Nameexact_genome_1512568488_44_5609_1
Workunit2599377
Created7 Dec 2017, 15:37:36 UTC
Sent7 Dec 2017, 15:44:54 UTC
Report deadline11 Dec 2017, 7:33:05 UTC
Received9 Dec 2017, 2:57:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 8 min 26 sec
CPU time2 hours 5 min 31 sec
Validate stateValid
Credit914.62
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.48 MB
Peak swap size158.21 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0923212096, output_fired_time: 0.0000000000, propagate_forward_time: 5.2165422440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728579521
validation[          , genome  5609] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1368.32214, best error:      1368.32214 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 69.2560348511s, input_fired_time: 0.7488368154, output_fired_time: 0.7915035486, propagate_forward_time: 25.5650520325, propagate_backward_time: 39.4655494690, weight_update_time: 0.1532278061, other_time: 2.6850891113
epoch time: 5.6655492783s, input_fired_time: 0.0955633745, output_fired_time: 0.0000000000, propagate_forward_time: 5.0980691910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719166756
validation[          , genome  5609] predictions:    9575/  10000 (95.75%), best:    9609/10000 (96.09%), error:      1440.78662, best error:      1368.32214 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 68.3288269043s, input_fired_time: 0.7451245189, output_fired_time: 0.7818378210, propagate_forward_time: 25.1549930573, propagate_backward_time: 39.0287284851, weight_update_time: 0.1494663954, other_time: 2.6181449890
epoch time: 6.2379708290s, input_fired_time: 0.1041294038, output_fired_time: 0.0000000000, propagate_forward_time: 5.6126027107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212388039
validation[          , genome  5609] predictions:    9585/  10000 (95.85%), best:    9609/10000 (96.09%), error:      1398.70703, best error:      1368.32214 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 68.7918548584s, input_fired_time: 0.7471235991, output_fired_time: 0.7830752134, propagate_forward_time: 25.3682460785, propagate_backward_time: 39.2343559265, weight_update_time: 0.1520525962, other_time: 2.6590538025
epoch time: 5.6854062080s, input_fired_time: 0.0925064161, output_fired_time: 0.0000000000, propagate_forward_time: 5.1310606003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618391991
validation[          , genome  5609] predictions:    9596/  10000 (95.96%), best:    9596/10000 (95.96%), error:      1341.48059, best error:      1341.48059 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 67.9114608765s, input_fired_time: 0.7394784093, output_fired_time: 0.7779162526, propagate_forward_time: 24.8234710693, propagate_backward_time: 38.8718719482, weight_update_time: 0.1524497420, other_time: 2.6987228394
epoch time: 5.6426963806s, input_fired_time: 0.0930285975, output_fired_time: 0.0000000000, propagate_forward_time: 5.0561676025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935002327
validation[          , genome  5609] predictions:    9482/  10000 (94.82%), best:    9596/10000 (95.96%), error:      1695.87573, best error:      1341.48059 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 68.6519012451s, input_fired_time: 0.7475736141, output_fired_time: 0.7867951989, propagate_forward_time: 25.2949237823, propagate_backward_time: 39.1885070801, weight_update_time: 0.1501596719, other_time: 2.6341018677
epoch time: 5.8787279129s, input_fired_time: 0.0985939950, output_fired_time: 0.0000000000, propagate_forward_time: 5.2812676430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988660812
validation[          , genome  5609] predictions:    9552/  10000 (95.52%), best:    9596/10000 (95.96%), error:      1448.81396, best error:      1341.48059 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.3637084961s, input_fired_time: 0.7408407927, output_fired_time: 0.7806285620, propagate_forward_time: 25.1757087708, propagate_backward_time: 39.0496139526, weight_update_time: 0.1501127332, other_time: 2.6169166565
epoch time: 5.6640653610s, input_fired_time: 0.0924207866, output_fired_time: 0.0000000000, propagate_forward_time: 5.1141819954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574627876
validation[          , genome  5609] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1307.84631, best error:      1307.84631 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 68.2249984741s, input_fired_time: 0.7495448589, output_fired_time: 0.7809031606, propagate_forward_time: 25.0210819244, propagate_backward_time: 39.0015830994, weight_update_time: 0.1511880308, other_time: 2.6718864441
epoch time: 5.7277998924s, input_fired_time: 0.0932576284, output_fired_time: 0.0000000000, propagate_forward_time: 5.1753411293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592013359
validation[          , genome  5609] predictions:    9570/  10000 (95.70%), best:    9611/10000 (96.11%), error:      1416.87231, best error:      1307.84631 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 69.3193740845s, input_fired_time: 0.7564118505, output_fired_time: 0.7917841673, propagate_forward_time: 25.3885440826, propagate_backward_time: 39.6439590454, weight_update_time: 0.1550139636, other_time: 2.7386779785
epoch time: 5.8133754730s, input_fired_time: 0.0951027647, output_fired_time: 0.0000000000, propagate_forward_time: 5.2249403000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933323860
validation[          , genome  5609] predictions:    9553/  10000 (95.53%), best:    9611/10000 (96.11%), error:      1467.81409, best error:      1307.84631 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 69.3216934204s, input_fired_time: 0.7568717003, output_fired_time: 0.7868326902, propagate_forward_time: 25.5416622162, propagate_backward_time: 39.5335617065, weight_update_time: 0.1527278870, other_time: 2.7027587891
epoch time: 5.7310366631s, input_fired_time: 0.0949451998, output_fired_time: 0.0000000000, propagate_forward_time: 5.1536021233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824891090
validation[          , genome  5609] predictions:    9544/  10000 (95.44%), best:    9611/10000 (96.11%), error:      1521.14075, best error:      1307.84631 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.5897216797s, input_fired_time: 0.7525520325, output_fired_time: 0.7829724550, propagate_forward_time: 25.2235908508, propagate_backward_time: 39.2137947083, weight_update_time: 0.1505604535, other_time: 2.6168136597
epoch time: 4.8698115349s, input_fired_time: 0.0878507569, output_fired_time: 0.0000000000, propagate_forward_time: 4.2908630371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910979271
