Nameexact_genome_1512568488_41_7155_0
Workunit2607027
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:14:22 UTC
Report deadline20 Dec 2017, 16:29:27 UTC
Received8 Dec 2017, 19:38:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID61036
Run time2 hours 35 min 22 sec
CPU time2 hours 31 min 19 sec
Validate stateValid
Credit3,169.29
Device peak FLOPS3.62 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
878.40240 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 209.1732177734s, input_fired_time: 2.1211304665, output_fired_time: 0.8858070970, propagate_forward_time: 75.1207046509, propagate_backward_time: 127.0762252808, weight_update_time: 1.0858255625, other_time: 3.9693679810
epoch time: 15.4305839539s, input_fired_time: 0.1321622282, output_fired_time: 0.0000000000, propagate_forward_time: 14.9566144943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418073654
validation[          , genome  7155] predictions:    9691/  10000 (96.91%), best:    9727/10000 (97.27%), error:      1013.74463, best error:       878.40240 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 209.1711730957s, input_fired_time: 4.1229543686, output_fired_time: 0.8820684552, propagate_forward_time: 75.3009338379, propagate_backward_time: 123.8938598633, weight_update_time: 0.0855933875, other_time: 4.9713592529
epoch time: 17.6152153015s, input_fired_time: 0.1346746087, output_fired_time: 0.0000000000, propagate_forward_time: 17.1284275055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521137238
validation[          , genome  7155] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       856.48059, best error:       856.48059 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 209.8019256592s, input_fired_time: 3.1189746857, output_fired_time: 1.8776980639, propagate_forward_time: 83.9646606445, propagate_backward_time: 115.9036788940, weight_update_time: 0.0834936947, other_time: 4.9369125366
epoch time: 17.4502925873s, input_fired_time: 0.1333950758, output_fired_time: 0.0000000000, propagate_forward_time: 14.9659309387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3509674072
validation[          , genome  7155] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       770.42932, best error:       770.42932 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 208.9770507813s, input_fired_time: 1.1191500425, output_fired_time: 3.8838989735, propagate_forward_time: 77.1662750244, propagate_backward_time: 120.7732543945, weight_update_time: 0.0849365294, other_time: 6.0344696045
epoch time: 15.5696573257s, input_fired_time: 0.1326125562, output_fired_time: 0.0000000000, propagate_forward_time: 15.0997343063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373107910
validation[          , genome  7155] predictions:    9711/  10000 (97.11%), best:    9768/10000 (97.68%), error:       940.60742, best error:       770.42932 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 211.7875518799s, input_fired_time: 8.1304569244, output_fired_time: 1.8951288462, propagate_forward_time: 86.5988922119, propagate_backward_time: 110.0900344849, weight_update_time: 1.0863895416, other_time: 5.0730361938
epoch time: 15.6201477051s, input_fired_time: 0.2200353593, output_fired_time: 0.0000000000, propagate_forward_time: 15.0482110977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519010544
validation[          , genome  7155] predictions:    9715/  10000 (97.15%), best:    9768/10000 (97.68%), error:       909.22333, best error:       770.42932 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 209.7545013428s, input_fired_time: 1.1213331223, output_fired_time: 1.8823229074, propagate_forward_time: 83.1394500732, propagate_backward_time: 119.6071090698, weight_update_time: 0.0863886178, other_time: 4.0042800903
epoch time: 15.4735355377s, input_fired_time: 1.1353850365, output_fired_time: 0.0000000000, propagate_forward_time: 13.9860906601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520593643
validation[          , genome  7155] predictions:    9720/  10000 (97.20%), best:    9768/10000 (97.68%), error:       886.96619, best error:       770.42932 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 212.5972595215s, input_fired_time: 5.1239757538, output_fired_time: 1.9973862171, propagate_forward_time: 69.3952407837, propagate_backward_time: 129.0959625244, weight_update_time: 0.0857289657, other_time: 6.9846954346
epoch time: 15.5666027069s, input_fired_time: 0.1363643557, output_fired_time: 0.0000000000, propagate_forward_time: 13.0810794830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3491592407
validation[          , genome  7155] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       842.31976, best error:       770.42932 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 212.6867675781s, input_fired_time: 1.1304788589, output_fired_time: 0.9009057879, propagate_forward_time: 77.0660705566, propagate_backward_time: 130.6169891357, weight_update_time: 0.0859394968, other_time: 2.9723205566
epoch time: 16.5923690796s, input_fired_time: 0.1350593716, output_fired_time: 0.0000000000, propagate_forward_time: 15.1140251160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3432846069
validation[          , genome  7155] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       805.93085, best error:       770.42932 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 209.7467498779s, input_fired_time: 1.1217823029, output_fired_time: 0.8847907782, propagate_forward_time: 69.9670944214, propagate_backward_time: 133.7972717285, weight_update_time: 0.0865839571, other_time: 3.9757995605
epoch time: 16.5338115692s, input_fired_time: 0.1348366737, output_fired_time: 0.0000000000, propagate_forward_time: 14.0487794876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3501958847
validation[          , genome  7155] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       806.44537, best error:       770.42932 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 210.0866394043s, input_fired_time: 3.1225075722, output_fired_time: 4.8887805939, propagate_forward_time: 87.2230148315, propagate_backward_time: 107.8918075562, weight_update_time: 0.0848273560, other_time: 6.9605255127
epoch time: 15.5417938232s, input_fired_time: 0.1343975365, output_fired_time: 0.0000000000, propagate_forward_time: 15.0613269806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460693359
validation[          , genome  7155] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       879.24811, best error:       770.42932 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 208.9254150391s, input_fired_time: 1.1374837160, output_fired_time: 3.8868997097, propagate_forward_time: 73.3302230835, propagate_backward_time: 124.5841522217, weight_update_time: 0.0876737237, other_time: 5.9866485596
