Nameexact_genome_1512568488_45_6699_0
Workunit2604706
Created7 Dec 2017, 21:19:57 UTC
Sent7 Dec 2017, 21:24:16 UTC
Report deadline14 Dec 2017, 1:49:53 UTC
Received8 Dec 2017, 15:31:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 15 min 15 sec
CPU time3 hours 15 min 11 sec
Validate stateValid
Credit1,546.12
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.44 MB
Peak swap size153.20 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 105.7729873657s, input_fired_time: 0.9278857708, output_fired_time: 0.6716634631, propagate_forward_time: 42.1264343262, propagate_backward_time: 59.5819969177, weight_update_time: 0.1245261654, other_time: 2.4650077820
epoch time: 8.9499959946s, input_fired_time: 0.1028333828, output_fired_time: 0.0000000000, propagate_forward_time: 8.4067096710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404525757
validation[          , genome  6699] predictions:    9637/  10000 (96.37%), best:    9677/10000 (96.77%), error:      1174.83423, best error:      1033.77881 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 105.4427719116s, input_fired_time: 0.9297341108, output_fired_time: 0.6709033847, propagate_forward_time: 42.0164947510, propagate_backward_time: 59.3473472595, weight_update_time: 0.1236538216, other_time: 2.4782905579
epoch time: 9.0723199844s, input_fired_time: 0.1042108759, output_fired_time: 0.0000000000, propagate_forward_time: 8.5174140930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506950378
validation[          , genome  6699] predictions:    9643/  10000 (96.43%), best:    9677/10000 (96.77%), error:      1139.93091, best error:      1033.77881 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 105.3077926636s, input_fired_time: 0.9296742082, output_fired_time: 0.6673755646, propagate_forward_time: 41.9974098206, propagate_backward_time: 59.2418441772, weight_update_time: 0.1238241047, other_time: 2.4714927673
epoch time: 8.9706058502s, input_fired_time: 0.1030142382, output_fired_time: 0.0000000000, propagate_forward_time: 8.4233112335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442806244
validation[          , genome  6699] predictions:    9680/  10000 (96.80%), best:    9677/10000 (96.77%), error:      1063.56677, best error:      1033.77881 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 105.4379577637s, input_fired_time: 0.9287296534, output_fired_time: 0.6706438065, propagate_forward_time: 41.9817886353, propagate_backward_time: 59.3783721924, weight_update_time: 0.1245469674, other_time: 2.4784240723
epoch time: 8.8904590607s, input_fired_time: 0.1018083543, output_fired_time: 0.0000000000, propagate_forward_time: 8.3443641663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442863464
validation[          , genome  6699] predictions:    9637/  10000 (96.37%), best:    9677/10000 (96.77%), error:      1175.27942, best error:      1033.77881 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 103.7961196899s, input_fired_time: 0.9191883206, output_fired_time: 0.6610490084, propagate_forward_time: 41.2958374023, propagate_backward_time: 58.4747123718, weight_update_time: 0.1224603504, other_time: 2.4453315735
epoch time: 9.0547189713s, input_fired_time: 0.1030130461, output_fired_time: 0.0000000000, propagate_forward_time: 8.5030727386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486331940
validation[          , genome  6699] predictions:    9621/  10000 (96.21%), best:    9677/10000 (96.77%), error:      1172.41040, best error:      1033.77881 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 104.0495986938s, input_fired_time: 0.9217993021, output_fired_time: 0.6604686379, propagate_forward_time: 41.4359245300, propagate_backward_time: 58.5822410583, weight_update_time: 0.1225987002, other_time: 2.4491653442
epoch time: 9.0362386703s, input_fired_time: 0.1044500619, output_fired_time: 0.0000000000, propagate_forward_time: 8.4868249893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449634552
validation[          , genome  6699] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1001.24561, best error:      1001.24561 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 106.6629104614s, input_fired_time: 0.9363251925, output_fired_time: 0.6765797138, propagate_forward_time: 42.3885879517, propagate_backward_time: 60.1834373474, weight_update_time: 0.1256871819, other_time: 2.4779777527
epoch time: 9.0324382782s, input_fired_time: 0.1041712835, output_fired_time: 0.0000000000, propagate_forward_time: 8.4807119370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475545883
validation[          , genome  6699] predictions:    9687/  10000 (96.87%), best:    9686/10000 (96.86%), error:      1058.56079, best error:      1001.24561 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 104.3312225342s, input_fired_time: 0.9243828058, output_fired_time: 0.6598072052, propagate_forward_time: 41.5458908081, propagate_backward_time: 58.7500839233, weight_update_time: 0.1224788055, other_time: 2.4510574341
epoch time: 9.0368661880s, input_fired_time: 0.1048454568, output_fired_time: 0.0000000000, propagate_forward_time: 8.4846010208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474201202
validation[          , genome  6699] predictions:    9669/  10000 (96.69%), best:    9686/10000 (96.86%), error:      1050.31873, best error:      1001.24561 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 103.9311370850s, input_fired_time: 0.9294614792, output_fired_time: 0.6620504856, propagate_forward_time: 41.3875617981, propagate_backward_time: 58.5010070801, weight_update_time: 0.1219443232, other_time: 2.4510612488
epoch time: 9.0394763947s, input_fired_time: 0.1038777381, output_fired_time: 0.0000000000, propagate_forward_time: 8.4863767624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492216110
validation[          , genome  6699] predictions:    9679/  10000 (96.79%), best:    9686/10000 (96.86%), error:      1023.01581, best error:      1001.24561 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 102.9109649658s, input_fired_time: 0.9192916751, output_fired_time: 0.6579449773, propagate_forward_time: 40.8583221436, propagate_backward_time: 58.0325241089, weight_update_time: 0.1211693734, other_time: 2.4428863525
epoch time: 9.0548038483s, input_fired_time: 0.1040301546, output_fired_time: 0.0000000000, propagate_forward_time: 8.4997882843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509849548
validation[          , genome  6699] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       968.28949, best error:       968.28949 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 106.5755615234s, input_fired_time: 0.9413180947, output_fired_time: 0.6803579330, propagate_forward_time: 42.3825874329, propagate_backward_time: 60.1017990112, weight_update_time: 0.1257058233, other_time: 2.4695014954
