Nameexact_genome_1512568488_44_4470_1
Workunit2593678
Created7 Dec 2017, 10:09:20 UTC
Sent7 Dec 2017, 10:13:00 UTC
Report deadline10 Dec 2017, 9:40:21 UTC
Received7 Dec 2017, 22:00:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time1 hours 4 min 59 sec
CPU time56 min 55 sec
Validate stateValid
Credit744.33
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.93 MB
Peak swap size157.68 MB
Peak disk usage1.87 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0451705977, output_fired_time: 0.0000000000, propagate_forward_time: 2.1626415253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727565765
validation[          , genome  4470] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1316.58313, best error:      1316.58313 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 30.7078380585s, input_fired_time: 0.4230322838, output_fired_time: 0.3496882915, propagate_forward_time: 10.7432527542, propagate_backward_time: 17.6880645752, weight_update_time: 0.0702947229, other_time: 1.5037994385
epoch time: 2.4673976898s, input_fired_time: 0.0452955253, output_fired_time: 0.0000000000, propagate_forward_time: 2.1494488716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726533413
validation[          , genome  4470] predictions:    9572/  10000 (95.72%), best:    9602/10000 (96.02%), error:      1390.74768, best error:      1316.58313 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 30.7031669617s, input_fired_time: 0.4238823652, output_fired_time: 0.3493579626, propagate_forward_time: 10.7512397766, propagate_backward_time: 17.6844024658, weight_update_time: 0.0699312091, other_time: 1.4942855835
epoch time: 2.4872159958s, input_fired_time: 0.0458121672, output_fired_time: 0.0000000000, propagate_forward_time: 2.1678149700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735888958
validation[          , genome  4470] predictions:    9494/  10000 (94.94%), best:    9602/10000 (96.02%), error:      1579.32556, best error:      1316.58313 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 30.7183361053s, input_fired_time: 0.4244340658, output_fired_time: 0.3493431509, propagate_forward_time: 10.7551307678, propagate_backward_time: 17.6929340363, weight_update_time: 0.0699644983, other_time: 1.4964942932
epoch time: 2.4667818546s, input_fired_time: 0.0452581458, output_fired_time: 0.0000000000, propagate_forward_time: 2.1488630772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726607323
validation[          , genome  4470] predictions:    9575/  10000 (95.75%), best:    9602/10000 (96.02%), error:      1359.34277, best error:      1316.58313 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 30.7238636017s, input_fired_time: 0.4240425825, output_fired_time: 0.3500034213, propagate_forward_time: 10.7528562546, propagate_backward_time: 17.7004051208, weight_update_time: 0.0699895918, other_time: 1.4965553284
epoch time: 2.4632365704s, input_fired_time: 0.0452863090, output_fired_time: 0.0000000000, propagate_forward_time: 2.1454000473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725501060
validation[          , genome  4470] predictions:    9582/  10000 (95.82%), best:    9602/10000 (96.02%), error:      1336.05359, best error:      1316.58313 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 30.7262649536s, input_fired_time: 0.4253710210, output_fired_time: 0.3494727612, propagate_forward_time: 10.7697620392, propagate_backward_time: 17.6861858368, weight_update_time: 0.0699624717, other_time: 1.4954738617
epoch time: 2.4629402161s, input_fired_time: 0.0451317057, output_fired_time: 0.0000000000, propagate_forward_time: 2.1453144550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724940777
validation[          , genome  4470] predictions:    9566/  10000 (95.66%), best:    9602/10000 (96.02%), error:      1371.28430, best error:      1316.58313 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 30.6996936798s, input_fired_time: 0.4245381057, output_fired_time: 0.3492388725, propagate_forward_time: 10.7445840836, propagate_backward_time: 17.6869392395, weight_update_time: 0.0699378327, other_time: 1.4943923950
epoch time: 2.4653322697s, input_fired_time: 0.0448598303, output_fired_time: 0.0000000000, propagate_forward_time: 2.1473748684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730975151
validation[          , genome  4470] predictions:    9567/  10000 (95.67%), best:    9602/10000 (96.02%), error:      1396.05847, best error:      1316.58313 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 30.7781581879s, input_fired_time: 0.4254711866, output_fired_time: 0.3496658504, propagate_forward_time: 10.8209543228, propagate_backward_time: 17.6868724823, weight_update_time: 0.0698380172, other_time: 1.4951953888
epoch time: 2.4771997929s, input_fired_time: 0.0453513600, output_fired_time: 0.0000000000, propagate_forward_time: 2.1589510441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728974819
validation[          , genome  4470] predictions:    9565/  10000 (95.65%), best:    9602/10000 (96.02%), error:      1408.65881, best error:      1316.58313 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 30.6952400208s, input_fired_time: 0.4249431491, output_fired_time: 0.3495696187, propagate_forward_time: 10.7401723862, propagate_backward_time: 17.6865463257, weight_update_time: 0.0698749274, other_time: 1.4940071106
epoch time: 2.4660322666s, input_fired_time: 0.0457589179, output_fired_time: 0.0000000000, propagate_forward_time: 2.1479821205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722911835
validation[          , genome  4470] predictions:    9538/  10000 (95.38%), best:    9602/10000 (96.02%), error:      1417.67700, best error:      1316.58313 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 30.7689571381s, input_fired_time: 0.4266217649, output_fired_time: 0.3501046002, propagate_forward_time: 10.7927255630, propagate_backward_time: 17.7025547028, weight_update_time: 0.0699793771, other_time: 1.4969501495
epoch time: 2.4636402130s, input_fired_time: 0.0460825078, output_fired_time: 0.0000000000, propagate_forward_time: 2.1454453468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721123695
validation[          , genome  4470] predictions:    9541/  10000 (95.41%), best:    9602/10000 (96.02%), error:      1505.32739, best error:      1316.58313 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 30.7052516937s, input_fired_time: 0.4253220856, output_fired_time: 0.3497101068, propagate_forward_time: 10.7373189926, propagate_backward_time: 17.6985778809, weight_update_time: 0.0699004903, other_time: 1.4943237305
epoch time: 2.4757046700s, input_fired_time: 0.0459427275, output_fired_time: 0.0000000000, propagate_forward_time: 2.1568472385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729146481
