Nameexact_genome_1512568488_42_6550_1
Workunit2603947
Created7 Dec 2017, 20:22:37 UTC
Sent7 Dec 2017, 20:27:38 UTC
Report deadline15 Dec 2017, 14:12:54 UTC
Received9 Dec 2017, 1:26:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time4 hours 0 min 46 sec
CPU time4 hours 0 min 42 sec
Validate stateValid
Credit1,934.95
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.28 MB
Peak swap size154.75 MB
Peak disk usage2.24 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       951.33313, best error:       922.09015 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 131.8167724609s, input_fired_time: 1.6746940613, output_fired_time: 1.5850808620, propagate_forward_time: 50.3936958313, propagate_backward_time: 75.1460952759, weight_update_time: 0.1848282665, other_time: 3.0172042847
epoch time: 10.8655023575s, input_fired_time: 0.2073292881, output_fired_time: 0.0000000000, propagate_forward_time: 10.1231727600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349998474
validation[          , genome  6550] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       915.75220, best error:       915.75220 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 130.9987487793s, input_fired_time: 1.6606346369, output_fired_time: 1.5651516914, propagate_forward_time: 50.1427726746, propagate_backward_time: 74.6636276245, weight_update_time: 0.1819719821, other_time: 2.9665603638
epoch time: 10.7699365616s, input_fired_time: 0.2033191919, output_fired_time: 0.0000000000, propagate_forward_time: 10.0340776443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325393677
validation[          , genome  6550] predictions:    9710/  10000 (97.10%), best:    9715/10000 (97.15%), error:       986.72833, best error:       915.75220 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 131.7903747559s, input_fired_time: 1.7008609772, output_fired_time: 1.5790086985, propagate_forward_time: 50.3433380127, propagate_backward_time: 75.0851135254, weight_update_time: 0.1864788383, other_time: 3.0820465088
epoch time: 10.8478927612s, input_fired_time: 0.2076069415, output_fired_time: 0.0000000000, propagate_forward_time: 10.0902929306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499925613
validation[          , genome  6550] predictions:    9702/  10000 (97.02%), best:    9715/10000 (97.15%), error:       963.69232, best error:       915.75220 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 131.6375122070s, input_fired_time: 1.6826593876, output_fired_time: 1.5850958824, propagate_forward_time: 50.2614135742, propagate_backward_time: 75.0805664063, weight_update_time: 0.1841272265, other_time: 3.0277709961
epoch time: 10.7705202103s, input_fired_time: 0.2051013410, output_fired_time: 0.0000000000, propagate_forward_time: 10.0321483612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332708359
validation[          , genome  6550] predictions:    9654/  10000 (96.54%), best:    9715/10000 (97.15%), error:      1094.38049, best error:       915.75220 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 130.0632781982s, input_fired_time: 1.6644942760, output_fired_time: 1.5731630325, propagate_forward_time: 49.7748031616, propagate_backward_time: 74.0970153809, weight_update_time: 0.1796546429, other_time: 2.9538040161
epoch time: 10.7057714462s, input_fired_time: 0.2034370899, output_fired_time: 0.0000000000, propagate_forward_time: 9.9667215347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356130600
validation[          , genome  6550] predictions:    9707/  10000 (97.07%), best:    9715/10000 (97.15%), error:       972.06604, best error:       915.75220 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 130.7435455322s, input_fired_time: 1.6955705881, output_fired_time: 1.5601896048, propagate_forward_time: 49.9750289917, propagate_backward_time: 74.4215469360, weight_update_time: 0.1856248677, other_time: 3.0912094116
epoch time: 10.7058572769s, input_fired_time: 0.2086359710, output_fired_time: 0.0000000000, propagate_forward_time: 9.9501237869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470972061
validation[          , genome  6550] predictions:    9728/  10000 (97.28%), best:    9715/10000 (97.15%), error:       920.40692, best error:       915.75220 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 131.3200988770s, input_fired_time: 1.6932479143, output_fired_time: 1.5794014931, propagate_forward_time: 50.1830711365, propagate_backward_time: 74.7906417847, weight_update_time: 0.1866273880, other_time: 3.0737228394
epoch time: 10.8165187836s, input_fired_time: 0.2070596963, output_fired_time: 0.0000000000, propagate_forward_time: 10.0762414932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332174301
validation[          , genome  6550] predictions:    9689/  10000 (96.89%), best:    9715/10000 (97.15%), error:       951.89893, best error:       915.75220 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 131.1819305420s, input_fired_time: 1.6988369226, output_fired_time: 1.5760289431, propagate_forward_time: 50.0863113403, propagate_backward_time: 74.7206420898, weight_update_time: 0.1868361831, other_time: 3.1001129150
epoch time: 10.7828702927s, input_fired_time: 0.2113812268, output_fired_time: 0.0000000000, propagate_forward_time: 10.0189895630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524997711
validation[          , genome  6550] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       852.32147, best error:       852.32147 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 131.6844940186s, input_fired_time: 1.7108385563, output_fired_time: 1.5754913092, propagate_forward_time: 50.2864379883, propagate_backward_time: 75.0251770020, weight_update_time: 0.1869891882, other_time: 3.0865478516
epoch time: 10.7124185562s, input_fired_time: 0.2064335495, output_fired_time: 0.0000000000, propagate_forward_time: 9.9732027054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327825546
validation[          , genome  6550] predictions:    9720/  10000 (97.20%), best:    9740/10000 (97.40%), error:       899.13489, best error:       852.32147 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 130.4688720703s, input_fired_time: 1.7019047737, output_fired_time: 1.5627374649, propagate_forward_time: 49.8401794434, propagate_backward_time: 74.2813568115, weight_update_time: 0.1852041483, other_time: 3.0826950073
epoch time: 10.7687187195s, input_fired_time: 0.2097486556, output_fired_time: 0.0000000000, propagate_forward_time: 10.0092601776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497102737
