Nameexact_genome_1512568488_45_7182_0
Workunit2607109
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:21:48 UTC
Report deadline19 Dec 2017, 10:50:05 UTC
Received8 Dec 2017, 20:02:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time6 hours 21 min 43 sec
CPU time6 hours 10 min 2 sec
Validate stateValid
Credit2,859.08
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.52 MB
Peak swap size159.86 MB
Peak disk usage2.36 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
812.90955 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 213.1189270020s, input_fired_time: 2.1419258118, output_fired_time: 1.8625140190, propagate_forward_time: 78.4113388062, propagate_backward_time: 126.6758422852, weight_update_time: 0.2158011645, other_time: 4.0273132324
epoch time: 17.3367881775s, input_fired_time: 0.2724220753, output_fired_time: 0.0000000000, propagate_forward_time: 16.3256282806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7387371063
validation[          , genome  7182] predictions:    9744/  10000 (97.44%), best:    9757/10000 (97.57%), error:       848.68793, best error:       812.90955 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 215.2693176270s, input_fired_time: 2.1631681919, output_fired_time: 1.8895536661, propagate_forward_time: 80.3207321167, propagate_backward_time: 126.7884750366, weight_update_time: 0.2244684845, other_time: 4.1073989868
epoch time: 17.3126373291s, input_fired_time: 0.2641871274, output_fired_time: 0.0000000000, propagate_forward_time: 16.3247699738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7236804962
validation[          , genome  7182] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       782.78510, best error:       782.78510 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 217.3595733643s, input_fired_time: 2.2216110229, output_fired_time: 1.9148681164, propagate_forward_time: 81.2865676880, propagate_backward_time: 127.6922454834, weight_update_time: 0.2204514295, other_time: 4.2442779541
epoch time: 17.2218456268s, input_fired_time: 0.2655563951, output_fired_time: 0.0000000000, propagate_forward_time: 16.2634468079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6928424835
validation[          , genome  7182] predictions:    9705/  10000 (97.05%), best:    9779/10000 (97.79%), error:       932.49982, best error:       782.78510 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 224.4960174561s, input_fired_time: 3.2491872311, output_fired_time: 1.9925493002, propagate_forward_time: 85.8674392700, propagate_backward_time: 127.9752655029, weight_update_time: 0.2370105237, other_time: 5.4115753174
epoch time: 18.3521690369s, input_fired_time: 0.2735309303, output_fired_time: 0.0000000000, propagate_forward_time: 17.2972946167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7813434601
validation[          , genome  7182] predictions:    9739/  10000 (97.39%), best:    9779/10000 (97.79%), error:       895.79767, best error:       782.78510 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 214.7711181641s, input_fired_time: 2.1401436329, output_fired_time: 1.8740210533, propagate_forward_time: 79.8599014282, propagate_backward_time: 125.7219009399, weight_update_time: 0.2177740932, other_time: 5.1751632690
epoch time: 17.9939956665s, input_fired_time: 0.2716680467, output_fired_time: 0.0000000000, propagate_forward_time: 17.0190486908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032794952
validation[          , genome  7182] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       718.16809, best error:       718.16809 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 211.3791656494s, input_fired_time: 2.1193194389, output_fired_time: 2.8658266068, propagate_forward_time: 79.0196914673, propagate_backward_time: 123.3556365967, weight_update_time: 0.2169553041, other_time: 4.0186843872
epoch time: 17.2989215851s, input_fired_time: 0.2724020779, output_fired_time: 0.0000000000, propagate_forward_time: 16.3107128143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7158069611
validation[          , genome  7182] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       812.23895, best error:       718.16809 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 213.6192321777s, input_fired_time: 2.1356551647, output_fired_time: 1.8743699789, propagate_forward_time: 81.7042694092, propagate_backward_time: 123.7941665649, weight_update_time: 0.2478471845, other_time: 4.1107711792
epoch time: 16.8807849884s, input_fired_time: 0.2717072070, output_fired_time: 0.0000000000, propagate_forward_time: 15.9027538300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7063236237
validation[          , genome  7182] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       761.06750, best error:       718.16809 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 211.1296386719s, input_fired_time: 2.1270618439, output_fired_time: 1.8666749001, propagate_forward_time: 77.9096755981, propagate_backward_time: 125.1846618652, weight_update_time: 0.2156707793, other_time: 4.0415649414
epoch time: 17.4097023010s, input_fired_time: 0.2705982625, output_fired_time: 0.0000000000, propagate_forward_time: 16.4053211212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7337837219
validation[          , genome  7182] predictions:    9751/  10000 (97.51%), best:    9785/10000 (97.85%), error:       800.26837, best error:       718.16809 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 213.7255706787s, input_fired_time: 2.1358819008, output_fired_time: 1.8863580227, propagate_forward_time: 81.6103210449, propagate_backward_time: 124.0303649902, weight_update_time: 0.2208063453, other_time: 4.0626525879
epoch time: 17.3829689026s, input_fired_time: 0.2694853842, output_fired_time: 0.0000000000, propagate_forward_time: 16.3881340027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7253494263
validation[          , genome  7182] predictions:    9722/  10000 (97.22%), best:    9785/10000 (97.85%), error:       907.41333, best error:       718.16809 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 223.5251312256s, input_fired_time: 2.1193420887, output_fired_time: 1.8752609491, propagate_forward_time: 88.5340270996, propagate_backward_time: 127.0241775513, weight_update_time: 0.2159927189, other_time: 3.9723281860
epoch time: 16.0705108643s, input_fired_time: 0.2638029754, output_fired_time: 0.0000000000, propagate_forward_time: 15.0944166183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122917175
validation[          , genome  7182] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       698.06134, best error:       698.06134 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 212.7268218994s, input_fired_time: 3.1469354630, output_fired_time: 1.8669346571, propagate_forward_time: 82.2108612061, propagate_backward_time: 121.5221862793, weight_update_time: 0.2149017453, other_time: 3.9799041748