validation[          , genome  5609] predictions:    9571/  10000 (95.71%), best:    9611/10000 (96.11%), error:      1418.83972, best error:      1307.84631 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.0454330444s, input_fired_time: 0.7352300286, output_fired_time: 0.7812630534, propagate_forward_time: 24.3864154816, propagate_backward_time: 38.4775085449, weight_update_time: 0.1498614252, other_time: 2.6650161743
epoch time: 5.6934151649s, input_fired_time: 0.0913736448, output_fired_time: 0.0000000000, propagate_forward_time: 5.1377120018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643297195
validation[          , genome  5609] predictions:    9592/  10000 (95.92%), best:    9611/10000 (96.11%), error:      1353.63354, best error:      1307.84631 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 68.0405731201s, input_fired_time: 0.7486572266, output_fired_time: 0.7777396441, propagate_forward_time: 25.0344085693, propagate_backward_time: 38.8213195801, weight_update_time: 0.1503873020, other_time: 2.6584472656
epoch time: 5.5858044624s, input_fired_time: 0.0913468599, output_fired_time: 0.0000000000, propagate_forward_time: 5.0241575241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703001976
validation[          , genome  5609] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1305.45972, best error:      1305.45972 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 68.9530563354s, input_fired_time: 0.7560878396, output_fired_time: 0.7914623618, propagate_forward_time: 25.3586177826, propagate_backward_time: 39.3786849976, weight_update_time: 0.1515522152, other_time: 2.6681976318
epoch time: 5.7131419182s, input_fired_time: 0.0953955352, output_fired_time: 0.0000000000, propagate_forward_time: 5.1334667206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842796326
validation[          , genome  5609] predictions:    9570/  10000 (95.70%), best:    9612/10000 (96.12%), error:      1423.02026, best error:      1305.45972 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 69.4058380127s, input_fired_time: 0.7552279830, output_fired_time: 0.7894198298, propagate_forward_time: 25.5834159851, propagate_backward_time: 39.6294555664, weight_update_time: 0.1527037024, other_time: 2.6483192444
epoch time: 5.7215762138s, input_fired_time: 0.0914927945, output_fired_time: 0.0000000000, propagate_forward_time: 5.1688179970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612655640
validation[          , genome  5609] predictions:    9621/  10000 (96.21%), best:    9612/10000 (96.12%), error:      1314.46484, best error:      1305.45972 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 67.9312820435s, input_fired_time: 0.7426347136, output_fired_time: 0.7803122997, propagate_forward_time: 24.8390750885, propagate_backward_time: 38.9356651306, weight_update_time: 0.1493723094, other_time: 2.6335945129
epoch time: 5.6421837807s, input_fired_time: 0.0927273706, output_fired_time: 0.0000000000, propagate_forward_time: 5.0807595253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686970711
validation[          , genome  5609] predictions:    9611/  10000 (96.11%), best:    9612/10000 (96.12%), error:      1312.60498, best error:      1305.45972 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 69.6502227783s, input_fired_time: 0.7624437213, output_fired_time: 0.7900738716, propagate_forward_time: 25.6752700806, propagate_backward_time: 39.7252235413, weight_update_time: 0.1551692635, other_time: 2.6972084045
epoch time: 6.0344581604s, input_fired_time: 0.1014692336, output_fired_time: 0.0000000000, propagate_forward_time: 5.4240417480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089473724
validation[          , genome  5609] predictions:    9579/  10000 (95.79%), best:    9612/10000 (96.12%), error:      1380.54285, best error:      1305.45972 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 69.7265930176s, input_fired_time: 0.7604938149, output_fired_time: 0.7971166372, propagate_forward_time: 25.7785377502, propagate_backward_time: 39.6881599426, weight_update_time: 0.1543490142, other_time: 2.7022857666
epoch time: 5.6657299995s, input_fired_time: 0.0908228904, output_fired_time: 0.0000000000, propagate_forward_time: 5.1062903404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686169624
validation[          , genome  5609] predictions:    9556/  10000 (95.56%), best:    9612/10000 (96.12%), error:      1432.12805, best error:      1305.45972 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 68.5039138794s, input_fired_time: 0.7478573322, output_fired_time: 0.7889282107, propagate_forward_time: 25.1666431427, propagate_backward_time: 39.1675910950, weight_update_time: 0.1523185372, other_time: 2.6329002380
epoch time: 5.6036028862s, input_fired_time: 0.0909014419, output_fired_time: 0.0000000000, propagate_forward_time: 5.0519452095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607563019
validation[          , genome  5609] predictions:    9588/  10000 (95.88%), best:    9612/10000 (96.12%), error:      1348.49951, best error:      1305.45972 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.0532455444s, input_fired_time: 0.7618073821, output_fired_time: 0.7848366499, propagate_forward_time: 25.3610591888, propagate_backward_time: 39.4264945984, weight_update_time: 0.1545234323, other_time: 2.7190437317
epoch time: 5.6460294724s, input_fired_time: 0.0940172598, output_fired_time: 0.0000000000, propagate_forward_time: 5.0935487747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584636688
validation[          , genome  5609] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1288.44995, best error:      1288.44995 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 68.0324783325s, input_fired_time: 0.7447488904, output_fired_time: 0.7812761664, propagate_forward_time: 24.8880710602, propagate_backward_time: 38.9610633850, weight_update_time: 0.1523407847, other_time: 2.6573219299
epoch time: 5.7110643387s, input_fired_time: 0.0926956683, output_fired_time: 0.0000000000, propagate_forward_time: 5.1399335861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784350395
validation[          , genome  5609] predictions:    9589/  10000 (95.89%), best:    9625/10000 (96.25%), error:      1387.57507, best error:      1288.44995 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.5078811646s, input_fired_time: 0.7546665668, output_fired_time: 0.7863911986, propagate_forward_time: 25.0083637238, propagate_backward_time: 39.1812667847, weight_update_time: 0.1538361013, other_time: 2.7771911621
epoch time: 6.1507749557s, input_fired_time: 0.1038410440, output_fired_time: 0.0000000000, propagate_forward_time: 5.5315661430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153679848