validation[          , genome  6550] predictions:    9728/  10000 (97.28%), best:    9740/10000 (97.40%), error:       861.44513, best error:       852.32147 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 131.3200988770s, input_fired_time: 1.6806423664, output_fired_time: 1.5789306164, propagate_forward_time: 50.1226272583, propagate_backward_time: 74.9543533325, weight_update_time: 0.1819701195, other_time: 2.9835357666
epoch time: 10.8056545258s, input_fired_time: 0.2069666386, output_fired_time: 0.0000000000, propagate_forward_time: 10.0664405823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322475433
validation[          , genome  6550] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       831.22168, best error:       831.22168 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 130.6384887695s, input_fired_time: 1.6707949638, output_fired_time: 1.5668827295, propagate_forward_time: 49.9553642273, propagate_backward_time: 74.4684448242, weight_update_time: 0.1811593622, other_time: 2.9770050049
epoch time: 10.7261209488s, input_fired_time: 0.2069145888, output_fired_time: 0.0000000000, propagate_forward_time: 9.9895830154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296230316
validation[          , genome  6550] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       872.03314, best error:       831.22168 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 130.8328857422s, input_fired_time: 1.6956456900, output_fired_time: 1.5675258636, propagate_forward_time: 49.9284782410, propagate_backward_time: 74.5795516968, weight_update_time: 0.1857136935, other_time: 3.0616836548
epoch time: 10.8164005280s, input_fired_time: 0.2084612697, output_fired_time: 0.0000000000, propagate_forward_time: 10.0591335297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488061905
validation[          , genome  6550] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       896.93359, best error:       831.22168 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 131.0521392822s, input_fired_time: 1.7042820454, output_fired_time: 1.5650913715, propagate_forward_time: 50.0406341553, propagate_backward_time: 74.6478958130, weight_update_time: 0.1850871295, other_time: 3.0942306519
epoch time: 10.7727413177s, input_fired_time: 0.2115171105, output_fired_time: 0.0000000000, propagate_forward_time: 10.0119037628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493202209
validation[          , genome  6550] predictions:    9690/  10000 (96.90%), best:    9756/10000 (97.56%), error:       938.81659, best error:       831.22168 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 131.3796844482s, input_fired_time: 1.6773574352, output_fired_time: 1.5787463188, propagate_forward_time: 50.1111564636, propagate_backward_time: 75.0402297974, weight_update_time: 0.1832386553, other_time: 2.9721908569
epoch time: 10.7520074844s, input_fired_time: 0.2053558677, output_fired_time: 0.0000000000, propagate_forward_time: 10.0143308640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323209763
validation[          , genome  6550] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       898.36749, best error:       831.22168 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.5781250000s, input_fired_time: 1.7040630579, output_fired_time: 1.5692968369, propagate_forward_time: 50.2797813416, propagate_backward_time: 74.9194564819, weight_update_time: 0.1869981736, other_time: 3.1055374146
epoch time: 10.7966384888s, input_fired_time: 0.2112497240, output_fired_time: 0.0000000000, propagate_forward_time: 10.0371541977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482349396
validation[          , genome  6550] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       815.96094, best error:       815.96094 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 131.8439331055s, input_fired_time: 1.6885222197, output_fired_time: 1.5795032978, propagate_forward_time: 50.3803710938, propagate_backward_time: 75.2099304199, weight_update_time: 0.1834297776, other_time: 2.9856109619
epoch time: 10.7670526505s, input_fired_time: 0.2113064826, output_fired_time: 0.0000000000, propagate_forward_time: 10.0072126389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485334396
validation[          , genome  6550] predictions:    9742/  10000 (97.42%), best:    9733/10000 (97.33%), error:       850.08783, best error:       815.96094 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 130.8556823730s, input_fired_time: 1.6948634386, output_fired_time: 1.5708516836, propagate_forward_time: 49.9277458191, propagate_backward_time: 74.6076049805, weight_update_time: 0.1833997667, other_time: 3.0546112061
epoch time: 10.7249040604s, input_fired_time: 0.2073993683, output_fired_time: 0.0000000000, propagate_forward_time: 9.9835786819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339260101
validation[          , genome  6550] predictions:    9704/  10000 (97.04%), best:    9733/10000 (97.33%), error:       949.44690, best error:       815.96094 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 130.9640808105s, input_fired_time: 1.6793192625, output_fired_time: 1.5760927200, propagate_forward_time: 50.0387382507, propagate_backward_time: 74.6889724731, weight_update_time: 0.1818774194, other_time: 2.9809494019
epoch time: 10.8157444000s, input_fired_time: 0.2092925310, output_fired_time: 0.0000000000, propagate_forward_time: 10.0708370209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356149673
validation[          , genome  6550] predictions:    9765/  10000 (97.65%), best:    9733/10000 (97.33%), error:       876.97919, best error:       815.96094 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 131.0868225098s, input_fired_time: 1.6898623705, output_fired_time: 1.5719108582, propagate_forward_time: 50.0835304260, propagate_backward_time: 74.7457656860, weight_update_time: 0.1817528158, other_time: 2.9957504272
epoch time: 10.7661933899s, input_fired_time: 0.2086167634, output_fired_time: 0.0000000000, propagate_forward_time: 10.0238847733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336914063
validation[          , genome  6550] predictions:    9745/  10000 (97.45%), best:    9733/10000 (97.33%), error:       859.91052, best error:       815.96094 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 131.9144592285s, input_fired_time: 1.6846276522, output_fired_time: 1.5833685398, propagate_forward_time: 50.3894081116, propagate_backward_time: 75.2612609863, weight_update_time: 0.1836065948, other_time: 2.9957885742
epoch time: 10.8309812546s, input_fired_time: 0.2089072466, output_fired_time: 0.0000000000, propagate_forward_time: 10.0883111954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337629318
validation[          , genome  6550] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       896.21533, best error:       815.96094 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 131.3884429932s, input_fired_time: 1.7020792961, output_fired_time: 1.5672394037, propagate_forward_time: 50.2027893066, propagate_backward_time: 74.8606567383, weight_update_time: 0.1857419163, other_time: 3.0556793213
