157203242, output_fired_time: 0.0000000000, propagate_forward_time: 7.6604380608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809441566
validation[          , genome  5014] predictions:    9668/  10000 (96.68%), best:    9681/10000 (96.81%), error:      1087.84229, best error:      1041.68420 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 100.3817443848s, input_fired_time: 0.9163377285, output_fired_time: 0.8155776262, propagate_forward_time: 38.5705299377, propagate_backward_time: 57.2883605957, weight_update_time: 0.1297999471, other_time: 2.7909431458
epoch time: 8.0862236023s, input_fired_time: 0.1120100915, output_fired_time: 0.0000000000, propagate_forward_time: 7.5107641220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634494781
validation[          , genome  5014] predictions:    9554/  10000 (95.54%), best:    9681/10000 (96.81%), error:      1427.29700, best error:      1041.68420 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 100.6240539551s, input_fired_time: 0.9361857176, output_fired_time: 0.8112038970, propagate_forward_time: 38.4299468994, propagate_backward_time: 57.6747093201, weight_update_time: 0.1282985508, other_time: 2.7720069885
epoch time: 8.2231903076s, input_fired_time: 0.1139611974, output_fired_time: 0.0000000000, propagate_forward_time: 7.6380720139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711570740
validation[          , genome  5014] predictions:    9651/  10000 (96.51%), best:    9681/10000 (96.81%), error:      1145.70874, best error:      1041.68420 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 100.1122436523s, input_fired_time: 0.9052021503, output_fired_time: 0.8276129961, propagate_forward_time: 38.3616371155, propagate_backward_time: 57.3529167175, weight_update_time: 0.1342215091, other_time: 2.6648712158
epoch time: 8.1505527496s, input_fired_time: 0.1122978702, output_fired_time: 0.0000000000, propagate_forward_time: 7.5719714165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662833214
validation[          , genome  5014] predictions:    9566/  10000 (95.66%), best:    9681/10000 (96.81%), error:      1330.09814, best error:      1041.68420 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 99.1793746948s, input_fired_time: 0.9017136693, output_fired_time: 0.8038574457, propagate_forward_time: 38.0555229187, propagate_backward_time: 56.7025375366, weight_update_time: 0.1274627745, other_time: 2.7157478333
epoch time: 8.1654319763s, input_fired_time: 0.1119965836, output_fired_time: 0.0000000000, propagate_forward_time: 7.5874614716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659738541
validation[          , genome  5014] predictions:    9662/  10000 (96.62%), best:    9681/10000 (96.81%), error:      1139.63354, best error:      1041.68420 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.2061233521s, input_fired_time: 0.9168985486, output_fired_time: 0.8216881752, propagate_forward_time: 38.4174079895, propagate_backward_time: 57.2194328308, weight_update_time: 0.1285109520, other_time: 2.8306961060
epoch time: 8.2340440750s, input_fired_time: 0.1187372953, output_fired_time: 0.0000000000, propagate_forward_time: 7.6463727951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689340591
validation[          , genome  5014] predictions:    9625/  10000 (96.25%), best:    9681/10000 (96.81%), error:      1203.71606, best error:      1041.68420 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 99.5509643555s, input_fired_time: 0.9097174406, output_fired_time: 0.8019487262, propagate_forward_time: 38.1015586853, propagate_backward_time: 57.0311241150, weight_update_time: 0.1328121871, other_time: 2.7066192627
epoch time: 8.1354675293s, input_fired_time: 0.1130427942, output_fired_time: 0.0000000000, propagate_forward_time: 7.5616717339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607529640
validation[          , genome  5014] predictions:    9680/  10000 (96.80%), best:    9681/10000 (96.81%), error:      1096.46448, best error:      1041.68420 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 99.8675537109s, input_fired_time: 0.9111983776, output_fired_time: 0.8072026372, propagate_forward_time: 38.2972564697, propagate_backward_time: 57.1202697754, weight_update_time: 0.1276445389, other_time: 2.7316207886
epoch time: 8.1120529175s, input_fired_time: 0.1130790859, output_fired_time: 0.0000000000, propagate_forward_time: 7.5343208313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646530151