validation[          , genome  5609] predictions:    9603/  10000 (96.03%), best:    9625/10000 (96.25%), error:      1310.01697, best error:      1288.44995 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 68.6851196289s, input_fired_time: 0.7524777651, output_fired_time: 0.7835355401, propagate_forward_time: 25.2480583191, propagate_backward_time: 39.2427711487, weight_update_time: 0.1518753022, other_time: 2.6582717896
epoch time: 5.8983235359s, input_fired_time: 0.0996039957, output_fired_time: 0.0000000000, propagate_forward_time: 5.2902956009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084238052
validation[          , genome  5609] predictions:    9598/  10000 (95.98%), best:    9625/10000 (96.25%), error:      1358.51355, best error:      1288.44995 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.9000854492s, input_fired_time: 0.7625388503, output_fired_time: 0.7857906818, propagate_forward_time: 25.3133373260, propagate_backward_time: 39.3111839294, weight_update_time: 0.1533602923, other_time: 2.7272377014
epoch time: 6.0229029655s, input_fired_time: 0.1022824496, output_fired_time: 0.0000000000, propagate_forward_time: 5.4100384712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105819702
validation[          , genome  5609] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1229.56128, best error:      1229.56128 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 68.8929290771s, input_fired_time: 0.7509480119, output_fired_time: 0.7813231945, propagate_forward_time: 25.4208507538, propagate_backward_time: 39.3442039490, weight_update_time: 0.1493785828, other_time: 2.5956001282
epoch time: 5.5168085098s, input_fired_time: 0.0931500793, output_fired_time: 0.0000000000, propagate_forward_time: 4.9415583611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821000099
validation[          , genome  5609] predictions:    9591/  10000 (95.91%), best:    9640/10000 (96.40%), error:      1348.46045, best error:      1229.56128 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.1697540283s, input_fired_time: 0.7528033853, output_fired_time: 0.7759711146, propagate_forward_time: 24.3785362244, propagate_backward_time: 38.4949150085, weight_update_time: 0.1511362046, other_time: 2.7675323486
epoch time: 5.7306632996s, input_fired_time: 0.0953531489, output_fired_time: 0.0000000000, propagate_forward_time: 5.1550049782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803051949
validation[          , genome  5609] predictions:    9624/  10000 (96.24%), best:    9640/10000 (96.40%), error:      1242.06360, best error:      1229.56128 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.8698959351s, input_fired_time: 0.7524930835, output_fired_time: 0.7815648317, propagate_forward_time: 25.3797340393, propagate_backward_time: 39.2921371460, weight_update_time: 0.1519270986, other_time: 2.6639671326
epoch time: 5.8102326393s, input_fired_time: 0.0969576910, output_fired_time: 0.0000000000, propagate_forward_time: 5.2258448601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874300957
validation[          , genome  5609] predictions:    9599/  10000 (95.99%), best:    9640/10000 (96.40%), error:      1319.89026, best error:      1229.56128 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 69.4006195068s, input_fired_time: 0.7654065490, output_fired_time: 0.7912936807, propagate_forward_time: 25.5341625214, propagate_backward_time: 39.5654754639, weight_update_time: 0.1537290663, other_time: 2.7442855835
epoch time: 5.7689280510s, input_fired_time: 0.0970875695, output_fired_time: 0.0000000000, propagate_forward_time: 5.1901021004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817385674
validation[          , genome  5609] predictions:    9615/  10000 (96.15%), best:    9640/10000 (96.40%), error:      1262.94763, best error:      1229.56128 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 70.0147476196s, input_fired_time: 0.7690285444, output_fired_time: 0.7989925146, propagate_forward_time: 25.8201007843, propagate_backward_time: 39.8966331482, weight_update_time: 0.1541298181, other_time: 2.7299919128
epoch time: 5.9337406158s, input_fired_time: 0.1014893129, output_fired_time: 0.0000000000, propagate_forward_time: 5.3261852264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060658455
validation[          , genome  5609] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1170.10425, best error:      1170.10425 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 69.0917739868s, input_fired_time: 0.7645180821, output_fired_time: 0.7888004780, propagate_forward_time: 25.4079761505, propagate_backward_time: 39.4145393372, weight_update_time: 0.1562765986, other_time: 2.7159385681
epoch time: 5.9259953499s, input_fired_time: 0.0992121175, output_fired_time: 0.0000000000, propagate_forward_time: 5.3285808563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982023239
validation[          , genome  5609] predictions:    9636/  10000 (96.36%), best:    9648/10000 (96.48%), error:      1234.47913, best error:      1170.10425 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.6252288818s, input_fired_time: 0.7550381422, output_fired_time: 0.7923132777, propagate_forward_time: 25.1495132446, propagate_backward_time: 39.2585258484, weight_update_time: 0.1525618136, other_time: 2.6698417664
epoch time: 5.5225634575s, input_fired_time: 0.0927402824, output_fired_time: 0.0000000000, propagate_forward_time: 4.9650602341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647631645
validation[          , genome  5609] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1168.19189, best error:      1168.19189 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.1789779663s, input_fired_time: 0.7395659089, output_fired_time: 0.7804960012, propagate_forward_time: 24.3477191925, propagate_backward_time: 38.6554603577, weight_update_time: 0.1493695527, other_time: 2.6557426453
epoch time: 5.7235364914s, input_fired_time: 0.0976816863, output_fired_time: 0.0000000000, propagate_forward_time: 5.1341738701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916810989
validation[          , genome  5609] predictions:    9622/  10000 (96.22%), best:    9642/10000 (96.42%), error:      1273.99182, best error:      1168.19189 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 68.7400360107s, input_fired_time: 0.7568746805, output_fired_time: 0.7823520303, propagate_forward_time: 25.2881107330, propagate_backward_time: 39.2594490051, weight_update_time: 0.1517119557, other_time: 2.6532554626
epoch time: 5.9332141876s, input_fired_time: 0.0986943617, output_fired_time: 0.0000000000, propagate_forward_time: 5.3312425613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032773018
validation[          , genome  5609] predictions:    9632/  10000 (96.32%), best:    9642/10000 (96.42%), error:      1220.30688, best error:      1168.19189 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 69.7725906372s, input_fired_time: 0.7605355978, output_fired_time: 0.7935394645, propagate_forward_time: 25.7533912659, propagate_backward_time: 39.7913703918, weight_update_time: 0.1543325484, other_time: 2.6737518311