epoch time: 10.7139835358s, input_fired_time: 0.2062328011, output_fired_time: 0.0000000000, propagate_forward_time: 9.9753522873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323982239
validation[          , genome  6550] predictions:    9694/  10000 (96.94%), best:    9733/10000 (97.33%), error:       970.97778, best error:       815.96094 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 131.9049835205s, input_fired_time: 1.6913135052, output_fired_time: 1.5836458206, propagate_forward_time: 50.4058189392, propagate_backward_time: 75.2140502930, weight_update_time: 0.1829397380, other_time: 3.0101470947
epoch time: 10.7406835556s, input_fired_time: 0.2102501839, output_fired_time: 0.0000000000, propagate_forward_time: 9.9943466187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360870361
validation[          , genome  6550] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       869.43384, best error:       815.96094 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 130.9223632813s, input_fired_time: 1.7072528601, output_fired_time: 1.5671038628, propagate_forward_time: 49.9894256592, propagate_backward_time: 74.5826950073, weight_update_time: 0.1863163859, other_time: 3.0758819580
epoch time: 10.7820816040s, input_fired_time: 0.2123313248, output_fired_time: 0.0000000000, propagate_forward_time: 10.0205812454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491685867
validation[          , genome  6550] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       781.75549, best error:       781.75549 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 131.9779968262s, input_fired_time: 1.6971091032, output_fired_time: 1.5830732584, propagate_forward_time: 50.4069747925, propagate_backward_time: 75.3005828857, weight_update_time: 0.1834946573, other_time: 2.9902572632
epoch time: 10.8331489563s, input_fired_time: 0.2125597596, output_fired_time: 0.0000000000, propagate_forward_time: 10.0719604492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486288071
validation[          , genome  6550] predictions:    9763/  10000 (97.63%), best:    9760/10000 (97.60%), error:       816.39307, best error:       781.75549 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 131.4232177734s, input_fired_time: 1.6934287548, output_fired_time: 1.5742758512, propagate_forward_time: 50.1684799194, propagate_backward_time: 75.0144805908, weight_update_time: 0.1822978407, other_time: 2.9725418091
epoch time: 10.8258714676s, input_fired_time: 0.2127464712, output_fired_time: 0.0000000000, propagate_forward_time: 10.0806770325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324478149
validation[          , genome  6550] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       757.37854, best error:       757.37854 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.5295104980s, input_fired_time: 1.7197296619, output_fired_time: 1.5806241035, propagate_forward_time: 50.1638488770, propagate_backward_time: 74.9816589355, weight_update_time: 0.1860998124, other_time: 3.0836486816
epoch time: 10.7579469681s, input_fired_time: 0.2119168788, output_fired_time: 0.0000000000, propagate_forward_time: 9.9986028671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474271774
validation[          , genome  6550] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       877.39020, best error:       757.37854 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 130.8512725830s, input_fired_time: 1.6994538307, output_fired_time: 1.5690337420, propagate_forward_time: 50.0038909912, propagate_backward_time: 74.5851440430, weight_update_time: 0.1811211258, other_time: 2.9937591553
epoch time: 10.7983570099s, input_fired_time: 0.2096112072, output_fired_time: 0.0000000000, propagate_forward_time: 10.0543241501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344219208
validation[          , genome  6550] predictions:    9753/  10000 (97.53%), best:    9771/10000 (97.71%), error:       818.70300, best error:       757.37854 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 130.3745880127s, input_fired_time: 1.6747283936, output_fired_time: 1.5557944775, propagate_forward_time: 49.8199157715, propagate_backward_time: 74.3604125977, weight_update_time: 0.1829537898, other_time: 2.9637374878
epoch time: 10.7679109573s, input_fired_time: 0.2086756527, output_fired_time: 0.0000000000, propagate_forward_time: 10.0259065628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333290100
validation[          , genome  6550] predictions:    9725/  10000 (97.25%), best:    9771/10000 (97.71%), error:       890.81702, best error:       757.37854 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 131.4679565430s, input_fired_time: 1.7006138563, output_fired_time: 1.5702679157, propagate_forward_time: 50.2162284851, propagate_backward_time: 74.9662322998, weight_update_time: 0.1836937368, other_time: 3.0146179199
epoch time: 10.7389373779s, input_fired_time: 0.2115487605, output_fired_time: 0.0000000000, propagate_forward_time: 9.9800033569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473852158
validation[          , genome  6550] predictions:    9739/  10000 (97.39%), best:    9771/10000 (97.71%), error:       853.66711, best error:       757.37854 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 131.1195373535s, input_fired_time: 1.7165758610, output_fired_time: 1.5674431324, propagate_forward_time: 50.0383605957, propagate_backward_time: 74.7151260376, weight_update_time: 0.1844570488, other_time: 3.0820236206
epoch time: 10.7308416367s, input_fired_time: 0.2132321745, output_fired_time: 0.0000000000, propagate_forward_time: 9.9690570831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485525131
validation[          , genome  6550] predictions:    9716/  10000 (97.16%), best:    9771/10000 (97.71%), error:       920.32574, best error:       757.37854 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 131.7332000732s, input_fired_time: 1.7258727551, output_fired_time: 1.5845713615, propagate_forward_time: 50.2955284119, propagate_backward_time: 75.0421676636, weight_update_time: 0.1865786612, other_time: 3.0850601196
epoch time: 10.8823995590s, input_fired_time: 0.2164161056, output_fired_time: 0.0000000000, propagate_forward_time: 10.1147918701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511913300
validation[          , genome  6550] predictions:    9728/  10000 (97.28%), best:    9771/10000 (97.71%), error:       866.37891, best error:       757.37854 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 130.9993743896s, input_fired_time: 1.6854176521, output_fired_time: 1.5684008598, propagate_forward_time: 50.0832328796, propagate_backward_time: 74.6907958984, weight_update_time: 0.1815878600, other_time: 2.9715270996