validation[          , genome  4470] predictions:    9593/  10000 (95.93%), best:    9602/10000 (96.02%), error:      1343.62634, best error:      1316.58313 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 30.7193489075s, input_fired_time: 0.4263890982, output_fired_time: 0.3499343693, propagate_forward_time: 10.7506437302, propagate_backward_time: 17.6936569214, weight_update_time: 0.0699675903, other_time: 1.4987258911
epoch time: 2.4822578430s, input_fired_time: 0.0456856824, output_fired_time: 0.0000000000, propagate_forward_time: 2.1632044315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733676434
validation[          , genome  4470] predictions:    9609/  10000 (96.09%), best:    9602/10000 (96.02%), error:      1319.69958, best error:      1316.58313 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 30.6815567017s, input_fired_time: 0.4276675284, output_fired_time: 0.3492506742, propagate_forward_time: 10.7307777405, propagate_backward_time: 17.6802310944, weight_update_time: 0.0698436722, other_time: 1.4936294556
epoch time: 2.4720339775s, input_fired_time: 0.0458024405, output_fired_time: 0.0000000000, propagate_forward_time: 2.1531875134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730441093
validation[          , genome  4470] predictions:    9568/  10000 (95.68%), best:    9602/10000 (96.02%), error:      1358.55664, best error:      1316.58313 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 30.7267990112s, input_fired_time: 0.4273394346, output_fired_time: 0.3497170210, propagate_forward_time: 10.7526998520, propagate_backward_time: 17.6994590759, weight_update_time: 0.0699685737, other_time: 1.4975852966
epoch time: 2.4767858982s, input_fired_time: 0.0451921187, output_fired_time: 0.0000000000, propagate_forward_time: 2.1588187218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727751732
validation[          , genome  4470] predictions:    9529/  10000 (95.29%), best:    9602/10000 (96.02%), error:      1455.39551, best error:      1316.58313 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 30.7929553986s, input_fired_time: 0.4283812344, output_fired_time: 0.3501154482, propagate_forward_time: 10.7917528152, propagate_backward_time: 17.7140254974, weight_update_time: 0.0703152344, other_time: 1.5086803436
epoch time: 2.4804253578s, input_fired_time: 0.0464987643, output_fired_time: 0.0000000000, propagate_forward_time: 2.1598865986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740399837
validation[          , genome  4470] predictions:    9495/  10000 (94.95%), best:    9602/10000 (96.02%), error:      1595.00989, best error:      1316.58313 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 30.7852973938s, input_fired_time: 0.4278792143, output_fired_time: 0.3503149450, propagate_forward_time: 10.7879686356, propagate_backward_time: 17.7105464935, weight_update_time: 0.0702537820, other_time: 1.5085887909
epoch time: 2.4725773335s, input_fired_time: 0.0460911803, output_fired_time: 0.0000000000, propagate_forward_time: 2.1535866261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728996277
validation[          , genome  4470] predictions:    9576/  10000 (95.76%), best:    9602/10000 (96.02%), error:      1387.81921, best error:      1316.58313 on epoch:    14, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.9433326721s, input_fired_time: 0.4298413694, output_fired_time: 0.3517512679, propagate_forward_time: 14.1026382446, propagate_backward_time: 22.7869262695, weight_update_time: 0.0708579198, other_time: 2.2721786499
epoch time: 3.2183547020s, input_fired_time: 0.0458674617, output_fired_time: 0.0000000000, propagate_forward_time: 2.8985512257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739360332
validation[          , genome  4470] predictions:    9565/  10000 (95.65%), best:    9602/10000 (96.02%), error:      1387.29028, best error:      1316.58313 on epoch:    14, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 41.2080574036s, input_fired_time: 0.9307841659, output_fired_time: 0.3516290784, propagate_forward_time: 13.8446760178, propagate_backward_time: 24.0552463531, weight_update_time: 0.0709511340, other_time: 2.0257244110
epoch time: 3.4739582539s, input_fired_time: 0.0465228260, output_fired_time: 0.0000000000, propagate_forward_time: 3.1536703110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737650871
validation[          , genome  4470] predictions:    9569/  10000 (95.69%), best:    9602/10000 (96.02%), error:      1359.54443, best error:      1316.58313 on epoch:    14, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 41.2875823975s, input_fired_time: 0.4317807853, output_fired_time: 0.3520532548, propagate_forward_time: 14.6430168152, propagate_backward_time: 23.5750522614, weight_update_time: 0.0712536946, other_time: 2.2856769562
epoch time: 3.2641637325s, input_fired_time: 0.0468423180, output_fired_time: 0.0000000000, propagate_forward_time: 2.9406659603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766554356
validation[          , genome  4470] predictions:    9588/  10000 (95.88%), best:    9602/10000 (96.02%), error:      1324.12390, best error:      1316.58313 on epoch:    14, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 41.0784034729s, input_fired_time: 0.4294254780, output_fired_time: 0.3499838114, propagate_forward_time: 14.5480260849, propagate_backward_time: 23.7260799408, weight_update_time: 0.3207736015, other_time: 2.0248889923
epoch time: 3.2230865955s, input_fired_time: 0.0459683351, output_fired_time: 0.0000000000, propagate_forward_time: 2.9035441875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735741138
validation[          , genome  4470] predictions:    9586/  10000 (95.86%), best:    9586/10000 (95.86%), error:      1294.57349, best error:      1294.57349 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 41.1532020569s, input_fired_time: 0.4308955669, output_fired_time: 0.3507438600, propagate_forward_time: 14.3357048035, propagate_backward_time: 23.5076847076, weight_update_time: 0.0709132701, other_time: 2.5281734467
epoch time: 3.2671446800s, input_fired_time: 0.0462151319, output_fired_time: 0.0000000000, propagate_forward_time: 2.6944165230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265130997
validation[          , genome  4470] predictions:    9579/  10000 (95.79%), best:    9586/10000 (95.86%), error:      1352.40503, best error:      1294.57349 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 41.1121330261s, input_fired_time: 0.6811049581, output_fired_time: 0.3503488898, propagate_forward_time: 14.5743513107, propagate_backward_time: 23.9815311432, weight_update_time: 0.0710427612, other_time: 1.5247936249
epoch time: 3.4777264595s, input_fired_time: 0.0476134121, output_fired_time: 0.0000000000, propagate_forward_time: 3.1556797028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744333744