epoch time: 5.8719305992s, input_fired_time: 0.0972062573, output_fired_time: 0.0000000000, propagate_forward_time: 5.2888140678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859104156
validation[          , genome  5609] predictions:    9597/  10000 (95.97%), best:    9642/10000 (96.42%), error:      1317.96143, best error:      1168.19189 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 69.3255691528s, input_fired_time: 0.7657291293, output_fired_time: 0.7943755388, propagate_forward_time: 25.4153175354, propagate_backward_time: 39.5981941223, weight_update_time: 0.1537919641, other_time: 2.7519531250
epoch time: 5.5501499176s, input_fired_time: 0.0921163335, output_fired_time: 0.0000000000, propagate_forward_time: 4.9943642616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636693001
validation[          , genome  5609] predictions:    9637/  10000 (96.37%), best:    9642/10000 (96.42%), error:      1210.27588, best error:      1168.19189 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 68.8656692505s, input_fired_time: 0.7615922689, output_fired_time: 0.7868013978, propagate_forward_time: 25.2937622070, propagate_backward_time: 39.3215408325, weight_update_time: 0.1529980153, other_time: 2.7019729614
epoch time: 5.5521488190s, input_fired_time: 0.0939190835, output_fired_time: 0.0000000000, propagate_forward_time: 4.9948472977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633822441
validation[          , genome  5609] predictions:    9609/  10000 (96.09%), best:    9642/10000 (96.42%), error:      1287.77136, best error:      1168.19189 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 69.4453277588s, input_fired_time: 0.7639755011, output_fired_time: 0.7928194404, propagate_forward_time: 25.6861515045, propagate_backward_time: 39.5328598022, weight_update_time: 0.1530385762, other_time: 2.6695251465
epoch time: 5.5839848518s, input_fired_time: 0.0968086421, output_fired_time: 0.0000000000, propagate_forward_time: 5.0059313774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812450409
validation[          , genome  5609] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1144.39014, best error:      1144.39014 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.2662734985s, input_fired_time: 0.7507929802, output_fired_time: 0.7800316811, propagate_forward_time: 25.0371208191, propagate_backward_time: 39.0392112732, weight_update_time: 0.1515745372, other_time: 2.6591186523
epoch time: 5.6932539940s, input_fired_time: 0.0942512006, output_fired_time: 0.0000000000, propagate_forward_time: 5.1380729675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609298706
validation[          , genome  5609] predictions:    9650/  10000 (96.50%), best:    9655/10000 (96.55%), error:      1161.15747, best error:      1144.39014 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 68.5973663330s, input_fired_time: 0.7588224411, output_fired_time: 0.7848697305, propagate_forward_time: 25.1335258484, propagate_backward_time: 39.2063827515, weight_update_time: 0.1545978636, other_time: 2.7137718201
epoch time: 5.6772480011s, input_fired_time: 0.0928554535, output_fired_time: 0.0000000000, propagate_forward_time: 5.1182670593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661254883
validation[          , genome  5609] predictions:    9608/  10000 (96.08%), best:    9655/10000 (96.55%), error:      1298.08057, best error:      1144.39014 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 69.2834548950s, input_fired_time: 0.7612930536, output_fired_time: 0.7846901417, propagate_forward_time: 25.5514507294, propagate_backward_time: 39.5556831360, weight_update_time: 0.1512857974, other_time: 2.6303367615
epoch time: 6.0554351807s, input_fired_time: 0.1007229164, output_fired_time: 0.0000000000, propagate_forward_time: 5.4486956596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060167313
validation[          , genome  5609] predictions:    9642/  10000 (96.42%), best:    9655/10000 (96.55%), error:      1157.29211, best error:      1144.39014 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.3840637207s, input_fired_time: 0.7559359670, output_fired_time: 0.7821652293, propagate_forward_time: 25.1688041687, propagate_backward_time: 39.0543212891, weight_update_time: 0.1510014087, other_time: 2.6228370667
epoch time: 5.4644174576s, input_fired_time: 0.0935914218, output_fired_time: 0.0000000000, propagate_forward_time: 4.8915381432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792881012
validation[          , genome  5609] predictions:    9607/  10000 (96.07%), best:    9655/10000 (96.55%), error:      1317.78418, best error:      1144.39014 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.2465057373s, input_fired_time: 0.7505194545, output_fired_time: 0.7867289782, propagate_forward_time: 25.1290893555, propagate_backward_time: 38.9406242371, weight_update_time: 0.1506898999, other_time: 2.6395454407
epoch time: 5.3994617462s, input_fired_time: 0.0929353610, output_fired_time: 0.0000000000, propagate_forward_time: 4.8420600891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644660950
validation[          , genome  5609] predictions:    9611/  10000 (96.11%), best:    9655/10000 (96.55%), error:      1262.40051, best error:      1144.39014 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 68.4915924072s, input_fired_time: 0.7643052340, output_fired_time: 0.7801380754, propagate_forward_time: 25.2045555115, propagate_backward_time: 39.0647773743, weight_update_time: 0.1523167789, other_time: 2.6778182983
epoch time: 5.6954207420s, input_fired_time: 0.0949595049, output_fired_time: 0.0000000000, propagate_forward_time: 5.1240057945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764552116
validation[          , genome  5609] predictions:    9614/  10000 (96.14%), best:    9655/10000 (96.55%), error:      1261.53979, best error:      1144.39014 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 69.5517044067s, input_fired_time: 0.7657004595, output_fired_time: 0.7911106944, propagate_forward_time: 25.6760253906, propagate_backward_time: 39.6430702209, weight_update_time: 0.1533421129, other_time: 2.6758003235
epoch time: 5.4128551483s, input_fired_time: 0.0932750031, output_fired_time: 0.0000000000, propagate_forward_time: 4.8380556107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815244675
validation[          , genome  5609] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1135.90015, best error:      1135.90015 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 69.0262680054s, input_fired_time: 0.7569807172, output_fired_time: 0.7824078798, propagate_forward_time: 25.4405269623, propagate_backward_time: 39.4140472412, weight_update_time: 0.1509398520, other_time: 2.6323013306