epoch time: 9.0661554337s, input_fired_time: 0.1045672074, output_fired_time: 0.0000000000, propagate_forward_time: 8.5143251419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472627640
validation[          , genome  6699] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1073.60461, best error:       968.28949 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 106.8773498535s, input_fired_time: 0.9397630095, output_fired_time: 0.6774973869, propagate_forward_time: 42.5704345703, propagate_backward_time: 60.2131347656, weight_update_time: 0.1258758307, other_time: 2.4765167236
epoch time: 9.0641307831s, input_fired_time: 0.1048465967, output_fired_time: 0.0000000000, propagate_forward_time: 8.5088958740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503879547
validation[          , genome  6699] predictions:    9641/  10000 (96.41%), best:    9704/10000 (97.04%), error:      1086.91479, best error:       968.28949 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 106.5295028687s, input_fired_time: 0.9414885640, output_fired_time: 0.6776277423, propagate_forward_time: 42.3243293762, propagate_backward_time: 60.0888175964, weight_update_time: 0.1254616827, other_time: 2.4972381592
epoch time: 9.0682077408s, input_fired_time: 0.1058930904, output_fired_time: 0.0000000000, propagate_forward_time: 8.5113391876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509754181
validation[          , genome  6699] predictions:    9670/  10000 (96.70%), best:    9704/10000 (97.04%), error:      1055.50781, best error:       968.28949 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 106.1639709473s, input_fired_time: 0.9389318228, output_fired_time: 0.6714911461, propagate_forward_time: 42.2798461914, propagate_backward_time: 59.7712440491, weight_update_time: 0.1250528842, other_time: 2.5024528503
epoch time: 9.0654315948s, input_fired_time: 0.1049813107, output_fired_time: 0.0000000000, propagate_forward_time: 8.5119686127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484815598
validation[          , genome  6699] predictions:    9700/  10000 (97.00%), best:    9704/10000 (97.04%), error:       984.98322, best error:       968.28949 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 106.7057495117s, input_fired_time: 0.9414812922, output_fired_time: 0.6742919683, propagate_forward_time: 42.5576858521, propagate_backward_time: 60.0422019958, weight_update_time: 0.1254317015, other_time: 2.4900856018
epoch time: 8.8511524200s, input_fired_time: 0.1072405726, output_fired_time: 0.0000000000, propagate_forward_time: 8.2986688614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452428818
validation[          , genome  6699] predictions:    9680/  10000 (96.80%), best:    9704/10000 (97.04%), error:      1040.78687, best error:       968.28949 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 105.6253433228s, input_fired_time: 0.9369487166, output_fired_time: 0.6698502898, propagate_forward_time: 41.9976654053, propagate_backward_time: 59.5745086670, weight_update_time: 0.1236355603, other_time: 2.4463653564
epoch time: 8.8984241486s, input_fired_time: 0.1037437394, output_fired_time: 0.0000000000, propagate_forward_time: 8.3571853638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374952316
validation[          , genome  6699] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       947.84863, best error:       947.84863 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 106.6334381104s, input_fired_time: 0.9435436130, output_fired_time: 0.6742217541, propagate_forward_time: 42.4941864014, propagate_backward_time: 60.0888557434, weight_update_time: 0.1244676933, other_time: 2.4326286316
epoch time: 9.0608806610s, input_fired_time: 0.1040931046, output_fired_time: 0.0000000000, propagate_forward_time: 8.5157508850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410362244
validation[          , genome  6699] predictions:    9704/  10000 (97.04%), best:    9700/10000 (97.00%), error:       996.54822, best error:       947.84863 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 106.6650085449s, input_fired_time: 0.9445692897, output_fired_time: 0.6835624576, propagate_forward_time: 42.4363975525, propagate_backward_time: 60.1559791565, weight_update_time: 0.1247179136, other_time: 2.4444961548
epoch time: 8.9681987762s, input_fired_time: 0.1046432704, output_fired_time: 0.0000000000, propagate_forward_time: 8.4224290848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411268234
validation[          , genome  6699] predictions:    9722/  10000 (97.22%), best:    9700/10000 (97.00%), error:       978.76093, best error:       947.84863 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 106.7880630493s, input_fired_time: 0.9447686672, output_fired_time: 0.6783412695, propagate_forward_time: 42.5090332031, propagate_backward_time: 60.2124748230, weight_update_time: 0.1251301914, other_time: 2.4434394836
epoch time: 9.0727262497s, input_fired_time: 0.1058331057, output_fired_time: 0.0000000000, propagate_forward_time: 8.5252494812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416437149
validation[          , genome  6699] predictions:    9679/  10000 (96.79%), best:    9700/10000 (97.00%), error:      1016.44507, best error:       947.84863 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 106.9484558105s, input_fired_time: 0.9462336302, output_fired_time: 0.6780397296, propagate_forward_time: 42.6041259766, propagate_backward_time: 60.2868957520, weight_update_time: 0.1256228387, other_time: 2.4331588745
epoch time: 9.0684661865s, input_fired_time: 0.1049215719, output_fired_time: 0.0000000000, propagate_forward_time: 8.5227384567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408063889
validation[          , genome  6699] predictions:    9621/  10000 (96.21%), best:    9700/10000 (97.00%), error:      1175.77417, best error:       947.84863 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 106.8910751343s, input_fired_time: 0.9443517923, output_fired_time: 0.6792786717, propagate_forward_time: 42.5445137024, propagate_backward_time: 60.2733383179, weight_update_time: 0.1248841584, other_time: 2.4495964050
epoch time: 9.0769367218s, input_fired_time: 0.1053211764, output_fired_time: 0.0000000000, propagate_forward_time: 8.5283899307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432258606
validation[          , genome  6699] predictions:    9698/  10000 (96.98%), best:    9700/10000 (97.00%), error:      1001.23383, best error:       947.84863 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 106.1650466919s, input_fired_time: 0.9422390461, output_fired_time: 0.6716360450, propagate_forward_time: 42.3109397888, propagate_backward_time: 59.7968673706, weight_update_time: 0.1245965436, other_time: 2.4433631897