epoch time: 17.1273250580s, input_fired_time: 0.2693805397, output_fired_time: 0.0000000000, propagate_forward_time: 16.1566810608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012634277
validation[          , genome  7182] predictions:    9711/  10000 (97.11%), best:    9794/10000 (97.94%), error:       948.23431, best error:       698.06134 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 210.9893035889s, input_fired_time: 2.1112389565, output_fired_time: 1.8543289900, propagate_forward_time: 78.9739990234, propagate_backward_time: 124.1077270508, weight_update_time: 0.2164653391, other_time: 3.9420166016
epoch time: 17.2457542419s, input_fired_time: 0.2681905031, output_fired_time: 0.0000000000, propagate_forward_time: 16.3044643402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6730995178
validation[          , genome  7182] predictions:    9749/  10000 (97.49%), best:    9794/10000 (97.94%), error:       810.10492, best error:       698.06134 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 225.3167877197s, input_fired_time: 2.2448780537, output_fired_time: 1.9399272203, propagate_forward_time: 84.1945495605, propagate_backward_time: 131.8941955566, weight_update_time: 0.2318331450, other_time: 5.0432434082
epoch time: 16.0423259735s, input_fired_time: 0.2665871382, output_fired_time: 0.0000000000, propagate_forward_time: 15.1037178040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6720209122
validation[          , genome  7182] predictions:    9742/  10000 (97.42%), best:    9794/10000 (97.94%), error:       870.91833, best error:       698.06134 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 217.1750335693s, input_fired_time: 2.1770927906, output_fired_time: 2.8794081211, propagate_forward_time: 82.2244033813, propagate_backward_time: 124.8898696899, weight_update_time: 0.2235398889, other_time: 5.0042648315
epoch time: 17.3335914612s, input_fired_time: 0.2714872658, output_fired_time: 0.0000000000, propagate_forward_time: 16.3482017517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7139015198
validation[          , genome  7182] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       775.58215, best error:       698.06134 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 221.2529602051s, input_fired_time: 2.2348289490, output_fired_time: 1.9586119652, propagate_forward_time: 84.7666091919, propagate_backward_time: 127.2359619141, weight_update_time: 0.2162097245, other_time: 5.0569458008
epoch time: 16.9618263245s, input_fired_time: 0.2667982578, output_fired_time: 0.0000000000, propagate_forward_time: 16.0176372528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773910522
validation[          , genome  7182] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       762.81207, best error:       698.06134 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 214.1849670410s, input_fired_time: 2.1357982159, output_fired_time: 1.8650091887, propagate_forward_time: 81.8463439941, propagate_backward_time: 124.3757934570, weight_update_time: 0.2150031179, other_time: 3.9620208740
epoch time: 17.2427482605s, input_fired_time: 0.2694787979, output_fired_time: 0.0000000000, propagate_forward_time: 16.2769355774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963348389
validation[          , genome  7182] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       727.61066, best error:       698.06134 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 217.9741058350s, input_fired_time: 2.1896214485, output_fired_time: 1.8910324574, propagate_forward_time: 80.5863800049, propagate_backward_time: 128.2930755615, weight_update_time: 0.2242556214, other_time: 5.0139923096
epoch time: 22.8485050201s, input_fired_time: 0.3868296146, output_fired_time: 0.0000000000, propagate_forward_time: 21.5610942841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9005813599
validation[          , genome  7182] predictions:    9748/  10000 (97.48%), best:    9794/10000 (97.94%), error:       820.77350, best error:       698.06134 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 214.6621551514s, input_fired_time: 2.1467185020, output_fired_time: 1.8881559372, propagate_forward_time: 83.2418365479, propagate_backward_time: 122.5810699463, weight_update_time: 0.2118308544, other_time: 4.8043823242
epoch time: 16.2062721252s, input_fired_time: 0.2702523768, output_fired_time: 0.0000000000, propagate_forward_time: 15.2468347549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891851425
validation[          , genome  7182] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       762.50092, best error:       698.06134 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 221.6664428711s, input_fired_time: 2.2230846882, output_fired_time: 1.9253648520, propagate_forward_time: 85.7915878296, propagate_backward_time: 127.7153930664, weight_update_time: 0.2144968063, other_time: 4.0110168457
epoch time: 18.5681400299s, input_fired_time: 0.2808125913, output_fired_time: 0.0000000000, propagate_forward_time: 17.6068572998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804695129
validation[          , genome  7182] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       705.58643, best error:       698.06134 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 217.1248474121s, input_fired_time: 2.1827702522, output_fired_time: 1.8968648911, propagate_forward_time: 83.1563873291, propagate_backward_time: 125.0287628174, weight_update_time: 0.2151746005, other_time: 4.8600616455
epoch time: 17.3350296021s, input_fired_time: 0.2690545022, output_fired_time: 0.0000000000, propagate_forward_time: 16.3918609619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741142273
validation[          , genome  7182] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       649.87390, best error:       649.87390 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 223.7676544189s, input_fired_time: 2.2204923630, output_fired_time: 1.9125233889, propagate_forward_time: 86.6197052002, propagate_backward_time: 129.0363006592, weight_update_time: 0.2277087867, other_time: 3.9786376953
epoch time: 20.0636520386s, input_fired_time: 0.2863049805, output_fired_time: 0.0000000000, propagate_forward_time: 19.0152683258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7620792389
validation[          , genome  7182] predictions:    9786/  10000 (97.86%), best:    9806/10000 (98.06%), error:       737.51971, best error:       649.87390 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 219.8776855469s, input_fired_time: 3.1957032681, output_fired_time: 1.9186828136, propagate_forward_time: 82.3441619873, propagate_backward_time: 127.4696655273, weight_update_time: 0.2292729616, other_time: 4.9494628906
