Nameexact_genome_1512568488_41_4797_0
Workunit2595229
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline13 Dec 2017, 1:24:59 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 55 min 25 sec
CPU time2 hours 54 min 26 sec
Validate stateValid
Credit1,390.46
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.20 MB
Peak swap size157.53 MB
Peak disk usage1.70 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1211574078, output_fired_time: 0.0000000000, propagate_forward_time: 7.1396932602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034542084
validation[          , genome  4797] predictions:    9561/  10000 (95.61%), best:    9557/10000 (95.57%), error:      1502.12476, best error:      1463.00562 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.9876480103s, input_fired_time: 0.9690449238, output_fired_time: 0.8666867018, propagate_forward_time: 35.4367980957, propagate_backward_time: 54.8371009827, weight_update_time: 0.1270190328, other_time: 2.8780174255
epoch time: 7.6833620071s, input_fired_time: 0.1202639118, output_fired_time: 0.0000000000, propagate_forward_time: 7.0622129440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008850098
validation[          , genome  4797] predictions:    9544/  10000 (95.44%), best:    9557/10000 (95.57%), error:      1533.71765, best error:      1463.00562 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 95.2387008667s, input_fired_time: 0.9468720555, output_fired_time: 0.8468945622, propagate_forward_time: 35.5564651489, propagate_backward_time: 55.1234512329, weight_update_time: 0.1282220334, other_time: 2.7650222778
epoch time: 7.5773377419s, input_fired_time: 0.1207538992, output_fired_time: 0.0000000000, propagate_forward_time: 6.9658360481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907479286
validation[          , genome  4797] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1402.65527, best error:      1402.65527 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 94.6794281006s, input_fired_time: 0.9617861509, output_fired_time: 0.8546150327, propagate_forward_time: 35.3112525940, propagate_backward_time: 54.7127380371, weight_update_time: 0.1213688850, other_time: 2.8390388489
epoch time: 7.7941408157s, input_fired_time: 0.1203728840, output_fired_time: 0.0000000000, propagate_forward_time: 7.1675148010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062532425
validation[          , genome  4797] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1387.24976, best error:      1387.24976 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 95.0577697754s, input_fired_time: 0.9537708759, output_fired_time: 0.8447497487, propagate_forward_time: 35.4331245422, propagate_backward_time: 54.9915847778, weight_update_time: 0.1264484823, other_time: 2.8345375061
epoch time: 7.6336989403s, input_fired_time: 0.1205530912, output_fired_time: 0.0000000000, propagate_forward_time: 7.0265808105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865651131
validation[          , genome  4797] predictions:    9547/  10000 (95.47%), best:    9581/10000 (95.81%), error:      1548.21118, best error:      1387.24976 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 94.7425231934s, input_fired_time: 0.9680250287, output_fired_time: 0.8523688912, propagate_forward_time: 35.3189735413, propagate_backward_time: 54.7428054810, weight_update_time: 0.1221577004, other_time: 2.8603477478
epoch time: 7.6621356010s, input_fired_time: 0.1252430975, output_fired_time: 0.0000000000, propagate_forward_time: 7.0329179764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039744377
validation[          , genome  4797] predictions:    9484/  10000 (94.84%), best:    9581/10000 (95.81%), error:      1704.99451, best error:      1387.24976 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 96.0373077393s, input_fired_time: 0.9776268601, output_fired_time: 0.8573055267, propagate_forward_time: 35.8154182434, propagate_backward_time: 55.5213623047, weight_update_time: 0.1273200959, other_time: 2.8655891418
epoch time: 7.7316980362s, input_fired_time: 0.1294937134, output_fired_time: 0.0000000000, propagate_forward_time: 7.0986523628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035519600
validation[          , genome  4797] predictions:    9580/  10000 (95.80%), best:    9581/10000 (95.81%), error:      1442.82251, best error:      1387.24976 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 95.3014984131s, input_fired_time: 0.9671242237, output_fired_time: 0.8569422960, propagate_forward_time: 35.6301994324, propagate_backward_time: 55.0287322998, weight_update_time: 0.1227878034, other_time: 2.8185005188
epoch time: 7.6874551773s, input_fired_time: 0.1244288832, output_fired_time: 0.0000000000, propagate_forward_time: 7.0629196167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001068115
validation[          , genome  4797] predictions:    9537/  10000 (95.37%), best:    9581/10000 (95.81%), error:      1560.41150, best error:      1387.24976 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 95.1661834717s, input_fired_time: 0.9654923677, output_fired_time: 0.8508379459, propagate_forward_time: 35.5573272705, propagate_backward_time: 55.0132713318, weight_update_time: 0.1210213006, other_time: 2.7792549133
epoch time: 7.5763683319s, input_fired_time: 0.1224811822, output_fired_time: 0.0000000000, propagate_forward_time: 6.9611725807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927144051
validation[          , genome  4797] predictions:    9449/  10000 (94.49%), best:    9581/10000 (95.81%), error:      1767.26611, best error:      1387.24976 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 94.5857162476s, input_fired_time: 0.9616661072, output_fired_time: 0.8493317962, propagate_forward_time: 35.3370590210, propagate_backward_time: 54.6104278564, weight_update_time: 0.1216184273, other_time: 2.8272323608
epoch time: 7.6857442856s, input_fired_time: 0.1266942024, output_fired_time: 0.0000000000, propagate_forward_time: 7.0672111511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918389320
validation[          , genome  4797] predictions:    9573/  10000 (95.73%), best:    9581/10000 (95.81%), error:      1464.31238, best error:      1387.24976 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 95.4561538696s, input_fired_time: 0.9674740434, output_fired_time: 0.8616397381, propagate_forward_time: 35.5714035034, propagate_backward_time: 55.2335968018, weight_update_time: 0.1266421974, other_time: 2.8220367432
epoch time: 7.7112860680s, input_fired_time: 0.1228910014, output_fired_time: 0.0000000000, propagate_forward_time: 7.0968847275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915103912