epoch time: 5.5689425468s, input_fired_time: 0.0945390388, output_fired_time: 0.0000000000, propagate_forward_time: 4.9896883965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847149849
validation[          , genome  5609] predictions:    9623/  10000 (96.23%), best:    9659/10000 (96.59%), error:      1302.32312, best error:      1135.90015 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 68.1501693726s, input_fired_time: 0.7568007112, output_fired_time: 0.7814174891, propagate_forward_time: 24.9358825684, propagate_backward_time: 38.9547348022, weight_update_time: 0.1529304087, other_time: 2.7213363647
epoch time: 5.2391328812s, input_fired_time: 0.0958066359, output_fired_time: 0.0000000000, propagate_forward_time: 4.6418013573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015249252
validation[          , genome  5609] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1150.39648, best error:      1135.90015 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.9430999756s, input_fired_time: 0.7523385286, output_fired_time: 0.7793149948, propagate_forward_time: 24.9221229553, propagate_backward_time: 38.8501853943, weight_update_time: 0.1515244693, other_time: 2.6391372681
epoch time: 6.0765900612s, input_fired_time: 0.1034335718, output_fired_time: 0.0000000000, propagate_forward_time: 5.4534940720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196623802
validation[          , genome  5609] predictions:    9547/  10000 (95.47%), best:    9659/10000 (96.59%), error:      1485.62537, best error:      1135.90015 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 69.2598114014s, input_fired_time: 0.7669506073, output_fired_time: 0.7869825363, propagate_forward_time: 25.4941101074, propagate_backward_time: 39.5100555420, weight_update_time: 0.1530309767, other_time: 2.7017135620
epoch time: 5.5917072296s, input_fired_time: 0.0951795056, output_fired_time: 0.0000000000, propagate_forward_time: 5.0277962685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687314034
validation[          , genome  5609] predictions:    9648/  10000 (96.48%), best:    9659/10000 (96.59%), error:      1156.12891, best error:      1135.90015 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.7355346680s, input_fired_time: 0.7708693743, output_fired_time: 0.7798956037, propagate_forward_time: 25.3180255890, propagate_backward_time: 39.1610832214, weight_update_time: 0.1524646878, other_time: 2.7056694031
epoch time: 5.7571597099s, input_fired_time: 0.0978025720, output_fired_time: 0.0000000000, propagate_forward_time: 5.1903514862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690055847
validation[          , genome  5609] predictions:    9645/  10000 (96.45%), best:    9659/10000 (96.59%), error:      1189.64001, best error:      1135.90015 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 70.0229110718s, input_fired_time: 0.7704688907, output_fired_time: 0.7988933921, propagate_forward_time: 25.8567390442, propagate_backward_time: 39.9221382141, weight_update_time: 0.1543150395, other_time: 2.6746673584
epoch time: 5.0643610954s, input_fired_time: 0.0903073475, output_fired_time: 0.0000000000, propagate_forward_time: 4.5216407776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524130821
validation[          , genome  5609] predictions:    9616/  10000 (96.16%), best:    9659/10000 (96.59%), error:      1257.01428, best error:      1135.90015 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.8453750610s, input_fired_time: 0.7573915720, output_fired_time: 0.7742572427, propagate_forward_time: 24.9404697418, propagate_backward_time: 38.7579421997, weight_update_time: 0.1503386497, other_time: 2.6153182983
epoch time: 5.7411813736s, input_fired_time: 0.0963649526, output_fired_time: 0.0000000000, propagate_forward_time: 5.1808657646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639506340
validation[          , genome  5609] predictions:    9628/  10000 (96.28%), best:    9659/10000 (96.59%), error:      1212.12000, best error:      1135.90015 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.6508026123s, input_fired_time: 0.7645183802, output_fired_time: 0.7841612697, propagate_forward_time: 25.2896881104, propagate_backward_time: 39.1305999756, weight_update_time: 0.1527282596, other_time: 2.6818313599
epoch time: 5.7630672455s, input_fired_time: 0.0975794420, output_fired_time: 0.0000000000, propagate_forward_time: 5.1934971809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719905853
validation[          , genome  5609] predictions:    9534/  10000 (95.34%), best:    9659/10000 (96.59%), error:      1484.10498, best error:      1135.90015 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 69.5957489014s, input_fired_time: 0.7707665563, output_fired_time: 0.7934516072, propagate_forward_time: 25.6532211304, propagate_backward_time: 39.7148628235, weight_update_time: 0.1564213037, other_time: 2.6634483337
epoch time: 5.9099984169s, input_fired_time: 0.0997253880, output_fired_time: 0.0000000000, propagate_forward_time: 5.3232102394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870629311
validation[          , genome  5609] predictions:    9646/  10000 (96.46%), best:    9659/10000 (96.59%), error:      1160.96851, best error:      1135.90015 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 68.5079345703s, input_fired_time: 0.7631800175, output_fired_time: 0.7797523737, propagate_forward_time: 25.0666942596, propagate_backward_time: 39.1724319458, weight_update_time: 0.1520664096, other_time: 2.7258682251
epoch time: 5.3488583565s, input_fired_time: 0.0949554518, output_fired_time: 0.0000000000, propagate_forward_time: 4.7758388519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780640602
validation[          , genome  5609] predictions:    9596/  10000 (95.96%), best:    9659/10000 (96.59%), error:      1342.60144, best error:      1135.90015 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 68.2135162354s, input_fired_time: 0.7597365379, output_fired_time: 0.7801678181, propagate_forward_time: 25.1134548187, propagate_backward_time: 38.9160079956, weight_update_time: 0.1495330483, other_time: 2.6441497803
epoch time: 5.5119190216s, input_fired_time: 0.0937722400, output_fired_time: 0.0000000000, propagate_forward_time: 4.9477963448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703502655
validation[          , genome  5609] predictions:    9534/  10000 (95.34%), best:    9659/10000 (96.59%), error:      1500.51147, best error:      1135.90015 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.9858322144s, input_fired_time: 0.7701989412, output_fired_time: 0.7881535888, propagate_forward_time: 25.3242397308, propagate_backward_time: 39.4081115723, weight_update_time: 0.1527158171, other_time: 2.6951217651