epoch time: 17.6274414063s, input_fired_time: 0.2799333930, output_fired_time: 0.0000000000, propagate_forward_time: 16.6485824585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6989250183
validation[          , genome  7182] predictions:    9722/  10000 (97.22%), best:    9806/10000 (98.06%), error:       898.38477, best error:       649.87390 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 225.6304779053s, input_fired_time: 2.2415721416, output_fired_time: 1.9845376015, propagate_forward_time: 83.7168350220, propagate_backward_time: 133.6835021973, weight_update_time: 0.2241929173, other_time: 4.0040283203
epoch time: 15.9559011459s, input_fired_time: 0.2651786506, output_fired_time: 0.0000000000, propagate_forward_time: 15.0270833969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636390686
validation[          , genome  7182] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       646.46893, best error:       646.46893 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 225.7241363525s, input_fired_time: 2.2532379627, output_fired_time: 1.9993268251, propagate_forward_time: 82.8957748413, propagate_backward_time: 134.5672760010, weight_update_time: 0.2313184738, other_time: 4.0085296631
epoch time: 16.0834770203s, input_fired_time: 0.2667176127, output_fired_time: 0.0000000000, propagate_forward_time: 15.1484079361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6683511734
validation[          , genome  7182] predictions:    9786/  10000 (97.86%), best:    9809/10000 (98.09%), error:       706.26544, best error:       646.46893 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 222.1225433350s, input_fired_time: 2.1700382233, output_fired_time: 1.9307696819, propagate_forward_time: 82.5870895386, propagate_backward_time: 131.5237121582, weight_update_time: 0.2216985673, other_time: 3.9109191895
epoch time: 15.9969053268s, input_fired_time: 0.2668065429, output_fired_time: 0.0000000000, propagate_forward_time: 15.0539588928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761398315
validation[          , genome  7182] predictions:    9802/  10000 (98.02%), best:    9809/10000 (98.09%), error:       700.25482, best error:       646.46893 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 213.2802581787s, input_fired_time: 3.1474125385, output_fired_time: 1.8665097952, propagate_forward_time: 80.4714508057, propagate_backward_time: 124.0114440918, weight_update_time: 0.2120116204, other_time: 3.7834320068
epoch time: 17.6207752228s, input_fired_time: 0.2716973126, output_fired_time: 0.0000000000, propagate_forward_time: 16.6688213348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802558899
validation[          , genome  7182] predictions:    9744/  10000 (97.44%), best:    9809/10000 (98.09%), error:       871.22156, best error:       646.46893 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 214.3359680176s, input_fired_time: 2.1309738159, output_fired_time: 1.8672263622, propagate_forward_time: 80.8720397949, propagate_backward_time: 125.6504058838, weight_update_time: 0.2138766050, other_time: 3.8153076172
epoch time: 17.3608894348s, input_fired_time: 0.2703667581, output_fired_time: 0.0000000000, propagate_forward_time: 16.4212207794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693019867
validation[          , genome  7182] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       697.69189, best error:       646.46893 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 213.1607360840s, input_fired_time: 3.1454226971, output_fired_time: 2.7646782398, propagate_forward_time: 80.7621917725, propagate_backward_time: 122.7027511597, weight_update_time: 0.2120044231, other_time: 3.7856979370
epoch time: 17.1606674194s, input_fired_time: 0.2676665783, output_fired_time: 0.0000000000, propagate_forward_time: 16.2046012878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6884002686
validation[          , genome  7182] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       614.76251, best error:       614.76251 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 225.3196868896s, input_fired_time: 2.2221817970, output_fired_time: 1.9745481014, propagate_forward_time: 85.0958862305, propagate_backward_time: 131.9619445801, weight_update_time: 0.2205972672, other_time: 4.0651245117
epoch time: 17.2682113647s, input_fired_time: 0.2710425556, output_fired_time: 0.0000000000, propagate_forward_time: 16.3251800537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719894409
validation[          , genome  7182] predictions:    9773/  10000 (97.73%), best:    9817/10000 (98.17%), error:       711.03998, best error:       614.76251 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 214.6054534912s, input_fired_time: 2.2062335014, output_fired_time: 1.8768192530, propagate_forward_time: 83.0281982422, propagate_backward_time: 123.6771697998, weight_update_time: 0.2133895159, other_time: 3.8170318604
epoch time: 17.1666946411s, input_fired_time: 1.2801234722, output_fired_time: 0.0000000000, propagate_forward_time: 15.1803798676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061910629
validation[          , genome  7182] predictions:    9758/  10000 (97.58%), best:    9817/10000 (98.17%), error:       769.91418, best error:       614.76251 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 226.2776031494s, input_fired_time: 2.3318965435, output_fired_time: 3.0228300095, propagate_forward_time: 85.9026336670, propagate_backward_time: 131.0636138916, weight_update_time: 0.2269259095, other_time: 3.9566345215
epoch time: 17.4352931976s, input_fired_time: 0.2717960477, output_fired_time: 0.0000000000, propagate_forward_time: 15.4781751633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6853227615
validation[          , genome  7182] predictions:    9786/  10000 (97.86%), best:    9817/10000 (98.17%), error:       757.03235, best error:       614.76251 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 214.3717498779s, input_fired_time: 2.1442809105, output_fired_time: 2.8702073097, propagate_forward_time: 79.7335739136, propagate_backward_time: 125.7939682007, weight_update_time: 0.2308833599, other_time: 3.8297195435
epoch time: 17.6635494232s, input_fired_time: 0.2741295695, output_fired_time: 0.0000000000, propagate_forward_time: 16.7009677887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6884517670
validation[          , genome  7182] predictions:    9757/  10000 (97.57%), best:    9817/10000 (98.17%), error:       775.22107, best error:       614.76251 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 212.2640075684s, input_fired_time: 2.1252045631, output_fired_time: 1.8620359898, propagate_forward_time: 80.9270629883, propagate_backward_time: 123.5053176880, weight_update_time: 0.2132125199, other_time: 3.8443984985