validation[          , genome  4470] predictions:    9548/  10000 (95.48%), best:    9586/10000 (95.86%), error:      1437.96423, best error:      1294.57349 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 41.1477241516s, input_fired_time: 0.4317000806, output_fired_time: 0.3508740664, propagate_forward_time: 14.8278875351, propagate_backward_time: 23.5114841461, weight_update_time: 0.0709695518, other_time: 2.0257740021
epoch time: 3.2218618393s, input_fired_time: 0.0467937030, output_fired_time: 0.0000000000, propagate_forward_time: 2.9014213085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736468315
validation[          , genome  4470] predictions:    9584/  10000 (95.84%), best:    9586/10000 (95.86%), error:      1336.35266, best error:      1294.57349 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 41.0481719971s, input_fired_time: 0.4304989874, output_fired_time: 0.5997804999, propagate_forward_time: 14.2859153748, propagate_backward_time: 23.7085075378, weight_update_time: 0.0708390027, other_time: 2.0234680176
epoch time: 3.2268347740s, input_fired_time: 0.0458546840, output_fired_time: 0.0000000000, propagate_forward_time: 2.9069817066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739984989
validation[          , genome  4470] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1248.73804, best error:      1248.73804 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 41.1994209290s, input_fired_time: 0.4324358702, output_fired_time: 0.3508453369, propagate_forward_time: 14.8336706161, propagate_backward_time: 23.8037910461, weight_update_time: 0.0710519850, other_time: 1.7786788940
epoch time: 3.2259955406s, input_fired_time: 0.2951055765, output_fired_time: 0.0000000000, propagate_forward_time: 2.6564407349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744493484
validation[          , genome  4470] predictions:    9516/  10000 (95.16%), best:    9615/10000 (96.15%), error:      1554.94934, best error:      1248.73804 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 40.8440628052s, input_fired_time: 0.6983934641, output_fired_time: 0.3498856127, propagate_forward_time: 14.5474042892, propagate_backward_time: 23.4733371735, weight_update_time: 0.0710382015, other_time: 1.7750415802
epoch time: 3.4744732380s, input_fired_time: 0.2955729663, output_fired_time: 0.0000000000, propagate_forward_time: 2.9049499035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739503384
validation[          , genome  4470] predictions:    9545/  10000 (95.45%), best:    9615/10000 (96.15%), error:      1413.64514, best error:      1248.73804 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 41.1658248901s, input_fired_time: 0.4330427647, output_fired_time: 0.3508682847, propagate_forward_time: 14.3393421173, propagate_backward_time: 24.0238685608, weight_update_time: 0.3206695020, other_time: 2.0187015533
epoch time: 3.2683022022s, input_fired_time: 0.2975611091, output_fired_time: 0.0000000000, propagate_forward_time: 2.6921145916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786264420
validation[          , genome  4470] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1243.38184, best error:      1243.38184 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 41.7196426392s, input_fired_time: 0.4387921095, output_fired_time: 0.6025987864, propagate_forward_time: 13.9157094955, propagate_backward_time: 24.7235393524, weight_update_time: 0.0717539638, other_time: 2.0389995575
epoch time: 3.2836606503s, input_fired_time: 0.0480179153, output_fired_time: 0.0000000000, propagate_forward_time: 2.9559352398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797074318
validation[          , genome  4470] predictions:    9520/  10000 (95.20%), best:    9615/10000 (96.15%), error:      1452.96204, best error:      1243.38184 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 41.8391723633s, input_fired_time: 0.6904187202, output_fired_time: 0.3549021482, propagate_forward_time: 12.7498865128, propagate_backward_time: 25.7427101135, weight_update_time: 0.3225811720, other_time: 2.3012580872
epoch time: 3.2532427311s, input_fired_time: 0.0474890135, output_fired_time: 0.0000000000, propagate_forward_time: 2.9285342693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772195339
validation[          , genome  4470] predictions:    9532/  10000 (95.32%), best:    9615/10000 (96.15%), error:      1494.21228, best error:      1243.38184 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 41.7643623352s, input_fired_time: 0.6902256608, output_fired_time: 0.3547545671, propagate_forward_time: 15.7039356232, propagate_backward_time: 22.9793300629, weight_update_time: 0.0715589076, other_time: 2.0361137390
epoch time: 3.2970480919s, input_fired_time: 0.0488555543, output_fired_time: 0.0000000000, propagate_forward_time: 2.9673256874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808668613
validation[          , genome  4470] predictions:    9574/  10000 (95.74%), best:    9615/10000 (96.15%), error:      1343.99365, best error:      1243.38184 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 41.6822280884s, input_fired_time: 0.6905509233, output_fired_time: 0.3549445271, propagate_forward_time: 14.6679487228, propagate_backward_time: 22.9370841980, weight_update_time: 0.3215455711, other_time: 3.0316963196
epoch time: 3.2627227306s, input_fired_time: 0.0480624586, output_fired_time: 0.0000000000, propagate_forward_time: 2.9397742748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748858929
validation[          , genome  4470] predictions:    9585/  10000 (95.85%), best:    9615/10000 (96.15%), error:      1324.23743, best error:      1243.38184 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.7725753784s, input_fired_time: 0.4420673847, output_fired_time: 0.3535005450, propagate_forward_time: 14.9577360153, propagate_backward_time: 24.2377128601, weight_update_time: 0.0713515133, other_time: 1.7815589905
epoch time: 3.2475688457s, input_fired_time: 0.0474280566, output_fired_time: 0.0000000000, propagate_forward_time: 2.6735246181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266160965
validation[          , genome  4470] predictions:    9589/  10000 (95.89%), best:    9615/10000 (96.15%), error:      1317.06689, best error:      1243.38184 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 41.8976364136s, input_fired_time: 0.6929944158, output_fired_time: 0.3564237356, propagate_forward_time: 15.2323913574, propagate_backward_time: 23.3255596161, weight_update_time: 0.0718051568, other_time: 2.2902698517
epoch time: 3.2736203671s, input_fired_time: 0.0485734306, output_fired_time: 0.0000000000, propagate_forward_time: 2.9450974464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799494267