epoch time: 17.5114612579s, input_fired_time: 0.1348326206, output_fired_time: 0.0000000000, propagate_forward_time: 17.0315322876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450965881
validation[          , genome  7155] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       851.75702, best error:       770.42932 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 211.7120208740s, input_fired_time: 3.2062089443, output_fired_time: 0.8948196173, propagate_forward_time: 89.2181930542, propagate_backward_time: 115.4422225952, weight_update_time: 1.0853751898, other_time: 2.9505767822
epoch time: 17.5675430298s, input_fired_time: 0.1345305890, output_fired_time: 0.0000000000, propagate_forward_time: 17.0782318115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547801971
validation[          , genome  7155] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       778.40387, best error:       770.42932 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 213.2941741943s, input_fired_time: 3.2116594315, output_fired_time: 0.8952294588, propagate_forward_time: 67.6515655518, propagate_backward_time: 137.5432281494, weight_update_time: 0.0886472017, other_time: 3.9924926758
epoch time: 17.4812793732s, input_fired_time: 0.1364927888, output_fired_time: 0.0000000000, propagate_forward_time: 17.0049495697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398361206
validation[          , genome  7155] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       862.65320, best error:       770.42932 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 211.3061981201s, input_fired_time: 2.1311480999, output_fired_time: 0.8858851790, propagate_forward_time: 85.1644973755, propagate_backward_time: 117.0588150024, weight_update_time: 0.0849564075, other_time: 6.0658569336
epoch time: 15.4735345840s, input_fired_time: 0.1347787827, output_fired_time: 0.0000000000, propagate_forward_time: 14.9907464981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480091095
validation[          , genome  7155] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       760.82666, best error:       760.82666 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 211.8082885742s, input_fired_time: 1.1283254623, output_fired_time: 2.8852658272, propagate_forward_time: 77.4997940063, propagate_backward_time: 122.2512588501, weight_update_time: 0.0865824148, other_time: 8.0436325073
epoch time: 15.4124536514s, input_fired_time: 0.1336806118, output_fired_time: 0.0000000000, propagate_forward_time: 13.9319381714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3468351364
validation[          , genome  7155] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       720.21875, best error:       720.21875 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 211.6132507324s, input_fired_time: 4.1257514954, output_fired_time: 2.8864455223, propagate_forward_time: 65.1701354980, propagate_backward_time: 136.4299774170, weight_update_time: 0.0860617608, other_time: 3.0009460449
epoch time: 15.5707387924s, input_fired_time: 0.1333322525, output_fired_time: 0.0000000000, propagate_forward_time: 15.0897769928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476295471
validation[          , genome  7155] predictions:    9766/  10000 (97.66%), best:    9791/10000 (97.91%), error:       777.13947, best error:       720.21875 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 210.1152191162s, input_fired_time: 1.1311407089, output_fired_time: 0.8888041973, propagate_forward_time: 81.3330307007, propagate_backward_time: 122.7325592041, weight_update_time: 0.0857386589, other_time: 4.0296859741
epoch time: 15.5723991394s, input_fired_time: 0.1364692301, output_fired_time: 0.0000000000, propagate_forward_time: 15.0868082047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491220474
validation[          , genome  7155] predictions:    9719/  10000 (97.19%), best:    9791/10000 (97.91%), error:       878.85596, best error:       720.21875 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 209.7290496826s, input_fired_time: 1.1253609657, output_fired_time: 0.8894546032, propagate_forward_time: 85.0236206055, propagate_backward_time: 117.7271270752, weight_update_time: 0.0855240002, other_time: 4.9634857178
epoch time: 15.4112815857s, input_fired_time: 0.1368352622, output_fired_time: 0.0000000000, propagate_forward_time: 12.9236946106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3507518768
validation[          , genome  7155] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       838.23889, best error:       720.21875 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 210.5091247559s, input_fired_time: 2.1298458576, output_fired_time: 1.9501976967, propagate_forward_time: 71.1786270142, propagate_backward_time: 129.2807159424, weight_update_time: 0.0860132650, other_time: 5.9697418213
epoch time: 15.5859413147s, input_fired_time: 0.1337310374, output_fired_time: 0.0000000000, propagate_forward_time: 15.1077890396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444213867
validation[          , genome  7155] predictions:    9661/  10000 (96.61%), best:    9791/10000 (97.91%), error:      1049.23096, best error:       720.21875 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 210.4149169922s, input_fired_time: 1.2188702822, output_fired_time: 0.9622837901, propagate_forward_time: 89.3745346069, propagate_backward_time: 115.8804626465, weight_update_time: 0.0872955546, other_time: 2.9787673950
epoch time: 15.3516378403s, input_fired_time: 0.1338572800, output_fired_time: 0.0000000000, propagate_forward_time: 13.8749113083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3428688049
validation[          , genome  7155] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       746.54413, best error:       720.21875 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 213.0901947021s, input_fired_time: 1.2313005924, output_fired_time: 1.8864995241, propagate_forward_time: 85.1318969727, propagate_backward_time: 118.8610153198, weight_update_time: 0.0863217264, other_time: 5.9794692993
epoch time: 15.3830814362s, input_fired_time: 0.1332855821, output_fired_time: 0.0000000000, propagate_forward_time: 14.9079303741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418655396
validation[          , genome  7155] predictions:    9721/  10000 (97.21%), best:    9791/10000 (97.91%), error:       883.33386, best error:       720.21875 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 209.5479583740s, input_fired_time: 7.1292562485, output_fired_time: 0.8894251585, propagate_forward_time: 73.9227142334, propagate_backward_time: 124.6315078735, weight_update_time: 0.0865307599, other_time: 2.9750595093