epoch time: 9.0408296585s, input_fired_time: 0.1053368673, output_fired_time: 0.0000000000, propagate_forward_time: 8.4931621552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423303604
validation[          , genome  6699] predictions:    9551/  10000 (95.51%), best:    9700/10000 (97.00%), error:      1397.54150, best error:       947.84863 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 106.5514984131s, input_fired_time: 0.9429540038, output_fired_time: 0.6746469736, propagate_forward_time: 42.4970436096, propagate_backward_time: 60.0051155090, weight_update_time: 0.1244288161, other_time: 2.4317398071
epoch time: 9.0520420074s, input_fired_time: 0.1065028012, output_fired_time: 0.0000000000, propagate_forward_time: 8.5034980774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420413971
validation[          , genome  6699] predictions:    9688/  10000 (96.88%), best:    9700/10000 (97.00%), error:       998.71454, best error:       947.84863 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 105.7812957764s, input_fired_time: 0.9420125484, output_fired_time: 0.6745272875, propagate_forward_time: 42.0911941528, propagate_backward_time: 59.6442298889, weight_update_time: 0.1243408695, other_time: 2.4293327332
epoch time: 9.0617103577s, input_fired_time: 0.1052637473, output_fired_time: 0.0000000000, propagate_forward_time: 8.5141382217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423084259
validation[          , genome  6699] predictions:    9711/  10000 (97.11%), best:    9700/10000 (97.00%), error:       972.84052, best error:       947.84863 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 106.6178207397s, input_fired_time: 0.9445078373, output_fired_time: 0.6741232872, propagate_forward_time: 42.5118675232, propagate_backward_time: 60.0442581177, weight_update_time: 0.1245899945, other_time: 2.4430580139
epoch time: 9.0362834930s, input_fired_time: 0.1066947654, output_fired_time: 0.0000000000, propagate_forward_time: 8.4867448807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428434372
validation[          , genome  6699] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       923.12994, best error:       923.12994 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.9249267578s, input_fired_time: 0.9446581602, output_fired_time: 0.6752197742, propagate_forward_time: 42.1270523071, propagate_backward_time: 59.7382011414, weight_update_time: 0.1244935766, other_time: 2.4398002625
epoch time: 8.9952106476s, input_fired_time: 0.1047777385, output_fired_time: 0.0000000000, propagate_forward_time: 8.4512548447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391784668
validation[          , genome  6699] predictions:    9704/  10000 (97.04%), best:    9711/10000 (97.11%), error:      1019.88190, best error:       923.12994 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 105.7074661255s, input_fired_time: 0.9508502483, output_fired_time: 0.6740260124, propagate_forward_time: 42.1178436279, propagate_backward_time: 59.5344238281, weight_update_time: 0.1239320189, other_time: 2.4303207397
epoch time: 9.0106096268s, input_fired_time: 0.1055287793, output_fired_time: 0.0000000000, propagate_forward_time: 8.4673433304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377374649
validation[          , genome  6699] predictions:    9707/  10000 (97.07%), best:    9711/10000 (97.11%), error:       923.64307, best error:       923.12994 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 105.2066802979s, input_fired_time: 0.9395051599, output_fired_time: 0.6715753675, propagate_forward_time: 41.9494628906, propagate_backward_time: 59.2276687622, weight_update_time: 0.1230327040, other_time: 2.4184646606
epoch time: 9.0167913437s, input_fired_time: 0.1049235314, output_fired_time: 0.0000000000, propagate_forward_time: 8.4738864899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379816055
validation[          , genome  6699] predictions:    9674/  10000 (96.74%), best:    9711/10000 (97.11%), error:      1038.50208, best error:       923.12994 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 105.2227401733s, input_fired_time: 0.9396277070, output_fired_time: 0.6683663726, propagate_forward_time: 41.8844223022, propagate_backward_time: 59.3152923584, weight_update_time: 0.1236403957, other_time: 2.4150314331
epoch time: 9.0425844193s, input_fired_time: 0.1063490510, output_fired_time: 0.0000000000, propagate_forward_time: 8.4950828552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411525726
validation[          , genome  6699] predictions:    9704/  10000 (97.04%), best:    9711/10000 (97.11%), error:       988.04791, best error:       923.12994 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 106.0943679810s, input_fired_time: 0.9467064738, output_fired_time: 0.6741449237, propagate_forward_time: 42.2639732361, propagate_backward_time: 59.7845153809, weight_update_time: 0.1247567609, other_time: 2.4250221252
epoch time: 9.0349073410s, input_fired_time: 0.1068269014, output_fired_time: 0.0000000000, propagate_forward_time: 8.4903011322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377794266
validation[          , genome  6699] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       903.48285, best error:       903.48285 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 106.2588958740s, input_fired_time: 0.9504582286, output_fired_time: 0.6755390167, propagate_forward_time: 42.2784729004, propagate_backward_time: 59.9277229309, weight_update_time: 0.1245988086, other_time: 2.4267082214
epoch time: 8.9892606735s, input_fired_time: 0.1061315313, output_fired_time: 0.0000000000, propagate_forward_time: 8.4439744949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391546249
validation[          , genome  6699] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       862.04089, best error:       862.04089 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 104.0052185059s, input_fired_time: 0.9367917180, output_fired_time: 0.6641951799, propagate_forward_time: 41.3195953369, propagate_backward_time: 58.6886024475, weight_update_time: 0.1219688803, other_time: 2.3960380554
epoch time: 9.0755538940s, input_fired_time: 0.1063276306, output_fired_time: 0.0000000000, propagate_forward_time: 8.5278902054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413356781
validation[          , genome  6699] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       925.46240, best error:       862.04089 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 107.2560272217s, input_fired_time: 0.9571999907, output_fired_time: 0.6812864542, propagate_forward_time: 42.6307373047, propagate_backward_time: 60.5477027893, weight_update_time: 0.1256431341, other_time: 2.4390983582
epoch time: 9.0788650513s, input_fired_time: 0.1077750176, output_fired_time: 0.0000000000, propagate_forward_time: 8.5282764435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428138733