validation[          , genome  5014] predictions:    9660/  10000 (96.60%), best:    9681/10000 (96.81%), error:      1151.79224, best error:      1041.68420 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 100.3052444458s, input_fired_time: 0.9475940466, output_fired_time: 0.8281585574, propagate_forward_time: 38.4882545471, propagate_backward_time: 57.2359848022, weight_update_time: 0.1342108995, other_time: 2.8052558899
epoch time: 8.1574554443s, input_fired_time: 0.1120525748, output_fired_time: 0.0000000000, propagate_forward_time: 7.5813355446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640669823
validation[          , genome  5014] predictions:    9663/  10000 (96.63%), best:    9681/10000 (96.81%), error:      1102.61218, best error:      1041.68420 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.8060607910s, input_fired_time: 0.9238671064, output_fired_time: 0.8138834238, propagate_forward_time: 38.2249069214, propagate_backward_time: 57.1110610962, weight_update_time: 0.1295570284, other_time: 2.7323455811
epoch time: 8.1337299347s, input_fired_time: 0.1146125197, output_fired_time: 0.0000000000, propagate_forward_time: 7.5567445755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623727798
validation[          , genome  5014] predictions:    9629/  10000 (96.29%), best:    9681/10000 (96.81%), error:      1184.66675, best error:      1041.68420 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 100.7382583618s, input_fired_time: 0.9308503270, output_fired_time: 0.8157572746, propagate_forward_time: 38.5944099426, propagate_backward_time: 57.6118202209, weight_update_time: 0.1290572733, other_time: 2.7854232788
epoch time: 8.2753858566s, input_fired_time: 0.1215576530, output_fired_time: 0.0000000000, propagate_forward_time: 7.6665005684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873280525
validation[          , genome  5014] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1026.81726, best error:      1026.81726 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 98.9209976196s, input_fired_time: 0.9004127979, output_fired_time: 0.8062516451, propagate_forward_time: 37.9618721008, propagate_backward_time: 56.6147499084, weight_update_time: 0.1268157512, other_time: 2.6377105713
epoch time: 8.0934572220s, input_fired_time: 0.1124612018, output_fired_time: 0.0000000000, propagate_forward_time: 7.5117897987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692063332
validation[          , genome  5014] predictions:    9636/  10000 (96.36%), best:    9686/10000 (96.86%), error:      1182.35608, best error:      1026.81726 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 100.2843475342s, input_fired_time: 0.9190211296, output_fired_time: 0.8235360384, propagate_forward_time: 38.4931869507, propagate_backward_time: 57.2675514221, weight_update_time: 0.1307455897, other_time: 2.7810478210
epoch time: 8.3500595093s, input_fired_time: 0.1149967685, output_fired_time: 0.0000000000, propagate_forward_time: 7.7363219261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987406731
validation[          , genome  5014] predictions:    9670/  10000 (96.70%), best:    9686/10000 (96.86%), error:      1115.65686, best error:      1026.81726 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 101.2784042358s, input_fired_time: 0.9571029544, output_fired_time: 0.8364856839, propagate_forward_time: 38.7601737976, propagate_backward_time: 57.9454421997, weight_update_time: 0.1473585367, other_time: 2.7792015076
epoch time: 8.1679029465s, input_fired_time: 0.1136770248, output_fired_time: 0.0000000000, propagate_forward_time: 7.5859751701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682507515
validation[          , genome  5014] predictions:    9663/  10000 (96.63%), best:    9686/10000 (96.86%), error:      1121.54956, best error:      1026.81726 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 99.7018508911s, input_fired_time: 0.9066160321, output_fired_time: 0.8181654215, propagate_forward_time: 38.2352638245, propagate_backward_time: 57.0488967896, weight_update_time: 0.1280915588, other_time: 2.6929054260
epoch time: 8.2958393097s, input_fired_time: 0.1164313927, output_fired_time: 0.0000000000, propagate_forward_time: 7.6945495605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848585129
validation[          , genome  5014] predictions:    9665/  10000 (96.65%), best:    9686/10000 (96.86%), error:      1075.24121, best error:      1026.81726 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 100.4496231079s, input_fired_time: 0.9350612164, output_fired_time: 0.8211210966, propagate_forward_time: 38.4200782776, propagate_backward_time: 57.4588470459, weight_update_time: 0.1333881468, other_time: 2.8145179749