epoch time: 15.4323177338s, input_fired_time: 0.1340156049, output_fired_time: 0.0000000000, propagate_forward_time: 12.9295091629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3687925339
validation[          , genome  7155] predictions:    9724/  10000 (97.24%), best:    9791/10000 (97.91%), error:       813.56415, best error:       720.21875 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 207.3954620361s, input_fired_time: 3.1323196888, output_fired_time: 4.8780531883, propagate_forward_time: 74.8602523804, propagate_backward_time: 116.5608596802, weight_update_time: 0.0869873092, other_time: 7.9639739990
epoch time: 17.4396286011s, input_fired_time: 0.1379268616, output_fired_time: 0.0000000000, propagate_forward_time: 16.9450798035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566226959
validation[          , genome  7155] predictions:    9740/  10000 (97.40%), best:    9791/10000 (97.91%), error:       832.56158, best error:       720.21875 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 210.0141906738s, input_fired_time: 4.3142232895, output_fired_time: 0.8902801275, propagate_forward_time: 74.2875137329, propagate_backward_time: 123.5415954590, weight_update_time: 0.0865606442, other_time: 6.9805908203
epoch time: 15.4256048203s, input_fired_time: 0.1358897388, output_fired_time: 0.0000000000, propagate_forward_time: 14.9501190186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395957947
validation[          , genome  7155] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       755.95984, best error:       720.21875 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 210.0740356445s, input_fired_time: 1.1327418089, output_fired_time: 0.8829967380, propagate_forward_time: 86.2468948364, propagate_backward_time: 119.7972335815, weight_update_time: 0.0861479416, other_time: 2.0141754150
epoch time: 16.3818836212s, input_fired_time: 0.1359715462, output_fired_time: 0.0000000000, propagate_forward_time: 14.9000110626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3459014893
validation[          , genome  7155] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       756.51996, best error:       720.21875 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 212.2696228027s, input_fired_time: 3.1680581570, output_fired_time: 1.8826993704, propagate_forward_time: 80.3197708130, propagate_backward_time: 119.9218902588, weight_update_time: 0.0849473923, other_time: 6.9771957397
epoch time: 15.3736314774s, input_fired_time: 0.1346109360, output_fired_time: 0.0000000000, propagate_forward_time: 14.8983306885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406896591
validation[          , genome  7155] predictions:    9744/  10000 (97.44%), best:    9791/10000 (97.91%), error:       830.11536, best error:       720.21875 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 210.4739532471s, input_fired_time: 2.1576187611, output_fired_time: 0.8869554996, propagate_forward_time: 73.1414260864, propagate_backward_time: 129.3114013672, weight_update_time: 0.0866451785, other_time: 4.9765319824
epoch time: 16.4997005463s, input_fired_time: 0.1370716095, output_fired_time: 0.0000000000, propagate_forward_time: 16.0121746063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504543304
validation[          , genome  7155] predictions:    9745/  10000 (97.45%), best:    9791/10000 (97.91%), error:       830.59741, best error:       720.21875 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 212.6181335449s, input_fired_time: 8.2122516632, output_fired_time: 0.8944839835, propagate_forward_time: 76.4180984497, propagate_backward_time: 119.1268005371, weight_update_time: 0.0854114071, other_time: 7.9664993286
epoch time: 16.4680957794s, input_fired_time: 0.1364785284, output_fired_time: 0.0000000000, propagate_forward_time: 13.9867973328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3448200226
validation[          , genome  7155] predictions:    9715/  10000 (97.15%), best:    9791/10000 (97.91%), error:       906.21613, best error:       720.21875 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 210.7749023438s, input_fired_time: 4.1487250328, output_fired_time: 0.8810867667, propagate_forward_time: 76.0503540039, propagate_backward_time: 127.6621475220, weight_update_time: 0.0859338939, other_time: 2.0325851440
epoch time: 16.6521873474s, input_fired_time: 0.1390132755, output_fired_time: 0.0000000000, propagate_forward_time: 14.1649370193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3482370377
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9791/10000 (97.91%), error:       774.29480, best error:       720.21875 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 210.4080505371s, input_fired_time: 3.1373925209, output_fired_time: 1.8832483292, propagate_forward_time: 76.1978073120, propagate_backward_time: 123.1191101074, weight_update_time: 2.0862336159, other_time: 6.0704956055
epoch time: 15.3774290085s, input_fired_time: 1.1349878311, output_fired_time: 0.0000000000, propagate_forward_time: 13.9013595581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410816193
validation[          , genome  7155] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       843.55798, best error:       720.21875 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 210.3949127197s, input_fired_time: 3.1356263161, output_fired_time: 2.8820242882, propagate_forward_time: 73.3624725342, propagate_backward_time: 127.0510940552, weight_update_time: 0.0857967734, other_time: 3.9637069702
epoch time: 15.4938325882s, input_fired_time: 0.1356356591, output_fired_time: 0.0000000000, propagate_forward_time: 14.0039787292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3542184830
validation[          , genome  7155] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       692.09998, best error:       692.09998 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 210.3874664307s, input_fired_time: 3.1336336136, output_fired_time: 2.8841049671, propagate_forward_time: 72.2225341797, propagate_backward_time: 130.1196136475, weight_update_time: 0.0867789462, other_time: 2.0275726318
epoch time: 17.6539669037s, input_fired_time: 0.1437708437, output_fired_time: 0.0000000000, propagate_forward_time: 15.1411848068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3690118790
validation[          , genome  7155] predictions:    9737/  10000 (97.37%), best:    9780/10000 (97.80%), error:       816.40131, best error:       692.09998 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 210.4315948486s, input_fired_time: 1.1863421202, output_fired_time: 0.8918959498, propagate_forward_time: 63.1485328674, propagate_backward_time: 138.2228393555, weight_update_time: 0.0867863670, other_time: 6.9819946289
