Nameexact_genome_1512568488_43_7084_1
Workunit2606670
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:38 UTC
Report deadline18 Dec 2017, 12:15:49 UTC
Received8 Dec 2017, 13:54:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 48 min 47 sec
CPU time5 hours 37 min 16 sec
Validate stateValid
Credit2,629.55
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.21 MB
Peak swap size159.09 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
981.64618 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 188.8959808350s, input_fired_time: 1.7931299210, output_fired_time: 1.7371933460, propagate_forward_time: 71.7244033813, propagate_backward_time: 110.0937423706, weight_update_time: 0.1771132499, other_time: 3.5475006104
epoch time: 14.8727760315s, input_fired_time: 0.2206868380, output_fired_time: 0.0000000000, propagate_forward_time: 14.0072326660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448564529
validation[          , genome  7084] predictions:    9712/  10000 (97.12%), best:    9711/10000 (97.11%), error:       992.02515, best error:       981.64618 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 187.5373840332s, input_fired_time: 1.8040063381, output_fired_time: 1.7177233696, propagate_forward_time: 71.5315628052, propagate_backward_time: 108.8477020264, weight_update_time: 0.1806634068, other_time: 3.6363906860
epoch time: 15.1194896698s, input_fired_time: 0.2219632566, output_fired_time: 0.0000000000, propagate_forward_time: 14.2533121109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442146301
validation[          , genome  7084] predictions:    9707/  10000 (97.07%), best:    9711/10000 (97.11%), error:      1029.37207, best error:       981.64618 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 188.3390197754s, input_fired_time: 1.8248305321, output_fired_time: 1.7278168201, propagate_forward_time: 71.7703781128, propagate_backward_time: 109.4432754517, weight_update_time: 0.1791125387, other_time: 3.5727233887
epoch time: 15.0796308517s, input_fired_time: 0.2453739643, output_fired_time: 0.0000000000, propagate_forward_time: 14.1831874847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510696411
validation[          , genome  7084] predictions:    9692/  10000 (96.92%), best:    9711/10000 (97.11%), error:       987.97986, best error:       981.64618 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 187.2579498291s, input_fired_time: 1.7962844372, output_fired_time: 1.7189627886, propagate_forward_time: 71.2539672852, propagate_backward_time: 108.9463424683, weight_update_time: 0.1779717952, other_time: 3.5423965454
epoch time: 14.9068107605s, input_fired_time: 0.2227097452, output_fired_time: 0.0000000000, propagate_forward_time: 14.0365571976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475439072
validation[          , genome  7084] predictions:    9708/  10000 (97.08%), best:    9711/10000 (97.11%), error:      1039.59180, best error:       981.64618 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 188.8697662354s, input_fired_time: 1.8291387558, output_fired_time: 1.7330480814, propagate_forward_time: 72.1879806519, propagate_backward_time: 109.5047607422, weight_update_time: 0.1795667261, other_time: 3.6148452759
epoch time: 15.2295732498s, input_fired_time: 0.2500746548, output_fired_time: 0.0000000000, propagate_forward_time: 14.3194427490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600561142
validation[          , genome  7084] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       952.99304, best error:       952.99304 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 186.9612121582s, input_fired_time: 1.7861152887, output_fired_time: 1.7298741341, propagate_forward_time: 71.2523880005, propagate_backward_time: 108.6547470093, weight_update_time: 0.1809911132, other_time: 3.5380859375
epoch time: 15.3003845215s, input_fired_time: 0.2279475033, output_fired_time: 0.0000000000, propagate_forward_time: 14.4131193161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593179703
validation[          , genome  7084] predictions:    9718/  10000 (97.18%), best:    9702/10000 (97.02%), error:       970.10077, best error:       952.99304 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 188.2935333252s, input_fired_time: 1.7955106497, output_fired_time: 1.7196787596, propagate_forward_time: 71.5718231201, propagate_backward_time: 109.6325988770, weight_update_time: 0.1772990227, other_time: 3.5739135742
epoch time: 15.3787202835s, input_fired_time: 0.2300533950, output_fired_time: 0.0000000000, propagate_forward_time: 14.4833087921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6653585434
validation[          , genome  7084] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       898.29663, best error:       898.29663 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 188.4347839355s, input_fired_time: 1.8042030334, output_fired_time: 1.7082501650, propagate_forward_time: 71.8677749634, propagate_backward_time: 109.4762802124, weight_update_time: 0.1789159328, other_time: 3.5782775879
epoch time: 15.1859130859s, input_fired_time: 0.2235791236, output_fired_time: 0.0000000000, propagate_forward_time: 14.3089923859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533412933
validation[          , genome  7084] predictions:    9666/  10000 (96.66%), best:    9748/10000 (97.48%), error:      1121.19763, best error:       898.29663 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 187.0557861328s, input_fired_time: 1.8072524071, output_fired_time: 1.7263578176, propagate_forward_time: 71.2856674194, propagate_backward_time: 108.6571960449, weight_update_time: 0.1833862215, other_time: 3.5793075562
epoch time: 17.1293869019s, input_fired_time: 0.2623702288, output_fired_time: 0.0000000000, propagate_forward_time: 16.1839427948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6830730438
validation[          , genome  7084] predictions:    9702/  10000 (97.02%), best:    9748/10000 (97.48%), error:      1006.18384, best error:       898.29663 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 186.5788421631s, input_fired_time: 1.8059071302, output_fired_time: 1.7035195827, propagate_forward_time: 71.0251312256, propagate_backward_time: 108.4918365479, weight_update_time: 0.1776477695, other_time: 3.5524444580
epoch time: 15.3021373749s, input_fired_time: 0.2274826318, output_fired_time: 0.0000000000, propagate_forward_time: 14.4250373840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496171951
validation[          , genome  7084] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       926.37244, best error:       898.29663 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 188.4590148926s, input_fired_time: 1.8060442209, output_fired_time: 1.7347760201, propagate_forward_time: 71.6116714478, propagate_backward_time: 109.7517395020, weight_update_time: 0.1805902719, other_time: 3.5547866821