validation[          , genome  4797] predictions:    9537/  10000 (95.37%), best:    9581/10000 (95.81%), error:      1563.99963, best error:      1387.24976 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.5128860474s, input_fired_time: 0.9845314622, output_fired_time: 0.8497516513, propagate_forward_time: 35.5775299072, propagate_backward_time: 55.2582435608, weight_update_time: 0.1220900193, other_time: 2.8428230286
epoch time: 7.7911386490s, input_fired_time: 0.1246298924, output_fired_time: 0.0000000000, propagate_forward_time: 7.1520724297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144362450
validation[          , genome  4797] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1289.64978, best error:      1289.64978 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 94.6740875244s, input_fired_time: 0.9761776924, output_fired_time: 0.8544129729, propagate_forward_time: 35.3564987183, propagate_backward_time: 54.6514282227, weight_update_time: 0.1228024811, other_time: 2.8355636597
epoch time: 7.7709307671s, input_fired_time: 0.1219308004, output_fired_time: 0.0000000000, propagate_forward_time: 7.1506748199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983253479
validation[          , genome  4797] predictions:    9625/  10000 (96.25%), best:    9632/10000 (96.32%), error:      1312.36523, best error:      1289.64978 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 94.9853668213s, input_fired_time: 0.9668298364, output_fired_time: 0.8494608998, propagate_forward_time: 35.5128974915, propagate_backward_time: 54.8565902710, weight_update_time: 0.1214219853, other_time: 2.7995872498
epoch time: 7.5889711380s, input_fired_time: 0.1207917184, output_fired_time: 0.0000000000, propagate_forward_time: 6.9852342606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829449654
validation[          , genome  4797] predictions:    9586/  10000 (95.86%), best:    9632/10000 (96.32%), error:      1445.70605, best error:      1289.64978 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 95.3883743286s, input_fired_time: 0.9585443139, output_fired_time: 0.8677517772, propagate_forward_time: 35.6199607849, propagate_backward_time: 55.1595344543, weight_update_time: 0.1207820103, other_time: 2.7825851440
epoch time: 7.7850461006s, input_fired_time: 0.1244235113, output_fired_time: 0.0000000000, propagate_forward_time: 7.1606087685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000138283
validation[          , genome  4797] predictions:    9622/  10000 (96.22%), best:    9632/10000 (96.32%), error:      1323.56311, best error:      1289.64978 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 95.4044799805s, input_fired_time: 0.9643791914, output_fired_time: 0.8557986021, propagate_forward_time: 35.5881500244, propagate_backward_time: 55.1657142639, weight_update_time: 0.1215363815, other_time: 2.8304405212
epoch time: 7.6954603195s, input_fired_time: 0.1248676181, output_fired_time: 0.0000000000, propagate_forward_time: 7.0737876892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968051910
validation[          , genome  4797] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1300.34180, best error:      1289.64978 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 95.6427764893s, input_fired_time: 0.9787976742, output_fired_time: 0.8528414965, propagate_forward_time: 35.7016792297, propagate_backward_time: 55.2985458374, weight_update_time: 0.1220036373, other_time: 2.8109092712
epoch time: 7.7071790695s, input_fired_time: 0.1237901971, output_fired_time: 0.0000000000, propagate_forward_time: 7.0834493637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999394417
validation[          , genome  4797] predictions:    9569/  10000 (95.69%), best:    9632/10000 (96.32%), error:      1410.70801, best error:      1289.64978 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 94.7624511719s, input_fired_time: 0.9666014910, output_fired_time: 0.8566706777, propagate_forward_time: 35.4306221008, propagate_backward_time: 54.7129745483, weight_update_time: 0.1219097897, other_time: 2.7955818176
epoch time: 7.8271183968s, input_fired_time: 0.1297332793, output_fired_time: 0.0000000000, propagate_forward_time: 7.1882715225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091137886
validation[          , genome  4797] predictions:    9600/  10000 (96.00%), best:    9632/10000 (96.32%), error:      1326.74109, best error:      1289.64978 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 96.5626068115s, input_fired_time: 0.9805412889, output_fired_time: 0.8725394011, propagate_forward_time: 36.1556701660, propagate_backward_time: 55.6975708008, weight_update_time: 0.1319943964, other_time: 2.8562850952
epoch time: 7.7771081924s, input_fired_time: 0.1244555861, output_fired_time: 0.0000000000, propagate_forward_time: 7.1499438286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027089119
validation[          , genome  4797] predictions:    9531/  10000 (95.31%), best:    9632/10000 (96.32%), error:      1563.95593, best error:      1289.64978 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 94.8877563477s, input_fired_time: 0.9676922560, output_fired_time: 0.8500552773, propagate_forward_time: 35.4076881409, propagate_backward_time: 54.8296699524, weight_update_time: 0.1223748922, other_time: 2.8326568604
epoch time: 7.6241517067s, input_fired_time: 0.1247375011, output_fired_time: 0.0000000000, propagate_forward_time: 6.9970455170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023689270
validation[          , genome  4797] predictions:    9620/  10000 (96.20%), best:    9632/10000 (96.32%), error:      1326.18481, best error:      1289.64978 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 95.3003082275s, input_fired_time: 0.9793533683, output_fired_time: 0.8579042554, propagate_forward_time: 35.5830879211, propagate_backward_time: 55.0300941467, weight_update_time: 0.1275987774, other_time: 2.8498687744
epoch time: 7.7614512444s, input_fired_time: 0.1219877675, output_fired_time: 0.0000000000, propagate_forward_time: 7.1437211037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957423210
validation[          , genome  4797] predictions:    9613/  10000 (96.13%), best:    9632/10000 (96.32%), error:      1330.75391, best error:      1289.64978 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 95.0420532227s, input_fired_time: 0.9777143598, output_fired_time: 0.8498412371, propagate_forward_time: 35.5223045349, propagate_backward_time: 54.8601531982, weight_update_time: 0.1215141788, other_time: 2.8320426941
epoch time: 7.7282257080s, input_fired_time: 0.1268955916, output_fired_time: 0.0000000000, propagate_forward_time: 7.1037082672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976220131