epoch time: 10.7681016922s, input_fired_time: 0.2096171528, output_fired_time: 0.0000000000, propagate_forward_time: 10.0258207321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326633453
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       788.36151, best error:       757.37854 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 131.7010803223s, input_fired_time: 1.7245309353, output_fired_time: 1.5795147419, propagate_forward_time: 50.3027915955, propagate_backward_time: 75.0384902954, weight_update_time: 0.1848239154, other_time: 3.0557479858
epoch time: 10.7377195358s, input_fired_time: 0.2074663937, output_fired_time: 0.0000000000, propagate_forward_time: 9.9973945618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328588486
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       820.84857, best error:       757.37854 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 131.8334350586s, input_fired_time: 1.6879948378, output_fired_time: 1.5790164471, propagate_forward_time: 50.3659400940, propagate_backward_time: 75.2198867798, weight_update_time: 0.1827655137, other_time: 2.9806137085
epoch time: 10.8099365234s, input_fired_time: 0.2098186761, output_fired_time: 0.0000000000, propagate_forward_time: 10.0670604706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330572128
validation[          , genome  6550] predictions:    9713/  10000 (97.13%), best:    9771/10000 (97.71%), error:       946.38519, best error:       757.37854 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 131.5416564941s, input_fired_time: 1.6905214787, output_fired_time: 1.5750695467, propagate_forward_time: 50.2500724792, propagate_backward_time: 75.0594863892, weight_update_time: 0.1820086390, other_time: 2.9664993286
epoch time: 10.8196010590s, input_fired_time: 0.2128605247, output_fired_time: 0.0000000000, propagate_forward_time: 10.0751113892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316295624
validation[          , genome  6550] predictions:    9737/  10000 (97.37%), best:    9771/10000 (97.71%), error:       866.56757, best error:       757.37854 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 130.2055206299s, input_fired_time: 1.6778403521, output_fired_time: 1.5596199036, propagate_forward_time: 49.6076927185, propagate_backward_time: 74.4036407471, weight_update_time: 0.1810987592, other_time: 2.9567260742
epoch time: 10.6589670181s, input_fired_time: 0.2117256373, output_fired_time: 0.0000000000, propagate_forward_time: 9.9123582840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348834991
validation[          , genome  6550] predictions:    9711/  10000 (97.11%), best:    9771/10000 (97.71%), error:       967.67584, best error:       757.37854 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 132.0582885742s, input_fired_time: 1.7255318165, output_fired_time: 1.5778629780, propagate_forward_time: 50.3673934937, propagate_backward_time: 75.2979507446, weight_update_time: 0.1864855140, other_time: 3.0895538330
epoch time: 10.7293653488s, input_fired_time: 0.2134418488, output_fired_time: 0.0000000000, propagate_forward_time: 9.9722290039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436944962
validation[          , genome  6550] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       717.23456, best error:       717.23456 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 131.6560821533s, input_fired_time: 1.6941154003, output_fired_time: 1.5783301592, propagate_forward_time: 50.2804794312, propagate_backward_time: 75.1311492920, weight_update_time: 0.1826993823, other_time: 2.9720077515
epoch time: 10.8540563583s, input_fired_time: 0.2136251479, output_fired_time: 0.0000000000, propagate_forward_time: 10.1055545807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348768234
validation[          , genome  6550] predictions:    9757/  10000 (97.57%), best:    9787/10000 (97.87%), error:       829.41675, best error:       717.23456 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 131.3428649902s, input_fired_time: 1.7142913342, output_fired_time: 1.5699390173, propagate_forward_time: 50.1156349182, propagate_backward_time: 74.8536987305, weight_update_time: 0.1857106239, other_time: 3.0892944336
epoch time: 10.8083305359s, input_fired_time: 0.2124845982, output_fired_time: 0.0000000000, propagate_forward_time: 10.0425844193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532617569
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9787/10000 (97.87%), error:       857.92627, best error:       717.23456 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 131.9095764160s, input_fired_time: 1.7316645384, output_fired_time: 1.5747345686, propagate_forward_time: 50.3862419128, propagate_backward_time: 75.1259689331, weight_update_time: 0.1852997988, other_time: 3.0909652710
epoch time: 10.8024091721s, input_fired_time: 0.2164801508, output_fired_time: 0.0000000000, propagate_forward_time: 10.0346364975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512924194
validation[          , genome  6550] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       800.94916, best error:       717.23456 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 131.8814086914s, input_fired_time: 1.7280899286, output_fired_time: 1.5773063898, propagate_forward_time: 50.3441085815, propagate_backward_time: 75.1436920166, weight_update_time: 0.1855749190, other_time: 3.0882186890
epoch time: 10.8264560699s, input_fired_time: 0.2092480808, output_fired_time: 0.0000000000, propagate_forward_time: 10.0849151611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322923660
validation[          , genome  6550] predictions:    9702/  10000 (97.02%), best:    9787/10000 (97.87%), error:       966.88855, best error:       717.23456 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 131.3756561279s, input_fired_time: 1.7257752419, output_fired_time: 1.5722539425, propagate_forward_time: 50.1071434021, propagate_backward_time: 74.8943481445, weight_update_time: 0.1857384890, other_time: 3.0761413574
epoch time: 10.7782745361s, input_fired_time: 0.2102091759, output_fired_time: 0.0000000000, propagate_forward_time: 10.0346221924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334434509
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       934.07861, best error:       717.23456 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 131.1316833496s, input_fired_time: 1.7256654501, output_fired_time: 1.5666496754, propagate_forward_time: 50.0699195862, propagate_backward_time: 74.6909866333, weight_update_time: 0.1843827963, other_time: 3.0784683228