epoch time: 17.1803283691s, input_fired_time: 0.2729322910, output_fired_time: 0.0000000000, propagate_forward_time: 16.2255821228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818141937
validation[          , genome  7182] predictions:    9794/  10000 (97.94%), best:    9817/10000 (98.17%), error:       705.52045, best error:       614.76251 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 229.6048889160s, input_fired_time: 2.2676067352, output_fired_time: 1.9574954510, propagate_forward_time: 87.0885467529, propagate_backward_time: 134.1717376709, weight_update_time: 0.2298597246, other_time: 4.1195068359
epoch time: 17.0682773590s, input_fired_time: 0.2729602754, output_fired_time: 0.0000000000, propagate_forward_time: 16.1239089966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714076996
validation[          , genome  7182] predictions:    9750/  10000 (97.50%), best:    9817/10000 (98.17%), error:       793.43854, best error:       614.76251 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 213.2210693359s, input_fired_time: 3.1386108398, output_fired_time: 1.8627133369, propagate_forward_time: 80.8259658813, propagate_backward_time: 123.5606384277, weight_update_time: 0.2129475027, other_time: 3.8331375122
epoch time: 17.4067726135s, input_fired_time: 0.2726743221, output_fired_time: 0.0000000000, propagate_forward_time: 16.4574985504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765995026
validation[          , genome  7182] predictions:    9802/  10000 (98.02%), best:    9817/10000 (98.17%), error:       644.08313, best error:       614.76251 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 223.2219238281s, input_fired_time: 2.2051849365, output_fired_time: 1.9216049910, propagate_forward_time: 83.0911636353, propagate_backward_time: 132.0077056885, weight_update_time: 0.2233715802, other_time: 3.9962615967
epoch time: 17.3649597168s, input_fired_time: 0.2697504461, output_fired_time: 0.0000000000, propagate_forward_time: 16.4194755554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757335663
validation[          , genome  7182] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       639.95636, best error:       614.76251 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 213.2271423340s, input_fired_time: 2.1310193539, output_fired_time: 1.8587206602, propagate_forward_time: 80.5377655029, propagate_backward_time: 123.8958663940, weight_update_time: 0.2123634815, other_time: 4.8037796021
epoch time: 17.3751888275s, input_fired_time: 0.2744204104, output_fired_time: 0.0000000000, propagate_forward_time: 16.4269866943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737823486
validation[          , genome  7182] predictions:    9749/  10000 (97.49%), best:    9817/10000 (98.17%), error:       829.69305, best error:       614.76251 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 231.5074462891s, input_fired_time: 3.2422556877, output_fired_time: 2.0552904606, propagate_forward_time: 87.0350646973, propagate_backward_time: 134.0546875000, weight_update_time: 0.2360870689, other_time: 5.1201477051
epoch time: 17.6084842682s, input_fired_time: 0.2757540047, output_fired_time: 0.0000000000, propagate_forward_time: 16.6463489532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863803864
validation[          , genome  7182] predictions:    9785/  10000 (97.85%), best:    9817/10000 (98.17%), error:       706.48846, best error:       614.76251 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 223.3221893311s, input_fired_time: 2.2185673714, output_fired_time: 1.9120510817, propagate_forward_time: 82.6069717407, propagate_backward_time: 132.6616058350, weight_update_time: 0.2130100280, other_time: 3.9229888916
epoch time: 17.0545024872s, input_fired_time: 0.2682711184, output_fired_time: 0.0000000000, propagate_forward_time: 16.1287651062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574668884
validation[          , genome  7182] predictions:    9743/  10000 (97.43%), best:    9817/10000 (98.17%), error:       841.82025, best error:       614.76251 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 227.3358764648s, input_fired_time: 2.2197599411, output_fired_time: 1.9424113035, propagate_forward_time: 86.2104568481, propagate_backward_time: 132.8101348877, weight_update_time: 0.2311926186, other_time: 4.1531219482
epoch time: 19.9783096313s, input_fired_time: 0.2941632569, output_fired_time: 0.0000000000, propagate_forward_time: 18.8915233612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7926235199
validation[          , genome  7182] predictions:    9794/  10000 (97.94%), best:    9817/10000 (98.17%), error:       714.63153, best error:       614.76251 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 218.5054779053s, input_fired_time: 2.1940996647, output_fired_time: 1.9136080742, propagate_forward_time: 85.8983993530, propagate_backward_time: 124.5685348511, weight_update_time: 0.2200903893, other_time: 3.9308242798
epoch time: 15.7221984863s, input_fired_time: 0.2630219758, output_fired_time: 0.0000000000, propagate_forward_time: 14.8071403503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6520357132
validation[          , genome  7182] predictions:    9791/  10000 (97.91%), best:    9817/10000 (98.17%), error:       672.37280, best error:       614.76251 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 213.0198364258s, input_fired_time: 3.1421413422, output_fired_time: 2.8702805042, propagate_forward_time: 79.5242996216, propagate_backward_time: 123.6226348877, weight_update_time: 0.2118675262, other_time: 3.8604812622
epoch time: 17.3219261169s, input_fired_time: 0.2722042501, output_fired_time: 0.0000000000, propagate_forward_time: 16.3849525452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647701263
validation[          , genome  7182] predictions:    9791/  10000 (97.91%), best:    9817/10000 (98.17%), error:       703.65680, best error:       614.76251 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 213.8418426514s, input_fired_time: 2.2086300850, output_fired_time: 1.8684784174, propagate_forward_time: 82.9200515747, propagate_backward_time: 122.9712448120, weight_update_time: 0.2149394751, other_time: 3.8734283447
epoch time: 15.9450492859s, input_fired_time: 0.2678283751, output_fired_time: 0.0000000000, propagate_forward_time: 15.0143756866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628456116
validation[          , genome  7182] predictions:    9802/  10000 (98.02%), best:    9817/10000 (98.17%), error:       665.04315, best error:       614.76251 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 225.3164672852s, input_fired_time: 2.2639577389, output_fired_time: 1.9493392706, propagate_forward_time: 86.4035797119, propagate_backward_time: 130.6894531250, weight_update_time: 0.2242741585, other_time: 4.0101318359