epoch time: 8.2228441238s, input_fired_time: 0.1164291054, output_fired_time: 0.0000000000, propagate_forward_time: 7.6276068687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788079262
validation[          , genome  5014] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1070.01135, best error:      1026.81726 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 100.0181121826s, input_fired_time: 0.9214324355, output_fired_time: 0.8205992579, propagate_forward_time: 38.2946968079, propagate_backward_time: 57.1818962097, weight_update_time: 0.1374099106, other_time: 2.7994842529
epoch time: 8.1285505295s, input_fired_time: 0.1131577045, output_fired_time: 0.0000000000, propagate_forward_time: 7.5428290367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725642204
validation[          , genome  5014] predictions:    9658/  10000 (96.58%), best:    9686/10000 (96.86%), error:      1131.39453, best error:      1026.81726 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.9825134277s, input_fired_time: 0.9293185472, output_fired_time: 0.8072082400, propagate_forward_time: 38.2949943542, propagate_backward_time: 57.1954841614, weight_update_time: 0.1283709705, other_time: 2.7555084229
epoch time: 8.0733575821s, input_fired_time: 0.1129022688, output_fired_time: 0.0000000000, propagate_forward_time: 7.5008225441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596328735
validation[          , genome  5014] predictions:    9662/  10000 (96.62%), best:    9686/10000 (96.86%), error:      1149.94006, best error:      1026.81726 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 100.3651962280s, input_fired_time: 0.9102314711, output_fired_time: 0.8199633360, propagate_forward_time: 38.4786911011, propagate_backward_time: 57.4123229980, weight_update_time: 0.1282585561, other_time: 2.7439880371
epoch time: 8.2686414719s, input_fired_time: 0.1200078875, output_fired_time: 0.0000000000, propagate_forward_time: 7.6627597809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858741760
validation[          , genome  5014] predictions:    9708/  10000 (97.08%), best:    9686/10000 (96.86%), error:      1043.20911, best error:      1026.81726 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.6384735107s, input_fired_time: 0.9120326042, output_fired_time: 0.8071290255, propagate_forward_time: 38.2645759583, propagate_backward_time: 56.9634819031, weight_update_time: 0.1279378384, other_time: 2.6912536621
epoch time: 8.1530208588s, input_fired_time: 0.1137646735, output_fired_time: 0.0000000000, propagate_forward_time: 7.5744519234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648041725
validation[          , genome  5014] predictions:    9656/  10000 (96.56%), best:    9686/10000 (96.86%), error:      1116.05481, best error:      1026.81726 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 98.9879531860s, input_fired_time: 0.9065420628, output_fired_time: 0.7989538312, propagate_forward_time: 37.9175491333, propagate_backward_time: 56.7462539673, weight_update_time: 0.1260178089, other_time: 2.6186599731
epoch time: 8.1579332352s, input_fired_time: 0.1142141819, output_fired_time: 0.0000000000, propagate_forward_time: 7.5797243118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639949799
validation[          , genome  5014] predictions:    9623/  10000 (96.23%), best:    9686/10000 (96.86%), error:      1233.55029, best error:      1026.81726 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 99.8109970093s, input_fired_time: 0.9089605808, output_fired_time: 0.8109191060, propagate_forward_time: 38.2336654663, propagate_backward_time: 57.1589584351, weight_update_time: 0.1290997118, other_time: 2.6984939575
epoch time: 8.2094764709s, input_fired_time: 0.1134403795, output_fired_time: 0.0000000000, propagate_forward_time: 7.6243510246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716849327
validation[          , genome  5014] predictions:    9683/  10000 (96.83%), best:    9686/10000 (96.86%), error:      1053.02075, best error:      1026.81726 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 98.8184890747s, input_fired_time: 0.8916886449, output_fired_time: 0.8005990982, propagate_forward_time: 37.9451828003, propagate_backward_time: 56.5604476929, weight_update_time: 0.1260806769, other_time: 2.6205749512