epoch time: 15.3715658188s, input_fired_time: 0.2260367125, output_fired_time: 0.0000000000, propagate_forward_time: 14.4925651550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6529636383
validation[          , genome  7084] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       910.40210, best error:       898.29663 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 189.2966003418s, input_fired_time: 1.8085986376, output_fired_time: 1.7294210196, propagate_forward_time: 72.1068801880, propagate_backward_time: 110.0430297852, weight_update_time: 0.1774270535, other_time: 3.6086807251
epoch time: 15.3268136978s, input_fired_time: 0.2304383963, output_fired_time: 0.0000000000, propagate_forward_time: 14.4444131851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519622803
validation[          , genome  7084] predictions:    9689/  10000 (96.89%), best:    9748/10000 (97.48%), error:      1039.94666, best error:       898.29663 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 187.4809875488s, input_fired_time: 1.8071358204, output_fired_time: 1.7130143642, propagate_forward_time: 71.4657363892, propagate_backward_time: 108.8997039795, weight_update_time: 0.1773829907, other_time: 3.5954055786
epoch time: 15.4024915695s, input_fired_time: 0.2323368639, output_fired_time: 0.0000000000, propagate_forward_time: 14.5173091888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528453827
validation[          , genome  7084] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:      1048.38733, best error:       898.29663 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 186.8528289795s, input_fired_time: 1.8081549406, output_fired_time: 1.7558550835, propagate_forward_time: 71.3094635010, propagate_backward_time: 108.4116363525, weight_update_time: 0.1777506471, other_time: 3.5677185059
epoch time: 15.0683240891s, input_fired_time: 0.2251279354, output_fired_time: 0.0000000000, propagate_forward_time: 14.1624269485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6807689667
validation[          , genome  7084] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       844.78992, best error:       844.78992 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 187.4975280762s, input_fired_time: 1.8125849962, output_fired_time: 1.7209501266, propagate_forward_time: 71.3432006836, propagate_backward_time: 109.0070114136, weight_update_time: 0.1776092947, other_time: 3.6137771606
epoch time: 15.0252218246s, input_fired_time: 0.2247188389, output_fired_time: 0.0000000000, propagate_forward_time: 14.1475229263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6529798508
validation[          , genome  7084] predictions:    9719/  10000 (97.19%), best:    9759/10000 (97.59%), error:       946.56549, best error:       844.78992 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 188.0561523438s, input_fired_time: 1.8118077517, output_fired_time: 1.7104943991, propagate_forward_time: 71.6499481201, propagate_backward_time: 109.2721176147, weight_update_time: 0.1787935048, other_time: 3.6117782593
epoch time: 15.2350168228s, input_fired_time: 0.2255631238, output_fired_time: 0.0000000000, propagate_forward_time: 14.3519945145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574592590
validation[          , genome  7084] predictions:    9704/  10000 (97.04%), best:    9759/10000 (97.59%), error:       982.38550, best error:       844.78992 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 189.1856079102s, input_fired_time: 1.8301795721, output_fired_time: 1.7282764912, propagate_forward_time: 72.2246322632, propagate_backward_time: 109.7813568115, weight_update_time: 0.1846008301, other_time: 3.6211624146
epoch time: 15.2179117203s, input_fired_time: 0.2273884118, output_fired_time: 0.0000000000, propagate_forward_time: 14.3376722336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528511047
validation[          , genome  7084] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       924.33826, best error:       844.78992 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 188.4086303711s, input_fired_time: 1.8222209215, output_fired_time: 1.7743201256, propagate_forward_time: 71.7628021240, propagate_backward_time: 109.4352111816, weight_update_time: 0.1785021722, other_time: 3.6140747070
epoch time: 15.2834825516s, input_fired_time: 0.2350402474, output_fired_time: 0.0000000000, propagate_forward_time: 14.3849706650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634712219
validation[          , genome  7084] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       922.75629, best error:       844.78992 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 189.0093383789s, input_fired_time: 1.8697143793, output_fired_time: 1.7787971497, propagate_forward_time: 72.0435638428, propagate_backward_time: 109.6275253296, weight_update_time: 0.1783578545, other_time: 3.6897354126
epoch time: 15.9734363556s, input_fired_time: 0.2675772905, output_fired_time: 0.0000000000, propagate_forward_time: 15.0247907639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810684204
validation[          , genome  7084] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       835.37555, best error:       835.37555 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 187.5285034180s, input_fired_time: 1.8344117403, output_fired_time: 1.7149726152, propagate_forward_time: 71.4461822510, propagate_backward_time: 108.9459991455, weight_update_time: 0.1791258007, other_time: 3.5869445801
epoch time: 15.3967037201s, input_fired_time: 0.2267611623, output_fired_time: 0.0000000000, propagate_forward_time: 14.5236539841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6462888718
validation[          , genome  7084] predictions:    9696/  10000 (96.96%), best:    9756/10000 (97.56%), error:      1004.98401, best error:       835.37555 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 188.0261688232s, input_fired_time: 1.8115568161, output_fired_time: 1.7403079271, propagate_forward_time: 71.6188049316, propagate_backward_time: 109.2605285645, weight_update_time: 0.1807510108, other_time: 3.5949707031
epoch time: 15.1813058853s, input_fired_time: 0.2264995426, output_fired_time: 0.0000000000, propagate_forward_time: 14.3053331375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6494731903
validation[          , genome  7084] predictions:    9739/  10000 (97.39%), best:    9756/10000 (97.56%), error:       897.56390, best error:       835.37555 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 188.9609375000s, input_fired_time: 1.8316049576, output_fired_time: 1.7462148666, propagate_forward_time: 71.8836212158, propagate_backward_time: 109.9004440308, weight_update_time: 0.1784233898, other_time: 3.5990524292