epoch time: 17.3074607849s, input_fired_time: 0.2723092139, output_fired_time: 0.0000000000, propagate_forward_time: 15.3527736664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6823787689
validation[          , genome  7182] predictions:    9797/  10000 (97.97%), best:    9817/10000 (98.17%), error:       670.01398, best error:       614.76251 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 223.0487823486s, input_fired_time: 3.2372846603, output_fired_time: 1.9925606251, propagate_forward_time: 82.1570587158, propagate_backward_time: 131.6733398438, weight_update_time: 0.2146834880, other_time: 3.9885406494
epoch time: 17.3199520111s, input_fired_time: 0.2751548886, output_fired_time: 0.0000000000, propagate_forward_time: 16.3483181000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964797974
validation[          , genome  7182] predictions:    9777/  10000 (97.77%), best:    9817/10000 (98.17%), error:       686.88452, best error:       614.76251 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 212.6828918457s, input_fired_time: 2.1343975067, output_fired_time: 1.8530504704, propagate_forward_time: 82.4839248657, propagate_backward_time: 122.4206161499, weight_update_time: 0.2112478018, other_time: 3.7908935547
epoch time: 17.4688835144s, input_fired_time: 0.2727960348, output_fired_time: 0.0000000000, propagate_forward_time: 16.5286712646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6674156189
validation[          , genome  7182] predictions:    9794/  10000 (97.94%), best:    9817/10000 (98.17%), error:       706.19604, best error:       614.76251 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 214.7149047852s, input_fired_time: 2.1481533051, output_fired_time: 1.8741472960, propagate_forward_time: 78.8942031860, propagate_backward_time: 126.9483261108, weight_update_time: 1.2218028307, other_time: 4.8500747681
epoch time: 17.6643867493s, input_fired_time: 0.2754045427, output_fired_time: 0.0000000000, propagate_forward_time: 16.7049942017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839885712
validation[          , genome  7182] predictions:    9822/  10000 (98.22%), best:    9817/10000 (98.17%), error:       629.92737, best error:       614.76251 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 215.2220153809s, input_fired_time: 2.1601898670, output_fired_time: 1.8868968487, propagate_forward_time: 83.3855743408, propagate_backward_time: 123.9487457275, weight_update_time: 0.2129083425, other_time: 3.8406066895
epoch time: 18.1547889709s, input_fired_time: 0.2831387818, output_fired_time: 0.0000000000, propagate_forward_time: 17.1577148438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7139358521
validation[          , genome  7182] predictions:    9796/  10000 (97.96%), best:    9817/10000 (98.17%), error:       666.40344, best error:       614.76251 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 214.3083496094s, input_fired_time: 2.2050318718, output_fired_time: 2.8792867661, propagate_forward_time: 81.3577346802, propagate_backward_time: 124.0862960815, weight_update_time: 0.2118201554, other_time: 3.7799987793
epoch time: 17.3771381378s, input_fired_time: 0.2757348716, output_fired_time: 0.0000000000, propagate_forward_time: 16.4334831238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679210663
validation[          , genome  7182] predictions:    9799/  10000 (97.99%), best:    9817/10000 (98.17%), error:       677.25323, best error:       614.76251 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 228.3169708252s, input_fired_time: 2.3065776825, output_fired_time: 1.9399300814, propagate_forward_time: 90.8874359131, propagate_backward_time: 129.2266235352, weight_update_time: 0.2342177480, other_time: 3.9564056396
epoch time: 16.2962474823s, input_fired_time: 0.2697421610, output_fired_time: 0.0000000000, propagate_forward_time: 15.3657960892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607084274
validation[          , genome  7182] predictions:    9784/  10000 (97.84%), best:    9817/10000 (98.17%), error:       728.91602, best error:       614.76251 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 220.9207153320s, input_fired_time: 2.1733329296, output_fired_time: 2.0101017952, propagate_forward_time: 84.1589279175, propagate_backward_time: 128.6599426270, weight_update_time: 0.2209548205, other_time: 3.9183959961
epoch time: 16.1138381958s, input_fired_time: 0.2694503665, output_fired_time: 0.0000000000, propagate_forward_time: 15.1715755463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728124619
validation[          , genome  7182] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       606.30194, best error:       606.30194 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 217.8548431396s, input_fired_time: 2.2043628693, output_fired_time: 1.8692739010, propagate_forward_time: 81.8285675049, propagate_backward_time: 128.1161651611, weight_update_time: 0.2246513814, other_time: 3.8364715576
epoch time: 16.8635807037s, input_fired_time: 0.2789354026, output_fired_time: 0.0000000000, propagate_forward_time: 15.9054393768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6792068481
validation[          , genome  7182] predictions:    9808/  10000 (98.08%), best:    9818/10000 (98.18%), error:       633.88550, best error:       606.30194 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 221.8404388428s, input_fired_time: 2.2479579449, output_fired_time: 1.9363820553, propagate_forward_time: 81.4581680298, propagate_backward_time: 132.3082275391, weight_update_time: 0.2209118903, other_time: 3.8897094727
epoch time: 17.5828495026s, input_fired_time: 0.2777176201, output_fired_time: 0.0000000000, propagate_forward_time: 16.6220169067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831150055
validation[          , genome  7182] predictions:    9799/  10000 (97.99%), best:    9818/10000 (98.18%), error:       642.27979, best error:       606.30194 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 230.4514770508s, input_fired_time: 2.2753100395, output_fired_time: 1.9871841669, propagate_forward_time: 87.3718109131, propagate_backward_time: 134.7882385254, weight_update_time: 0.2226547450, other_time: 4.0289306641
epoch time: 18.2201328278s, input_fired_time: 0.2940108180, output_fired_time: 0.0000000000, propagate_forward_time: 17.2346591949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914634705
validation[          , genome  7182] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       634.97565, best error:       606.30194 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 212.9900207520s, input_fired_time: 2.1410114765, output_fired_time: 1.8611361980, propagate_forward_time: 79.6496429443, propagate_backward_time: 125.5642013550, weight_update_time: 0.2123195529, other_time: 3.7740402222