validation[          , genome  4470] predictions:    9601/  10000 (96.01%), best:    9615/10000 (96.15%), error:      1266.36865, best error:      1243.38184 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 42.0408477783s, input_fired_time: 0.4487015307, output_fired_time: 0.6084985137, propagate_forward_time: 15.8106908798, propagate_backward_time: 23.3793182373, weight_update_time: 0.0720084831, other_time: 1.7936401367
epoch time: 3.3352231979s, input_fired_time: 0.0504945107, output_fired_time: 0.0000000000, propagate_forward_time: 2.7499907017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347380638
validation[          , genome  4470] predictions:    9599/  10000 (95.99%), best:    9615/10000 (96.15%), error:      1292.89819, best error:      1243.38184 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 42.6949310303s, input_fired_time: 0.4481464326, output_fired_time: 0.3611016572, propagate_forward_time: 14.1745538712, propagate_backward_time: 25.8975200653, weight_update_time: 0.0731154382, other_time: 1.8136081696
epoch time: 3.2621629238s, input_fired_time: 0.0485304184, output_fired_time: 0.0000000000, propagate_forward_time: 2.6867430210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268895626
validation[          , genome  4470] predictions:    9551/  10000 (95.51%), best:    9615/10000 (96.15%), error:      1362.15320, best error:      1243.38184 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 42.4411354065s, input_fired_time: 0.9510452747, output_fired_time: 0.6117435098, propagate_forward_time: 15.4357147217, propagate_backward_time: 23.3908996582, weight_update_time: 0.0723791197, other_time: 2.0517311096
epoch time: 3.3357496262s, input_fired_time: 0.2990239561, output_fired_time: 0.0000000000, propagate_forward_time: 2.7530860901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836396694
validation[          , genome  4470] predictions:    9577/  10000 (95.77%), best:    9615/10000 (96.15%), error:      1381.15955, best error:      1243.38184 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 41.9550323486s, input_fired_time: 0.4492393136, output_fired_time: 0.6094676852, propagate_forward_time: 13.6446390152, propagate_backward_time: 24.9413623810, weight_update_time: 0.0728153959, other_time: 2.3103275299
epoch time: 3.3242197037s, input_fired_time: 0.0494126566, output_fired_time: 0.0000000000, propagate_forward_time: 2.7426452637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321617126
validation[          , genome  4470] predictions:    9566/  10000 (95.66%), best:    9615/10000 (96.15%), error:      1371.76270, best error:      1243.38184 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 41.9857482910s, input_fired_time: 0.4503160715, output_fired_time: 0.3595523536, propagate_forward_time: 14.1289176941, propagate_backward_time: 25.2357082367, weight_update_time: 0.0729802251, other_time: 1.8112545013
epoch time: 3.5596585274s, input_fired_time: 0.0492795110, output_fired_time: 0.0000000000, propagate_forward_time: 3.2283539772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820250988
validation[          , genome  4470] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1197.20349, best error:      1197.20349 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 42.5005302429s, input_fired_time: 0.7043315768, output_fired_time: 0.6132527590, propagate_forward_time: 15.4549293518, propagate_backward_time: 23.6653385162, weight_update_time: 0.0730790868, other_time: 2.0626773834
epoch time: 3.2957992554s, input_fired_time: 0.0494617671, output_fired_time: 0.0000000000, propagate_forward_time: 2.9647417068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2815957069
validation[          , genome  4470] predictions:    9619/  10000 (96.19%), best:    9638/10000 (96.38%), error:      1202.66528, best error:      1197.20349 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 42.4823799133s, input_fired_time: 0.4565683901, output_fired_time: 0.6140057445, propagate_forward_time: 15.2253379822, propagate_backward_time: 23.8713703156, weight_update_time: 0.3232691884, other_time: 2.3150959015
epoch time: 3.5843496323s, input_fired_time: 0.0505088456, output_fired_time: 0.0000000000, propagate_forward_time: 3.2498641014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839767933
validation[          , genome  4470] predictions:    9605/  10000 (96.05%), best:    9638/10000 (96.38%), error:      1295.64001, best error:      1197.20349 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 41.9445381165s, input_fired_time: 0.4525199533, output_fired_time: 0.3597439528, propagate_forward_time: 13.6377344131, propagate_backward_time: 24.9369697571, weight_update_time: 0.0725824088, other_time: 2.5575714111
epoch time: 3.6014614105s, input_fired_time: 0.0513178296, output_fired_time: 0.0000000000, propagate_forward_time: 3.2630043030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871391773
validation[          , genome  4470] predictions:    9549/  10000 (95.49%), best:    9638/10000 (96.38%), error:      1483.63281, best error:      1197.20349 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 42.3604965210s, input_fired_time: 0.7207312584, output_fired_time: 0.6110915542, propagate_forward_time: 13.9109859467, propagate_backward_time: 25.0515117645, weight_update_time: 0.0731456280, other_time: 2.0661773682
epoch time: 3.4129793644s, input_fired_time: 0.0504432954, output_fired_time: 0.0000000000, propagate_forward_time: 3.0693807602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931551933
validation[          , genome  4470] predictions:    9553/  10000 (95.53%), best:    9638/10000 (96.38%), error:      1326.25061, best error:      1197.20349 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 42.3989982605s, input_fired_time: 0.7055982947, output_fired_time: 1.1121215820, propagate_forward_time: 14.9137840271, propagate_backward_time: 23.1050148010, weight_update_time: 0.0728686377, other_time: 2.5624809265
epoch time: 3.6216795444s, input_fired_time: 0.0512814708, output_fired_time: 0.0000000000, propagate_forward_time: 3.0308890343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395090580
validation[          , genome  4470] predictions:    9615/  10000 (96.15%), best:    9638/10000 (96.38%), error:      1254.25562, best error:      1197.20349 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 42.3149528503s, input_fired_time: 0.7071568966, output_fired_time: 0.3619861901, propagate_forward_time: 16.1574459076, propagate_backward_time: 23.2858333588, weight_update_time: 0.0723898783, other_time: 1.8025283813
epoch time: 3.2801496983s, input_fired_time: 0.0492687598, output_fired_time: 0.0000000000, propagate_forward_time: 2.9503195286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805614471
validation[          , genome  4470] predictions:    9596/  10000 (95.96%), best:    9638/10000 (96.38%), error:      1317.18591, best error:      1197.20349 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 42.2955474854s, input_fired_time: 0.9565892220, output_fired_time: 0.3608115911, propagate_forward_time: 14.8767490387, propagate_backward_time: 23.7919197083, weight_update_time: 0.0727129802, other_time: 2.3094768524