epoch time: 5.1877794266s, input_fired_time: 0.0922957659, output_fired_time: 0.0000000000, propagate_forward_time: 4.5962963104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991874695
validation[          , genome  5609] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1113.34949, best error:      1113.34949 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.2944717407s, input_fired_time: 0.7616673112, output_fired_time: 0.7867345214, propagate_forward_time: 24.8662929535, propagate_backward_time: 39.1618461609, weight_update_time: 0.1510343999, other_time: 2.7179298401
epoch time: 5.2558712959s, input_fired_time: 0.0928085968, output_fired_time: 0.0000000000, propagate_forward_time: 4.6780076027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850549698
validation[          , genome  5609] predictions:    9635/  10000 (96.35%), best:    9660/10000 (96.60%), error:      1188.51880, best error:      1113.34949 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.8189392090s, input_fired_time: 0.7486417890, output_fired_time: 0.7690005302, propagate_forward_time: 24.2707176208, propagate_backward_time: 38.3629913330, weight_update_time: 0.1493763179, other_time: 2.6675910950
epoch time: 5.8150453568s, input_fired_time: 0.1002212837, output_fired_time: 0.0000000000, propagate_forward_time: 5.2347249985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800992012
validation[          , genome  5609] predictions:    9598/  10000 (95.98%), best:    9660/10000 (96.60%), error:      1347.85120, best error:      1113.34949 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 68.3835372925s, input_fired_time: 0.7604562044, output_fired_time: 0.7808042169, propagate_forward_time: 25.0859069824, propagate_backward_time: 39.1139526367, weight_update_time: 0.1521368772, other_time: 2.6424102783
epoch time: 5.4486145973s, input_fired_time: 0.0933986530, output_fired_time: 0.0000000000, propagate_forward_time: 4.8680663109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871497154
validation[          , genome  5609] predictions:    9347/  10000 (93.47%), best:    9660/10000 (96.60%), error:      2152.37378, best error:      1113.34949 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 68.7570877075s, input_fired_time: 0.7692880630, output_fired_time: 0.7820299864, propagate_forward_time: 25.3278713226, propagate_backward_time: 39.2139854431, weight_update_time: 0.1540204287, other_time: 2.6639137268
epoch time: 5.5975480080s, input_fired_time: 0.0981873274, output_fired_time: 0.0000000000, propagate_forward_time: 5.0273671150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719934464
validation[          , genome  5609] predictions:    9667/  10000 (96.67%), best:    9660/10000 (96.60%), error:      1152.48669, best error:      1113.34949 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.3607025146s, input_fired_time: 0.7583641410, output_fired_time: 0.7848222256, propagate_forward_time: 25.0740833282, propagate_backward_time: 39.0501289368, weight_update_time: 0.1523333043, other_time: 2.6933097839
epoch time: 5.6753458977s, input_fired_time: 0.0963788182, output_fired_time: 0.0000000000, propagate_forward_time: 5.1211767197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577903748
validation[          , genome  5609] predictions:    9658/  10000 (96.58%), best:    9660/10000 (96.60%), error:      1178.09119, best error:      1113.34949 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.4630279541s, input_fired_time: 0.7650773525, output_fired_time: 0.7849197984, propagate_forward_time: 25.0982017517, propagate_backward_time: 39.1327667236, weight_update_time: 0.1557160020, other_time: 2.6820640564
epoch time: 5.5831546783s, input_fired_time: 0.0953946561, output_fired_time: 0.0000000000, propagate_forward_time: 5.0057697296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819903374
validation[          , genome  5609] predictions:    9597/  10000 (95.97%), best:    9660/10000 (96.60%), error:      1283.04858, best error:      1113.34949 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.9262847900s, input_fired_time: 0.7594163418, output_fired_time: 0.7750197649, propagate_forward_time: 24.9506702423, propagate_backward_time: 38.8067626953, weight_update_time: 0.1487291306, other_time: 2.6344223022
epoch time: 5.6891818047s, input_fired_time: 0.0973187983, output_fired_time: 0.0000000000, propagate_forward_time: 5.1153168678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765462875
validation[          , genome  5609] predictions:    9610/  10000 (96.10%), best:    9660/10000 (96.60%), error:      1251.86560, best error:      1113.34949 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 68.6974411011s, input_fired_time: 0.7663851380, output_fired_time: 0.7819377780, propagate_forward_time: 25.2817687988, propagate_backward_time: 39.2005615234, weight_update_time: 0.1526872963, other_time: 2.6667861938
epoch time: 5.5814728737s, input_fired_time: 0.0959896073, output_fired_time: 0.0000000000, propagate_forward_time: 5.0265536308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589295387
validation[          , genome  5609] predictions:    9641/  10000 (96.41%), best:    9660/10000 (96.60%), error:      1163.39709, best error:      1113.34949 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.6947860718s, input_fired_time: 0.7719768882, output_fired_time: 0.7922542095, propagate_forward_time: 25.1226539612, propagate_backward_time: 39.2710037231, weight_update_time: 0.1536852419, other_time: 2.7368965149
epoch time: 6.1415643692s, input_fired_time: 0.1063378230, output_fired_time: 0.0000000000, propagate_forward_time: 5.5044732094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307531357
validation[          , genome  5609] predictions:    9615/  10000 (96.15%), best:    9660/10000 (96.60%), error:      1258.02832, best error:      1113.34949 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 68.9880142212s, input_fired_time: 0.7690216303, output_fired_time: 0.7903627753, propagate_forward_time: 25.3577365875, propagate_backward_time: 39.3711013794, weight_update_time: 0.1538499594, other_time: 2.6997985840
epoch time: 4.8624892235s, input_fired_time: 0.0919864252, output_fired_time: 0.0000000000, propagate_forward_time: 4.2404336929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300688744
validation[          , genome  5609] predictions:    9619/  10000 (96.19%), best:    9660/10000 (96.60%), error:      1270.93542, best error:      1113.34949 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.5668792725s, input_fired_time: 0.7647193670, output_fired_time: 0.7854841352, propagate_forward_time: 25.1338253021, propagate_backward_time: 39.2480621338, weight_update_time: 0.1519432813, other_time: 2.6347885132