epoch time: 8.3102731705s, input_fired_time: 0.1212184876, output_fired_time: 0.0000000000, propagate_forward_time: 7.6805276871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085268021
validation[          , genome  5014] predictions:    9694/  10000 (96.94%), best:    9686/10000 (96.86%), error:      1069.51575, best error:      1026.81726 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.3087768555s, input_fired_time: 0.9066149592, output_fired_time: 0.8054401278, propagate_forward_time: 38.0511627197, propagate_backward_time: 56.8491210938, weight_update_time: 0.1275927126, other_time: 2.6964340210
epoch time: 8.1645126343s, input_fired_time: 0.1151312143, output_fired_time: 0.0000000000, propagate_forward_time: 7.5743408203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750404358
validation[          , genome  5014] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:      1018.52887, best error:      1018.52887 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 99.3278427124s, input_fired_time: 0.9035003781, output_fired_time: 0.8101981878, propagate_forward_time: 38.0777893066, propagate_backward_time: 56.8503990173, weight_update_time: 0.1265258938, other_time: 2.6859550476
epoch time: 8.3586540222s, input_fired_time: 0.1171465889, output_fired_time: 0.0000000000, propagate_forward_time: 7.7541327477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873747826
validation[          , genome  5014] predictions:    9664/  10000 (96.64%), best:    9712/10000 (97.12%), error:      1118.15063, best error:      1018.52887 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.8021011353s, input_fired_time: 0.9014708996, output_fired_time: 0.8022149205, propagate_forward_time: 37.8786201477, propagate_backward_time: 56.5555076599, weight_update_time: 0.1270934492, other_time: 2.6642837524
epoch time: 8.1855964661s, input_fired_time: 0.1139004752, output_fired_time: 0.0000000000, propagate_forward_time: 7.6065216064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651746750
validation[          , genome  5014] predictions:    9673/  10000 (96.73%), best:    9712/10000 (97.12%), error:      1086.65417, best error:      1018.52887 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.7596588135s, input_fired_time: 0.9174547791, output_fired_time: 0.8142094016, propagate_forward_time: 38.1463584900, propagate_backward_time: 57.1736526489, weight_update_time: 0.1276256293, other_time: 2.7079811096
epoch time: 8.1887426376s, input_fired_time: 0.1154169738, output_fired_time: 0.0000000000, propagate_forward_time: 7.6091804504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641456604
validation[          , genome  5014] predictions:    9683/  10000 (96.83%), best:    9712/10000 (97.12%), error:      1066.76917, best error:      1018.52887 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.4664382935s, input_fired_time: 0.9197516441, output_fired_time: 0.8037891388, propagate_forward_time: 38.1197090149, propagate_backward_time: 56.8383941650, weight_update_time: 0.1292729974, other_time: 2.7847938538
epoch time: 8.2956314087s, input_fired_time: 0.1176797822, output_fired_time: 0.0000000000, propagate_forward_time: 7.6889758110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889760017
validation[          , genome  5014] predictions:    9636/  10000 (96.36%), best:    9712/10000 (97.12%), error:      1211.13196, best error:      1018.52887 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 100.4465789795s, input_fired_time: 0.9414140582, output_fired_time: 0.8310585618, propagate_forward_time: 38.5646934509, propagate_backward_time: 57.2991905212, weight_update_time: 0.1290497631, other_time: 2.8102188110
epoch time: 8.1963672638s, input_fired_time: 0.1194049791, output_fired_time: 0.0000000000, propagate_forward_time: 7.6065545082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704079628
validation[          , genome  5014] predictions:    9625/  10000 (96.25%), best:    9712/10000 (97.12%), error:      1216.09583, best error:      1018.52887 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 99.7979736328s, input_fired_time: 0.9101886153, output_fired_time: 0.8114763498, propagate_forward_time: 38.2497825623, propagate_backward_time: 57.1456375122, weight_update_time: 0.1276439130, other_time: 2.6808891296
epoch time: 8.2420988083s, input_fired_time: 0.1212627888, output_fired_time: 0.0000000000, propagate_forward_time: 7.6505508423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702854156