epoch time: 3.3464078903s, input_fired_time: 0.0518339314, output_fired_time: 0.0000000000, propagate_forward_time: 3.0070064068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875676155
validation[          , genome  4470] predictions:    9566/  10000 (95.66%), best:    9638/10000 (96.38%), error:      1312.00842, best error:      1197.20349 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 42.1476211548s, input_fired_time: 0.4557945132, output_fired_time: 0.3600348830, propagate_forward_time: 15.3204002380, propagate_backward_time: 22.9631290436, weight_update_time: 0.0721179843, other_time: 3.0482616425
epoch time: 3.2904326916s, input_fired_time: 0.0502328649, output_fired_time: 0.0000000000, propagate_forward_time: 2.7094528675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307469368
validation[          , genome  4470] predictions:    9616/  10000 (96.16%), best:    9638/10000 (96.38%), error:      1217.21704, best error:      1197.20349 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 42.5259971619s, input_fired_time: 0.4605648518, output_fired_time: 0.6132050753, propagate_forward_time: 14.7160873413, propagate_backward_time: 24.6671180725, weight_update_time: 0.0731876269, other_time: 2.0690231323
epoch time: 3.5513319969s, input_fired_time: 0.0501919053, output_fired_time: 0.0000000000, propagate_forward_time: 2.7193834782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7817566395
validation[          , genome  4470] predictions:    9572/  10000 (95.72%), best:    9638/10000 (96.38%), error:      1317.55554, best error:      1197.20349 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 42.4735488892s, input_fired_time: 0.4592890143, output_fired_time: 0.3620586693, propagate_forward_time: 15.0058917999, propagate_backward_time: 25.0809898376, weight_update_time: 0.0732603297, other_time: 1.5653171539
epoch time: 3.3190660477s, input_fired_time: 0.0514099859, output_fired_time: 0.0000000000, propagate_forward_time: 2.7350623608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325937271
validation[          , genome  4470] predictions:    9602/  10000 (96.02%), best:    9638/10000 (96.38%), error:      1245.54541, best error:      1197.20349 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 42.3207931519s, input_fired_time: 0.4595858157, output_fired_time: 0.3608839512, propagate_forward_time: 15.1496362686, propagate_backward_time: 24.2880153656, weight_update_time: 0.0727953911, other_time: 2.0626697540
epoch time: 3.5407016277s, input_fired_time: 0.0490086228, output_fired_time: 0.0000000000, propagate_forward_time: 2.9612812996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304117203
validation[          , genome  4470] predictions:    9543/  10000 (95.43%), best:    9638/10000 (96.38%), error:      1442.09143, best error:      1197.20349 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 42.2905921936s, input_fired_time: 0.4514577091, output_fired_time: 0.8606860638, propagate_forward_time: 13.8282518387, propagate_backward_time: 25.0904655457, weight_update_time: 0.0726601928, other_time: 2.0597305298
epoch time: 3.2631502151s, input_fired_time: 0.0504719801, output_fired_time: 0.0000000000, propagate_forward_time: 2.9346756935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2780025005
validation[          , genome  4470] predictions:    9605/  10000 (96.05%), best:    9638/10000 (96.38%), error:      1282.03918, best error:      1197.20349 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 41.7744712830s, input_fired_time: 0.4572113156, output_fired_time: 0.3567901850, propagate_forward_time: 14.8660802841, propagate_backward_time: 23.7895965576, weight_update_time: 0.0722726136, other_time: 2.3047943115
epoch time: 3.5367629528s, input_fired_time: 0.0504852608, output_fired_time: 0.0000000000, propagate_forward_time: 3.2080156803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782618999
validation[          , genome  4470] predictions:    9579/  10000 (95.79%), best:    9638/10000 (96.38%), error:      1254.36157, best error:      1197.20349 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 42.1515541077s, input_fired_time: 0.9553296566, output_fired_time: 0.3564775288, propagate_forward_time: 14.8215179443, propagate_backward_time: 24.2197208405, weight_update_time: 0.0721732900, other_time: 1.7985095978
epoch time: 3.2678542137s, input_fired_time: 0.0505974405, output_fired_time: 0.0000000000, propagate_forward_time: 2.9390282631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782285213
validation[          , genome  4470] predictions:    9544/  10000 (95.44%), best:    9638/10000 (96.38%), error:      1423.35461, best error:      1197.20349 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 41.8636245728s, input_fired_time: 0.7028681040, output_fired_time: 0.6086498499, propagate_forward_time: 14.5595846176, propagate_backward_time: 23.9408931732, weight_update_time: 0.0721461549, other_time: 2.0516262054
epoch time: 3.5515344143s, input_fired_time: 0.3010951579, output_fired_time: 0.0000000000, propagate_forward_time: 2.9708025455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796366215
validation[          , genome  4470] predictions:    9608/  10000 (96.08%), best:    9638/10000 (96.38%), error:      1233.78125, best error:      1197.20349 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 42.2722892761s, input_fired_time: 0.4571645558, output_fired_time: 0.6098070741, propagate_forward_time: 15.4420557022, propagate_backward_time: 23.7046031952, weight_update_time: 0.0727831125, other_time: 2.0586605072
epoch time: 3.2826063633s, input_fired_time: 0.0496967956, output_fired_time: 0.0000000000, propagate_forward_time: 2.7046763897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282332897
validation[          , genome  4470] predictions:    9580/  10000 (95.80%), best:    9638/10000 (96.38%), error:      1287.01428, best error:      1197.20349 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 42.0549392700s, input_fired_time: 0.7064647675, output_fired_time: 0.3585498929, propagate_forward_time: 15.5594024658, propagate_backward_time: 23.6290702820, weight_update_time: 0.0723136067, other_time: 1.8014488220
epoch time: 3.2910428047s, input_fired_time: 0.0505626127, output_fired_time: 0.0000000000, propagate_forward_time: 2.9625899792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778902054
validation[          , genome  4470] predictions:    9612/  10000 (96.12%), best:    9638/10000 (96.38%), error:      1214.62744, best error:      1197.20349 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 42.1567230225s, input_fired_time: 0.4519309103, output_fired_time: 0.6098093390, propagate_forward_time: 15.8186616898, propagate_backward_time: 23.4762592316, weight_update_time: 0.0723141059, other_time: 1.8000621796