epoch time: 10.8223667145s, input_fired_time: 0.2156695276, output_fired_time: 0.0000000000, propagate_forward_time: 10.0562677383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5504293442
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       919.87830, best error:       717.23456 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 131.4239349365s, input_fired_time: 1.6949273348, output_fired_time: 1.5783487558, propagate_forward_time: 50.1900901794, propagate_backward_time: 74.9951629639, weight_update_time: 0.1819861382, other_time: 2.9653930664
epoch time: 10.7854671478s, input_fired_time: 0.2101806104, output_fired_time: 0.0000000000, propagate_forward_time: 10.0443210602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309658051
validation[          , genome  6550] predictions:    9701/  10000 (97.01%), best:    9787/10000 (97.87%), error:       944.65546, best error:       717.23456 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 131.5945892334s, input_fired_time: 1.7016261816, output_fired_time: 1.5778592825, propagate_forward_time: 50.2193984985, propagate_backward_time: 75.1176071167, weight_update_time: 0.1824640334, other_time: 2.9780883789
epoch time: 10.8086900711s, input_fired_time: 0.2124513090, output_fired_time: 0.0000000000, propagate_forward_time: 10.0641622543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320768356
validation[          , genome  6550] predictions:    9743/  10000 (97.43%), best:    9787/10000 (97.87%), error:       821.50281, best error:       717.23456 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 131.5891418457s, input_fired_time: 1.7262492180, output_fired_time: 1.5744296312, propagate_forward_time: 50.2384109497, propagate_backward_time: 74.9574737549, weight_update_time: 0.1853189617, other_time: 3.0925827026
epoch time: 10.8526163101s, input_fired_time: 0.2148591578, output_fired_time: 0.0000000000, propagate_forward_time: 10.0877590179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499982834
validation[          , genome  6550] predictions:    9768/  10000 (97.68%), best:    9787/10000 (97.87%), error:       779.08026, best error:       717.23456 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.2089080811s, input_fired_time: 1.7378019094, output_fired_time: 1.5856139660, propagate_forward_time: 50.4077835083, propagate_backward_time: 75.3844146729, weight_update_time: 0.1866740435, other_time: 3.0932846069
epoch time: 10.8723697662s, input_fired_time: 0.2155532837, output_fired_time: 0.0000000000, propagate_forward_time: 10.1078882217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489282608
validation[          , genome  6550] predictions:    9748/  10000 (97.48%), best:    9787/10000 (97.87%), error:       819.58575, best error:       717.23456 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 131.2176055908s, input_fired_time: 1.7303329706, output_fired_time: 1.5696674585, propagate_forward_time: 50.0351448059, propagate_backward_time: 74.7988586426, weight_update_time: 0.1848518103, other_time: 3.0836029053
epoch time: 10.8332405090s, input_fired_time: 0.2173601091, output_fired_time: 0.0000000000, propagate_forward_time: 10.0655794144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503005981
validation[          , genome  6550] predictions:    9758/  10000 (97.58%), best:    9787/10000 (97.87%), error:       802.53674, best error:       717.23456 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 131.0323181152s, input_fired_time: 1.7227423191, output_fired_time: 1.5665168762, propagate_forward_time: 49.9783821106, propagate_backward_time: 74.6772613525, weight_update_time: 0.1853476465, other_time: 3.0874176025
epoch time: 10.7032384872s, input_fired_time: 0.2144794166, output_fired_time: 0.0000000000, propagate_forward_time: 9.9400987625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486602783
validation[          , genome  6550] predictions:    9711/  10000 (97.11%), best:    9787/10000 (97.87%), error:       936.76355, best error:       717.23456 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 131.0538330078s, input_fired_time: 1.7240757942, output_fired_time: 1.5629827976, propagate_forward_time: 49.9245681763, propagate_backward_time: 74.7559432983, weight_update_time: 0.1834583282, other_time: 3.0862655640
epoch time: 10.7675342560s, input_fired_time: 0.2140979618, output_fired_time: 0.0000000000, propagate_forward_time: 10.0022630692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511732101
validation[          , genome  6550] predictions:    9745/  10000 (97.45%), best:    9787/10000 (97.87%), error:       831.97870, best error:       717.23456 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 131.3560333252s, input_fired_time: 1.7288285494, output_fired_time: 1.5668479204, propagate_forward_time: 50.1093215942, propagate_backward_time: 74.8691482544, weight_update_time: 0.1866525412, other_time: 3.0818786621
epoch time: 10.7782001495s, input_fired_time: 0.2148262262, output_fired_time: 0.0000000000, propagate_forward_time: 10.0169982910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463752747
validation[          , genome  6550] predictions:    9742/  10000 (97.42%), best:    9787/10000 (97.87%), error:       838.08887, best error:       717.23456 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 131.7619018555s, input_fired_time: 1.7294511795, output_fired_time: 1.5783096552, propagate_forward_time: 50.2131652832, propagate_backward_time: 75.1564102173, weight_update_time: 0.1855603606, other_time: 3.0845718384
epoch time: 10.8605842590s, input_fired_time: 0.2165271640, output_fired_time: 0.0000000000, propagate_forward_time: 10.0956926346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483646393
validation[          , genome  6550] predictions:    9783/  10000 (97.83%), best:    9787/10000 (97.87%), error:       770.04193, best error:       717.23456 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 131.9658050537s, input_fired_time: 1.7279964685, output_fired_time: 1.5865981579, propagate_forward_time: 50.2817878723, propagate_backward_time: 75.3231201172, weight_update_time: 0.1848957986, other_time: 3.0463104248
epoch time: 10.7701292038s, input_fired_time: 0.2171141058, output_fired_time: 0.0000000000, propagate_forward_time: 10.0073194504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456953049
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       744.92206, best error:       717.23456 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 131.2074432373s, input_fired_time: 1.7329248190, output_fired_time: 1.5684268475, propagate_forward_time: 50.0660896301, propagate_backward_time: 74.7530975342, weight_update_time: 0.1854967624, other_time: 3.0868988037