validation[          , genome  5014] predictions:    9681/  10000 (96.81%), best:    9712/10000 (97.12%), error:      1077.52002, best error:      1018.52887 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 100.2205047607s, input_fired_time: 0.9215468764, output_fired_time: 0.8193805218, propagate_forward_time: 38.4699478149, propagate_backward_time: 57.2753295898, weight_update_time: 0.1293120533, other_time: 2.7342987061
epoch time: 8.1852502823s, input_fired_time: 0.1215949878, output_fired_time: 0.0000000000, propagate_forward_time: 7.5987873077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648675919
validation[          , genome  5014] predictions:    9665/  10000 (96.65%), best:    9712/10000 (97.12%), error:      1135.45764, best error:      1018.52887 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 99.5173263550s, input_fired_time: 0.9095509648, output_fired_time: 0.8107086420, propagate_forward_time: 38.1254539490, propagate_backward_time: 56.9675178528, weight_update_time: 0.1283303350, other_time: 2.7040939331
epoch time: 8.2686357498s, input_fired_time: 0.1156063750, output_fired_time: 0.0000000000, propagate_forward_time: 7.6566352844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963941574
validation[          , genome  5014] predictions:    9687/  10000 (96.87%), best:    9712/10000 (97.12%), error:      1050.21570, best error:      1018.52887 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 100.0574111938s, input_fired_time: 0.9243678451, output_fired_time: 0.8052278757, propagate_forward_time: 38.4318351746, propagate_backward_time: 57.1336631775, weight_update_time: 0.1327902526, other_time: 2.7623138428
epoch time: 8.2675371170s, input_fired_time: 0.1220356077, output_fired_time: 0.0000000000, propagate_forward_time: 7.6450271606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004739761
validation[          , genome  5014] predictions:    9680/  10000 (96.80%), best:    9712/10000 (97.12%), error:      1115.70679, best error:      1018.52887 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 98.6380615234s, input_fired_time: 0.9012828469, output_fired_time: 0.7978047729, propagate_forward_time: 37.8118629456, propagate_backward_time: 56.5062751770, weight_update_time: 0.1261629015, other_time: 2.6208343506
epoch time: 8.1897277832s, input_fired_time: 0.1143119708, output_fired_time: 0.0000000000, propagate_forward_time: 7.6086769104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667387009
validation[          , genome  5014] predictions:    9676/  10000 (96.76%), best:    9712/10000 (97.12%), error:      1094.12781, best error:      1018.52887 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 100.0921401978s, input_fired_time: 0.9235333800, output_fired_time: 0.8102411032, propagate_forward_time: 38.4270820618, propagate_backward_time: 57.1302299500, weight_update_time: 0.1336635947, other_time: 2.8010559082
epoch time: 8.2978096008s, input_fired_time: 0.1190943867, output_fired_time: 0.0000000000, propagate_forward_time: 7.7059197426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727950096
validation[          , genome  5014] predictions:    9683/  10000 (96.83%), best:    9712/10000 (97.12%), error:      1087.07800, best error:      1018.52887 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 101.1394042969s, input_fired_time: 0.9322586060, output_fired_time: 0.8164604306, propagate_forward_time: 38.7446479797, propagate_backward_time: 57.8342056274, weight_update_time: 0.1337346584, other_time: 2.8118324280
epoch time: 8.2899875641s, input_fired_time: 0.1262342781, output_fired_time: 0.0000000000, propagate_forward_time: 7.6782579422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854955673
validation[          , genome  5014] predictions:    9670/  10000 (96.70%), best:    9712/10000 (97.12%), error:      1089.18494, best error:      1018.52887 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 99.2428894043s, input_fired_time: 0.9020195603, output_fired_time: 0.8152376413, propagate_forward_time: 38.1278266907, propagate_backward_time: 56.7730331421, weight_update_time: 0.1273326725, other_time: 2.6247673035
epoch time: 8.1886882782s, input_fired_time: 0.1145474836, output_fired_time: 0.0000000000, propagate_forward_time: 7.6057786942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683618546
validation[          , genome  5014] predictions:    9657/  10000 (96.57%), best:    9712/10000 (97.12%), error:      1132.08960, best error:      1018.52887 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 99.6550674438s, input_fired_time: 0.9283180237, output_fired_time: 0.8031062484, propagate_forward_time: 38.2639808655, propagate_backward_time: 56.8484306335, weight_update_time: 0.1331446618, other_time: 2.8112258911