epoch time: 17.4588909149s, input_fired_time: 0.2787316144, output_fired_time: 0.0000000000, propagate_forward_time: 16.5087318420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714267731
validation[          , genome  7182] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       636.56506, best error:       606.30194 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 222.2826080322s, input_fired_time: 2.2297413349, output_fired_time: 1.9427713156, propagate_forward_time: 83.1642684937, propagate_backward_time: 130.9363861084, weight_update_time: 0.2215128988, other_time: 4.0094451904
epoch time: 17.3529090881s, input_fired_time: 0.2747732699, output_fired_time: 0.0000000000, propagate_forward_time: 16.4014835358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766529083
validation[          , genome  7182] predictions:    9795/  10000 (97.95%), best:    9818/10000 (98.18%), error:       646.11176, best error:       606.30194 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 237.2110900879s, input_fired_time: 2.3504261971, output_fired_time: 2.1481337547, propagate_forward_time: 92.4186248779, propagate_backward_time: 135.1540527344, weight_update_time: 0.2351322174, other_time: 5.1398468018
epoch time: 17.5369205475s, input_fired_time: 0.2782224417, output_fired_time: 0.0000000000, propagate_forward_time: 16.5818748474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768226624
validation[          , genome  7182] predictions:    9803/  10000 (98.03%), best:    9818/10000 (98.18%), error:       639.68646, best error:       606.30194 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 226.6567687988s, input_fired_time: 2.3188586235, output_fired_time: 1.9903830290, propagate_forward_time: 87.9783401489, propagate_backward_time: 130.2185974121, weight_update_time: 0.2433836013, other_time: 4.1505737305
epoch time: 17.3025646210s, input_fired_time: 0.2746770084, output_fired_time: 0.0000000000, propagate_forward_time: 16.2858028412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7420845032
validation[          , genome  7182] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       637.21014, best error:       606.30194 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 214.1955871582s, input_fired_time: 3.1615331173, output_fired_time: 1.8540269136, propagate_forward_time: 78.9429244995, propagate_backward_time: 126.4221649170, weight_update_time: 0.2127750367, other_time: 3.8149261475
epoch time: 19.0189590454s, input_fired_time: 0.3069964647, output_fired_time: 0.0000000000, propagate_forward_time: 18.0093059540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7026557922
validation[          , genome  7182] predictions:    9815/  10000 (98.15%), best:    9818/10000 (98.18%), error:       621.48871, best error:       606.30194 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 226.2115631104s, input_fired_time: 2.2349908352, output_fired_time: 1.9881542921, propagate_forward_time: 89.5188293457, propagate_backward_time: 128.4614868164, weight_update_time: 0.2116306722, other_time: 4.0081024170
epoch time: 17.3957290649s, input_fired_time: 0.2900576890, output_fired_time: 0.0000000000, propagate_forward_time: 16.4424133301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632575989
validation[          , genome  7182] predictions:    9803/  10000 (98.03%), best:    9818/10000 (98.18%), error:       668.04199, best error:       606.30194 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 213.5105895996s, input_fired_time: 2.1473655701, output_fired_time: 1.8547195196, propagate_forward_time: 80.6975555420, propagate_backward_time: 124.0324249268, weight_update_time: 0.2116343975, other_time: 4.7785186768
epoch time: 17.2837753296s, input_fired_time: 0.2768405080, output_fired_time: 0.0000000000, propagate_forward_time: 16.3358306885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711044312
validation[          , genome  7182] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       719.08624, best error:       606.30194 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 213.6990203857s, input_fired_time: 2.1554961205, output_fired_time: 1.8650943041, propagate_forward_time: 81.1774902344, propagate_backward_time: 124.6921005249, weight_update_time: 0.2134431005, other_time: 3.8088302612
epoch time: 17.3036479950s, input_fired_time: 0.2777807415, output_fired_time: 0.0000000000, propagate_forward_time: 16.3439998627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818675995
validation[          , genome  7182] predictions:    9802/  10000 (98.02%), best:    9818/10000 (98.18%), error:       682.80817, best error:       606.30194 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 218.8792419434s, input_fired_time: 2.2031514645, output_fired_time: 1.9361101389, propagate_forward_time: 84.1455993652, propagate_backward_time: 126.7533721924, weight_update_time: 0.2274496555, other_time: 3.8410034180
epoch time: 17.5890617371s, input_fired_time: 0.3109573722, output_fired_time: 0.0000000000, propagate_forward_time: 16.6057395935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723651886
validation[          , genome  7182] predictions:    9784/  10000 (97.84%), best:    9818/10000 (98.18%), error:       713.70282, best error:       606.30194 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 228.9572143555s, input_fired_time: 2.2378027439, output_fired_time: 2.0301337242, propagate_forward_time: 87.6950607300, propagate_backward_time: 132.9320526123, weight_update_time: 0.2302319556, other_time: 4.0621490479
epoch time: 23.6255035400s, input_fired_time: 0.3833416998, output_fired_time: 0.0000000000, propagate_forward_time: 22.3678951263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8742675781
validation[          , genome  7182] predictions:    9792/  10000 (97.92%), best:    9818/10000 (98.18%), error:       667.70984, best error:       606.30194 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 215.0296936035s, input_fired_time: 2.1754317284, output_fired_time: 1.8857989311, propagate_forward_time: 81.1749725342, propagate_backward_time: 125.9929733276, weight_update_time: 0.2201385647, other_time: 3.8005142212
epoch time: 17.5946426392s, input_fired_time: 0.2775084674, output_fired_time: 0.0000000000, propagate_forward_time: 16.6442070007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6729278564
validation[          , genome  7182] predictions:    9797/  10000 (97.97%), best:    9818/10000 (98.18%), error:       694.53125, best error:       606.30194 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 213.5548858643s, input_fired_time: 2.1458239555, output_fired_time: 1.8570629358, propagate_forward_time: 80.4688339233, propagate_backward_time: 125.2903289795, weight_update_time: 0.2113616168, other_time: 3.7928314209