epoch time: 15.4667968750s, input_fired_time: 0.2516770959, output_fired_time: 0.0000000000, propagate_forward_time: 14.5436677933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714515686
validation[          , genome  7084] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       903.64941, best error:       835.37555 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 188.0561218262s, input_fired_time: 1.8198994398, output_fired_time: 1.7371356487, propagate_forward_time: 71.5239562988, propagate_backward_time: 109.3783645630, weight_update_time: 0.1789768338, other_time: 3.5967636108
epoch time: 15.5402975082s, input_fired_time: 0.2313814461, output_fired_time: 0.0000000000, propagate_forward_time: 14.6411533356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677627563
validation[          , genome  7084] predictions:    9680/  10000 (96.80%), best:    9756/10000 (97.56%), error:      1067.55542, best error:       835.37555 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 189.1227722168s, input_fired_time: 1.8285887241, output_fired_time: 1.7350220680, propagate_forward_time: 72.0718994141, propagate_backward_time: 109.8919601440, weight_update_time: 0.1783409715, other_time: 3.5953140259
epoch time: 15.1292133331s, input_fired_time: 0.2266060859, output_fired_time: 0.0000000000, propagate_forward_time: 14.2465763092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560306549
validation[          , genome  7084] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       873.89209, best error:       835.37555 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 187.6554412842s, input_fired_time: 1.8002532721, output_fired_time: 1.7091658115, propagate_forward_time: 71.5225372314, propagate_backward_time: 109.0288772583, weight_update_time: 0.1799429506, other_time: 3.5946121216
epoch time: 15.4878787994s, input_fired_time: 0.2368906140, output_fired_time: 0.0000000000, propagate_forward_time: 14.5998611450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6511268616
validation[          , genome  7084] predictions:    9743/  10000 (97.43%), best:    9756/10000 (97.56%), error:       842.98242, best error:       835.37555 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 188.1011962891s, input_fired_time: 1.8332302570, output_fired_time: 1.7267009020, propagate_forward_time: 71.6849136353, propagate_backward_time: 109.2611618042, weight_update_time: 0.1812526733, other_time: 3.5951843262
epoch time: 15.1515979767s, input_fired_time: 0.2254760563, output_fired_time: 0.0000000000, propagate_forward_time: 14.2743692398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517524719
validation[          , genome  7084] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       836.59363, best error:       835.37555 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 186.4488830566s, input_fired_time: 1.8149496317, output_fired_time: 1.7048742771, propagate_forward_time: 71.0656967163, propagate_backward_time: 108.2348937988, weight_update_time: 0.1794852763, other_time: 3.6284561157
epoch time: 14.9813070297s, input_fired_time: 0.2303032130, output_fired_time: 0.0000000000, propagate_forward_time: 14.1076211929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433830261
validation[          , genome  7084] predictions:    9695/  10000 (96.95%), best:    9756/10000 (97.56%), error:       954.58295, best error:       835.37555 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 189.0980682373s, input_fired_time: 1.8461205959, output_fired_time: 1.7281095982, propagate_forward_time: 72.0382080078, propagate_backward_time: 109.8736572266, weight_update_time: 0.1789476722, other_time: 3.6119842529
epoch time: 15.2936649323s, input_fired_time: 0.2272455692, output_fired_time: 0.0000000000, propagate_forward_time: 14.3965034485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699161530
validation[          , genome  7084] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       844.99103, best error:       835.37555 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 189.4041900635s, input_fired_time: 1.8253868818, output_fired_time: 1.7541474104, propagate_forward_time: 72.1946334839, propagate_backward_time: 109.9828796387, weight_update_time: 0.2086920738, other_time: 3.6471328735
epoch time: 15.1360416412s, input_fired_time: 0.2279193252, output_fired_time: 0.0000000000, propagate_forward_time: 14.2577962875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503257751
validation[          , genome  7084] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       829.73499, best error:       829.73499 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 186.9582977295s, input_fired_time: 1.8216193914, output_fired_time: 1.7241847515, propagate_forward_time: 71.0692672729, propagate_backward_time: 108.7151412964, weight_update_time: 0.1774618030, other_time: 3.6280822754
epoch time: 15.1498241425s, input_fired_time: 0.2278742790, output_fired_time: 0.0000000000, propagate_forward_time: 14.2609891891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6609601974
validation[          , genome  7084] predictions:    9684/  10000 (96.84%), best:    9757/10000 (97.57%), error:       998.54474, best error:       829.73499 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 188.4968261719s, input_fired_time: 1.8338866234, output_fired_time: 1.7439117432, propagate_forward_time: 71.9084167480, propagate_backward_time: 109.4031753540, weight_update_time: 0.1789369583, other_time: 3.6074295044
epoch time: 14.9416875839s, input_fired_time: 0.2249246389, output_fired_time: 0.0000000000, propagate_forward_time: 14.0723905563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443719864
validation[          , genome  7084] predictions:    9721/  10000 (97.21%), best:    9757/10000 (97.57%), error:       936.02863, best error:       829.73499 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 187.9931793213s, input_fired_time: 1.8234565258, output_fired_time: 1.7614450455, propagate_forward_time: 71.7524261475, propagate_backward_time: 109.0555419922, weight_update_time: 0.1797105670, other_time: 3.6003112793
epoch time: 15.3121595383s, input_fired_time: 0.2274349630, output_fired_time: 0.0000000000, propagate_forward_time: 14.4177112579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670131683
validation[          , genome  7084] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       990.83752, best error:       829.73499 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 188.1086425781s, input_fired_time: 1.8185825348, output_fired_time: 1.7168005705, propagate_forward_time: 71.6088256836, propagate_backward_time: 109.3648071289, weight_update_time: 0.1789522618, other_time: 3.5996246338