validation[          , genome  6699] predictions:    9690/  10000 (96.90%), best:    9744/10000 (97.44%), error:       950.35742, best error:       862.04089 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.2255630493s, input_fired_time: 0.9570210576, output_fired_time: 0.6798233390, propagate_forward_time: 42.6185302734, propagate_backward_time: 60.5330963135, weight_update_time: 0.1256552041, other_time: 2.4370880127
epoch time: 9.0747232437s, input_fired_time: 0.1069664434, output_fired_time: 0.0000000000, propagate_forward_time: 8.5263204575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414367676
validation[          , genome  6699] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:       998.38129, best error:       862.04089 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 107.2515411377s, input_fired_time: 0.9557870030, output_fired_time: 0.6800047755, propagate_forward_time: 42.6327362061, propagate_backward_time: 60.5475616455, weight_update_time: 0.1256617904, other_time: 2.4354476929
epoch time: 9.0802087784s, input_fired_time: 0.1075213701, output_fired_time: 0.0000000000, propagate_forward_time: 8.5310745239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416131973
validation[          , genome  6699] predictions:    9675/  10000 (96.75%), best:    9744/10000 (97.44%), error:      1019.61127, best error:       862.04089 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.2561645508s, input_fired_time: 0.9555273652, output_fired_time: 0.6806778312, propagate_forward_time: 42.6360282898, propagate_backward_time: 60.5465545654, weight_update_time: 0.1258594394, other_time: 2.4373741150
epoch time: 9.0788297653s, input_fired_time: 0.1080701277, output_fired_time: 0.0000000000, propagate_forward_time: 8.5293922424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413671494
validation[          , genome  6699] predictions:    9690/  10000 (96.90%), best:    9744/10000 (97.44%), error:       966.39929, best error:       862.04089 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.1686859131s, input_fired_time: 0.9541429877, output_fired_time: 0.6790218949, propagate_forward_time: 42.6619262695, propagate_backward_time: 60.4419174194, weight_update_time: 0.1256987154, other_time: 2.4316787720
epoch time: 9.0819377899s, input_fired_time: 0.1078433096, output_fired_time: 0.0000000000, propagate_forward_time: 8.5338478088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402465820
validation[          , genome  6699] predictions:    9640/  10000 (96.40%), best:    9744/10000 (97.44%), error:      1108.08093, best error:       862.04089 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.0832061768s, input_fired_time: 0.9571592212, output_fired_time: 0.6818460226, propagate_forward_time: 42.6248550415, propagate_backward_time: 60.3883247375, weight_update_time: 0.1256042421, other_time: 2.4310188293
epoch time: 9.0420484543s, input_fired_time: 0.1072513089, output_fired_time: 0.0000000000, propagate_forward_time: 8.4951944351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396028519
validation[          , genome  6699] predictions:    9714/  10000 (97.14%), best:    9744/10000 (97.44%), error:       901.78754, best error:       862.04089 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.8578414917s, input_fired_time: 0.9593636394, output_fired_time: 0.6823869944, propagate_forward_time: 42.5151176453, propagate_backward_time: 60.2720832825, weight_update_time: 0.1255715489, other_time: 2.4288864136
epoch time: 9.0658044815s, input_fired_time: 0.1061994731, output_fired_time: 0.0000000000, propagate_forward_time: 8.5181770325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414281845
validation[          , genome  6699] predictions:    9677/  10000 (96.77%), best:    9744/10000 (97.44%), error:      1030.15735, best error:       862.04089 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.1320495605s, input_fired_time: 0.9614561200, output_fired_time: 0.6831064820, propagate_forward_time: 42.6130828857, propagate_backward_time: 60.4429283142, weight_update_time: 0.1257287115, other_time: 2.4314765930
epoch time: 9.0873718262s, input_fired_time: 0.1078823134, output_fired_time: 0.0000000000, propagate_forward_time: 8.5378713608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416179657
validation[          , genome  6699] predictions:    9611/  10000 (96.11%), best:    9744/10000 (97.44%), error:      1212.66553, best error:       862.04089 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 107.1689300537s, input_fired_time: 0.9628011584, output_fired_time: 0.6726393104, propagate_forward_time: 42.6760597229, propagate_backward_time: 60.4228935242, weight_update_time: 0.1254229397, other_time: 2.4345397949
epoch time: 9.0862283707s, input_fired_time: 0.1082797274, output_fired_time: 0.0000000000, propagate_forward_time: 8.5348567963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430913925
validation[          , genome  6699] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:       944.89911, best error:       862.04089 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 106.9687423706s, input_fired_time: 0.9575426579, output_fired_time: 0.6791977286, propagate_forward_time: 42.5980300903, propagate_backward_time: 60.3050804138, weight_update_time: 0.1252130121, other_time: 2.4288902283
epoch time: 9.0478019714s, input_fired_time: 0.1075845808, output_fired_time: 0.0000000000, propagate_forward_time: 8.5088739395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313430786
validation[          , genome  6699] predictions:    9704/  10000 (97.04%), best:    9744/10000 (97.44%), error:       947.96600, best error:       862.04089 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.1661224365s, input_fired_time: 0.9590239525, output_fired_time: 0.6825472713, propagate_forward_time: 42.6781616211, propagate_backward_time: 60.4112625122, weight_update_time: 0.1257181168, other_time: 2.4351272583
epoch time: 9.0716066360s, input_fired_time: 0.1076501310, output_fired_time: 0.0000000000, propagate_forward_time: 8.5240612030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398956299
validation[          , genome  6699] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1009.29858, best error:       862.04089 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 106.2733306885s, input_fired_time: 0.9499022365, output_fired_time: 0.6665810347, propagate_forward_time: 42.3558273315, propagate_backward_time: 59.8897171021, weight_update_time: 0.1245803162, other_time: 2.4113006592
epoch time: 8.8939561844s, input_fired_time: 0.1062726751, output_fired_time: 0.0000000000, propagate_forward_time: 8.3497228622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379606247