epoch time: 17.4832859039s, input_fired_time: 0.2801283896, output_fired_time: 0.0000000000, propagate_forward_time: 16.5307979584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723594666
validation[          , genome  7182] predictions:    9786/  10000 (97.86%), best:    9818/10000 (98.18%), error:       706.84570, best error:       606.30194 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 223.3562164307s, input_fired_time: 2.3129155636, output_fired_time: 1.9084917307, propagate_forward_time: 85.4654235840, propagate_backward_time: 129.7258300781, weight_update_time: 0.2134970278, other_time: 3.9435577393
epoch time: 21.7740535736s, input_fired_time: 0.3408617079, output_fired_time: 0.0000000000, propagate_forward_time: 20.5687980652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8643932343
validation[          , genome  7182] predictions:    9768/  10000 (97.68%), best:    9818/10000 (98.18%), error:       784.29163, best error:       606.30194 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 227.7152709961s, input_fired_time: 2.3375115395, output_fired_time: 2.0055098534, propagate_forward_time: 87.0408782959, propagate_backward_time: 132.2847290039, weight_update_time: 0.2132780254, other_time: 4.0466461182
epoch time: 16.8879508972s, input_fired_time: 0.2821128964, output_fired_time: 0.0000000000, propagate_forward_time: 15.8827457428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7230930328
validation[          , genome  7182] predictions:    9793/  10000 (97.93%), best:    9818/10000 (98.18%), error:       656.67700, best error:       606.30194 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 213.4172058105s, input_fired_time: 2.1658351421, output_fired_time: 1.8997837305, propagate_forward_time: 78.9325180054, propagate_backward_time: 126.5921096802, weight_update_time: 0.2129905522, other_time: 3.8269577026
epoch time: 17.4921607971s, input_fired_time: 0.2766209543, output_fired_time: 0.0000000000, propagate_forward_time: 16.5560970306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594429016
validation[          , genome  7182] predictions:    9783/  10000 (97.83%), best:    9818/10000 (98.18%), error:       680.54932, best error:       606.30194 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 221.0019683838s, input_fired_time: 2.2348504066, output_fired_time: 1.9037051201, propagate_forward_time: 83.7080764771, propagate_backward_time: 129.1416168213, weight_update_time: 0.2276896834, other_time: 4.0137176514
epoch time: 17.1779499054s, input_fired_time: 0.2744174302, output_fired_time: 0.0000000000, propagate_forward_time: 16.2335414886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699905396
validation[          , genome  7182] predictions:    9767/  10000 (97.67%), best:    9818/10000 (98.18%), error:       770.36975, best error:       606.30194 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 214.3006134033s, input_fired_time: 2.1587371826, output_fired_time: 2.8817331791, propagate_forward_time: 78.0922241211, propagate_backward_time: 127.3510589600, weight_update_time: 0.2122361660, other_time: 3.8168640137
epoch time: 17.1824550629s, input_fired_time: 0.2786583900, output_fired_time: 0.0000000000, propagate_forward_time: 16.2289581299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748390198
validation[          , genome  7182] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       647.89624, best error:       606.30194 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 213.6337127686s, input_fired_time: 2.1675615311, output_fired_time: 1.8621779680, propagate_forward_time: 83.0630798340, propagate_backward_time: 122.7642059326, weight_update_time: 0.2118089199, other_time: 3.7766876221
epoch time: 17.6618404388s, input_fired_time: 0.2745288312, output_fired_time: 0.0000000000, propagate_forward_time: 16.7022724152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850395203
validation[          , genome  7182] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       685.73102, best error:       606.30194 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 220.1135101318s, input_fired_time: 2.2770404816, output_fired_time: 1.9160082340, propagate_forward_time: 81.9233703613, propagate_backward_time: 130.0780487061, weight_update_time: 0.2128395885, other_time: 3.9190368652
epoch time: 23.4622383118s, input_fired_time: 0.3874188662, output_fired_time: 0.0000000000, propagate_forward_time: 22.1309471130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9438724518
validation[          , genome  7182] predictions:    9761/  10000 (97.61%), best:    9818/10000 (98.18%), error:       823.66815, best error:       606.30194 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 228.1125335693s, input_fired_time: 4.3010325432, output_fired_time: 2.0248327255, propagate_forward_time: 85.7108612061, propagate_backward_time: 132.0480194092, weight_update_time: 0.2237864435, other_time: 4.0278015137
epoch time: 18.1403160095s, input_fired_time: 0.2920315266, output_fired_time: 0.0000000000, propagate_forward_time: 17.1309051514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7173786163
validation[          , genome  7182] predictions:    9761/  10000 (97.61%), best:    9818/10000 (98.18%), error:       849.35742, best error:       606.30194 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 221.4850921631s, input_fired_time: 2.2552373409, output_fired_time: 1.9243350029, propagate_forward_time: 86.0043869019, propagate_backward_time: 127.3914718628, weight_update_time: 0.2224464267, other_time: 3.9096755981
epoch time: 17.4750976563s, input_fired_time: 1.2914456129, output_fired_time: 0.0000000000, propagate_forward_time: 15.5074558258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761970520
validation[          , genome  7182] predictions:    9798/  10000 (97.98%), best:    9818/10000 (98.18%), error:       664.66901, best error:       606.30194 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 212.5290222168s, input_fired_time: 2.1942944527, output_fired_time: 1.8654229641, propagate_forward_time: 80.5974960327, propagate_backward_time: 124.1075286865, weight_update_time: 0.2111915797, other_time: 3.7642898560
epoch time: 17.3388195038s, input_fired_time: 0.2818318903, output_fired_time: 0.0000000000, propagate_forward_time: 16.3800907135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768970490
validation[          , genome  7182] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       700.62836, best error:       606.30194 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 221.6343688965s, input_fired_time: 2.2183904648, output_fired_time: 1.9133000374, propagate_forward_time: 83.9729232788, propagate_backward_time: 128.5458221436, weight_update_time: 0.2857870758, other_time: 4.9839324951
epoch time: 17.4398670197s, input_fired_time: 0.2802520990, output_fired_time: 0.0000000000, propagate_forward_time: 16.4909877777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686267853