epoch time: 3.3166208267s, input_fired_time: 0.0515425615, output_fired_time: 0.0000000000, propagate_forward_time: 2.9851396084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799386978
validation[          , genome  4470] predictions:    9537/  10000 (95.37%), best:    9638/10000 (96.38%), error:      1459.65601, best error:      1197.20349 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 41.9243698120s, input_fired_time: 0.4554294050, output_fired_time: 0.3594051301, propagate_forward_time: 15.9031600952, propagate_backward_time: 23.1524906158, weight_update_time: 0.0723561049, other_time: 2.0538845062
epoch time: 3.5656671524s, input_fired_time: 0.0520325713, output_fired_time: 0.0000000000, propagate_forward_time: 3.2312855721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823491096
validation[          , genome  4470] predictions:    9616/  10000 (96.16%), best:    9638/10000 (96.38%), error:      1246.12366, best error:      1197.20349 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 41.9632644653s, input_fired_time: 0.9565297365, output_fired_time: 0.3576650620, propagate_forward_time: 13.8907136917, propagate_backward_time: 24.9420795441, weight_update_time: 0.0732208714, other_time: 1.8162746429
epoch time: 3.5687735081s, input_fired_time: 0.0507203080, output_fired_time: 0.0000000000, propagate_forward_time: 3.2370054722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810478210
validation[          , genome  4470] predictions:    9618/  10000 (96.18%), best:    9638/10000 (96.38%), error:      1226.68616, best error:      1197.20349 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 40.3859291077s, input_fired_time: 0.9506978989, output_fired_time: 0.3564621210, propagate_forward_time: 14.2432336807, propagate_backward_time: 23.0355663300, weight_update_time: 0.0721175149, other_time: 1.7999706268
epoch time: 2.5040767193s, input_fired_time: 0.0505323671, output_fired_time: 0.0000000000, propagate_forward_time: 2.1767380238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768063545
validation[          , genome  4470] predictions:    9561/  10000 (95.61%), best:    9638/10000 (96.38%), error:      1380.24036, best error:      1197.20349 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 30.9168186188s, input_fired_time: 0.4484342337, output_fired_time: 0.3508280516, propagate_forward_time: 10.8137998581, propagate_backward_time: 17.7826614380, weight_update_time: 0.0709050670, other_time: 1.5210952759
epoch time: 2.4810416698s, input_fired_time: 0.0490045473, output_fired_time: 0.0000000000, propagate_forward_time: 2.1579675674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740695477
validation[          , genome  4470] predictions:    9560/  10000 (95.60%), best:    9638/10000 (96.38%), error:      1325.12573, best error:      1197.20349 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 30.8675727844s, input_fired_time: 0.4473063946, output_fired_time: 0.3512750864, propagate_forward_time: 10.7990255356, propagate_backward_time: 17.7542228699, weight_update_time: 0.0708190277, other_time: 1.5157432556
epoch time: 2.4841005802s, input_fired_time: 0.0493619330, output_fired_time: 0.0000000000, propagate_forward_time: 2.1610503197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736883163
validation[          , genome  4470] predictions:    9601/  10000 (96.01%), best:    9638/10000 (96.38%), error:      1291.51990, best error:      1197.20349 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 30.8026599884s, input_fired_time: 0.4485232830, output_fired_time: 0.3496364653, propagate_forward_time: 10.7654113770, propagate_backward_time: 17.7259330750, weight_update_time: 0.0703971609, other_time: 1.5131568909
epoch time: 2.4952106476s, input_fired_time: 0.0499128811, output_fired_time: 0.0000000000, propagate_forward_time: 2.1702942848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750034332
validation[          , genome  4470] predictions:    9550/  10000 (95.50%), best:    9638/10000 (96.38%), error:      1417.45093, best error:      1197.20349 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 30.8726367950s, input_fired_time: 0.4501766562, output_fired_time: 0.3505466580, propagate_forward_time: 10.8057775497, propagate_backward_time: 17.7459754944, weight_update_time: 0.0706976280, other_time: 1.5201606750
epoch time: 2.4722065926s, input_fired_time: 0.0503639281, output_fired_time: 0.0000000000, propagate_forward_time: 2.1483952999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734472752
validation[          , genome  4470] predictions:    9566/  10000 (95.66%), best:    9638/10000 (96.38%), error:      1349.81580, best error:      1197.20349 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 30.8446311951s, input_fired_time: 0.4506127536, output_fired_time: 0.3507725298, propagate_forward_time: 10.8089160919, propagate_backward_time: 17.7172851563, weight_update_time: 0.0706572384, other_time: 1.5170440674
epoch time: 2.4837770462s, input_fired_time: 0.0488673188, output_fired_time: 0.0000000000, propagate_forward_time: 2.1605279446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743818760
validation[          , genome  4470] predictions:    9562/  10000 (95.62%), best:    9638/10000 (96.38%), error:      1380.50024, best error:      1197.20349 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 30.7808341980s, input_fired_time: 0.4486888647, output_fired_time: 0.3503707945, propagate_forward_time: 10.7526569366, propagate_backward_time: 17.7133331299, weight_update_time: 0.0704575628, other_time: 1.5157852173
epoch time: 2.5269727707s, input_fired_time: 0.0510459058, output_fired_time: 0.0000000000, propagate_forward_time: 2.1979846954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779421806
validation[          , genome  4470] predictions:    9575/  10000 (95.75%), best:    9638/10000 (96.38%), error:      1298.87427, best error:      1197.20349 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 30.7567291260s, input_fired_time: 0.4483455122, output_fired_time: 0.3494933546, propagate_forward_time: 10.7490711212, propagate_backward_time: 17.6972198486, weight_update_time: 0.0706204250, other_time: 1.5125999451
epoch time: 2.4849233627s, input_fired_time: 0.0487444699, output_fired_time: 0.0000000000, propagate_forward_time: 2.1633419991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728369236
validation[          , genome  4470] predictions:    9569/  10000 (95.69%), best:    9638/10000 (96.38%), error:      1325.53894, best error:      1197.20349 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 30.7601032257s, input_fired_time: 0.4484477043, output_fired_time: 0.3498426676, propagate_forward_time: 10.7454547882, propagate_backward_time: 17.7010326385, weight_update_time: 0.0705205426, other_time: 1.5153255463