epoch time: 10.8040475845s, input_fired_time: 0.2172474265, output_fired_time: 0.0000000000, propagate_forward_time: 10.0364198685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503807068
validation[          , genome  6550] predictions:    9762/  10000 (97.62%), best:    9787/10000 (97.87%), error:       757.22040, best error:       717.23456 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 131.1094970703s, input_fired_time: 1.7288234234, output_fired_time: 1.5705640316, propagate_forward_time: 50.0505828857, propagate_backward_time: 74.7198867798, weight_update_time: 0.1830841452, other_time: 3.0396423340
epoch time: 10.7677106857s, input_fired_time: 0.2117683142, output_fired_time: 0.0000000000, propagate_forward_time: 10.0238790512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320634842
validation[          , genome  6550] predictions:    9755/  10000 (97.55%), best:    9787/10000 (97.87%), error:       877.19061, best error:       717.23456 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 130.9802551270s, input_fired_time: 1.7256083488, output_fired_time: 1.5716438293, propagate_forward_time: 49.9055633545, propagate_backward_time: 74.7024536133, weight_update_time: 0.1837134063, other_time: 3.0749969482
epoch time: 10.7251110077s, input_fired_time: 0.2153798789, output_fired_time: 0.0000000000, propagate_forward_time: 9.9608831406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488481522
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9787/10000 (97.87%), error:       835.80951, best error:       717.23456 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 131.7931823730s, input_fired_time: 1.7304511070, output_fired_time: 1.5745924711, propagate_forward_time: 50.3270721436, propagate_backward_time: 75.1082458496, weight_update_time: 0.1839120239, other_time: 3.0528259277
epoch time: 10.8220672607s, input_fired_time: 0.2204356790, output_fired_time: 0.0000000000, propagate_forward_time: 10.0550870895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465440750
validation[          , genome  6550] predictions:    9763/  10000 (97.63%), best:    9787/10000 (97.87%), error:       800.02856, best error:       717.23456 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 131.5148162842s, input_fired_time: 1.7248325348, output_fired_time: 1.5786828995, propagate_forward_time: 50.1495399475, propagate_backward_time: 74.9984817505, weight_update_time: 0.1853809506, other_time: 3.0632705688
epoch time: 10.7943840027s, input_fired_time: 0.2176382393, output_fired_time: 0.0000000000, propagate_forward_time: 10.0295238495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472221375
validation[          , genome  6550] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       810.94977, best error:       717.23456 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.0306243896s, input_fired_time: 1.7012786865, output_fired_time: 1.5663933754, propagate_forward_time: 49.9761123657, propagate_backward_time: 74.8077545166, weight_update_time: 0.1816996932, other_time: 2.9790878296
epoch time: 10.7172994614s, input_fired_time: 0.2139245868, output_fired_time: 0.0000000000, propagate_forward_time: 9.9697456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336294174
validation[          , genome  6550] predictions:    9750/  10000 (97.50%), best:    9787/10000 (97.87%), error:       800.05658, best error:       717.23456 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 132.1237792969s, input_fired_time: 1.7391486168, output_fired_time: 1.5805571079, propagate_forward_time: 50.3850936890, propagate_backward_time: 75.3280639648, weight_update_time: 0.1870665550, other_time: 3.0909194946
epoch time: 10.8688077927s, input_fired_time: 0.2181896269, output_fired_time: 0.0000000000, propagate_forward_time: 10.1020593643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485591888
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       769.32208, best error:       717.23456 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 132.3475341797s, input_fired_time: 1.7396534681, output_fired_time: 1.5917583704, propagate_forward_time: 50.4331893921, propagate_backward_time: 75.4951019287, weight_update_time: 0.1877811104, other_time: 3.0878372192
epoch time: 10.7422904968s, input_fired_time: 0.2171423435, output_fired_time: 0.0000000000, propagate_forward_time: 9.9764995575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486488342
validation[          , genome  6550] predictions:    9747/  10000 (97.47%), best:    9787/10000 (97.87%), error:       805.35779, best error:       717.23456 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 131.6073608398s, input_fired_time: 1.7346771955, output_fired_time: 1.5740853548, propagate_forward_time: 50.2351455688, propagate_backward_time: 74.9861755371, weight_update_time: 0.1849721670, other_time: 3.0772781372
epoch time: 10.8243684769s, input_fired_time: 0.2174802125, output_fired_time: 0.0000000000, propagate_forward_time: 10.0580186844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488691330
validation[          , genome  6550] predictions:    9733/  10000 (97.33%), best:    9787/10000 (97.87%), error:       902.28546, best error:       717.23456 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 131.5717010498s, input_fired_time: 1.7320415974, output_fired_time: 1.5777280331, propagate_forward_time: 50.1759872437, propagate_backward_time: 74.9971771240, weight_update_time: 0.1853254139, other_time: 3.0887680054
epoch time: 10.7282657623s, input_fired_time: 0.2141398340, output_fired_time: 0.0000000000, propagate_forward_time: 9.9646072388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495185852
validation[          , genome  6550] predictions:    9766/  10000 (97.66%), best:    9787/10000 (97.87%), error:       762.38312, best error:       717.23456 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.2638244629s, input_fired_time: 1.7339915037, output_fired_time: 1.5678981543, propagate_forward_time: 50.0921669006, propagate_backward_time: 74.7822952271, weight_update_time: 0.1854702532, other_time: 3.0874710083
epoch time: 10.8128662109s, input_fired_time: 0.2178048640, output_fired_time: 0.0000000000, propagate_forward_time: 10.0477113724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473499298
validation[          , genome  6550] predictions:    9773/  10000 (97.73%), best:    9787/10000 (97.87%), error:       763.52734, best error:       717.23456 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 131.6690826416s, input_fired_time: 1.7388272285, output_fired_time: 1.5772570372, propagate_forward_time: 50.2368354797, propagate_backward_time: 75.0509033203, weight_update_time: 0.1840597838, other_time: 3.0652618408