validation[          , genome  6699] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:      1016.97717, best error:       862.04089 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.8890457153s, input_fired_time: 0.9600104690, output_fired_time: 0.6789450645, propagate_forward_time: 42.5383415222, propagate_backward_time: 60.2636604309, weight_update_time: 0.1249705330, other_time: 2.4480895996
epoch time: 9.0331125259s, input_fired_time: 0.1082963571, output_fired_time: 0.0000000000, propagate_forward_time: 8.4817895889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430265427
validation[          , genome  6699] predictions:    9714/  10000 (97.14%), best:    9744/10000 (97.44%), error:       905.57996, best error:       862.04089 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.4176559448s, input_fired_time: 0.9597525597, output_fired_time: 0.6795674562, propagate_forward_time: 42.3091087341, propagate_backward_time: 60.0281448364, weight_update_time: 0.1251325905, other_time: 2.4410820007
epoch time: 8.9520597458s, input_fired_time: 0.1079589352, output_fired_time: 0.0000000000, propagate_forward_time: 8.4043722153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397287369
validation[          , genome  6699] predictions:    9655/  10000 (96.55%), best:    9744/10000 (97.44%), error:      1120.28149, best error:       862.04089 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 106.0535049438s, input_fired_time: 0.9566501975, output_fired_time: 0.6716190577, propagate_forward_time: 42.2683792114, propagate_backward_time: 59.7215576172, weight_update_time: 0.1245537028, other_time: 2.4353027344
epoch time: 9.0567502975s, input_fired_time: 0.1082419977, output_fired_time: 0.0000000000, propagate_forward_time: 8.5086574554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398508072
validation[          , genome  6699] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       968.51581, best error:       862.04089 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 106.8487548828s, input_fired_time: 0.9633517861, output_fired_time: 0.6834581494, propagate_forward_time: 42.4920730591, propagate_backward_time: 60.2666664124, weight_update_time: 0.1256145686, other_time: 2.4432106018
epoch time: 9.0738077164s, input_fired_time: 0.1097266376, output_fired_time: 0.0000000000, propagate_forward_time: 8.5205240250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435567856
validation[          , genome  6699] predictions:    9687/  10000 (96.87%), best:    9744/10000 (97.44%), error:      1006.50787, best error:       862.04089 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 106.9616775513s, input_fired_time: 0.9644808769, output_fired_time: 0.6800576448, propagate_forward_time: 42.6072311401, propagate_backward_time: 60.2613868713, weight_update_time: 0.1246074066, other_time: 2.4485206604
epoch time: 9.0763292313s, input_fired_time: 0.1095965356, output_fired_time: 0.0000000000, propagate_forward_time: 8.5232439041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434890747
validation[          , genome  6699] predictions:    9719/  10000 (97.19%), best:    9744/10000 (97.44%), error:       923.08545, best error:       862.04089 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 106.7355041504s, input_fired_time: 0.9610824585, output_fired_time: 0.6753172874, propagate_forward_time: 42.5564308167, propagate_backward_time: 60.1002349854, weight_update_time: 0.1245779619, other_time: 2.4424400330
epoch time: 9.0665454865s, input_fired_time: 0.1087867767, output_fired_time: 0.0000000000, propagate_forward_time: 8.5168285370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409303665
validation[          , genome  6699] predictions:    9722/  10000 (97.22%), best:    9744/10000 (97.44%), error:       886.74213, best error:       862.04089 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 106.4222106934s, input_fired_time: 0.9588700533, output_fired_time: 0.6739428043, propagate_forward_time: 42.4498214722, propagate_backward_time: 59.9130477905, weight_update_time: 0.1244044229, other_time: 2.4265289307
epoch time: 9.0461282730s, input_fired_time: 0.1088943258, output_fired_time: 0.0000000000, propagate_forward_time: 8.4970626831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401712418
validation[          , genome  6699] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       915.94672, best error:       862.04089 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.6968383789s, input_fired_time: 0.9618380666, output_fired_time: 0.6746181846, propagate_forward_time: 42.5250015259, propagate_backward_time: 60.0951004028, weight_update_time: 0.1250000000, other_time: 2.4402770996
epoch time: 9.0502233505s, input_fired_time: 0.1078652143, output_fired_time: 0.0000000000, propagate_forward_time: 8.5110893250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312686920
validation[          , genome  6699] predictions:    9701/  10000 (97.01%), best:    9744/10000 (97.44%), error:       970.85797, best error:       862.04089 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 106.9290008545s, input_fired_time: 0.9656867981, output_fired_time: 0.6831273437, propagate_forward_time: 42.5403137207, propagate_backward_time: 60.3140945435, weight_update_time: 0.1254130602, other_time: 2.4257812500
epoch time: 9.0757942200s, input_fired_time: 0.1085666493, output_fired_time: 0.0000000000, propagate_forward_time: 8.5272684097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399595261
validation[          , genome  6699] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       909.35187, best error:       862.04089 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 106.8177795410s, input_fired_time: 0.9643711448, output_fired_time: 0.6833957434, propagate_forward_time: 42.4907035828, propagate_backward_time: 60.2509040833, weight_update_time: 0.1253682375, other_time: 2.4284057617
epoch time: 8.7212400436s, input_fired_time: 0.1053652689, output_fired_time: 0.0000000000, propagate_forward_time: 8.1906309128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252443314
validation[          , genome  6699] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       890.74402, best error:       862.04089 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 104.4674377441s, input_fired_time: 0.9490277171, output_fired_time: 0.6581976414, propagate_forward_time: 41.7070350647, propagate_backward_time: 58.7616081238, weight_update_time: 0.1221940964, other_time: 2.3915710449
epoch time: 9.0612735748s, input_fired_time: 0.1096753404, output_fired_time: 0.0000000000, propagate_forward_time: 8.5120801926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395179749