epoch time: 17.5158481598s, input_fired_time: 0.1381184906, output_fired_time: 0.0000000000, propagate_forward_time: 17.0268306732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508987427
validation[          , genome  7155] predictions:    9744/  10000 (97.44%), best:    9780/10000 (97.80%), error:       773.73895, best error:       692.09998 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 207.4897460938s, input_fired_time: 6.1275267601, output_fired_time: 3.9521024227, propagate_forward_time: 59.8350372314, propagate_backward_time: 131.6262512207, weight_update_time: 0.0846955180, other_time: 5.9488220215
epoch time: 17.4744014740s, input_fired_time: 0.1363201439, output_fired_time: 0.0000000000, propagate_forward_time: 16.9955539703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425273895
validation[          , genome  7155] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       786.56061, best error:       692.09998 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 211.1885375977s, input_fired_time: 3.2256460190, output_fired_time: 5.8867468834, propagate_forward_time: 83.1690597534, propagate_backward_time: 115.9486694336, weight_update_time: 0.0857939720, other_time: 2.9584121704
epoch time: 15.3284893036s, input_fired_time: 0.1334613562, output_fired_time: 0.0000000000, propagate_forward_time: 14.8590650558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359632492
validation[          , genome  7155] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       758.89032, best error:       692.09998 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 208.6624755859s, input_fired_time: 2.1315658092, output_fired_time: 4.0126562119, propagate_forward_time: 73.9172973633, propagate_backward_time: 126.6365509033, weight_update_time: 0.0852848664, other_time: 1.9644165039
epoch time: 15.4470033646s, input_fired_time: 1.1468697786, output_fired_time: 0.0000000000, propagate_forward_time: 11.9569234848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3432102203
validation[          , genome  7155] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       819.63715, best error:       692.09998 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 210.1036376953s, input_fired_time: 2.1385810375, output_fired_time: 1.9439092875, propagate_forward_time: 87.0127868652, propagate_backward_time: 117.0378265381, weight_update_time: 0.0857152939, other_time: 1.9705352783
epoch time: 16.4779129028s, input_fired_time: 0.1378578544, output_fired_time: 0.0000000000, propagate_forward_time: 15.9813709259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586845398
validation[          , genome  7155] predictions:    9778/  10000 (97.78%), best:    9780/10000 (97.80%), error:       713.88019, best error:       692.09998 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 212.1938629150s, input_fired_time: 1.1386765242, output_fired_time: 1.8872715235, propagate_forward_time: 86.0823669434, propagate_backward_time: 116.1229476929, weight_update_time: 0.0851778388, other_time: 6.9626083374
epoch time: 15.4679660797s, input_fired_time: 0.1372190565, output_fired_time: 0.0000000000, propagate_forward_time: 13.9833650589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3473815918
validation[          , genome  7155] predictions:    9772/  10000 (97.72%), best:    9780/10000 (97.80%), error:       756.33099, best error:       692.09998 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 209.9877777100s, input_fired_time: 1.1401555538, output_fired_time: 3.8801250458, propagate_forward_time: 64.0469360352, propagate_backward_time: 137.9476470947, weight_update_time: 0.0904734954, other_time: 2.9729156494
epoch time: 17.8899288177s, input_fired_time: 0.1380242407, output_fired_time: 0.0000000000, propagate_forward_time: 15.4080715179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3438339233
validation[          , genome  7155] predictions:    9774/  10000 (97.74%), best:    9780/10000 (97.80%), error:       715.60608, best error:       692.09998 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 209.9787445068s, input_fired_time: 3.1455872059, output_fired_time: 2.8910634518, propagate_forward_time: 82.1380310059, propagate_backward_time: 119.7706146240, weight_update_time: 0.0862436965, other_time: 2.0334472656
epoch time: 16.5444202423s, input_fired_time: 0.1398022920, output_fired_time: 0.0000000000, propagate_forward_time: 16.0467739105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578433990
validation[          , genome  7155] predictions:    9776/  10000 (97.76%), best:    9780/10000 (97.80%), error:       696.67450, best error:       692.09998 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 209.4509124756s, input_fired_time: 2.1360495090, output_fired_time: 2.8769259453, propagate_forward_time: 84.1805801392, propagate_backward_time: 115.3146057129, weight_update_time: 0.0845624134, other_time: 4.9427566528
epoch time: 16.5111122131s, input_fired_time: 0.1366318315, output_fired_time: 0.0000000000, propagate_forward_time: 14.0323104858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3421707153
validation[          , genome  7155] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       732.79523, best error:       692.09998 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 209.9671478271s, input_fired_time: 2.1400611401, output_fired_time: 3.8871841431, propagate_forward_time: 82.3069305420, propagate_backward_time: 118.6888351440, weight_update_time: 0.0846680850, other_time: 2.9441452026
epoch time: 17.4116687775s, input_fired_time: 0.1362372041, output_fired_time: 0.0000000000, propagate_forward_time: 14.9337186813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3417119980
validation[          , genome  7155] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       723.07996, best error:       692.09998 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 209.5748901367s, input_fired_time: 2.1385939121, output_fired_time: 4.9621000290, propagate_forward_time: 90.2969894409, propagate_backward_time: 108.2562408447, weight_update_time: 0.0838461146, other_time: 3.9209671021
epoch time: 16.5146522522s, input_fired_time: 0.1383237690, output_fired_time: 0.0000000000, propagate_forward_time: 12.0278749466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3484544754
validation[          , genome  7155] predictions:    9745/  10000 (97.45%), best:    9780/10000 (97.80%), error:       791.82166, best error:       692.09998 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 212.4196166992s, input_fired_time: 1.1601407528, output_fired_time: 0.8869583607, propagate_forward_time: 79.3585052490, propagate_backward_time: 123.0254745483, weight_update_time: 0.0866595209, other_time: 7.9885330200