validation[          , genome  4797] predictions:    9622/  10000 (96.22%), best:    9632/10000 (96.32%), error:      1301.18579, best error:      1289.64978 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 94.7485198975s, input_fired_time: 0.9726424813, output_fired_time: 0.8427498341, propagate_forward_time: 35.4150466919, propagate_backward_time: 54.6806221008, weight_update_time: 0.1226515993, other_time: 2.8374595642
epoch time: 7.6978373528s, input_fired_time: 0.1256916821, output_fired_time: 0.0000000000, propagate_forward_time: 7.0746626854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974827766
validation[          , genome  4797] predictions:    9576/  10000 (95.76%), best:    9632/10000 (96.32%), error:      1409.69019, best error:      1289.64978 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 96.3317871094s, input_fired_time: 0.9997426867, output_fired_time: 0.8762612343, propagate_forward_time: 35.9893455505, propagate_backward_time: 55.5650215149, weight_update_time: 0.1312981099, other_time: 2.9014205933
epoch time: 7.7510404587s, input_fired_time: 0.1284304857, output_fired_time: 0.0000000000, propagate_forward_time: 7.1268844604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957256317
validation[          , genome  4797] predictions:    9601/  10000 (96.01%), best:    9632/10000 (96.32%), error:      1326.39514, best error:      1289.64978 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 95.6801528931s, input_fired_time: 1.0032534599, output_fired_time: 0.8536297083, propagate_forward_time: 35.6363792419, propagate_backward_time: 55.2778282166, weight_update_time: 0.1281591654, other_time: 2.9090652466
epoch time: 7.9183597565s, input_fired_time: 0.1263537556, output_fired_time: 0.0000000000, propagate_forward_time: 7.2777223587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142836571
validation[          , genome  4797] predictions:    9549/  10000 (95.49%), best:    9632/10000 (96.32%), error:      1498.82031, best error:      1289.64978 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 95.8003005981s, input_fired_time: 0.9712892771, output_fired_time: 0.8626565933, propagate_forward_time: 35.7629356384, propagate_backward_time: 55.3642387390, weight_update_time: 0.1216182858, other_time: 2.8391799927
epoch time: 7.5933561325s, input_fired_time: 0.1218979061, output_fired_time: 0.0000000000, propagate_forward_time: 6.9873585701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840998650
validation[          , genome  4797] predictions:    9625/  10000 (96.25%), best:    9632/10000 (96.32%), error:      1364.54846, best error:      1289.64978 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 94.8444747925s, input_fired_time: 0.9763158560, output_fired_time: 0.8436444402, propagate_forward_time: 35.3632431030, propagate_backward_time: 54.8247146606, weight_update_time: 0.1219979227, other_time: 2.8365554810
epoch time: 7.7628235817s, input_fired_time: 0.1242625043, output_fired_time: 0.0000000000, propagate_forward_time: 7.1479897499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905714989
validation[          , genome  4797] predictions:    9586/  10000 (95.86%), best:    9632/10000 (96.32%), error:      1379.55383, best error:      1289.64978 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 94.9813613892s, input_fired_time: 0.9696563482, output_fired_time: 0.8505538106, propagate_forward_time: 35.4447746277, propagate_backward_time: 54.9192428589, weight_update_time: 0.1220703796, other_time: 2.7971305847
epoch time: 7.7667393684s, input_fired_time: 0.1238652170, output_fired_time: 0.0000000000, propagate_forward_time: 7.1475887299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952855110
validation[          , genome  4797] predictions:    9618/  10000 (96.18%), best:    9632/10000 (96.32%), error:      1328.97375, best error:      1289.64978 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 95.2709503174s, input_fired_time: 0.9917557240, output_fired_time: 0.8480702639, propagate_forward_time: 35.5179634094, propagate_backward_time: 55.1149482727, weight_update_time: 0.1206246838, other_time: 2.7982177734
epoch time: 7.9120693207s, input_fired_time: 0.1237647086, output_fired_time: 0.0000000000, propagate_forward_time: 7.2855134010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027914047
validation[          , genome  4797] predictions:    9539/  10000 (95.39%), best:    9632/10000 (96.32%), error:      1536.71411, best error:      1289.64978 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 96.9371566772s, input_fired_time: 0.9841477275, output_fired_time: 0.8551687002, propagate_forward_time: 36.1225242615, propagate_backward_time: 56.0928878784, weight_update_time: 0.1272253990, other_time: 2.8824272156
epoch time: 7.6434116364s, input_fired_time: 0.1239412203, output_fired_time: 0.0000000000, propagate_forward_time: 7.0167388916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027313232
validation[          , genome  4797] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1282.16663, best error:      1282.16663 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 94.8137054443s, input_fired_time: 0.9753512740, output_fired_time: 0.8419950008, propagate_forward_time: 35.4126243591, propagate_backward_time: 54.7823638916, weight_update_time: 0.1212935075, other_time: 2.8013725281
epoch time: 7.8621058464s, input_fired_time: 0.1299152076, output_fired_time: 0.0000000000, propagate_forward_time: 7.2319846153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002059937
validation[          , genome  4797] predictions:    9568/  10000 (95.68%), best:    9613/10000 (96.13%), error:      1437.07971, best error:      1282.16663 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 95.2295074463s, input_fired_time: 0.9718416929, output_fired_time: 0.8470801115, propagate_forward_time: 35.4836845398, propagate_backward_time: 55.0823974609, weight_update_time: 0.1221683994, other_time: 2.8445091248
epoch time: 7.8708834648s, input_fired_time: 0.1309697032, output_fired_time: 0.0000000000, propagate_forward_time: 7.2221512794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177626610
validation[          , genome  4797] predictions:    9587/  10000 (95.87%), best:    9613/10000 (96.13%), error:      1386.80029, best error:      1282.16663 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 95.9268951416s, input_fired_time: 0.9830166101, output_fired_time: 0.8727842569, propagate_forward_time: 35.8082923889, propagate_backward_time: 55.4459114075, weight_update_time: 0.1213338822, other_time: 2.8168869019
epoch time: 7.8194971085s, input_fired_time: 0.1277052164, output_fired_time: 0.0000000000, propagate_forward_time: 7.1782174110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135746002
validation[          , genome  4797] predictions:    9617/  10000 (96.17%), best:    9613/10000 (96.13%), error:      1295.06335, best error:      1282.16663 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.0029296875s, input_fired_time: 0.9786995053, output_fired_time: 0.8486949205, propagate_forward_time: 35.4231109619, propagate_backward_time: 54.9206085205, weight_update_time: 0.1265466362, other_time: 2.8318176270