epoch time: 10.7100210190s, input_fired_time: 0.2124124765, output_fired_time: 0.0000000000, propagate_forward_time: 9.9644727707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331354141
validation[          , genome  6550] predictions:    9782/  10000 (97.82%), best:    9787/10000 (97.87%), error:       750.68066, best error:       717.23456 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 131.3034362793s, input_fired_time: 1.7180372477, output_fired_time: 1.5690435171, propagate_forward_time: 50.1311531067, propagate_backward_time: 74.8770599365, weight_update_time: 0.1837877631, other_time: 3.0081481934
epoch time: 10.7341051102s, input_fired_time: 0.2154226005, output_fired_time: 0.0000000000, propagate_forward_time: 9.9853868484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332956314
validation[          , genome  6550] predictions:    9718/  10000 (97.18%), best:    9787/10000 (97.87%), error:       892.86096, best error:       717.23456 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 131.9279785156s, input_fired_time: 1.7070952654, output_fired_time: 1.5828908682, propagate_forward_time: 50.3339653015, propagate_backward_time: 75.3290100098, weight_update_time: 0.1825938523, other_time: 2.9750213623
epoch time: 10.7978105545s, input_fired_time: 0.2129959166, output_fired_time: 0.0000000000, propagate_forward_time: 10.0498256683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349893570
validation[          , genome  6550] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       783.61993, best error:       717.23456 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 131.6010894775s, input_fired_time: 1.7437987328, output_fired_time: 1.5723364353, propagate_forward_time: 50.2143325806, propagate_backward_time: 74.9888610840, weight_update_time: 0.1851743460, other_time: 3.0817489624
epoch time: 10.8377676010s, input_fired_time: 0.2180525959, output_fired_time: 0.0000000000, propagate_forward_time: 10.0720624924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476522446
validation[          , genome  6550] predictions:    9731/  10000 (97.31%), best:    9787/10000 (97.87%), error:       846.09741, best error:       717.23456 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.9770355225s, input_fired_time: 1.7154251337, output_fired_time: 1.5785781145, propagate_forward_time: 50.3587112427, propagate_backward_time: 75.3495178223, weight_update_time: 0.1823584437, other_time: 2.9748001099
epoch time: 10.7393093109s, input_fired_time: 0.2143692225, output_fired_time: 0.0000000000, propagate_forward_time: 9.9928941727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320463181
validation[          , genome  6550] predictions:    9764/  10000 (97.64%), best:    9787/10000 (97.87%), error:       779.91315, best error:       717.23456 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 131.1671905518s, input_fired_time: 1.7400583029, output_fired_time: 1.5694094896, propagate_forward_time: 50.0091514587, propagate_backward_time: 74.7694396973, weight_update_time: 0.1852211654, other_time: 3.0791320801
epoch time: 10.8695755005s, input_fired_time: 0.2183694839, output_fired_time: 0.0000000000, propagate_forward_time: 10.1011142731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500917435
validation[          , genome  6550] predictions:    9753/  10000 (97.53%), best:    9787/10000 (97.87%), error:       828.16571, best error:       717.23456 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 132.2643737793s, input_fired_time: 1.7185236216, output_fired_time: 1.5890095234, propagate_forward_time: 50.5028343201, propagate_backward_time: 75.4862899780, weight_update_time: 0.1825382113, other_time: 2.9677200317
epoch time: 10.8567514420s, input_fired_time: 0.2146626711, output_fired_time: 0.0000000000, propagate_forward_time: 10.1092319489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328569412
validation[          , genome  6550] predictions:    9772/  10000 (97.72%), best:    9787/10000 (97.87%), error:       781.98950, best error:       717.23456 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.2608032227s, input_fired_time: 1.7482540607, output_fired_time: 1.5821011066, propagate_forward_time: 50.4459877014, propagate_backward_time: 75.3954696655, weight_update_time: 0.1864788681, other_time: 3.0889816284
epoch time: 10.8702774048s, input_fired_time: 0.2205560654, output_fired_time: 0.0000000000, propagate_forward_time: 10.1009979248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487232208
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       892.41187, best error:       717.23456 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 132.0059814453s, input_fired_time: 1.7439254522, output_fired_time: 1.5774883032, propagate_forward_time: 50.3806762695, propagate_backward_time: 75.2235794067, weight_update_time: 0.1857316941, other_time: 3.0803146362
epoch time: 10.8206119537s, input_fired_time: 0.2169962525, output_fired_time: 0.0000000000, propagate_forward_time: 10.0534448624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501708984
validation[          , genome  6550] predictions:    9726/  10000 (97.26%), best:    9787/10000 (97.87%), error:       867.14307, best error:       717.23456 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 130.5755157471s, input_fired_time: 1.7140480280, output_fired_time: 1.5603721142, propagate_forward_time: 49.8041725159, propagate_backward_time: 74.5190124512, weight_update_time: 0.1816724986, other_time: 2.9779052734
epoch time: 10.7613105774s, input_fired_time: 0.2155874521, output_fired_time: 0.0000000000, propagate_forward_time: 10.0152759552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304470062
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       787.47870, best error:       717.23456 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 131.1255035400s, input_fired_time: 1.7164506912, output_fired_time: 1.5679254532, propagate_forward_time: 50.0399551392, propagate_backward_time: 74.8401870728, weight_update_time: 0.1817247421, other_time: 2.9609909058
epoch time: 10.6786794662s, input_fired_time: 0.2136635333, output_fired_time: 0.0000000000, propagate_forward_time: 9.9355821609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294342041
validation[          , genome  6550] predictions:    9783/  10000 (97.83%), best:    9787/10000 (97.87%), error:       752.38239, best error:       717.23456 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.6772003174s, input_fired_time: 1.7425322533, output_fired_time: 1.5758645535, propagate_forward_time: 50.2418212891, propagate_backward_time: 75.0318222046, weight_update_time: 0.1836942583, other_time: 3.0851516724