epoch time: 15.0169897079s, input_fired_time: 0.2319001257, output_fired_time: 0.0000000000, propagate_forward_time: 14.1243591309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607303619
validation[          , genome  7084] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       938.81750, best error:       829.73499 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 188.3471069336s, input_fired_time: 1.8458986282, output_fired_time: 1.7292195559, propagate_forward_time: 72.0025253296, propagate_backward_time: 109.1780624390, weight_update_time: 0.1800765842, other_time: 3.5914001465
epoch time: 15.3229551315s, input_fired_time: 0.2289566398, output_fired_time: 0.0000000000, propagate_forward_time: 14.4381885529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558103561
validation[          , genome  7084] predictions:    9746/  10000 (97.46%), best:    9757/10000 (97.57%), error:       854.78979, best error:       829.73499 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 188.0082092285s, input_fired_time: 1.8630188704, output_fired_time: 1.7345298529, propagate_forward_time: 71.6267623901, propagate_backward_time: 109.1974716187, weight_update_time: 0.1785815805, other_time: 3.5864257813
epoch time: 14.8519592285s, input_fired_time: 0.2251780629, output_fired_time: 0.0000000000, propagate_forward_time: 13.9820680618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6447134018
validation[          , genome  7084] predictions:    9751/  10000 (97.51%), best:    9757/10000 (97.57%), error:       857.30035, best error:       829.73499 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 188.8302764893s, input_fired_time: 1.8236274719, output_fired_time: 1.7242602110, propagate_forward_time: 71.8675384521, propagate_backward_time: 109.7505035400, weight_update_time: 0.1793531328, other_time: 3.6643524170
epoch time: 15.3199377060s, input_fired_time: 0.2301665246, output_fired_time: 0.0000000000, propagate_forward_time: 14.4119853973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6777858734
validation[          , genome  7084] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       820.50940, best error:       820.50940 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 191.2741699219s, input_fired_time: 1.9208377600, output_fired_time: 1.7561873198, propagate_forward_time: 72.8729629517, propagate_backward_time: 111.0558013916, weight_update_time: 0.1792251617, other_time: 3.6683883667
epoch time: 15.2961750031s, input_fired_time: 0.2309386283, output_fired_time: 0.0000000000, propagate_forward_time: 14.4100446701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551914215
validation[          , genome  7084] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       922.13013, best error:       820.50940 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 188.6395721436s, input_fired_time: 1.8287603855, output_fired_time: 1.7278419733, propagate_forward_time: 71.9229507446, propagate_backward_time: 109.5494995117, weight_update_time: 0.1776829809, other_time: 3.6105117798
epoch time: 15.1848964691s, input_fired_time: 0.2281523198, output_fired_time: 0.0000000000, propagate_forward_time: 14.3073663712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493778229
validation[          , genome  7084] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       804.65820, best error:       804.65820 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 189.7042541504s, input_fired_time: 1.8324460983, output_fired_time: 1.7530307770, propagate_forward_time: 72.3204193115, propagate_backward_time: 110.1546020508, weight_update_time: 0.1783834398, other_time: 3.6437530518
epoch time: 15.1562585831s, input_fired_time: 0.2301838845, output_fired_time: 0.0000000000, propagate_forward_time: 14.2700529099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560220718
validation[          , genome  7084] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       897.67340, best error:       804.65820 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 187.3162994385s, input_fired_time: 1.8419008255, output_fired_time: 1.7316857576, propagate_forward_time: 71.2645263672, propagate_backward_time: 108.8985214233, weight_update_time: 0.1786138117, other_time: 3.5796585083
epoch time: 15.2539386749s, input_fired_time: 0.2617891431, output_fired_time: 0.0000000000, propagate_forward_time: 14.3333539963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587953568
validation[          , genome  7084] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       770.26398, best error:       770.26398 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 187.8694305420s, input_fired_time: 1.8240020275, output_fired_time: 1.7144854069, propagate_forward_time: 71.6634750366, propagate_backward_time: 109.0844268799, weight_update_time: 0.1799762845, other_time: 3.5830307007
epoch time: 15.9841747284s, input_fired_time: 0.2380302846, output_fired_time: 0.0000000000, propagate_forward_time: 15.0245285034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7216157913
validation[          , genome  7084] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       807.26740, best error:       770.26398 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 187.4683532715s, input_fired_time: 1.8338592052, output_fired_time: 1.7069848776, propagate_forward_time: 71.5269241333, propagate_backward_time: 108.7927474976, weight_update_time: 0.1784684211, other_time: 3.6078338623
epoch time: 15.3462791443s, input_fired_time: 0.2319011241, output_fired_time: 0.0000000000, propagate_forward_time: 14.4594078064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6549701691
validation[          , genome  7084] predictions:    9757/  10000 (97.57%), best:    9766/10000 (97.66%), error:       809.15076, best error:       770.26398 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 188.1086578369s, input_fired_time: 1.8195440769, output_fired_time: 1.7121989727, propagate_forward_time: 71.5648193359, propagate_backward_time: 109.4263687134, weight_update_time: 0.1802502126, other_time: 3.5857162476
epoch time: 15.1654615402s, input_fired_time: 0.2289299965, output_fired_time: 0.0000000000, propagate_forward_time: 14.2876377106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6488933563
validation[          , genome  7084] predictions:    9710/  10000 (97.10%), best:    9766/10000 (97.66%), error:       912.41888, best error:       770.26398 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 188.0133666992s, input_fired_time: 1.8360189199, output_fired_time: 1.7308276892, propagate_forward_time: 71.6169357300, propagate_backward_time: 109.1938171387, weight_update_time: 0.1791545451, other_time: 3.6357650757