epoch time: 2.4700520039s, input_fired_time: 0.0491812266, output_fired_time: 0.0000000000, propagate_forward_time: 2.1476459503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732248306
validation[          , genome  4470] predictions:    9605/  10000 (96.05%), best:    9638/10000 (96.38%), error:      1252.24548, best error:      1197.20349 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 30.8621559143s, input_fired_time: 0.4502995312, output_fired_time: 0.3509131670, propagate_forward_time: 10.7950544357, propagate_backward_time: 17.7425155640, weight_update_time: 0.0708236471, other_time: 1.5233726501
epoch time: 2.4808912277s, input_fired_time: 0.0494689569, output_fired_time: 0.0000000000, propagate_forward_time: 2.1574289799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739932537
validation[          , genome  4470] predictions:    9542/  10000 (95.42%), best:    9638/10000 (96.38%), error:      1434.02075, best error:      1197.20349 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 30.7838459015s, input_fired_time: 0.4526919723, output_fired_time: 0.3493873477, propagate_forward_time: 10.7629241943, propagate_backward_time: 17.7040882111, weight_update_time: 0.0704995394, other_time: 1.5147533417
epoch time: 2.4881296158s, input_fired_time: 0.0509184487, output_fired_time: 0.0000000000, propagate_forward_time: 2.1636667252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735445499
validation[          , genome  4470] predictions:    9604/  10000 (96.04%), best:    9638/10000 (96.38%), error:      1267.92627, best error:      1197.20349 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 30.8410587311s, input_fired_time: 0.4511514604, output_fired_time: 0.3502638042, propagate_forward_time: 10.7886619568, propagate_backward_time: 17.7319908142, weight_update_time: 0.0708338618, other_time: 1.5189914703
epoch time: 2.4799227715s, input_fired_time: 0.0490521826, output_fired_time: 0.0000000000, propagate_forward_time: 2.1574490070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734215260
validation[          , genome  4470] predictions:    9595/  10000 (95.95%), best:    9638/10000 (96.38%), error:      1313.58105, best error:      1197.20349 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 30.7405681610s, input_fired_time: 0.4488417804, output_fired_time: 0.3492917717, propagate_forward_time: 10.7393512726, propagate_backward_time: 17.6918640137, weight_update_time: 0.0704381093, other_time: 1.5112209320
epoch time: 2.4712891579s, input_fired_time: 0.0506117493, output_fired_time: 0.0000000000, propagate_forward_time: 2.1474111080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732663155
validation[          , genome  4470] predictions:    9566/  10000 (95.66%), best:    9638/10000 (96.38%), error:      1371.67297, best error:      1197.20349 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 30.8034915924s, input_fired_time: 0.4524873197, output_fired_time: 0.3501776457, propagate_forward_time: 10.7694149017, propagate_backward_time: 17.7090568542, weight_update_time: 0.0709475204, other_time: 1.5223541260
epoch time: 2.4748458862s, input_fired_time: 0.0509491637, output_fired_time: 0.0000000000, propagate_forward_time: 2.1507589817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731378078
validation[          , genome  4470] predictions:    9554/  10000 (95.54%), best:    9638/10000 (96.38%), error:      1402.24585, best error:      1197.20349 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 30.8657760620s, input_fired_time: 0.4506470263, output_fired_time: 0.3506702483, propagate_forward_time: 10.7758216858, propagate_backward_time: 17.7607803345, weight_update_time: 0.0712291449, other_time: 1.5278568268
epoch time: 2.5185997486s, input_fired_time: 0.0510223880, output_fired_time: 0.0000000000, propagate_forward_time: 2.1900796890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774977684
validation[          , genome  4470] predictions:    9590/  10000 (95.90%), best:    9638/10000 (96.38%), error:      1284.72388, best error:      1197.20349 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 30.8733768463s, input_fired_time: 0.4511914849, output_fired_time: 0.3504503369, propagate_forward_time: 10.8089017868, propagate_backward_time: 17.7367744446, weight_update_time: 0.0710571185, other_time: 1.5260581970
epoch time: 2.4719483852s, input_fired_time: 0.0501519553, output_fired_time: 0.0000000000, propagate_forward_time: 2.1484260559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733702660
validation[          , genome  4470] predictions:    9586/  10000 (95.86%), best:    9638/10000 (96.38%), error:      1280.60303, best error:      1197.20349 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 30.8736190796s, input_fired_time: 0.4510913491, output_fired_time: 0.3506718874, propagate_forward_time: 10.8002805710, propagate_backward_time: 17.7439117432, weight_update_time: 0.0710135698, other_time: 1.5276641846
epoch time: 2.4858987331s, input_fired_time: 0.0495544486, output_fired_time: 0.0000000000, propagate_forward_time: 2.1620459557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742984295
validation[          , genome  4470] predictions:    9530/  10000 (95.30%), best:    9638/10000 (96.38%), error:      1438.41394, best error:      1197.20349 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 30.7842292786s, input_fired_time: 0.4514046907, output_fired_time: 0.3498525023, propagate_forward_time: 10.7630214691, propagate_backward_time: 17.7030944824, weight_update_time: 0.0706009045, other_time: 1.5168571472
epoch time: 2.4866685867s, input_fired_time: 0.0494295098, output_fired_time: 0.0000000000, propagate_forward_time: 2.1637229919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735161781
validation[          , genome  4470] predictions:    9586/  10000 (95.86%), best:    9638/10000 (96.38%), error:      1299.48975, best error:      1197.20349 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 30.8831691742s, input_fired_time: 0.4511961341, output_fired_time: 0.3515121043, propagate_forward_time: 10.8110618591, propagate_backward_time: 17.7400054932, weight_update_time: 0.0709669590, other_time: 1.5293922424
epoch time: 2.5135512352s, input_fired_time: 0.0508278236, output_fired_time: 0.0000000000, propagate_forward_time: 2.1848654747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778580189
validation[          , genome  4470] predictions:    9558/  10000 (95.58%), best:    9638/10000 (96.38%), error:      1447.87146, best error:      1197.20349 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 30.8857059479s, input_fired_time: 0.4517202079, output_fired_time: 0.3509381413, propagate_forward_time: 10.7961149216, propagate_backward_time: 17.7665328979, weight_update_time: 0.0708169341, other_time: 1.5204010010