validation[          , genome  6699] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:      1061.17896, best error:       862.04089 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 105.6050643921s, input_fired_time: 0.9560765624, output_fired_time: 0.6726915240, propagate_forward_time: 42.0927047729, propagate_backward_time: 59.4726715088, weight_update_time: 0.1231143698, other_time: 2.4109191895
epoch time: 8.8874750137s, input_fired_time: 0.1083145663, output_fired_time: 0.0000000000, propagate_forward_time: 8.3438625336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352979660
validation[          , genome  6699] predictions:    9701/  10000 (97.01%), best:    9744/10000 (97.44%), error:       979.86914, best error:       862.04089 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.4159698486s, input_fired_time: 0.9635641575, output_fired_time: 0.6733834743, propagate_forward_time: 42.3761901855, propagate_backward_time: 59.9801635742, weight_update_time: 0.1243832409, other_time: 2.4226684570
epoch time: 9.0577869415s, input_fired_time: 0.1095575988, output_fired_time: 0.0000000000, propagate_forward_time: 8.5068054199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414243698
validation[          , genome  6699] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:      1051.17163, best error:       862.04089 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.0585861206s, input_fired_time: 0.9696031809, output_fired_time: 0.6839835048, propagate_forward_time: 42.5497627258, propagate_backward_time: 60.4236106873, weight_update_time: 0.1256629527, other_time: 2.4316253662
epoch time: 9.0095300674s, input_fired_time: 0.1094300225, output_fired_time: 0.0000000000, propagate_forward_time: 8.4673643112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327354431
validation[          , genome  6699] predictions:    9623/  10000 (96.23%), best:    9744/10000 (97.44%), error:      1259.39075, best error:       862.04089 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.7817993164s, input_fired_time: 0.9590764046, output_fired_time: 0.6715714931, propagate_forward_time: 42.1646499634, propagate_backward_time: 59.5744857788, weight_update_time: 0.1232615560, other_time: 2.4120178223
epoch time: 8.9833793640s, input_fired_time: 0.1079465523, output_fired_time: 0.0000000000, propagate_forward_time: 8.4381551743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372777939
validation[          , genome  6699] predictions:    9691/  10000 (96.91%), best:    9744/10000 (97.44%), error:      1013.91034, best error:       862.04089 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.4982528687s, input_fired_time: 0.9633957744, output_fired_time: 0.6753364801, propagate_forward_time: 42.4257507324, propagate_backward_time: 60.0110473633, weight_update_time: 0.1242951378, other_time: 2.4227218628
epoch time: 9.0539121628s, input_fired_time: 0.1092675030, output_fired_time: 0.0000000000, propagate_forward_time: 8.5059099197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387350082
validation[          , genome  6699] predictions:    9673/  10000 (96.73%), best:    9744/10000 (97.44%), error:      1056.30652, best error:       862.04089 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.7738494873s, input_fired_time: 0.9654414058, output_fired_time: 0.6754661798, propagate_forward_time: 42.5688247681, propagate_backward_time: 60.1318206787, weight_update_time: 0.1249000579, other_time: 2.4322967529
epoch time: 9.1324348450s, input_fired_time: 0.1102621183, output_fired_time: 0.0000000000, propagate_forward_time: 8.5764122009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457607269
validation[          , genome  6699] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       944.35120, best error:       862.04089 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 106.6874008179s, input_fired_time: 0.9671953321, output_fired_time: 0.6775292158, propagate_forward_time: 42.5339622498, propagate_backward_time: 60.0776100159, weight_update_time: 0.1243927553, other_time: 2.4311065674
epoch time: 9.0966396332s, input_fired_time: 0.1110690013, output_fired_time: 0.0000000000, propagate_forward_time: 8.5418901443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436807632
validation[          , genome  6699] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:      1015.21802, best error:       862.04089 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 106.8420181274s, input_fired_time: 0.9657763243, output_fired_time: 0.6735370159, propagate_forward_time: 42.6240997314, propagate_backward_time: 60.1428871155, weight_update_time: 0.1247012839, other_time: 2.4357185364
epoch time: 9.0257024765s, input_fired_time: 0.1098009124, output_fired_time: 0.0000000000, propagate_forward_time: 8.4770641327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388370514
validation[          , genome  6699] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       901.59003, best error:       862.04089 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 106.6918411255s, input_fired_time: 0.9683403969, output_fired_time: 0.6802157760, propagate_forward_time: 42.4541435242, propagate_backward_time: 60.1491165161, weight_update_time: 0.1249388084, other_time: 2.4400291443
epoch time: 9.0461778641s, input_fired_time: 0.1095349714, output_fired_time: 0.0000000000, propagate_forward_time: 8.4978294373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388132095
validation[          , genome  6699] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       971.73590, best error:       862.04089 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 106.6189727783s, input_fired_time: 0.9671564698, output_fired_time: 0.6770540476, propagate_forward_time: 42.4991455078, propagate_backward_time: 60.0455856323, weight_update_time: 0.1245230809, other_time: 2.4300308228
epoch time: 9.0641489029s, input_fired_time: 0.1110059097, output_fired_time: 0.0000000000, propagate_forward_time: 8.5095481873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435949326
validation[          , genome  6699] predictions:    9693/  10000 (96.93%), best:    9744/10000 (97.44%), error:       999.65649, best error:       862.04089 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 106.8561248779s, input_fired_time: 0.9697950482, output_fired_time: 0.6805670857, propagate_forward_time: 42.5098266602, propagate_backward_time: 60.2563362122, weight_update_time: 0.1252007484, other_time: 2.4396018982
epoch time: 9.0940237045s, input_fired_time: 0.1099877954, output_fired_time: 0.0000000000, propagate_forward_time: 8.5395050049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445304871
validation[          , genome  6699] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:       962.17798, best error:       862.04089 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 106.6860046387s, input_fired_time: 0.9645687938, output_fired_time: 0.6684574485, propagate_forward_time: 42.5738677979, propagate_backward_time: 60.0516471863, weight_update_time: 0.1243242845, other_time: 2.4274635315