epoch time: 7.7634506226s, input_fired_time: 0.1238491163, output_fired_time: 0.0000000000, propagate_forward_time: 7.1395640373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000376701
validation[          , genome  4797] predictions:    9573/  10000 (95.73%), best:    9613/10000 (96.13%), error:      1405.81091, best error:      1282.16663 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 95.5111465454s, input_fired_time: 1.0069466829, output_fired_time: 0.8641356230, propagate_forward_time: 35.5573387146, propagate_backward_time: 55.2165107727, weight_update_time: 0.1259567440, other_time: 2.8662109375
epoch time: 7.8687992096s, input_fired_time: 0.1336271763, output_fired_time: 0.0000000000, propagate_forward_time: 7.2316188812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035533905
validation[          , genome  4797] predictions:    9571/  10000 (95.71%), best:    9613/10000 (96.13%), error:      1408.38928, best error:      1282.16663 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 96.7798538208s, input_fired_time: 0.9918023348, output_fired_time: 0.8643345237, propagate_forward_time: 36.0582427979, propagate_backward_time: 55.9956665039, weight_update_time: 0.1363600791, other_time: 2.8698043823
epoch time: 7.7462291718s, input_fired_time: 0.1236315444, output_fired_time: 0.0000000000, propagate_forward_time: 7.1245665550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980311394
validation[          , genome  4797] predictions:    9577/  10000 (95.77%), best:    9613/10000 (96.13%), error:      1398.24792, best error:      1282.16663 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 95.2125396729s, input_fired_time: 0.9977908134, output_fired_time: 0.8686449528, propagate_forward_time: 35.5527839661, propagate_backward_time: 54.9805717468, weight_update_time: 0.1211664602, other_time: 2.8127517700
epoch time: 7.8648009300s, input_fired_time: 0.1349531859, output_fired_time: 0.0000000000, propagate_forward_time: 7.2245850563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052628517
validation[          , genome  4797] predictions:    9592/  10000 (95.92%), best:    9613/10000 (96.13%), error:      1398.67249, best error:      1282.16663 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 95.4837188721s, input_fired_time: 0.9699355364, output_fired_time: 0.8616028428, propagate_forward_time: 35.6383552551, propagate_backward_time: 55.2255554199, weight_update_time: 0.1213830709, other_time: 2.7882728577
epoch time: 7.7038908005s, input_fired_time: 0.1239091977, output_fired_time: 0.0000000000, propagate_forward_time: 7.0889191628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910626411
validation[          , genome  4797] predictions:    9609/  10000 (96.09%), best:    9613/10000 (96.13%), error:      1322.77234, best error:      1282.16663 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 95.5548934937s, input_fired_time: 0.9894944429, output_fired_time: 0.8614499569, propagate_forward_time: 35.6610527039, propagate_backward_time: 55.2322845459, weight_update_time: 0.1211941838, other_time: 2.8106117249
epoch time: 7.7074923515s, input_fired_time: 0.1300792843, output_fired_time: 0.0000000000, propagate_forward_time: 7.0810604095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963526726
validation[          , genome  4797] predictions:    9624/  10000 (96.24%), best:    9624/10000 (96.24%), error:      1271.80383, best error:      1271.80383 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 95.1311035156s, input_fired_time: 0.9773837328, output_fired_time: 0.8586492538, propagate_forward_time: 35.5060310364, propagate_backward_time: 54.9805831909, weight_update_time: 0.1209206358, other_time: 2.8084526062
epoch time: 7.8158631325s, input_fired_time: 0.1266170889, output_fired_time: 0.0000000000, propagate_forward_time: 7.1862111092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030350685
validation[          , genome  4797] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1244.01721, best error:      1244.01721 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 94.5198364258s, input_fired_time: 0.9770832062, output_fired_time: 0.8472676277, propagate_forward_time: 35.2437629700, propagate_backward_time: 54.5931320190, weight_update_time: 0.1298807412, other_time: 2.8585929871
epoch time: 7.9277000427s, input_fired_time: 0.1323642731, output_fired_time: 0.0000000000, propagate_forward_time: 7.2768645287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184712410
validation[          , genome  4797] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1218.89697, best error:      1218.89697 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 95.8129348755s, input_fired_time: 1.0006278753, output_fired_time: 0.8507301807, propagate_forward_time: 35.6972656250, propagate_backward_time: 55.4307479858, weight_update_time: 0.1211771071, other_time: 2.8335647583
epoch time: 7.7178378105s, input_fired_time: 0.1238504052, output_fired_time: 0.0000000000, propagate_forward_time: 7.0900726318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039148331
validation[          , genome  4797] predictions:    9585/  10000 (95.85%), best:    9632/10000 (96.32%), error:      1380.19751, best error:      1218.89697 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 95.9969482422s, input_fired_time: 0.9886308312, output_fired_time: 0.8585992455, propagate_forward_time: 35.8246650696, propagate_backward_time: 55.4775733948, weight_update_time: 0.1331191510, other_time: 2.8474807739
epoch time: 7.8902511597s, input_fired_time: 0.1251612306, output_fired_time: 0.0000000000, propagate_forward_time: 7.2552070618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098829269
validation[          , genome  4797] predictions:    9618/  10000 (96.18%), best:    9632/10000 (96.32%), error:      1270.63452, best error:      1218.89697 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 94.8948974609s, input_fired_time: 0.9804076552, output_fired_time: 0.8528502584, propagate_forward_time: 35.4421424866, propagate_backward_time: 54.7560043335, weight_update_time: 0.1217647940, other_time: 2.8634910583
epoch time: 7.6562743187s, input_fired_time: 0.1274833083, output_fired_time: 0.0000000000, propagate_forward_time: 7.0105223656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182685852
validation[          , genome  4797] predictions:    9575/  10000 (95.75%), best:    9632/10000 (96.32%), error:      1360.86414, best error:      1218.89697 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.8634796143s, input_fired_time: 0.9771569371, output_fired_time: 0.8554368019, propagate_forward_time: 35.3849334717, propagate_backward_time: 54.7848014832, weight_update_time: 0.1218748763, other_time: 2.8611488342