epoch time: 2.4790253639s, input_fired_time: 0.0510408282, output_fired_time: 0.0000000000, propagate_forward_time: 2.1534018517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745826244
validation[          , genome  4470] predictions:    9599/  10000 (95.99%), best:    9638/10000 (96.38%), error:      1247.65222, best error:      1197.20349 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 30.8982505798s, input_fired_time: 0.4512236416, output_fired_time: 0.3505184948, propagate_forward_time: 10.8221426010, propagate_backward_time: 17.7489299774, weight_update_time: 0.0709173381, other_time: 1.5254344940
epoch time: 2.4730262756s, input_fired_time: 0.0499328375, output_fired_time: 0.0000000000, propagate_forward_time: 2.1494235992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736697197
validation[          , genome  4470] predictions:    9618/  10000 (96.18%), best:    9638/10000 (96.38%), error:      1229.33777, best error:      1197.20349 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 30.8724937439s, input_fired_time: 0.4537644684, output_fired_time: 0.3511607349, propagate_forward_time: 10.7973995209, propagate_backward_time: 17.7439250946, weight_update_time: 0.0709086433, other_time: 1.5262451172
epoch time: 2.4763650894s, input_fired_time: 0.0508539155, output_fired_time: 0.0000000000, propagate_forward_time: 2.1511626244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743484974
validation[          , genome  4470] predictions:    9590/  10000 (95.90%), best:    9638/10000 (96.38%), error:      1327.35742, best error:      1197.20349 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 30.8102149963s, input_fired_time: 0.4502162933, output_fired_time: 0.3496329188, propagate_forward_time: 10.7817850113, propagate_backward_time: 17.7116298676, weight_update_time: 0.0706730783, other_time: 1.5169506073
epoch time: 2.4848737717s, input_fired_time: 0.0505815484, output_fired_time: 0.0000000000, propagate_forward_time: 2.1592130661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750792503
validation[          , genome  4470] predictions:    9618/  10000 (96.18%), best:    9638/10000 (96.38%), error:      1245.41077, best error:      1197.20349 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 30.8445491791s, input_fired_time: 0.4524355829, output_fired_time: 0.3501076400, propagate_forward_time: 10.7965106964, propagate_backward_time: 17.7250137329, weight_update_time: 0.0707693473, other_time: 1.5204811096
epoch time: 2.4779109955s, input_fired_time: 0.0514939688, output_fired_time: 0.0000000000, propagate_forward_time: 2.1531350613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732820511
validation[          , genome  4470] predictions:    9594/  10000 (95.94%), best:    9638/10000 (96.38%), error:      1261.39636, best error:      1197.20349 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 30.8083400726s, input_fired_time: 0.4533937871, output_fired_time: 0.3496304750, propagate_forward_time: 10.7714548111, propagate_backward_time: 17.7123813629, weight_update_time: 0.0710048750, other_time: 1.5214786530
epoch time: 2.4774453640s, input_fired_time: 0.0490680225, output_fired_time: 0.0000000000, propagate_forward_time: 2.1549911499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733862400
validation[          , genome  4470] predictions:    9535/  10000 (95.35%), best:    9638/10000 (96.38%), error:      1504.93225, best error:      1197.20349 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 30.7813663483s, input_fired_time: 0.4522806704, output_fired_time: 0.3499019146, propagate_forward_time: 10.7614889145, propagate_backward_time: 17.7006931305, weight_update_time: 0.0707580969, other_time: 1.5170040131
epoch time: 2.4786899090s, input_fired_time: 0.0516383424, output_fired_time: 0.0000000000, propagate_forward_time: 2.1540522575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729992867
validation[          , genome  4470] predictions:    9551/  10000 (95.51%), best:    9638/10000 (96.38%), error:      1418.18018, best error:      1197.20349 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 30.8025684357s, input_fired_time: 0.4556557834, output_fired_time: 0.3497667909, propagate_forward_time: 10.7692003250, propagate_backward_time: 17.7077770233, weight_update_time: 0.0708282366, other_time: 1.5201663971
epoch time: 2.4724435806s, input_fired_time: 0.0508907847, output_fired_time: 0.0000000000, propagate_forward_time: 2.1479640007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735888958
validation[          , genome  4470] predictions:    9580/  10000 (95.80%), best:    9638/10000 (96.38%), error:      1320.67712, best error:      1197.20349 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 30.8582954407s, input_fired_time: 0.4532865882, output_fired_time: 0.3504288197, propagate_forward_time: 10.7868051529, propagate_backward_time: 17.7421493530, weight_update_time: 0.0708538592, other_time: 1.5256233215
epoch time: 2.4766881466s, input_fired_time: 0.0507407896, output_fired_time: 0.0000000000, propagate_forward_time: 2.1513681412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745792866
validation[          , genome  4470] predictions:    9594/  10000 (95.94%), best:    9638/10000 (96.38%), error:      1257.32520, best error:      1197.20349 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 30.8184738159s, input_fired_time: 0.4528394938, output_fired_time: 0.3500610888, propagate_forward_time: 10.7800292969, propagate_backward_time: 17.7130661011, weight_update_time: 0.0707734674, other_time: 1.5224781036
epoch time: 2.4776687622s, input_fired_time: 0.0503951684, output_fired_time: 0.0000000000, propagate_forward_time: 2.1529529095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743206024
validation[          , genome  4470] predictions:    9603/  10000 (96.03%), best:    9638/10000 (96.38%), error:      1281.05981, best error:      1197.20349 on epoch:    51, 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: 12.4631452560s, input_fired_time: 0.2411036640, output_fired_time: 0.0000000000, propagate_forward_time: 10.7946605682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4273805618
best training[          , genome  4470] predictions:   48965/  50000 (97.93%), best:    9638/10000 (96.38%), error:      3658.17358, best error:      1197.20349 on epoch:    51, 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: 2.4746811390s, input_fired_time: 0.0473113544, output_fired_time: 0.0000000000, propagate_forward_time: 2.1526229382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747468948
   testing[          , genome  4470] predictions:    9672/  10000 (96.72%), best:    9638/10000 (96.38%), error:      1044.46338, best error:      1197.20349 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:39:07 (3768): called boinc_finish(0)

</stderr_txt>
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