epoch time: 15.4019117355s, input_fired_time: 1.1356599331, output_fired_time: 0.0000000000, propagate_forward_time: 13.9273967743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388547897
validation[          , genome  7155] predictions:    9778/  10000 (97.78%), best:    9780/10000 (97.80%), error:       741.24884, best error:       692.09998 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 209.6670989990s, input_fired_time: 3.1499226093, output_fired_time: 0.8926194310, propagate_forward_time: 87.0540542603, propagate_backward_time: 111.6137695313, weight_update_time: 0.0854562446, other_time: 6.9567337036
epoch time: 15.3754281998s, input_fired_time: 0.1361242533, output_fired_time: 0.0000000000, propagate_forward_time: 14.8949117661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443918228
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       675.24353, best error:       675.24353 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 207.3580474854s, input_fired_time: 2.1348905563, output_fired_time: 1.8826731443, propagate_forward_time: 77.0056152344, propagate_backward_time: 123.3898162842, weight_update_time: 1.0851176977, other_time: 2.9450531006
epoch time: 15.5366516113s, input_fired_time: 0.1389641166, output_fired_time: 0.0000000000, propagate_forward_time: 15.0540838242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436040878
validation[          , genome  7155] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       668.75348, best error:       668.75348 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 210.0845336914s, input_fired_time: 2.1420564651, output_fired_time: 0.8769372106, propagate_forward_time: 64.9689941406, propagate_backward_time: 138.1457824707, weight_update_time: 0.0849660411, other_time: 3.9507598877
epoch time: 17.4310741425s, input_fired_time: 0.1399042904, output_fired_time: 0.0000000000, propagate_forward_time: 15.9438323975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3473377228
validation[          , genome  7155] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       680.91876, best error:       668.75348 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 207.1670837402s, input_fired_time: 6.1464548111, output_fired_time: 1.8753972054, propagate_forward_time: 70.8240127563, propagate_backward_time: 124.3426742554, weight_update_time: 2.0859644413, other_time: 3.9785537720
epoch time: 15.6145086288s, input_fired_time: 0.1385663450, output_fired_time: 0.0000000000, propagate_forward_time: 15.1288232803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471193314
validation[          , genome  7155] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       710.38684, best error:       668.75348 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 208.4953613281s, input_fired_time: 3.1487519741, output_fired_time: 0.8807838559, propagate_forward_time: 85.1906204224, propagate_backward_time: 114.3218612671, weight_update_time: 0.0853209272, other_time: 4.9533386230
epoch time: 15.5371723175s, input_fired_time: 0.1376323700, output_fired_time: 0.0000000000, propagate_forward_time: 14.9763402939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231996536
validation[          , genome  7155] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       702.93152, best error:       668.75348 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 210.2425689697s, input_fired_time: 6.1443042755, output_fired_time: 2.9124708176, propagate_forward_time: 66.3253555298, propagate_backward_time: 129.9020538330, weight_update_time: 0.0861525461, other_time: 4.9583892822
epoch time: 16.3654060364s, input_fired_time: 0.1356415600, output_fired_time: 0.0000000000, propagate_forward_time: 15.8849668503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447980881
validation[          , genome  7155] predictions:    9783/  10000 (97.83%), best:    9786/10000 (97.86%), error:       724.18982, best error:       668.75348 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 204.8940429688s, input_fired_time: 1.1363341808, output_fired_time: 2.8758528233, propagate_forward_time: 47.6940460205, propagate_backward_time: 151.2171020508, weight_update_time: 0.0867247880, other_time: 1.9707031250
epoch time: 17.5965175629s, input_fired_time: 0.1408541799, output_fired_time: 0.0000000000, propagate_forward_time: 16.0991859436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3564777374
validation[          , genome  7155] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       805.65955, best error:       668.75348 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 209.7365112305s, input_fired_time: 4.1539840698, output_fired_time: 2.8911566734, propagate_forward_time: 85.0962677002, propagate_backward_time: 111.6286010742, weight_update_time: 0.0859796330, other_time: 5.9664916992
epoch time: 16.6408500671s, input_fired_time: 1.1391905546, output_fired_time: 0.0000000000, propagate_forward_time: 15.1572322845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444271088
validation[          , genome  7155] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       693.39404, best error:       668.75348 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 207.6324462891s, input_fired_time: 5.1442575455, output_fired_time: 1.8791072369, propagate_forward_time: 82.9304656982, propagate_backward_time: 115.7407989502, weight_update_time: 0.0848789290, other_time: 1.9378204346
epoch time: 17.5206375122s, input_fired_time: 0.1386422515, output_fired_time: 0.0000000000, propagate_forward_time: 17.0382690430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437271118
validation[          , genome  7155] predictions:    9795/  10000 (97.95%), best:    9786/10000 (97.86%), error:       682.11469, best error:       668.75348 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 210.4231872559s, input_fired_time: 4.1488704681, output_fired_time: 0.8757228255, propagate_forward_time: 74.2652053833, propagate_backward_time: 126.1903686523, weight_update_time: 0.0852807835, other_time: 4.9430236816
epoch time: 17.5019168854s, input_fired_time: 0.1395404786, output_fired_time: 0.0000000000, propagate_forward_time: 17.0197181702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426589966
validation[          , genome  7155] predictions:    9777/  10000 (97.77%), best:    9786/10000 (97.86%), error:       743.07520, best error:       668.75348 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 206.9890441895s, input_fired_time: 6.1423888206, output_fired_time: 0.8757649064, propagate_forward_time: 73.8352737427, propagate_backward_time: 122.1911773682, weight_update_time: 1.0878251791, other_time: 3.9444351196