epoch time: 15.3457803726s, input_fired_time: 0.2357411534, output_fired_time: 0.0000000000, propagate_forward_time: 14.4521856308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578531265
validation[          , genome  7084] predictions:    9701/  10000 (97.01%), best:    9766/10000 (97.66%), error:      1019.83051, best error:       770.26398 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 187.8212738037s, input_fired_time: 1.8223474026, output_fired_time: 1.7613818645, propagate_forward_time: 71.6968383789, propagate_backward_time: 108.9635314941, weight_update_time: 0.1794939637, other_time: 3.5771789551
epoch time: 15.3304376602s, input_fired_time: 0.2388510257, output_fired_time: 0.0000000000, propagate_forward_time: 14.4380979538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534891129
validation[          , genome  7084] predictions:    9730/  10000 (97.30%), best:    9766/10000 (97.66%), error:       863.60449, best error:       770.26398 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 189.1048431396s, input_fired_time: 1.8456175327, output_fired_time: 1.7601718903, propagate_forward_time: 71.9568252563, propagate_backward_time: 109.9307785034, weight_update_time: 0.1925693750, other_time: 3.6114501953
epoch time: 15.2918567657s, input_fired_time: 0.2364584655, output_fired_time: 0.0000000000, propagate_forward_time: 14.3987960815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566019058
validation[          , genome  7084] predictions:    9767/  10000 (97.67%), best:    9766/10000 (97.66%), error:       813.85205, best error:       770.26398 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 187.7888641357s, input_fired_time: 1.8436342478, output_fired_time: 1.7236342430, propagate_forward_time: 71.5339050293, propagate_backward_time: 109.0894393921, weight_update_time: 0.1781300008, other_time: 3.5982589722
epoch time: 15.3779239655s, input_fired_time: 0.2320194095, output_fired_time: 0.0000000000, propagate_forward_time: 14.4941349030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517696381
validation[          , genome  7084] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       827.16486, best error:       770.26398 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 188.9168243408s, input_fired_time: 1.8301132917, output_fired_time: 1.7332632542, propagate_forward_time: 71.9372787476, propagate_backward_time: 109.8371505737, weight_update_time: 0.1784269512, other_time: 3.5790252686
epoch time: 15.7181062698s, input_fired_time: 0.2331960052, output_fired_time: 0.0000000000, propagate_forward_time: 14.8254108429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594991684
validation[          , genome  7084] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       868.25391, best error:       770.26398 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 188.5000152588s, input_fired_time: 1.8460209370, output_fired_time: 1.7426499128, propagate_forward_time: 71.9671401978, propagate_backward_time: 109.3657150269, weight_update_time: 0.1816792339, other_time: 3.5784912109
epoch time: 14.9052085876s, input_fired_time: 0.2302197218, output_fired_time: 0.0000000000, propagate_forward_time: 14.0275897980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6473989487
validation[          , genome  7084] predictions:    9744/  10000 (97.44%), best:    9766/10000 (97.66%), error:       827.58313, best error:       770.26398 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 187.7532348633s, input_fired_time: 1.8584153652, output_fired_time: 1.7447195053, propagate_forward_time: 71.4869003296, propagate_backward_time: 109.0504226685, weight_update_time: 0.1865731925, other_time: 3.6127777100
epoch time: 15.1212215424s, input_fired_time: 0.2332036346, output_fired_time: 0.0000000000, propagate_forward_time: 14.2415103912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6465072632
validation[          , genome  7084] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       860.57330, best error:       770.26398 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 187.8580322266s, input_fired_time: 1.8630218506, output_fired_time: 1.7435792685, propagate_forward_time: 71.5487213135, propagate_backward_time: 109.1299285889, weight_update_time: 0.1833775342, other_time: 3.5727844238
epoch time: 15.0190734863s, input_fired_time: 0.2294763476, output_fired_time: 0.0000000000, propagate_forward_time: 14.1396818161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499156952
validation[          , genome  7084] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       837.47333, best error:       770.26398 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 189.0195617676s, input_fired_time: 1.8420674801, output_fired_time: 1.8053972721, propagate_forward_time: 72.2266769409, propagate_backward_time: 109.5503311157, weight_update_time: 0.1783783436, other_time: 3.5950775146
epoch time: 15.1356744766s, input_fired_time: 0.2347965091, output_fired_time: 0.0000000000, propagate_forward_time: 14.2460260391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548519135
validation[          , genome  7084] predictions:    9699/  10000 (96.99%), best:    9766/10000 (97.66%), error:      1012.76025, best error:       770.26398 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 189.0283355713s, input_fired_time: 1.8403825760, output_fired_time: 1.7255234718, propagate_forward_time: 72.0155029297, propagate_backward_time: 109.8136596680, weight_update_time: 0.1787956357, other_time: 3.6332702637
epoch time: 15.2821350098s, input_fired_time: 0.2308397889, output_fired_time: 0.0000000000, propagate_forward_time: 14.3882846832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630105972
validation[          , genome  7084] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       890.05884, best error:       770.26398 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 187.7538452148s, input_fired_time: 1.8545953035, output_fired_time: 1.7252479792, propagate_forward_time: 71.4568023682, propagate_backward_time: 109.1418838501, weight_update_time: 0.1779687107, other_time: 3.5753097534
epoch time: 15.2461214066s, input_fired_time: 0.2325652093, output_fired_time: 0.0000000000, propagate_forward_time: 14.3623647690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6511917114
validation[          , genome  7084] predictions:    9711/  10000 (97.11%), best:    9766/10000 (97.66%), error:       915.55627, best error:       770.26398 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 190.1068725586s, input_fired_time: 1.8709524870, output_fired_time: 1.7250964642, propagate_forward_time: 72.3901290894, propagate_backward_time: 110.4899902344, weight_update_time: 0.1791617125, other_time: 3.6306991577