epoch time: 10.8171615601s, input_fired_time: 0.2185434103, output_fired_time: 0.0000000000, propagate_forward_time: 10.0523614883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462570190
validation[          , genome  6550] predictions:    9719/  10000 (97.19%), best:    9787/10000 (97.87%), error:       897.79596, best error:       717.23456 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 131.6957397461s, input_fired_time: 1.7182766199, output_fired_time: 1.5815999508, propagate_forward_time: 50.2339744568, propagate_backward_time: 75.1907577515, weight_update_time: 0.1813400537, other_time: 2.9711227417
epoch time: 10.7975482941s, input_fired_time: 0.2170201838, output_fired_time: 0.0000000000, propagate_forward_time: 10.0503969193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301313400
validation[          , genome  6550] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       889.18372, best error:       717.23456 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 131.6060333252s, input_fired_time: 1.7153788805, output_fired_time: 1.5787599087, propagate_forward_time: 50.1653633118, propagate_backward_time: 75.1690063477, weight_update_time: 0.1819146276, other_time: 2.9775238037
epoch time: 10.7444858551s, input_fired_time: 0.2148916572, output_fired_time: 0.0000000000, propagate_forward_time: 9.9996070862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299873352
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       757.21155, best error:       717.23456 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 132.0413513184s, input_fired_time: 1.7509870529, output_fired_time: 1.5742520094, propagate_forward_time: 50.4211921692, propagate_backward_time: 75.2020034790, weight_update_time: 0.1872548908, other_time: 3.0929183960
epoch time: 10.6426095963s, input_fired_time: 0.2146322876, output_fired_time: 0.0000000000, propagate_forward_time: 9.8954811096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324964523
validation[          , genome  6550] predictions:    9773/  10000 (97.73%), best:    9787/10000 (97.87%), error:       752.57959, best error:       717.23456 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 131.4374694824s, input_fired_time: 1.7154576778, output_fired_time: 1.5724678040, propagate_forward_time: 50.1937332153, propagate_backward_time: 74.9814147949, weight_update_time: 0.1830581278, other_time: 2.9744033813
epoch time: 10.7482900620s, input_fired_time: 0.2175706923, output_fired_time: 0.0000000000, propagate_forward_time: 9.9989309311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317888260
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       791.07690, best error:       717.23456 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 132.2248535156s, input_fired_time: 1.7278537750, output_fired_time: 1.5806627274, propagate_forward_time: 50.4564895630, propagate_backward_time: 75.4640121460, weight_update_time: 0.1832853407, other_time: 2.9958343506
epoch time: 10.8782997131s, input_fired_time: 0.2162589133, output_fired_time: 0.0000000000, propagate_forward_time: 10.1285781860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334625244
validation[          , genome  6550] predictions:    9775/  10000 (97.75%), best:    9787/10000 (97.87%), error:       760.40656, best error:       717.23456 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 132.3113250732s, input_fired_time: 1.7509791851, output_fired_time: 1.5836848021, propagate_forward_time: 50.4313850403, propagate_backward_time: 75.4622650146, weight_update_time: 0.1860742718, other_time: 3.0830230713
epoch time: 10.8564081192s, input_fired_time: 0.2209618986, output_fired_time: 0.0000000000, propagate_forward_time: 10.0890378952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464086533
validation[          , genome  6550] predictions:    9740/  10000 (97.40%), best:    9787/10000 (97.87%), error:       866.60596, best error:       717.23456 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.1357116699s, input_fired_time: 1.7167338133, output_fired_time: 1.5690643787, propagate_forward_time: 50.0383224487, propagate_backward_time: 74.8528060913, weight_update_time: 0.1816122979, other_time: 2.9587860107
epoch time: 10.6787729263s, input_fired_time: 0.2152880132, output_fired_time: 0.0000000000, propagate_forward_time: 9.9331789017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303058624
validation[          , genome  6550] predictions:    9753/  10000 (97.53%), best:    9787/10000 (97.87%), error:       826.27808, best error:       717.23456 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 132.1753692627s, input_fired_time: 1.7489997149, output_fired_time: 1.5833718777, propagate_forward_time: 50.3397827148, propagate_backward_time: 75.4185409546, weight_update_time: 0.1859508604, other_time: 3.0846786499
epoch time: 10.8670711517s, input_fired_time: 0.2160116136, output_fired_time: 0.0000000000, propagate_forward_time: 10.1022148132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488443375
validation[          , genome  6550] predictions:    9730/  10000 (97.30%), best:    9787/10000 (97.87%), error:       897.83984, best error:       717.23456 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 131.7100982666s, input_fired_time: 1.7443662882, output_fired_time: 1.5737624168, propagate_forward_time: 50.2350769043, propagate_backward_time: 75.0760803223, weight_update_time: 0.1863962561, other_time: 3.0808105469
epoch time: 10.8548679352s, input_fired_time: 0.2209696025, output_fired_time: 0.0000000000, propagate_forward_time: 10.0866518021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472469330
validation[          , genome  6550] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       852.98706, best error:       717.23456 on epoch:    52, 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: 54.4197273254s, input_fired_time: 1.0851109028, output_fired_time: 0.0000000000, propagate_forward_time: 50.5138549805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8207626343
best training[          , genome  6550] predictions:   49636/  50000 (99.27%), best:    9787/10000 (97.87%), error:      1475.27832, best error:       717.23456 on epoch:    52, 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: 10.8002576828s, input_fired_time: 0.2108746469, output_fired_time: 0.0000000000, propagate_forward_time: 10.0581989288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311841965
   testing[          , genome  6550] predictions:    9814/  10000 (98.14%), best:    9787/10000 (97.87%), error:       639.49927, best error:       717.23456 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:25:41 (300): called boinc_finish(0)

</stderr_txt>
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