epoch time: 7.6954145432s, input_fired_time: 0.1304995567, output_fired_time: 0.0000000000, propagate_forward_time: 7.0663146973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986004829
validation[          , genome  4797] predictions:    9605/  10000 (96.05%), best:    9632/10000 (96.32%), error:      1305.51440, best error:      1218.89697 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 94.7168121338s, input_fired_time: 0.9885773063, output_fired_time: 0.8476450443, propagate_forward_time: 35.3958053589, propagate_backward_time: 54.6293067932, weight_update_time: 0.1264357865, other_time: 2.8554725647
epoch time: 7.7717404366s, input_fired_time: 0.1245095134, output_fired_time: 0.0000000000, propagate_forward_time: 7.1578407288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893903732
validation[          , genome  4797] predictions:    9590/  10000 (95.90%), best:    9632/10000 (96.32%), error:      1312.91870, best error:      1218.89697 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 95.5309829712s, input_fired_time: 0.9909793139, output_fired_time: 0.8445034027, propagate_forward_time: 35.5971755981, propagate_backward_time: 55.2701377869, weight_update_time: 0.1213609129, other_time: 2.8281822205
epoch time: 7.6828145981s, input_fired_time: 0.1281812191, output_fired_time: 0.0000000000, propagate_forward_time: 7.0388922691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157408714
validation[          , genome  4797] predictions:    9619/  10000 (96.19%), best:    9632/10000 (96.32%), error:      1278.82312, best error:      1218.89697 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 95.3406372070s, input_fired_time: 0.9896053672, output_fired_time: 0.8505306244, propagate_forward_time: 35.6149406433, propagate_backward_time: 55.0200195313, weight_update_time: 0.1220384017, other_time: 2.8655357361
epoch time: 7.6927094460s, input_fired_time: 0.1250662804, output_fired_time: 0.0000000000, propagate_forward_time: 7.0795087814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881343842
validation[          , genome  4797] predictions:    9600/  10000 (96.00%), best:    9632/10000 (96.32%), error:      1361.70471, best error:      1218.89697 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 95.4405364990s, input_fired_time: 0.9919573069, output_fired_time: 0.8633909822, propagate_forward_time: 35.5974044800, propagate_backward_time: 55.1215972900, weight_update_time: 0.1223243773, other_time: 2.8661880493
epoch time: 7.6987943649s, input_fired_time: 0.1330191940, output_fired_time: 0.0000000000, propagate_forward_time: 7.0555653572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102100372
validation[          , genome  4797] predictions:    9595/  10000 (95.95%), best:    9632/10000 (96.32%), error:      1330.10327, best error:      1218.89697 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 95.1093902588s, input_fired_time: 0.9976295233, output_fired_time: 0.8510272503, propagate_forward_time: 35.4618492126, propagate_backward_time: 54.9343795776, weight_update_time: 0.1261665672, other_time: 2.8645057678
epoch time: 7.8209638596s, input_fired_time: 0.1361744851, output_fired_time: 0.0000000000, propagate_forward_time: 7.1612834930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235056877
validation[          , genome  4797] predictions:    9607/  10000 (96.07%), best:    9632/10000 (96.32%), error:      1320.69067, best error:      1218.89697 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.4950408936s, input_fired_time: 0.9794979095, output_fired_time: 0.8458502293, propagate_forward_time: 35.2856178284, propagate_backward_time: 54.5580787659, weight_update_time: 0.1216176823, other_time: 2.8259963989
epoch time: 7.6724462509s, input_fired_time: 0.1269913167, output_fired_time: 0.0000000000, propagate_forward_time: 7.0471391678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983158112
validation[          , genome  4797] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1214.14026, best error:      1214.14026 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 94.3960494995s, input_fired_time: 0.9849399924, output_fired_time: 0.8480529785, propagate_forward_time: 35.1951255798, propagate_backward_time: 54.5249748230, weight_update_time: 0.1222002506, other_time: 2.8429565430
epoch time: 7.7520461082s, input_fired_time: 0.1308244020, output_fired_time: 0.0000000000, propagate_forward_time: 7.1209549904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002665520
validation[          , genome  4797] predictions:    9639/  10000 (96.39%), best:    9645/10000 (96.45%), error:      1252.31055, best error:      1214.14026 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 95.8480377197s, input_fired_time: 1.0299102068, output_fired_time: 0.8625106215, propagate_forward_time: 35.7122612000, propagate_backward_time: 55.3395538330, weight_update_time: 0.1335865706, other_time: 2.9038047791
epoch time: 7.7478594780s, input_fired_time: 0.1255823970, output_fired_time: 0.0000000000, propagate_forward_time: 7.1239929199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982843399
validation[          , genome  4797] predictions:    9627/  10000 (96.27%), best:    9645/10000 (96.45%), error:      1272.86011, best error:      1214.14026 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 94.4733505249s, input_fired_time: 0.9812335968, output_fired_time: 0.8402829766, propagate_forward_time: 35.2327346802, propagate_backward_time: 54.5970115662, weight_update_time: 0.1212663874, other_time: 2.8220863342
epoch time: 7.9757280350s, input_fired_time: 0.1341315955, output_fired_time: 0.0000000000, propagate_forward_time: 7.3215451241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200514793
validation[          , genome  4797] predictions:    9589/  10000 (95.89%), best:    9645/10000 (96.45%), error:      1396.58191, best error:      1214.14026 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 95.2117385864s, input_fired_time: 0.9931357503, output_fired_time: 0.8538643718, propagate_forward_time: 35.5109748840, propagate_backward_time: 54.9841651917, weight_update_time: 0.1224812940, other_time: 2.8695983887
epoch time: 7.7615284920s, input_fired_time: 0.1258798987, output_fired_time: 0.0000000000, propagate_forward_time: 7.1362743378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993743896
validation[          , genome  4797] predictions:    9639/  10000 (96.39%), best:    9645/10000 (96.45%), error:      1220.44226, best error:      1214.14026 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 95.6198806763s, input_fired_time: 0.9779257774, output_fired_time: 0.8673540354, propagate_forward_time: 35.6469078064, propagate_backward_time: 55.3040046692, weight_update_time: 0.1216265038, other_time: 2.8236846924