epoch time: 15.4630165100s, input_fired_time: 0.1390829682, output_fired_time: 0.0000000000, propagate_forward_time: 14.9757080078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482255936
validation[          , genome  7155] predictions:    9741/  10000 (97.41%), best:    9786/10000 (97.86%), error:       781.87561, best error:       668.75348 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 210.2677459717s, input_fired_time: 5.1583604813, output_fired_time: 1.9835579395, propagate_forward_time: 72.3920211792, propagate_backward_time: 124.7671279907, weight_update_time: 0.0856070817, other_time: 5.9666976929
epoch time: 17.5790176392s, input_fired_time: 0.1378547698, output_fired_time: 0.0000000000, propagate_forward_time: 17.1026706696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384914398
validation[          , genome  7155] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       718.78125, best error:       668.75348 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 208.6784820557s, input_fired_time: 3.1467587948, output_fired_time: 2.8822767735, propagate_forward_time: 74.9771728516, propagate_backward_time: 119.7028427124, weight_update_time: 0.0865904987, other_time: 7.9694290161
epoch time: 15.4505481720s, input_fired_time: 0.1399668455, output_fired_time: 0.0000000000, propagate_forward_time: 14.9661664963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444147110
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       703.01556, best error:       668.75348 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 207.7215118408s, input_fired_time: 7.1431369781, output_fired_time: 1.8815755844, propagate_forward_time: 67.9407196045, propagate_backward_time: 125.7776489258, weight_update_time: 0.0845452473, other_time: 4.9784240723
epoch time: 16.5066585541s, input_fired_time: 2.1388928890, output_fired_time: 0.0000000000, propagate_forward_time: 14.0196428299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481225967
validation[          , genome  7155] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       754.17786, best error:       668.75348 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 209.7303314209s, input_fired_time: 2.1447250843, output_fired_time: 4.9229755402, propagate_forward_time: 70.9845962524, propagate_backward_time: 128.7197113037, weight_update_time: 0.0855768844, other_time: 2.9583282471
epoch time: 15.4707317352s, input_fired_time: 0.1392574459, output_fired_time: 0.0000000000, propagate_forward_time: 14.9846630096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468112946
validation[          , genome  7155] predictions:    9774/  10000 (97.74%), best:    9786/10000 (97.86%), error:       743.02271, best error:       668.75348 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 218.2375183105s, input_fired_time: 5.1600680351, output_fired_time: 0.8893036246, propagate_forward_time: 67.2368698120, propagate_backward_time: 137.9125823975, weight_update_time: 0.0861920491, other_time: 7.0387115479
epoch time: 15.6730718613s, input_fired_time: 0.1403605789, output_fired_time: 0.0000000000, propagate_forward_time: 15.1851882935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475227356
validation[          , genome  7155] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       801.01880, best error:       668.75348 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 209.4173126221s, input_fired_time: 1.1469279528, output_fired_time: 0.8767766953, propagate_forward_time: 68.7874832153, propagate_backward_time: 133.6631164551, weight_update_time: 2.0853400230, other_time: 4.9430236816
epoch time: 15.3993434906s, input_fired_time: 0.1377377808, output_fired_time: 0.0000000000, propagate_forward_time: 13.9133625031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3482427597
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       738.32245, best error:       668.75348 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 209.9729156494s, input_fired_time: 2.1558401585, output_fired_time: 0.8889592290, propagate_forward_time: 74.3181076050, propagate_backward_time: 127.6484069824, weight_update_time: 0.0868887305, other_time: 4.9616088867
epoch time: 17.4693546295s, input_fired_time: 0.1378932893, output_fired_time: 0.0000000000, propagate_forward_time: 16.9864940643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449668884
validation[          , genome  7155] predictions:    9719/  10000 (97.19%), best:    9786/10000 (97.86%), error:       910.05322, best error:       668.75348 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 206.5145111084s, input_fired_time: 4.1558742523, output_fired_time: 0.8979096413, propagate_forward_time: 82.0045318604, propagate_backward_time: 114.5210494995, weight_update_time: 0.0849635601, other_time: 4.9351577759
epoch time: 15.7440557480s, input_fired_time: 0.1419150680, output_fired_time: 0.0000000000, propagate_forward_time: 15.2528076172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493328094
validation[          , genome  7155] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       812.68896, best error:       668.75348 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 207.1799774170s, input_fired_time: 3.1480679512, output_fired_time: 2.8788921833, propagate_forward_time: 67.1632919312, propagate_backward_time: 131.0574951172, weight_update_time: 0.0851504654, other_time: 2.9322204590
epoch time: 17.3854980469s, input_fired_time: 0.1380373240, output_fired_time: 0.0000000000, propagate_forward_time: 13.9108963013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3365650177
validation[          , genome  7155] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       792.19537, best error:       668.75348 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 209.7077484131s, input_fired_time: 3.1508457661, output_fired_time: 1.8820419312, propagate_forward_time: 79.1219329834, propagate_backward_time: 123.6160964966, weight_update_time: 0.0850434750, other_time: 1.9368362427
epoch time: 16.5445728302s, input_fired_time: 1.1422761679, output_fired_time: 0.0000000000, propagate_forward_time: 13.0546131134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3476839066
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       756.57074, best error:       668.75348 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 210.5386199951s, input_fired_time: 6.1789021492, output_fired_time: 0.8875396252, propagate_forward_time: 75.2716293335, propagate_backward_time: 125.2439880371, weight_update_time: 0.0853274688, other_time: 2.9565429688