epoch time: 14.9587688446s, input_fired_time: 0.2343224138, output_fired_time: 0.0000000000, propagate_forward_time: 14.0773277283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471185684
validation[          , genome  7084] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       920.64386, best error:       770.26398 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 186.7329864502s, input_fired_time: 1.8312293291, output_fired_time: 1.7083659172, propagate_forward_time: 71.2773666382, propagate_backward_time: 108.3156356812, weight_update_time: 0.1771443784, other_time: 3.6004028320
epoch time: 15.1515398026s, input_fired_time: 0.2468290329, output_fired_time: 0.0000000000, propagate_forward_time: 14.2472238541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574869156
validation[          , genome  7084] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       875.18787, best error:       770.26398 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 187.6456756592s, input_fired_time: 1.8510683775, output_fired_time: 1.7294880152, propagate_forward_time: 71.4076766968, propagate_backward_time: 109.0386581421, weight_update_time: 0.1783527136, other_time: 3.6187744141
epoch time: 15.5433626175s, input_fired_time: 0.2332148999, output_fired_time: 0.0000000000, propagate_forward_time: 14.6184787750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916685104
validation[          , genome  7084] predictions:    9772/  10000 (97.72%), best:    9766/10000 (97.66%), error:       787.20819, best error:       770.26398 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 188.4863891602s, input_fired_time: 1.8689712286, output_fired_time: 1.7330573797, propagate_forward_time: 71.7734985352, propagate_backward_time: 109.5042266846, weight_update_time: 0.1793515682, other_time: 3.6066284180
epoch time: 15.2060594559s, input_fired_time: 0.2318007797, output_fired_time: 0.0000000000, propagate_forward_time: 14.3251485825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491098404
validation[          , genome  7084] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       831.08472, best error:       770.26398 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 187.9546051025s, input_fired_time: 1.8480826616, output_fired_time: 1.7273879051, propagate_forward_time: 71.5564956665, propagate_backward_time: 109.2350616455, weight_update_time: 0.1820984930, other_time: 3.5875778198
epoch time: 15.6084957123s, input_fired_time: 0.2362280786, output_fired_time: 0.0000000000, propagate_forward_time: 14.7038621902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684055328
validation[          , genome  7084] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       901.66687, best error:       770.26398 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 189.4147338867s, input_fired_time: 1.8598945141, output_fired_time: 1.7420618534, propagate_forward_time: 72.1002349854, propagate_backward_time: 110.1111755371, weight_update_time: 0.1794375926, other_time: 3.6013641357
epoch time: 15.5252819061s, input_fired_time: 0.2328616977, output_fired_time: 0.0000000000, propagate_forward_time: 14.6287612915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636590958
validation[          , genome  7084] predictions:    9697/  10000 (96.97%), best:    9766/10000 (97.66%), error:      1029.36389, best error:       770.26398 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 187.7746734619s, input_fired_time: 1.8891551495, output_fired_time: 1.7445149422, propagate_forward_time: 71.5041656494, propagate_backward_time: 109.0884246826, weight_update_time: 0.1826996803, other_time: 3.5484008789
epoch time: 15.0675277710s, input_fired_time: 0.2336911410, output_fired_time: 0.0000000000, propagate_forward_time: 14.1699857712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638507843
validation[          , genome  7084] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       846.79340, best error:       770.26398 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 188.6131286621s, input_fired_time: 1.8512917757, output_fired_time: 1.7173198462, propagate_forward_time: 71.9385070801, propagate_backward_time: 109.5078659058, weight_update_time: 0.1871469468, other_time: 3.5981521606
epoch time: 15.0541639328s, input_fired_time: 0.2336327285, output_fired_time: 0.0000000000, propagate_forward_time: 14.1628942490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576366425
validation[          , genome  7084] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       892.15308, best error:       770.26398 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 187.1924285889s, input_fired_time: 1.8365485668, output_fired_time: 1.7164874077, propagate_forward_time: 71.3364334106, propagate_backward_time: 108.7196578979, weight_update_time: 0.1792810261, other_time: 3.5832977295
epoch time: 14.9230556488s, input_fired_time: 0.2306042612, output_fired_time: 0.0000000000, propagate_forward_time: 14.0531835556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392679214
validation[          , genome  7084] predictions:    9746/  10000 (97.46%), best:    9766/10000 (97.66%), error:       848.77612, best error:       770.26398 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 187.9310455322s, input_fired_time: 1.8425920010, output_fired_time: 1.7133649588, propagate_forward_time: 71.6606140137, propagate_backward_time: 109.1077575684, weight_update_time: 0.1815312505, other_time: 3.6067199707
epoch time: 15.5824384689s, input_fired_time: 0.2386969030, output_fired_time: 0.0000000000, propagate_forward_time: 14.6761207581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676206589
validation[          , genome  7084] predictions:    9765/  10000 (97.65%), best:    9766/10000 (97.66%), error:       815.54333, best error:       770.26398 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 187.0672302246s, input_fired_time: 1.8565298319, output_fired_time: 1.7037991285, propagate_forward_time: 71.2330245972, propagate_backward_time: 108.6545944214, weight_update_time: 0.2215143442, other_time: 3.6192779541
epoch time: 14.5182199478s, input_fired_time: 0.2258652002, output_fired_time: 0.0000000000, propagate_forward_time: 13.6513109207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410436630
validation[          , genome  7084] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       848.28534, best error:       770.26398 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 187.0423583984s, input_fired_time: 1.8488405943, output_fired_time: 1.7111340761, propagate_forward_time: 71.3546142578, propagate_backward_time: 108.5613327026, weight_update_time: 0.1776937693, other_time: 3.5664291382