epoch time: 7.7246570587s, input_fired_time: 0.1290674061, output_fired_time: 0.0000000000, propagate_forward_time: 7.0907092094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048804283
validation[          , genome  4797] predictions:    9615/  10000 (96.15%), best:    9645/10000 (96.45%), error:      1245.10132, best error:      1214.14026 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 95.6503448486s, input_fired_time: 0.9832898974, output_fired_time: 0.8512035608, propagate_forward_time: 35.6586341858, propagate_backward_time: 55.3802642822, weight_update_time: 0.1256680787, other_time: 2.7769508362
epoch time: 7.6455721855s, input_fired_time: 0.1277373135, output_fired_time: 0.0000000000, propagate_forward_time: 7.0228176117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950170517
validation[          , genome  4797] predictions:    9608/  10000 (96.08%), best:    9645/10000 (96.45%), error:      1266.67334, best error:      1214.14026 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 95.1107482910s, input_fired_time: 0.9780604839, output_fired_time: 0.8504619002, propagate_forward_time: 35.4885292053, propagate_backward_time: 55.0099639893, weight_update_time: 0.1206518188, other_time: 2.7837333679
epoch time: 7.4707002640s, input_fired_time: 0.1267926097, output_fired_time: 0.0000000000, propagate_forward_time: 6.8550624847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888453484
validation[          , genome  4797] predictions:    9591/  10000 (95.91%), best:    9645/10000 (96.45%), error:      1376.04272, best error:      1214.14026 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 96.6246948242s, input_fired_time: 0.9873406291, output_fired_time: 0.8749666214, propagate_forward_time: 36.0980720520, propagate_backward_time: 55.8316345215, weight_update_time: 0.1209629253, other_time: 2.8326759338
epoch time: 7.6807656288s, input_fired_time: 0.1253944039, output_fired_time: 0.0000000000, propagate_forward_time: 7.0684099197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869613647
validation[          , genome  4797] predictions:    9624/  10000 (96.24%), best:    9645/10000 (96.45%), error:      1296.92004, best error:      1214.14026 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 95.3630981445s, input_fired_time: 0.9934177399, output_fired_time: 0.8582590818, propagate_forward_time: 35.6486396790, propagate_backward_time: 55.0074615479, weight_update_time: 0.1225661635, other_time: 2.8553199768
epoch time: 7.7454996109s, input_fired_time: 0.1248629317, output_fired_time: 0.0000000000, propagate_forward_time: 7.1229324341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977040291
validation[          , genome  4797] predictions:    9631/  10000 (96.31%), best:    9645/10000 (96.45%), error:      1239.04919, best error:      1214.14026 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 95.3064193726s, input_fired_time: 0.9934049845, output_fired_time: 0.8590868115, propagate_forward_time: 35.5113449097, propagate_backward_time: 55.0768814087, weight_update_time: 0.1272847652, other_time: 2.8656997681
epoch time: 7.7345738411s, input_fired_time: 0.1275336146, output_fired_time: 0.0000000000, propagate_forward_time: 7.1230211258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840192795
validation[          , genome  4797] predictions:    9627/  10000 (96.27%), best:    9645/10000 (96.45%), error:      1242.46375, best error:      1214.14026 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.1321792603s, input_fired_time: 0.9941064715, output_fired_time: 0.8596290350, propagate_forward_time: 35.4355201721, propagate_backward_time: 55.0239906311, weight_update_time: 0.1203823537, other_time: 2.8189315796
epoch time: 7.7745943069s, input_fired_time: 0.1335448176, output_fired_time: 0.0000000000, propagate_forward_time: 7.1378359795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032134056
validation[          , genome  4797] predictions:    9653/  10000 (96.53%), best:    9645/10000 (96.45%), error:      1242.84534, best error:      1214.14026 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 94.6650924683s, input_fired_time: 0.9934526682, output_fired_time: 0.8459546566, propagate_forward_time: 35.3325080872, propagate_backward_time: 54.6626091003, weight_update_time: 0.1218181178, other_time: 2.8305664063
epoch time: 7.7770047188s, input_fired_time: 0.1273848116, output_fired_time: 0.0000000000, propagate_forward_time: 7.1472463608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023736954
validation[          , genome  4797] predictions:    9633/  10000 (96.33%), best:    9645/10000 (96.45%), error:      1276.17371, best error:      1214.14026 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.7044219971s, input_fired_time: 1.0009855032, output_fired_time: 0.8674470782, propagate_forward_time: 35.7885704041, propagate_backward_time: 55.1804275513, weight_update_time: 0.1298751086, other_time: 2.8669929504
epoch time: 7.7686085701s, input_fired_time: 0.1305983812, output_fired_time: 0.0000000000, propagate_forward_time: 7.1335067749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045032501
validation[          , genome  4797] predictions:    9606/  10000 (96.06%), best:    9645/10000 (96.45%), error:      1344.12134, best error:      1214.14026 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 96.8591613770s, input_fired_time: 1.0130689144, output_fired_time: 0.8691551089, propagate_forward_time: 36.1104125977, propagate_backward_time: 55.9933815002, weight_update_time: 0.1217565536, other_time: 2.8731422424
epoch time: 7.8551287651s, input_fired_time: 0.1275491118, output_fired_time: 0.0000000000, propagate_forward_time: 7.2274475098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001320839
validation[          , genome  4797] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1211.41968, best error:      1211.41968 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 94.8646926880s, input_fired_time: 0.9824370146, output_fired_time: 0.8616999984, propagate_forward_time: 35.5054740906, propagate_backward_time: 54.6934509277, weight_update_time: 0.1214896441, other_time: 2.8216285706
epoch time: 7.7730283737s, input_fired_time: 0.1314015090, output_fired_time: 0.0000000000, propagate_forward_time: 7.1457376480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958891869
validation[          , genome  4797] predictions:    9639/  10000 (96.39%), best:    9644/10000 (96.44%), error:      1227.85767, best error:      1211.41968 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 96.7607879639s, input_fired_time: 1.0030337572, output_fired_time: 0.8597209454, propagate_forward_time: 36.0927619934, propagate_backward_time: 55.9409828186, weight_update_time: 0.1278460771, other_time: 2.8642883301