epoch time: 9.0519676208s, input_fired_time: 0.1101358384, output_fired_time: 0.0000000000, propagate_forward_time: 8.5018444061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399871826
validation[          , genome  6699] predictions:    9711/  10000 (97.11%), best:    9744/10000 (97.44%), error:       908.90686, best error:       862.04089 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.1049041748s, input_fired_time: 0.9746690989, output_fired_time: 0.6821184754, propagate_forward_time: 42.5849609375, propagate_backward_time: 60.4084434509, weight_update_time: 0.1249200404, other_time: 2.4547080994
epoch time: 9.0697822571s, input_fired_time: 0.1110183150, output_fired_time: 0.0000000000, propagate_forward_time: 8.5155801773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431838989
validation[          , genome  6699] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       934.04303, best error:       862.04089 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.9150314331s, input_fired_time: 0.9711375237, output_fired_time: 0.6790215969, propagate_forward_time: 42.5700073242, propagate_backward_time: 60.2458724976, weight_update_time: 0.1248460636, other_time: 2.4489898682
epoch time: 9.0454416275s, input_fired_time: 0.1101673990, output_fired_time: 0.0000000000, propagate_forward_time: 8.4934701920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418039322
validation[          , genome  6699] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       900.06738, best error:       862.04089 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.8865432739s, input_fired_time: 0.9736618996, output_fired_time: 0.6803086996, propagate_forward_time: 42.6100158691, propagate_backward_time: 60.1849136353, weight_update_time: 0.1247000918, other_time: 2.4376449585
epoch time: 9.0851249695s, input_fired_time: 0.1102906391, output_fired_time: 0.0000000000, propagate_forward_time: 8.5338668823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409675598
validation[          , genome  6699] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:       998.76373, best error:       862.04089 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 107.0235595703s, input_fired_time: 0.9751778841, output_fired_time: 0.6797297597, propagate_forward_time: 42.6821594238, propagate_backward_time: 60.2465400696, weight_update_time: 0.1247627959, other_time: 2.4399452209
epoch time: 9.0941934586s, input_fired_time: 0.1117735505, output_fired_time: 0.0000000000, propagate_forward_time: 8.5384740829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439458847
validation[          , genome  6699] predictions:    9667/  10000 (96.67%), best:    9744/10000 (97.44%), error:      1067.70837, best error:       862.04089 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 106.7679748535s, input_fired_time: 0.9715878963, output_fired_time: 0.6729137301, propagate_forward_time: 42.6003990173, propagate_backward_time: 60.0870666504, weight_update_time: 0.1247274131, other_time: 2.4360084534
epoch time: 9.0790662766s, input_fired_time: 0.1111386269, output_fired_time: 0.0000000000, propagate_forward_time: 8.5266542435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412736893
validation[          , genome  6699] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:       967.22131, best error:       862.04089 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 106.8493118286s, input_fired_time: 0.9738034606, output_fired_time: 0.6736500859, propagate_forward_time: 42.6205902100, propagate_backward_time: 60.1423645020, weight_update_time: 0.1247661784, other_time: 2.4389038086
epoch time: 9.0823450089s, input_fired_time: 0.1121905074, output_fired_time: 0.0000000000, propagate_forward_time: 8.5278224945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423322678
validation[          , genome  6699] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       926.07825, best error:       862.04089 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.9537734985s, input_fired_time: 0.9750151634, output_fired_time: 0.6778774858, propagate_forward_time: 42.6382026672, propagate_backward_time: 60.2179832458, weight_update_time: 0.1248473898, other_time: 2.4446945190
epoch time: 9.0755538940s, input_fired_time: 0.1116522849, output_fired_time: 0.0000000000, propagate_forward_time: 8.5228557587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410457611
validation[          , genome  6699] predictions:    9654/  10000 (96.54%), best:    9744/10000 (97.44%), error:      1095.58398, best error:       862.04089 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.8629455566s, input_fired_time: 0.9733442664, output_fired_time: 0.6754490733, propagate_forward_time: 42.6202659607, propagate_backward_time: 60.1523246765, weight_update_time: 0.1250637919, other_time: 2.4415664673
epoch time: 9.0804452896s, input_fired_time: 0.1116027236, output_fired_time: 0.0000000000, propagate_forward_time: 8.5263919830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424505234
validation[          , genome  6699] predictions:    9722/  10000 (97.22%), best:    9744/10000 (97.44%), error:       893.03522, best error:       862.04089 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 106.7210922241s, input_fired_time: 0.9721962214, output_fired_time: 0.6722943783, propagate_forward_time: 42.5674896240, propagate_backward_time: 60.0723495483, weight_update_time: 0.1246521845, other_time: 2.4367599487
epoch time: 9.0774297714s, input_fired_time: 0.1123582795, output_fired_time: 0.0000000000, propagate_forward_time: 8.5223159790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427556992
validation[          , genome  6699] predictions:    9711/  10000 (97.11%), best:    9744/10000 (97.44%), error:       967.86005, best error:       862.04089 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 105.9398727417s, input_fired_time: 0.9700881839, output_fired_time: 0.6720120907, propagate_forward_time: 42.2453155518, propagate_backward_time: 59.6241149902, weight_update_time: 0.1239306331, other_time: 2.4283447266
epoch time: 8.9732093811s, input_fired_time: 0.1113913953, output_fired_time: 0.0000000000, propagate_forward_time: 8.4212436676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405746460
validation[          , genome  6699] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       940.08380, best error:       862.04089 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 107.0255661011s, input_fired_time: 0.9795038104, output_fired_time: 0.6816216111, propagate_forward_time: 42.5917701721, propagate_backward_time: 60.3288383484, weight_update_time: 0.1257212609, other_time: 2.4438247681