epoch time: 15.6123218536s, input_fired_time: 0.2343597859, output_fired_time: 0.0000000000, propagate_forward_time: 14.7183208466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596412659
validation[          , genome  7084] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       811.72723, best error:       770.26398 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 188.7843933105s, input_fired_time: 1.8818799257, output_fired_time: 1.7327569723, propagate_forward_time: 71.7987899780, propagate_backward_time: 109.7469100952, weight_update_time: 0.1786855012, other_time: 3.6240539551
epoch time: 15.4172534943s, input_fired_time: 0.2353663296, output_fired_time: 0.0000000000, propagate_forward_time: 14.5264158249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554718018
validation[          , genome  7084] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       827.11395, best error:       770.26398 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 188.8054504395s, input_fired_time: 1.8791233301, output_fired_time: 1.7740483284, propagate_forward_time: 71.8888931274, propagate_backward_time: 109.6709213257, weight_update_time: 0.1783429831, other_time: 3.5924682617
epoch time: 14.9739780426s, input_fired_time: 0.2323204726, output_fired_time: 0.0000000000, propagate_forward_time: 14.0897455215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519117355
validation[          , genome  7084] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       808.17773, best error:       770.26398 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 187.4717407227s, input_fired_time: 1.8552145958, output_fired_time: 1.7335299253, propagate_forward_time: 71.3819122314, propagate_backward_time: 108.9216613770, weight_update_time: 0.1847195625, other_time: 3.5794219971
epoch time: 15.3126277924s, input_fired_time: 0.2362029403, output_fired_time: 0.0000000000, propagate_forward_time: 14.4235525131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528720856
validation[          , genome  7084] predictions:    9721/  10000 (97.21%), best:    9766/10000 (97.66%), error:       920.03900, best error:       770.26398 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 188.2885894775s, input_fired_time: 1.8757895231, output_fired_time: 1.7198896408, propagate_forward_time: 71.8898925781, propagate_backward_time: 109.1948242188, weight_update_time: 0.1815323085, other_time: 3.6081848145
epoch time: 15.1993265152s, input_fired_time: 0.2370667309, output_fired_time: 0.0000000000, propagate_forward_time: 14.3132257462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490345001
validation[          , genome  7084] predictions:    9666/  10000 (96.66%), best:    9766/10000 (97.66%), error:      1053.01025, best error:       770.26398 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 188.5912933350s, input_fired_time: 1.8696136475, output_fired_time: 1.7181398869, propagate_forward_time: 71.9131622314, propagate_backward_time: 109.4857330322, weight_update_time: 0.1797582209, other_time: 3.6046447754
epoch time: 15.4590616226s, input_fired_time: 0.2361113429, output_fired_time: 0.0000000000, propagate_forward_time: 14.5679683685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6549816132
validation[          , genome  7084] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       853.16290, best error:       770.26398 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 185.9299316406s, input_fired_time: 1.8486042023, output_fired_time: 1.7240551710, propagate_forward_time: 70.7629241943, propagate_backward_time: 108.0350189209, weight_update_time: 0.1773241013, other_time: 3.5593261719
epoch time: 15.8633651733s, input_fired_time: 0.2450206578, output_fired_time: 0.0000000000, propagate_forward_time: 14.9636068344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547374725
validation[          , genome  7084] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       899.54242, best error:       770.26398 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 185.9441070557s, input_fired_time: 1.8384029865, output_fired_time: 1.7081171274, propagate_forward_time: 70.6305313110, propagate_backward_time: 108.2086715698, weight_update_time: 0.1774817854, other_time: 3.5583801270
epoch time: 15.1962299347s, input_fired_time: 0.2363258600, output_fired_time: 0.0000000000, propagate_forward_time: 14.3107671738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491365433
validation[          , genome  7084] predictions:    9718/  10000 (97.18%), best:    9766/10000 (97.66%), error:       942.54974, best error:       770.26398 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 188.2611083984s, input_fired_time: 1.8480443954, output_fired_time: 1.7397550344, propagate_forward_time: 71.7509460449, propagate_backward_time: 109.3220062256, weight_update_time: 0.1777244657, other_time: 3.6003570557
epoch time: 14.9546356201s, input_fired_time: 0.2384798825, output_fired_time: 0.0000000000, propagate_forward_time: 14.0730724335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430835724
validation[          , genome  7084] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       885.10352, best error:       770.26398 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 188.4438018799s, input_fired_time: 1.8754357100, output_fired_time: 1.7311711311, propagate_forward_time: 71.9782028198, propagate_backward_time: 109.2654342651, weight_update_time: 0.1815574467, other_time: 3.5935516357
epoch time: 15.1697568893s, input_fired_time: 0.2340771407, output_fired_time: 0.0000000000, propagate_forward_time: 14.2863426208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493368149
validation[          , genome  7084] predictions:    9771/  10000 (97.71%), best:    9766/10000 (97.66%), error:       791.32837, best error:       770.26398 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 186.5010070801s, input_fired_time: 1.8417935371, output_fired_time: 1.7027784586, propagate_forward_time: 71.1304702759, propagate_backward_time: 108.2784576416, weight_update_time: 0.1785360426, other_time: 3.5475082397
epoch time: 15.4068174362s, input_fired_time: 0.2359700203, output_fired_time: 0.0000000000, propagate_forward_time: 14.5172777176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6535692215
validation[          , genome  7084] predictions:    9767/  10000 (97.67%), best:    9766/10000 (97.66%), error:       813.88947, best error:       770.26398 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 187.1213836670s, input_fired_time: 1.8494974375, output_fired_time: 1.7145079374, propagate_forward_time: 71.2586669922, propagate_backward_time: 108.7389068604, weight_update_time: 0.1887386739, other_time: 3.5597991943