validation[          , genome  7182] predictions:    9807/  10000 (98.07%), best:    9818/10000 (98.18%), error:       641.28168, best error:       606.30194 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 219.8011779785s, input_fired_time: 3.2001335621, output_fired_time: 1.8889231682, propagate_forward_time: 81.2231369019, propagate_backward_time: 129.6568450928, weight_update_time: 0.2144972980, other_time: 3.8321380615
epoch time: 17.5603694916s, input_fired_time: 0.2982013822, output_fired_time: 0.0000000000, propagate_forward_time: 16.5931682587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6690006256
validation[          , genome  7182] predictions:    9773/  10000 (97.73%), best:    9818/10000 (98.18%), error:       714.75952, best error:       606.30194 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 228.9001159668s, input_fired_time: 2.3248226643, output_fired_time: 1.9812927246, propagate_forward_time: 87.0881958008, propagate_backward_time: 133.5612335205, weight_update_time: 0.2143507302, other_time: 3.9445648193
epoch time: 16.1406726837s, input_fired_time: 0.2766850591, output_fired_time: 0.0000000000, propagate_forward_time: 15.1986684799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6653194427
validation[          , genome  7182] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       631.08313, best error:       606.30194 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 234.4778137207s, input_fired_time: 2.3441884518, output_fired_time: 2.0348687172, propagate_forward_time: 88.3945159912, propagate_backward_time: 137.5883636475, weight_update_time: 0.2306601554, other_time: 4.1158752441
epoch time: 18.9302520752s, input_fired_time: 0.2959905565, output_fired_time: 0.0000000000, propagate_forward_time: 17.9113693237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7228927612
validation[          , genome  7182] predictions:    9801/  10000 (98.01%), best:    9818/10000 (98.18%), error:       646.31531, best error:       606.30194 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 223.8108520508s, input_fired_time: 3.2671532631, output_fired_time: 1.9321198463, propagate_forward_time: 85.7037124634, propagate_backward_time: 128.8851928711, weight_update_time: 0.2210235149, other_time: 4.0226745605
epoch time: 21.3351211548s, input_fired_time: 0.2941745222, output_fired_time: 0.0000000000, propagate_forward_time: 20.2447280884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7962188721
validation[          , genome  7182] predictions:    9807/  10000 (98.07%), best:    9818/10000 (98.18%), error:       663.72742, best error:       606.30194 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 230.7046966553s, input_fired_time: 2.3173408508, output_fired_time: 2.0599701405, propagate_forward_time: 89.1739501953, propagate_backward_time: 133.1146240234, weight_update_time: 0.2320783287, other_time: 4.0388183594
epoch time: 17.5573387146s, input_fired_time: 0.2796294391, output_fired_time: 0.0000000000, propagate_forward_time: 16.5802955627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974143982
validation[          , genome  7182] predictions:    9815/  10000 (98.15%), best:    9818/10000 (98.18%), error:       654.00256, best error:       606.30194 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 225.4725036621s, input_fired_time: 3.3154368401, output_fired_time: 1.9561383724, propagate_forward_time: 87.3809585571, propagate_backward_time: 128.7561035156, weight_update_time: 0.2205476314, other_time: 4.0638732910
epoch time: 17.2778167725s, input_fired_time: 0.2817470431, output_fired_time: 0.0000000000, propagate_forward_time: 16.3217735291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742954254
validation[          , genome  7182] predictions:    9819/  10000 (98.19%), best:    9818/10000 (98.18%), error:       640.22235, best error:       606.30194 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 214.0201416016s, input_fired_time: 3.2000248432, output_fired_time: 1.8648972511, propagate_forward_time: 79.5219268799, propagate_backward_time: 124.6113815308, weight_update_time: 0.2140536159, other_time: 4.8219070435
epoch time: 17.4137916565s, input_fired_time: 0.2807841897, output_fired_time: 0.0000000000, propagate_forward_time: 15.4478549957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6851520538
validation[          , genome  7182] predictions:    9795/  10000 (97.95%), best:    9818/10000 (98.18%), error:       693.93188, best error:       606.30194 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 214.4113769531s, input_fired_time: 2.2069308758, output_fired_time: 1.8664388657, propagate_forward_time: 78.7049560547, propagate_backward_time: 127.7716140747, weight_update_time: 0.2211910188, other_time: 3.8614425659
epoch time: 17.8295841217s, input_fired_time: 0.2848941386, output_fired_time: 0.0000000000, propagate_forward_time: 16.8678722382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768169403
validation[          , genome  7182] predictions:    9813/  10000 (98.13%), best:    9818/10000 (98.18%), error:       640.05304, best error:       606.30194 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 234.3301239014s, input_fired_time: 2.3577339649, output_fired_time: 2.0272321701, propagate_forward_time: 86.9459686279, propagate_backward_time: 136.8249511719, weight_update_time: 0.2282962650, other_time: 6.1742401123
epoch time: 17.3848934174s, input_fired_time: 0.2815285027, output_fired_time: 0.0000000000, propagate_forward_time: 16.4272136688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761512756
validation[          , genome  7182] predictions:    9824/  10000 (98.24%), best:    9818/10000 (98.18%), error:       607.42651, best error:       606.30194 on epoch:    65, 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: 87.6668624878s, input_fired_time: 1.3836196661, output_fired_time: 0.0000000000, propagate_forward_time: 82.7709732056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5122680664
best training[          , genome  7182] predictions:   49814/  50000 (99.63%), best:    9818/10000 (98.18%), error:       916.17047, best error:       606.30194 on epoch:    65, 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: 28.8341960907s, input_fired_time: 0.5281011462, output_fired_time: 0.0000000000, propagate_forward_time: 27.2410106659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0650844574
   testing[          , genome  7182] predictions:    9809/  10000 (98.09%), best:    9818/10000 (98.18%), error:       553.39471, best error:       606.30194 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:07:35 (5196): called boinc_finish(0)

</stderr_txt>
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