epoch time: 9.0916414261s, input_fired_time: 0.1117793545, output_fired_time: 0.0000000000, propagate_forward_time: 8.5379428864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419193268
validation[          , genome  6699] predictions:    9571/  10000 (95.71%), best:    9744/10000 (97.44%), error:      1377.67932, best error:       862.04089 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 106.7619552612s, input_fired_time: 0.9749371409, output_fired_time: 0.6771043539, propagate_forward_time: 42.4998130798, propagate_backward_time: 60.1751899719, weight_update_time: 0.1251794398, other_time: 2.4349136353
epoch time: 9.0830507278s, input_fired_time: 0.1112522855, output_fired_time: 0.0000000000, propagate_forward_time: 8.5297756195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420232773
validation[          , genome  6699] predictions:    9726/  10000 (97.26%), best:    9744/10000 (97.44%), error:       901.44739, best error:       862.04089 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 106.2313919067s, input_fired_time: 0.9728369117, output_fired_time: 0.6728331447, propagate_forward_time: 42.3044433594, propagate_backward_time: 59.8539962769, weight_update_time: 0.1244900599, other_time: 2.4272766113
epoch time: 9.0923280716s, input_fired_time: 0.1118278950, output_fired_time: 0.0000000000, propagate_forward_time: 8.5380830765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424171448
validation[          , genome  6699] predictions:    9679/  10000 (96.79%), best:    9744/10000 (97.44%), error:      1096.80591, best error:       862.04089 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 106.2793807983s, input_fired_time: 0.9726501107, output_fired_time: 0.6732531190, propagate_forward_time: 42.3040161133, propagate_backward_time: 59.8968734741, weight_update_time: 0.1244817451, other_time: 2.4325866699
epoch time: 9.0361499786s, input_fired_time: 0.1119787171, output_fired_time: 0.0000000000, propagate_forward_time: 8.4826726913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414987564
validation[          , genome  6699] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       965.79913, best error:       862.04089 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 106.2100753784s, input_fired_time: 0.9735148549, output_fired_time: 0.6753981709, propagate_forward_time: 42.2357254028, propagate_backward_time: 59.8937644958, weight_update_time: 0.1248859465, other_time: 2.4316673279
epoch time: 9.0562782288s, input_fired_time: 0.1121627316, output_fired_time: 0.0000000000, propagate_forward_time: 8.5017557144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423599243
validation[          , genome  6699] predictions:    9694/  10000 (96.94%), best:    9744/10000 (97.44%), error:       980.67664, best error:       862.04089 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 106.9777603149s, input_fired_time: 0.9810101390, output_fired_time: 0.6910721660, propagate_forward_time: 42.5565299988, propagate_backward_time: 60.3030700684, weight_update_time: 0.1254211962, other_time: 2.4460792542
epoch time: 9.0931253433s, input_fired_time: 0.1122575104, output_fired_time: 0.0000000000, propagate_forward_time: 8.5385999680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422674179
validation[          , genome  6699] predictions:    9726/  10000 (97.26%), best:    9744/10000 (97.44%), error:       889.47369, best error:       862.04089 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.7304229736s, input_fired_time: 0.9782546759, output_fired_time: 0.6765829325, propagate_forward_time: 42.5092201233, propagate_backward_time: 60.1295204163, weight_update_time: 0.1252418011, other_time: 2.4368438721
epoch time: 9.0486583710s, input_fired_time: 0.1121421978, output_fired_time: 0.0000000000, propagate_forward_time: 8.4944410324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420747757
validation[          , genome  6699] predictions:    9666/  10000 (96.66%), best:    9744/10000 (97.44%), error:      1086.08984, best error:       862.04089 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 106.7947082520s, input_fired_time: 0.9827572107, output_fired_time: 0.6823863387, propagate_forward_time: 42.4717521667, propagate_backward_time: 60.2159156799, weight_update_time: 0.1256107837, other_time: 2.4418945312
epoch time: 9.0338830948s, input_fired_time: 0.1120828912, output_fired_time: 0.0000000000, propagate_forward_time: 8.4790792465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427213669
validation[          , genome  6699] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       961.93805, best error:       862.04089 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 107.0793228149s, input_fired_time: 0.9830653071, output_fired_time: 0.6819254160, propagate_forward_time: 42.5903358459, propagate_backward_time: 60.3754844666, weight_update_time: 0.1256677657, other_time: 2.4485168457
epoch time: 9.0762767792s, input_fired_time: 0.1125724465, output_fired_time: 0.0000000000, propagate_forward_time: 8.5197143555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439897537
validation[          , genome  6699] predictions:    9696/  10000 (96.96%), best:    9744/10000 (97.44%), error:       955.96765, best error:       862.04089 on epoch:    44, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.3004913330s, input_fired_time: 0.9854582548, output_fired_time: 0.6871491075, propagate_forward_time: 42.6214218140, propagate_backward_time: 60.5547370911, weight_update_time: 0.1260264069, other_time: 2.4517250061
epoch time: 9.0283336639s, input_fired_time: 0.1120470166, output_fired_time: 0.0000000000, propagate_forward_time: 8.4812879562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349985123
validation[          , genome  6699] predictions:    9730/  10000 (97.30%), best:    9744/10000 (97.44%), error:       895.72125, best error:       862.04089 on epoch:    44, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 45.4431724548s, input_fired_time: 0.5425468087, output_fired_time: 0.0000000000, propagate_forward_time: 42.6476211548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2530059814
best training[          , genome  6699] predictions:   49252/  50000 (98.50%), best:    9744/10000 (97.44%), error:      2543.19116, best error:       862.04089 on epoch:    44, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.0920076370s, input_fired_time: 0.1065469310, output_fired_time: 0.0000000000, propagate_forward_time: 8.5417766571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436836243
   testing[          , genome  6699] predictions:    9764/  10000 (97.64%), best:    9744/10000 (97.44%), error:       814.47510, best error:       862.04089 on epoch:    44, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:30:46 (72930): called boinc_finish(0)

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