epoch time: 16.4831199646s, input_fired_time: 0.1402977705, output_fired_time: 0.0000000000, propagate_forward_time: 15.9954090118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474140167
validation[          , genome  7155] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       723.31470, best error:       668.75348 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 210.1146697998s, input_fired_time: 3.1544158459, output_fired_time: 4.8845977783, propagate_forward_time: 64.2573394775, propagate_backward_time: 130.8559112549, weight_update_time: 0.0849775225, other_time: 6.9624023438
epoch time: 15.6048650742s, input_fired_time: 0.1432710439, output_fired_time: 0.0000000000, propagate_forward_time: 15.1004161835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611774445
validation[          , genome  7155] predictions:    9797/  10000 (97.97%), best:    9786/10000 (97.86%), error:       681.78650, best error:       668.75348 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 209.6942291260s, input_fired_time: 4.1598262787, output_fired_time: 2.9342806339, propagate_forward_time: 73.2064285278, propagate_backward_time: 124.4441909790, weight_update_time: 0.0848158300, other_time: 4.9495162964
epoch time: 15.5464601517s, input_fired_time: 2.1413478851, output_fired_time: 0.0000000000, propagate_forward_time: 13.0537548065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513574600
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       701.80634, best error:       668.75348 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 209.6765441895s, input_fired_time: 1.1559662819, output_fired_time: 0.9013086557, propagate_forward_time: 71.0131072998, propagate_backward_time: 129.6496276855, weight_update_time: 0.0851812512, other_time: 6.9565429688
epoch time: 15.4379425049s, input_fired_time: 0.1401880085, output_fired_time: 0.0000000000, propagate_forward_time: 14.9544763565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432779312
validation[          , genome  7155] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       791.28241, best error:       668.75348 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 209.4650421143s, input_fired_time: 6.1480627060, output_fired_time: 2.8820779324, propagate_forward_time: 72.9066314697, propagate_backward_time: 121.5378570557, weight_update_time: 0.0859392062, other_time: 5.9904174805
epoch time: 15.5259103775s, input_fired_time: 0.1396033019, output_fired_time: 0.0000000000, propagate_forward_time: 15.0414037704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449029922
validation[          , genome  7155] predictions:    9691/  10000 (96.91%), best:    9786/10000 (97.86%), error:       978.85760, best error:       668.75348 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 208.8339843750s, input_fired_time: 2.1614720821, output_fired_time: 0.8821544051, propagate_forward_time: 74.3487319946, propagate_backward_time: 124.4802322388, weight_update_time: 0.0865105763, other_time: 6.9613876343
epoch time: 17.4926147461s, input_fired_time: 0.1527999192, output_fired_time: 0.0000000000, propagate_forward_time: 15.9672050476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3726100922
validation[          , genome  7155] predictions:    9784/  10000 (97.84%), best:    9786/10000 (97.86%), error:       696.69147, best error:       668.75348 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 209.4782562256s, input_fired_time: 5.1488418579, output_fired_time: 0.8816865683, propagate_forward_time: 78.9228286743, propagate_backward_time: 118.5821228027, weight_update_time: 0.0851956084, other_time: 5.9427719116
epoch time: 16.7172183990s, input_fired_time: 0.1402946115, output_fired_time: 0.0000000000, propagate_forward_time: 14.2305088043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3464145660
validation[          , genome  7155] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       704.33496, best error:       668.75348 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 207.9706878662s, input_fired_time: 5.1515431404, output_fired_time: 2.8903810978, propagate_forward_time: 63.9898338318, propagate_backward_time: 131.9850158691, weight_update_time: 0.0859485343, other_time: 3.9539031982
epoch time: 15.5543212891s, input_fired_time: 0.1431314349, output_fired_time: 0.0000000000, propagate_forward_time: 15.0632934570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478965759
validation[          , genome  7155] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       751.61841, best error:       668.75348 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 210.1904449463s, input_fired_time: 2.1568591595, output_fired_time: 2.8781487942, propagate_forward_time: 78.0370407104, propagate_backward_time: 125.1817932129, weight_update_time: 0.0845443010, other_time: 1.9366073608
epoch time: 17.4214935303s, input_fired_time: 0.1395663023, output_fired_time: 0.0000000000, propagate_forward_time: 14.9354743958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3464527130
validation[          , genome  7155] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       725.03125, best error:       668.75348 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 209.6428222656s, input_fired_time: 3.1592910290, output_fired_time: 3.9583890438, propagate_forward_time: 62.1941604614, propagate_backward_time: 134.3791656494, weight_update_time: 0.0855161995, other_time: 5.9518280029
epoch time: 16.7251815796s, input_fired_time: 0.1430838555, output_fired_time: 0.0000000000, propagate_forward_time: 14.2290849686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3530130386
validation[          , genome  7155] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       733.64093, best error:       668.75348 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 207.9588775635s, input_fired_time: 2.1615157127, output_fired_time: 0.8863728046, propagate_forward_time: 85.1132659912, propagate_backward_time: 114.8499526978, weight_update_time: 1.0856585503, other_time: 4.9477767944
epoch time: 15.3668956757s, input_fired_time: 0.1407779604, output_fired_time: 0.0000000000, propagate_forward_time: 14.8832416534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428764343
validation[          , genome  7155] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       814.66559, best error:       668.75348 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 207.7916107178s, input_fired_time: 4.1479158401, output_fired_time: 0.8800907731, propagate_forward_time: 72.7653045654, propagate_backward_time: 127.0660552979, weight_update_time: 0.0846245810, other_time: 2.9322357178
epoch time: 15.4230546951s, input_fired_time: 0.1409172714, output_fired_time: 0.0000000000, propagate_forward_time: 14.9418973923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402404785