epoch time: 7.7074904442s, input_fired_time: 0.1289763749, output_fired_time: 0.0000000000, propagate_forward_time: 7.0835895538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949245453
validation[          , genome  4797] predictions:    9617/  10000 (96.17%), best:    9644/10000 (96.44%), error:      1287.81750, best error:      1211.41968 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 94.7239913940s, input_fired_time: 0.9919796586, output_fired_time: 0.8453344107, propagate_forward_time: 35.3014984131, propagate_backward_time: 54.7424926758, weight_update_time: 0.1217202842, other_time: 2.8426818848
epoch time: 7.6464185715s, input_fired_time: 0.1285925061, output_fired_time: 0.0000000000, propagate_forward_time: 7.0225591660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952669144
validation[          , genome  4797] predictions:    9648/  10000 (96.48%), best:    9644/10000 (96.44%), error:      1235.04822, best error:      1211.41968 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.3619232178s, input_fired_time: 0.9878122807, output_fired_time: 0.8403981328, propagate_forward_time: 35.1905250549, propagate_backward_time: 54.4875144958, weight_update_time: 0.1212664768, other_time: 2.8556671143
epoch time: 7.7366528511s, input_fired_time: 0.1292873025, output_fired_time: 0.0000000000, propagate_forward_time: 7.1039052010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034604073
validation[          , genome  4797] predictions:    9618/  10000 (96.18%), best:    9644/10000 (96.44%), error:      1263.76904, best error:      1211.41968 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.3665847778s, input_fired_time: 1.0135854483, output_fired_time: 0.8536298275, propagate_forward_time: 35.5788993835, propagate_backward_time: 55.0377922058, weight_update_time: 0.1222944260, other_time: 2.8826751709
epoch time: 8.0338811874s, input_fired_time: 0.1478195935, output_fired_time: 0.0000000000, propagate_forward_time: 7.3743810654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116806030
validation[          , genome  4797] predictions:    9561/  10000 (95.61%), best:    9644/10000 (96.44%), error:      1486.44360, best error:      1211.41968 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 95.3778228760s, input_fired_time: 1.0016093254, output_fired_time: 0.8530606627, propagate_forward_time: 35.5485458374, propagate_backward_time: 55.0792579651, weight_update_time: 0.1219935790, other_time: 2.8953514099
epoch time: 7.7636923790s, input_fired_time: 0.1326752007, output_fired_time: 0.0000000000, propagate_forward_time: 7.1275663376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034508705
validation[          , genome  4797] predictions:    9604/  10000 (96.04%), best:    9644/10000 (96.44%), error:      1326.08838, best error:      1211.41968 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 95.1682662964s, input_fired_time: 0.9889410138, output_fired_time: 0.8591185212, propagate_forward_time: 35.4882812500, propagate_backward_time: 55.0071792603, weight_update_time: 0.1263042092, other_time: 2.8247528076
epoch time: 7.7262334824s, input_fired_time: 0.1315267980, output_fired_time: 0.0000000000, propagate_forward_time: 7.0490689278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456376076
validation[          , genome  4797] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1170.99646, best error:      1170.99646 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 94.6713256836s, input_fired_time: 0.9958022237, output_fired_time: 0.8500409126, propagate_forward_time: 35.2750511169, propagate_backward_time: 54.7047882080, weight_update_time: 0.1213442683, other_time: 2.8456382751
epoch time: 7.6781177521s, input_fired_time: 0.1273976713, output_fired_time: 0.0000000000, propagate_forward_time: 7.0633807182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873394966
validation[          , genome  4797] predictions:    9658/  10000 (96.58%), best:    9652/10000 (96.52%), error:      1185.74438, best error:      1170.99646 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 95.3991928101s, input_fired_time: 0.9837761521, output_fired_time: 0.8539552689, propagate_forward_time: 35.5979118347, propagate_backward_time: 55.1450309753, weight_update_time: 0.1205067486, other_time: 2.8185119629
epoch time: 7.7512445450s, input_fired_time: 0.1312536150, output_fired_time: 0.0000000000, propagate_forward_time: 7.1190800667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009107590
validation[          , genome  4797] predictions:    9619/  10000 (96.19%), best:    9652/10000 (96.52%), error:      1314.87268, best error:      1170.99646 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.5551681519s, input_fired_time: 0.9902725220, output_fired_time: 0.8508381248, propagate_forward_time: 35.7313728333, propagate_backward_time: 55.1899414063, weight_update_time: 0.1220727861, other_time: 2.7927436829
epoch time: 7.7983770370s, input_fired_time: 0.1310269088, output_fired_time: 0.0000000000, propagate_forward_time: 7.1627736092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045766830
validation[          , genome  4797] predictions:    9615/  10000 (96.15%), best:    9652/10000 (96.52%), error:      1310.44397, best error:      1170.99646 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.0012817383s, input_fired_time: 0.9930371046, output_fired_time: 0.8429204226, propagate_forward_time: 35.4454078674, propagate_backward_time: 54.8863258362, weight_update_time: 0.1216994897, other_time: 2.8335952759
epoch time: 7.7697639465s, input_fired_time: 0.1317313164, output_fired_time: 0.0000000000, propagate_forward_time: 7.1300883293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079441071
validation[          , genome  4797] predictions:    9631/  10000 (96.31%), best:    9652/10000 (96.52%), error:      1266.87085, best error:      1170.99646 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 94.2477722168s, input_fired_time: 0.9858638048, output_fired_time: 0.8401564360, propagate_forward_time: 35.1374282837, propagate_backward_time: 54.4236373901, weight_update_time: 0.1209334880, other_time: 2.8606872559
epoch time: 7.8861250877s, input_fired_time: 0.1345658153, output_fired_time: 0.0000000000, propagate_forward_time: 7.2390737534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124855042
validation[          , genome  4797] predictions:    9635/  10000 (96.35%), best:    9652/10000 (96.52%), error:      1246.92407, best error:      1170.99646 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.5944290161s, input_fired_time: 1.0274487734, output_fired_time: 0.8634373546, propagate_forward_time: 35.6258926392, propagate_backward_time: 55.2393875122, weight_update_time: 0.1217092052, other_time: 2.8382644653