epoch time: 15.1834230423s, input_fired_time: 0.2364128679, output_fired_time: 0.0000000000, propagate_forward_time: 14.2984209061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485891342
validation[          , genome  7084] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       827.13440, best error:       770.26398 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 190.0566558838s, input_fired_time: 1.8719567060, output_fired_time: 1.7401504517, propagate_forward_time: 72.6326675415, propagate_backward_time: 110.1851501465, weight_update_time: 0.1817641258, other_time: 3.6267318726
epoch time: 15.7437257767s, input_fired_time: 0.2361635715, output_fired_time: 0.0000000000, propagate_forward_time: 14.8048295975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7027330399
validation[          , genome  7084] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       834.67828, best error:       770.26398 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 188.8806457520s, input_fired_time: 1.8632109165, output_fired_time: 1.7768520117, propagate_forward_time: 71.9153900146, propagate_backward_time: 109.7151260376, weight_update_time: 0.2134160548, other_time: 3.6100692749
epoch time: 14.7714128494s, input_fired_time: 0.2328867912, output_fired_time: 0.0000000000, propagate_forward_time: 13.9021949768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363315582
validation[          , genome  7084] predictions:    9768/  10000 (97.68%), best:    9766/10000 (97.66%), error:       797.27496, best error:       770.26398 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 185.4344482422s, input_fired_time: 1.8799800873, output_fired_time: 1.7018680573, propagate_forward_time: 70.4748764038, propagate_backward_time: 107.7967453003, weight_update_time: 0.1876552850, other_time: 3.5809783936
epoch time: 15.0630054474s, input_fired_time: 0.2356449217, output_fired_time: 0.0000000000, propagate_forward_time: 14.1869201660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404399872
validation[          , genome  7084] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       825.63745, best error:       770.26398 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 188.4199218750s, input_fired_time: 1.8709850311, output_fired_time: 1.7418117523, propagate_forward_time: 71.9509353638, propagate_backward_time: 109.2924346924, weight_update_time: 0.1783240885, other_time: 3.5637588501
epoch time: 15.6496715546s, input_fired_time: 0.2501156032, output_fired_time: 0.0000000000, propagate_forward_time: 14.7478380203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517181396
validation[          , genome  7084] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       857.86713, best error:       770.26398 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 188.8994750977s, input_fired_time: 1.9341101646, output_fired_time: 1.7344800234, propagate_forward_time: 72.0101318359, propagate_backward_time: 109.5443267822, weight_update_time: 0.2065559775, other_time: 3.6764221191
epoch time: 15.2054634094s, input_fired_time: 0.2387737930, output_fired_time: 0.0000000000, propagate_forward_time: 14.3095302582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571598053
validation[          , genome  7084] predictions:    9683/  10000 (96.83%), best:    9766/10000 (97.66%), error:      1032.82178, best error:       770.26398 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 186.7977142334s, input_fired_time: 1.8694207668, output_fired_time: 1.7114568949, propagate_forward_time: 71.1506881714, propagate_backward_time: 108.4620971680, weight_update_time: 0.1830314547, other_time: 3.6040573120
epoch time: 15.3622112274s, input_fired_time: 0.2414586395, output_fired_time: 0.0000000000, propagate_forward_time: 14.4568815231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638708115
validation[          , genome  7084] predictions:    9757/  10000 (97.57%), best:    9766/10000 (97.66%), error:       842.56311, best error:       770.26398 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 189.0332336426s, input_fired_time: 1.8899577856, output_fired_time: 1.7736772299, propagate_forward_time: 72.0523452759, propagate_backward_time: 109.7236099243, weight_update_time: 0.1788058281, other_time: 3.5936431885
epoch time: 15.2547750473s, input_fired_time: 0.2385443747, output_fired_time: 0.0000000000, propagate_forward_time: 14.3592081070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570224762
validation[          , genome  7084] predictions:    9768/  10000 (97.68%), best:    9766/10000 (97.66%), error:       801.46790, best error:       770.26398 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 187.8264770508s, input_fired_time: 1.8727017641, output_fired_time: 1.7433114052, propagate_forward_time: 71.5886764526, propagate_backward_time: 109.0443725586, weight_update_time: 0.1777792573, other_time: 3.5774154663
epoch time: 15.1274690628s, input_fired_time: 0.2412226200, output_fired_time: 0.0000000000, propagate_forward_time: 14.2124843597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737623215
validation[          , genome  7084] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       831.93738, best error:       770.26398 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 187.2008666992s, input_fired_time: 1.8636029959, output_fired_time: 1.7257814407, propagate_forward_time: 71.3884811401, propagate_backward_time: 108.6319732666, weight_update_time: 0.1784853339, other_time: 3.5910263062
epoch time: 15.1498651505s, input_fired_time: 0.2368199378, output_fired_time: 0.0000000000, propagate_forward_time: 14.2644968033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485481262
validation[          , genome  7084] predictions:    9771/  10000 (97.71%), best:    9766/10000 (97.66%), error:       802.62268, best error:       770.26398 on epoch:    54, 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: 75.6274261475s, input_fired_time: 1.1464997530, output_fired_time: 0.0000000000, propagate_forward_time: 71.1537780762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3271484375
best training[          , genome  7084] predictions:   49513/  50000 (99.03%), best:    9766/10000 (97.66%), error:      1917.78870, best error:       770.26398 on epoch:    54, 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: 15.2016258240s, input_fired_time: 0.2292940766, output_fired_time: 0.0000000000, propagate_forward_time: 14.3181409836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541910172
   testing[          , genome  7084] predictions:    9796/  10000 (97.96%), best:    9766/10000 (97.66%), error:       683.16870, best error:       770.26398 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:45:12 (2912): called boinc_finish(0)

</stderr_txt>
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