epoch time: 5.5019044876s, input_fired_time: 0.0943426564, output_fired_time: 0.0000000000, propagate_forward_time: 4.9497084618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578533173
validation[          , genome  5609] predictions:    9615/  10000 (96.15%), best:    9660/10000 (96.60%), error:      1243.21899, best error:      1113.34949 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.9511184692s, input_fired_time: 0.7593670487, output_fired_time: 0.7793311477, propagate_forward_time: 24.9318923950, propagate_backward_time: 38.8762054443, weight_update_time: 0.1503291875, other_time: 2.6043243408
epoch time: 5.6847391129s, input_fired_time: 0.0957414657, output_fired_time: 0.0000000000, propagate_forward_time: 5.1128511429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761466980
validation[          , genome  5609] predictions:    9609/  10000 (96.09%), best:    9660/10000 (96.60%), error:      1222.47046, best error:      1113.34949 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 69.3052978516s, input_fired_time: 0.7697403431, output_fired_time: 0.7887727618, propagate_forward_time: 25.5766925812, propagate_backward_time: 39.5737190247, weight_update_time: 0.1501820087, other_time: 2.5963783264
epoch time: 5.6760516167s, input_fired_time: 0.0985292941, output_fired_time: 0.0000000000, propagate_forward_time: 5.0814247131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960975647
validation[          , genome  5609] predictions:    9621/  10000 (96.21%), best:    9660/10000 (96.60%), error:      1222.40820, best error:      1113.34949 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.7938995361s, input_fired_time: 0.7626801729, output_fired_time: 0.7814786434, propagate_forward_time: 25.3683605194, propagate_backward_time: 39.2542686462, weight_update_time: 0.1499954909, other_time: 2.6271095276
epoch time: 5.6008157730s, input_fired_time: 0.0952660814, output_fired_time: 0.0000000000, propagate_forward_time: 5.0519490242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536008835
validation[          , genome  5609] predictions:    9637/  10000 (96.37%), best:    9660/10000 (96.60%), error:      1172.71423, best error:      1113.34949 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.9771423340s, input_fired_time: 0.7676074505, output_fired_time: 0.7852585316, propagate_forward_time: 25.4206008911, propagate_backward_time: 39.3421058655, weight_update_time: 0.1578534991, other_time: 2.6615715027
epoch time: 5.6228842735s, input_fired_time: 0.0971831083, output_fired_time: 0.0000000000, propagate_forward_time: 5.0606040955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650969505
validation[          , genome  5609] predictions:    9635/  10000 (96.35%), best:    9660/10000 (96.60%), error:      1223.80029, best error:      1113.34949 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 69.4123077393s, input_fired_time: 0.7763429284, output_fired_time: 0.7897629142, propagate_forward_time: 25.5409793854, propagate_backward_time: 39.6674118042, weight_update_time: 0.1522552371, other_time: 2.6378097534
epoch time: 5.6572194099s, input_fired_time: 0.0962868780, output_fired_time: 0.0000000000, propagate_forward_time: 5.0914978981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694347382
validation[          , genome  5609] predictions:    9648/  10000 (96.48%), best:    9660/10000 (96.60%), error:      1139.65979, best error:      1113.34949 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 68.4593811035s, input_fired_time: 0.7674963474, output_fired_time: 0.7808815241, propagate_forward_time: 25.0619335175, propagate_backward_time: 39.1613464355, weight_update_time: 0.1512964070, other_time: 2.6877212524
epoch time: 5.7772479057s, input_fired_time: 0.0974714011, output_fired_time: 0.0000000000, propagate_forward_time: 5.2109303474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688463211
validation[          , genome  5609] predictions:    9638/  10000 (96.38%), best:    9660/10000 (96.60%), error:      1189.70752, best error:      1113.34949 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.7133636475s, input_fired_time: 0.7636979222, output_fired_time: 0.7767339349, propagate_forward_time: 24.6845626831, propagate_backward_time: 38.7671203613, weight_update_time: 0.1526667327, other_time: 2.7212524414
epoch time: 5.6386590004s, input_fired_time: 0.0980851427, output_fired_time: 0.0000000000, propagate_forward_time: 5.0801153183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604587555
validation[          , genome  5609] predictions:    9530/  10000 (95.30%), best:    9660/10000 (96.60%), error:      1517.73596, best error:      1113.34949 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.7284545898s, input_fired_time: 0.7681080699, output_fired_time: 0.7847198248, propagate_forward_time: 25.2294139862, propagate_backward_time: 39.2721023560, weight_update_time: 0.1531800181, other_time: 2.6741104126
epoch time: 5.6759352684s, input_fired_time: 0.0960525349, output_fired_time: 0.0000000000, propagate_forward_time: 5.1100120544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698705673
validation[          , genome  5609] predictions:    9625/  10000 (96.25%), best:    9660/10000 (96.60%), error:      1223.68298, best error:      1113.34949 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 69.7433319092s, input_fired_time: 0.7727303505, output_fired_time: 0.7954317927, propagate_forward_time: 25.7404098511, propagate_backward_time: 39.7755508423, weight_update_time: 0.1542347819, other_time: 2.6592102051
epoch time: 5.6789994240s, input_fired_time: 0.0976481512, output_fired_time: 0.0000000000, propagate_forward_time: 5.1242127419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571385384
validation[          , genome  5609] predictions:    9652/  10000 (96.52%), best:    9660/10000 (96.60%), error:      1161.05298, best error:      1113.34949 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 69.0492172241s, input_fired_time: 0.7714894414, output_fired_time: 0.7809997201, propagate_forward_time: 25.4909954071, propagate_backward_time: 39.3754158020, weight_update_time: 0.1530386209, other_time: 2.6303138733
epoch time: 5.6918163300s, input_fired_time: 0.0936731547, output_fired_time: 0.0000000000, propagate_forward_time: 5.1414866447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566564560
validation[          , genome  5609] predictions:    9642/  10000 (96.42%), best:    9660/10000 (96.60%), error:      1178.84485, best error:      1113.34949 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.6984710693s, input_fired_time: 0.7683975101, output_fired_time: 0.7869404554, propagate_forward_time: 25.2461547852, propagate_backward_time: 39.2647209167, weight_update_time: 0.1520052403, other_time: 2.6322593689