validation[          , genome  7155] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       740.69043, best error:       668.75348 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 209.6983489990s, input_fired_time: 6.1611819267, output_fired_time: 0.8757083416, propagate_forward_time: 67.1686096191, propagate_backward_time: 130.5520935059, weight_update_time: 0.0857311338, other_time: 4.9407653809
epoch time: 15.3461990356s, input_fired_time: 0.1385265291, output_fired_time: 0.0000000000, propagate_forward_time: 14.8667306900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409414291
validation[          , genome  7155] predictions:    9787/  10000 (97.87%), best:    9786/10000 (97.86%), error:       696.99188, best error:       668.75348 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 207.2589569092s, input_fired_time: 2.1576504707, output_fired_time: 1.0105122328, propagate_forward_time: 71.8726806641, propagate_backward_time: 123.2490463257, weight_update_time: 0.0851212889, other_time: 8.9690628052
epoch time: 15.4297056198s, input_fired_time: 1.1411179304, output_fired_time: 0.0000000000, propagate_forward_time: 11.9401369095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3484506607
validation[          , genome  7155] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       709.61035, best error:       668.75348 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 210.3739471436s, input_fired_time: 1.1614499092, output_fired_time: 2.9126520157, propagate_forward_time: 85.2332534790, propagate_backward_time: 117.1158370972, weight_update_time: 0.0856263414, other_time: 3.9507446289
epoch time: 17.3350677490s, input_fired_time: 0.1382714957, output_fired_time: 0.0000000000, propagate_forward_time: 16.8601818085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366146088
validation[          , genome  7155] predictions:    9796/  10000 (97.96%), best:    9786/10000 (97.86%), error:       692.26288, best error:       668.75348 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 209.5281066895s, input_fired_time: 3.1591913700, output_fired_time: 1.8804292679, propagate_forward_time: 76.9335784912, propagate_backward_time: 120.6067962646, weight_update_time: 0.0856415853, other_time: 6.9481048584
epoch time: 16.5077171326s, input_fired_time: 0.1432138383, output_fired_time: 0.0000000000, propagate_forward_time: 14.0224418640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3420619965
validation[          , genome  7155] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       822.09320, best error:       668.75348 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 209.9398040771s, input_fired_time: 1.1683921814, output_fired_time: 0.8945066333, propagate_forward_time: 88.2225112915, propagate_backward_time: 116.6981887817, weight_update_time: 0.0859320313, other_time: 2.9562072754
epoch time: 17.5986919403s, input_fired_time: 0.1408900023, output_fired_time: 0.0000000000, propagate_forward_time: 17.1129207611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448810577
validation[          , genome  7155] predictions:    9785/  10000 (97.85%), best:    9786/10000 (97.86%), error:       705.25226, best error:       668.75348 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 210.0238189697s, input_fired_time: 2.2349984646, output_fired_time: 3.8797624111, propagate_forward_time: 74.9838790894, propagate_backward_time: 124.9079513550, weight_update_time: 0.0854807794, other_time: 4.0172195435
epoch time: 15.5086536407s, input_fired_time: 0.1439490914, output_fired_time: 0.0000000000, propagate_forward_time: 15.0253105164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393936157
validation[          , genome  7155] predictions:    9788/  10000 (97.88%), best:    9786/10000 (97.86%), error:       721.91180, best error:       668.75348 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 240.9954376221s, input_fired_time: 3.6038494110, output_fired_time: 5.1771941185, propagate_forward_time: 78.6704330444, propagate_backward_time: 149.7888031006, weight_update_time: 0.1201014370, other_time: 3.7551422119
epoch time: 21.5162563324s, input_fired_time: 0.3048752248, output_fired_time: 0.0000000000, propagate_forward_time: 17.5685691833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6428127289
validation[          , genome  7155] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       727.36554, best error:       668.75348 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 237.4002532959s, input_fired_time: 5.7345590591, output_fired_time: 1.1545188427, propagate_forward_time: 81.8257217407, propagate_backward_time: 142.8437042236, weight_update_time: 0.1346503198, other_time: 5.8417510986
epoch time: 17.0926361084s, input_fired_time: 0.2124522030, output_fired_time: 0.0000000000, propagate_forward_time: 16.4639396667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162445068
validation[          , genome  7155] predictions:    9783/  10000 (97.83%), best:    9786/10000 (97.86%), error:       716.24170, best error:       668.75348 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 232.4393005371s, input_fired_time: 2.7094190121, output_fired_time: 1.1813718081, propagate_forward_time: 78.0536346436, propagate_backward_time: 142.8732757568, weight_update_time: 2.1305665970, other_time: 7.6216125488
epoch time: 17.2809238434s, input_fired_time: 0.2089685351, output_fired_time: 0.0000000000, propagate_forward_time: 16.6186351776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533195496
validation[          , genome  7155] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       848.82196, best error:       668.75348 on epoch:    60, 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: 90.2984237671s, input_fired_time: 1.0517315865, output_fired_time: 0.0000000000, propagate_forward_time: 86.0337753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2129135132
best training[          , genome  7155] predictions:   49599/  50000 (99.20%), best:    9786/10000 (97.86%), error:      1477.26343, best error:       668.75348 on epoch:    60, 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: 18.1154022217s, input_fired_time: 0.2111500204, output_fired_time: 0.0000000000, propagate_forward_time: 17.5020790100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021739960
   testing[          , genome  7155] predictions:    9803/  10000 (98.03%), best:    9786/10000 (97.86%), error:       645.76367, best error:       668.75348 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:12:26 (7612): called boinc_finish(0)

</stderr_txt>
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