epoch time: 8.3028993607s, input_fired_time: 0.1163728759, output_fired_time: 0.0000000000, propagate_forward_time: 7.7100868225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764394760
validation[          , genome  5014] predictions:    9672/  10000 (96.72%), best:    9712/10000 (97.12%), error:      1107.41455, best error:      1018.52887 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 99.9187545776s, input_fired_time: 0.9189140201, output_fired_time: 0.8130021095, propagate_forward_time: 38.2293701172, propagate_backward_time: 57.2046623230, weight_update_time: 0.1362835467, other_time: 2.7528038025
epoch time: 8.1523580551s, input_fired_time: 0.1152785793, output_fired_time: 0.0000000000, propagate_forward_time: 7.5726323128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644474983
validation[          , genome  5014] predictions:    9660/  10000 (96.60%), best:    9712/10000 (97.12%), error:      1164.65051, best error:      1018.52887 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 98.5788116455s, input_fired_time: 0.8943535089, output_fired_time: 0.8014859557, propagate_forward_time: 37.8465423584, propagate_backward_time: 56.4360580444, weight_update_time: 0.1261785179, other_time: 2.6003723145
epoch time: 8.1867542267s, input_fired_time: 0.1145959869, output_fired_time: 0.0000000000, propagate_forward_time: 7.6075563431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646015167
validation[          , genome  5014] predictions:    9683/  10000 (96.83%), best:    9712/10000 (97.12%), error:      1118.16284, best error:      1018.52887 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 100.5623321533s, input_fired_time: 0.9298166037, output_fired_time: 0.8256875277, propagate_forward_time: 38.6199836731, propagate_backward_time: 57.3979377747, weight_update_time: 0.1289945841, other_time: 2.7889022827
epoch time: 8.2660408020s, input_fired_time: 0.1151642874, output_fired_time: 0.0000000000, propagate_forward_time: 7.6745166779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763593674
validation[          , genome  5014] predictions:    9672/  10000 (96.72%), best:    9712/10000 (97.12%), error:      1122.20325, best error:      1018.52887 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 100.1660003662s, input_fired_time: 0.9347488284, output_fired_time: 0.8176667094, propagate_forward_time: 38.4638023376, propagate_backward_time: 57.1316528320, weight_update_time: 0.1290778518, other_time: 2.8181343079
epoch time: 8.1814002991s, input_fired_time: 0.1171398461, output_fired_time: 0.0000000000, propagate_forward_time: 7.5758686066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883918762
validation[          , genome  5014] predictions:    9676/  10000 (96.76%), best:    9712/10000 (97.12%), error:      1107.49902, best error:      1018.52887 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 99.9678115845s, input_fired_time: 0.9319269061, output_fired_time: 0.8071709275, propagate_forward_time: 38.2613677979, propagate_backward_time: 57.1926765442, weight_update_time: 0.1288934648, other_time: 2.7746620178
epoch time: 8.3537092209s, input_fired_time: 0.1271258593, output_fired_time: 0.0000000000, propagate_forward_time: 7.7383079529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882755280
validation[          , genome  5014] predictions:    9678/  10000 (96.78%), best:    9712/10000 (97.12%), error:      1059.60583, best error:      1018.52887 on epoch:    81, 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: 41.3565826416s, input_fired_time: 0.5946562886, output_fired_time: 0.0000000000, propagate_forward_time: 38.1838455200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5780792236
best training[          , genome  5014] predictions:   49243/  50000 (98.49%), best:    9712/10000 (97.12%), error:      2835.09009, best error:      1018.52887 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.2615385056s, input_fired_time: 0.1162672639, output_fired_time: 0.0000000000, propagate_forward_time: 7.6668229103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784483910
   testing[          , genome  5014] predictions:    9734/  10000 (97.34%), best:    9712/10000 (97.12%), error:       907.83655, best error:      1018.52887 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:51:30 (4592): called boinc_finish(0)

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