epoch time: 5.6500091553s, input_fired_time: 0.0988265052, output_fired_time: 0.0000000000, propagate_forward_time: 5.0927696228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584131241
validation[          , genome  5609] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1112.67566, best error:      1112.67566 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.9696731567s, input_fired_time: 0.7725657821, output_fired_time: 0.7908025384, propagate_forward_time: 25.4459857941, propagate_backward_time: 39.3060684204, weight_update_time: 0.1512594074, other_time: 2.6542510986
epoch time: 5.9061398506s, input_fired_time: 0.1031072885, output_fired_time: 0.0000000000, propagate_forward_time: 5.3047232628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983091354
validation[          , genome  5609] predictions:    9591/  10000 (95.91%), best:    9661/10000 (96.61%), error:      1324.24524, best error:      1112.67566 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.5388870239s, input_fired_time: 0.7700672746, output_fired_time: 0.7840570211, propagate_forward_time: 25.1621837616, propagate_backward_time: 39.1435203552, weight_update_time: 0.1517428458, other_time: 2.6790580750
epoch time: 6.0236902237s, input_fired_time: 0.1060195640, output_fired_time: 0.0000000000, propagate_forward_time: 5.4128346443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048360825
validation[          , genome  5609] predictions:    9646/  10000 (96.46%), best:    9661/10000 (96.61%), error:      1142.09509, best error:      1112.67566 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 69.7848434448s, input_fired_time: 0.7814820409, output_fired_time: 0.7968609929, propagate_forward_time: 25.6031036377, propagate_backward_time: 39.8991699219, weight_update_time: 0.1540262699, other_time: 2.7042312622
epoch time: 5.6727924347s, input_fired_time: 0.0973776802, output_fired_time: 0.0000000000, propagate_forward_time: 5.1113095284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641051292
validation[          , genome  5609] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1110.14001, best error:      1110.14001 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 69.9194412231s, input_fired_time: 0.7837911248, output_fired_time: 0.7938261032, propagate_forward_time: 25.7968730927, propagate_backward_time: 39.8825874329, weight_update_time: 0.1541891545, other_time: 2.6623649597
epoch time: 5.8556032181s, input_fired_time: 0.1005698442, output_fired_time: 0.0000000000, propagate_forward_time: 5.2653045654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897289276
validation[          , genome  5609] predictions:    9631/  10000 (96.31%), best:    9669/10000 (96.69%), error:      1194.25647, best error:      1110.14001 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.6073074341s, input_fired_time: 0.7721219659, output_fired_time: 0.7791075110, propagate_forward_time: 24.6306076050, propagate_backward_time: 38.7298622131, weight_update_time: 0.1516678035, other_time: 2.6956062317
epoch time: 5.7405028343s, input_fired_time: 0.0974137932, output_fired_time: 0.0000000000, propagate_forward_time: 5.1687912941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742975235
validation[          , genome  5609] predictions:    9590/  10000 (95.90%), best:    9669/10000 (96.69%), error:      1283.60620, best error:      1110.14001 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.5677871704s, input_fired_time: 0.7667565942, output_fired_time: 0.7817303538, propagate_forward_time: 25.1879634857, propagate_backward_time: 39.1428642273, weight_update_time: 0.1528260708, other_time: 2.6884727478
epoch time: 5.7102370262s, input_fired_time: 0.0986126959, output_fired_time: 0.0000000000, propagate_forward_time: 5.1421461105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694781303
validation[          , genome  5609] predictions:    9614/  10000 (96.14%), best:    9669/10000 (96.69%), error:      1257.25684, best error:      1110.14001 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.3288040161s, input_fired_time: 0.7927519679, output_fired_time: 0.8072485328, propagate_forward_time: 25.9082508087, propagate_backward_time: 40.0890960693, weight_update_time: 0.1583490074, other_time: 2.7314529419
epoch time: 5.6726760864s, input_fired_time: 0.0966001749, output_fired_time: 0.0000000000, propagate_forward_time: 5.1168112755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592647552
validation[          , genome  5609] predictions:    9619/  10000 (96.19%), best:    9669/10000 (96.69%), error:      1219.18518, best error:      1110.14001 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 68.8532333374s, input_fired_time: 0.7707681060, output_fired_time: 0.7862433195, propagate_forward_time: 25.3899822235, propagate_backward_time: 39.2768936157, weight_update_time: 0.1513937712, other_time: 2.6293487549
epoch time: 5.5150933266s, input_fired_time: 0.0983845964, output_fired_time: 0.0000000000, propagate_forward_time: 4.9375214577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791874886
validation[          , genome  5609] predictions:    9647/  10000 (96.47%), best:    9669/10000 (96.69%), error:      1176.75500, best error:      1110.14001 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 69.0967025757s, input_fired_time: 0.7722051740, output_fired_time: 0.7878705263, propagate_forward_time: 25.4506263733, propagate_backward_time: 39.4344367981, weight_update_time: 0.1529259831, other_time: 2.6515655518
epoch time: 5.8026294708s, input_fired_time: 0.1001275554, output_fired_time: 0.0000000000, propagate_forward_time: 5.2120599747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904417992
validation[          , genome  5609] predictions:    9640/  10000 (96.40%), best:    9669/10000 (96.69%), error:      1166.39026, best error:      1110.14001 on epoch:    94, 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: 28.4397106171s, input_fired_time: 0.4910942316, output_fired_time: 0.0000000000, propagate_forward_time: 25.5292797089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4193363190
best training[          , genome  5609] predictions:   49078/  50000 (98.16%), best:    9669/10000 (96.69%), error:      3486.11011, best error:      1110.14001 on epoch:    94, 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: 5.6530838013s, input_fired_time: 0.0968661979, output_fired_time: 0.0000000000, propagate_forward_time: 5.0956363678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605813026
   testing[          , genome  5609] predictions:    9680/  10000 (96.80%), best:    9669/10000 (96.69%), error:      1065.92065, best error:      1110.14001 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:56:56 (2696): called boinc_finish(0)

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