epoch time: 7.6136784554s, input_fired_time: 0.1268575191, output_fired_time: 0.0000000000, propagate_forward_time: 6.9997611046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870600700
validation[          , genome  4797] predictions:    9650/  10000 (96.50%), best:    9652/10000 (96.52%), error:      1234.90527, best error:      1170.99646 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.9131469727s, input_fired_time: 1.0075640678, output_fired_time: 0.8541240692, propagate_forward_time: 35.3968009949, propagate_backward_time: 54.8194198608, weight_update_time: 0.1223816723, other_time: 2.8352394104
epoch time: 7.7393283844s, input_fired_time: 0.1298510283, output_fired_time: 0.0000000000, propagate_forward_time: 7.1120047569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974727631
validation[          , genome  4797] predictions:    9637/  10000 (96.37%), best:    9652/10000 (96.52%), error:      1266.57300, best error:      1170.99646 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 94.8441848755s, input_fired_time: 0.9959273934, output_fired_time: 0.8553863168, propagate_forward_time: 35.3539047241, propagate_backward_time: 54.8039741516, weight_update_time: 0.1229001135, other_time: 2.8349952698
epoch time: 7.6745386124s, input_fired_time: 0.1314801127, output_fired_time: 0.0000000000, propagate_forward_time: 7.0450110435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980473518
validation[          , genome  4797] predictions:    9626/  10000 (96.26%), best:    9652/10000 (96.52%), error:      1278.08179, best error:      1170.99646 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 94.2672653198s, input_fired_time: 1.0027743578, output_fired_time: 0.8561735153, propagate_forward_time: 35.1120948792, propagate_backward_time: 54.4087791443, weight_update_time: 0.1217214242, other_time: 2.8874435425
epoch time: 7.6811184883s, input_fired_time: 0.1319734901, output_fired_time: 0.0000000000, propagate_forward_time: 7.0442767143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048685074
validation[          , genome  4797] predictions:    9617/  10000 (96.17%), best:    9652/10000 (96.52%), error:      1259.17590, best error:      1170.99646 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 98.2440261841s, input_fired_time: 1.0064746141, output_fired_time: 0.8780941963, propagate_forward_time: 36.5074844360, propagate_backward_time: 56.9116630554, weight_update_time: 0.1263742596, other_time: 2.9403038025
epoch time: 7.7027359009s, input_fired_time: 0.1298385859, output_fired_time: 0.0000000000, propagate_forward_time: 7.0750565529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978408813
validation[          , genome  4797] predictions:    9637/  10000 (96.37%), best:    9652/10000 (96.52%), error:      1229.69092, best error:      1170.99646 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 95.7415695190s, input_fired_time: 1.0063508749, output_fired_time: 0.8518226147, propagate_forward_time: 35.7045402527, propagate_backward_time: 55.3212509155, weight_update_time: 0.1212901175, other_time: 2.8576087952
epoch time: 7.8813710213s, input_fired_time: 0.1362923235, output_fired_time: 0.0000000000, propagate_forward_time: 7.2435088158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015697479
validation[          , genome  4797] predictions:    9629/  10000 (96.29%), best:    9652/10000 (96.52%), error:      1208.72522, best error:      1170.99646 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.9975814819s, input_fired_time: 0.9915201664, output_fired_time: 0.8554804325, propagate_forward_time: 35.4441757202, propagate_backward_time: 54.8932189941, weight_update_time: 0.1214128956, other_time: 2.8131790161
epoch time: 7.8479056358s, input_fired_time: 0.1285286248, output_fired_time: 0.0000000000, propagate_forward_time: 7.2063097954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130672455
validation[          , genome  4797] predictions:    9626/  10000 (96.26%), best:    9652/10000 (96.52%), error:      1289.10718, best error:      1170.99646 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 95.1522445679s, input_fired_time: 0.9931186438, output_fired_time: 0.8543985486, propagate_forward_time: 35.5304756165, propagate_backward_time: 54.9698257446, weight_update_time: 0.1208196133, other_time: 2.8044242859
epoch time: 7.6999192238s, input_fired_time: 0.1292738020, output_fired_time: 0.0000000000, propagate_forward_time: 7.0751585960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954867363
validation[          , genome  4797] predictions:    9620/  10000 (96.20%), best:    9652/10000 (96.52%), error:      1283.46924, best error:      1170.99646 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.6084594727s, input_fired_time: 1.0006332397, output_fired_time: 0.8767720461, propagate_forward_time: 35.6775474548, propagate_backward_time: 55.2391586304, weight_update_time: 0.1212575436, other_time: 2.8143501282
epoch time: 7.4834690094s, input_fired_time: 0.1276311874, output_fired_time: 0.0000000000, propagate_forward_time: 6.8732066154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826312065
validation[          , genome  4797] predictions:    9644/  10000 (96.44%), best:    9652/10000 (96.52%), error:      1247.26636, best error:      1170.99646 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.5759506226s, input_fired_time: 0.9995321631, output_fired_time: 0.8422712088, propagate_forward_time: 35.2746963501, propagate_backward_time: 54.6050910950, weight_update_time: 0.1314700395, other_time: 2.8543586731
epoch time: 8.0279750824s, input_fired_time: 0.1448999941, output_fired_time: 0.0000000000, propagate_forward_time: 7.3747501373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083250999
validation[          , genome  4797] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1177.76392, best error:      1170.99646 on epoch:    85, 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: 39.2870979309s, input_fired_time: 0.6622018814, output_fired_time: 0.0000000000, propagate_forward_time: 35.9043655396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7205314636
best training[          , genome  4797] predictions:   49163/  50000 (98.33%), best:    9652/10000 (96.52%), error:      3184.88013, best error:      1170.99646 on epoch:    85, 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: 7.8974361420s, input_fired_time: 0.1340051740, output_fired_time: 0.0000000000, propagate_forward_time: 7.2396984100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237326622
   testing[          , genome  4797] predictions:    9684/  10000 (96.84%), best:    9652/10000 (96.52%), error:      1047.32556, best error:      1170.99646 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:07:21 (6360): called boinc_finish(0)

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