Nameexact_genome_1512568488_42_6736_0
Workunit2604933
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:40:42 UTC
Report deadline14 Dec 2017, 12:14:39 UTC
Received8 Dec 2017, 10:06:53 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time3 hours 53 min 52 sec
CPU time3 hours 44 min 24 sec
Validate stateValid
Credit1,651.73
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.95 MB
Peak swap size160.82 MB
Peak disk usage2.49 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
other_time: 0.5791816711
validation[          , genome  6736] predictions:    9671/  10000 (96.71%), best:    9718/10000 (97.18%), error:      1034.94324, best error:       949.92426 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 124.5456848145s, input_fired_time: 1.5561251640, output_fired_time: 1.5029405355, propagate_forward_time: 47.2506103516, propagate_backward_time: 70.9842910767, weight_update_time: 0.1751021892, other_time: 3.2517242432
epoch time: 9.9910507202s, input_fired_time: 0.1886049211, output_fired_time: 0.0000000000, propagate_forward_time: 9.2206773758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5817680359
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       929.41577, best error:       929.41577 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 125.1062393188s, input_fired_time: 1.5307239294, output_fired_time: 1.4850379229, propagate_forward_time: 47.3513298035, propagate_backward_time: 71.4530944824, weight_update_time: 0.1742686480, other_time: 3.2860565186
epoch time: 10.3236913681s, input_fired_time: 0.1891199946, output_fired_time: 0.0000000000, propagate_forward_time: 9.5452518463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893192291
validation[          , genome  6736] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1021.09467, best error:       929.41577 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 125.8225021362s, input_fired_time: 1.6620205641, output_fired_time: 1.5021660328, propagate_forward_time: 47.6294479370, propagate_backward_time: 71.7478637695, weight_update_time: 0.1778977215, other_time: 3.2810058594
epoch time: 10.1078939438s, input_fired_time: 0.1920445114, output_fired_time: 0.0000000000, propagate_forward_time: 9.3250455856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908041000
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9717/10000 (97.17%), error:      1034.22656, best error:       929.41577 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 127.3273468018s, input_fired_time: 1.6106340885, output_fired_time: 1.5144709349, propagate_forward_time: 48.2510986328, propagate_backward_time: 72.5973358154, weight_update_time: 0.1939981431, other_time: 3.3538055420
epoch time: 10.5546445847s, input_fired_time: 0.2039152831, output_fired_time: 0.0000000000, propagate_forward_time: 9.7300748825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206541061
validation[          , genome  6736] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1058.91272, best error:       929.41577 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 124.6306533813s, input_fired_time: 1.5415536165, output_fired_time: 1.4781124592, propagate_forward_time: 47.2304496765, propagate_backward_time: 71.0849075317, weight_update_time: 0.1761230826, other_time: 3.2956314087
epoch time: 10.0775766373s, input_fired_time: 0.1886786371, output_fired_time: 0.0000000000, propagate_forward_time: 9.3069038391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5819940567
validation[          , genome  6736] predictions:    9693/  10000 (96.93%), best:    9717/10000 (97.17%), error:       988.12598, best error:       929.41577 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 125.0732727051s, input_fired_time: 1.5451306105, output_fired_time: 1.5033998489, propagate_forward_time: 47.3646697998, propagate_backward_time: 71.3709182739, weight_update_time: 0.1798305213, other_time: 3.2891540527
epoch time: 10.4088325500s, input_fired_time: 0.2027980834, output_fired_time: 0.0000000000, propagate_forward_time: 9.6065702438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5994644165
validation[          , genome  6736] predictions:    9704/  10000 (97.04%), best:    9717/10000 (97.17%), error:      1007.34979, best error:       929.41577 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 124.2603378296s, input_fired_time: 1.5757318735, output_fired_time: 1.4903763533, propagate_forward_time: 46.9220428467, propagate_backward_time: 71.0451889038, weight_update_time: 0.1731934845, other_time: 3.2269973755
epoch time: 10.1474857330s, input_fired_time: 0.1911511123, output_fired_time: 0.0000000000, propagate_forward_time: 9.3828220367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735130310
validation[          , genome  6736] predictions:    9594/  10000 (95.94%), best:    9717/10000 (97.17%), error:      1334.28711, best error:       929.41577 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 125.2940521240s, input_fired_time: 1.5753821135, output_fired_time: 1.5135771036, propagate_forward_time: 47.3564186096, propagate_backward_time: 71.5695190430, weight_update_time: 0.1743459851, other_time: 3.2791595459
epoch time: 10.3042087555s, input_fired_time: 0.2003501803, output_fired_time: 0.0000000000, propagate_forward_time: 9.5164699554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873889923
validation[          , genome  6736] predictions:    9665/  10000 (96.65%), best:    9717/10000 (97.17%), error:      1049.16858, best error:       929.41577 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 125.1400070190s, input_fired_time: 1.5681700706, output_fired_time: 1.4905657768, propagate_forward_time: 47.4797630310, propagate_backward_time: 71.3398361206, weight_update_time: 0.1753540486, other_time: 3.2616806030
epoch time: 10.3211746216s, input_fired_time: 0.1931990832, output_fired_time: 0.0000000000, propagate_forward_time: 9.5303726196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976028442
validation[          , genome  6736] predictions:    9705/  10000 (97.05%), best:    9717/10000 (97.17%), error:       988.14264, best error:       929.41577 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 125.1547317505s, input_fired_time: 1.5819889307, output_fired_time: 1.5020865202, propagate_forward_time: 47.3769149780, propagate_backward_time: 71.4169769287, weight_update_time: 0.1737668812, other_time: 3.2767715454
epoch time: 10.3134632111s, input_fired_time: 0.1949936599, output_fired_time: 0.0000000000, propagate_forward_time: 9.5179758072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004934311
validation[          , genome  6736] predictions:    9696/  10000 (96.96%), best:    9717/10000 (97.17%), error:      1054.12146, best error:       929.41577 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 125.3286743164s, input_fired_time: 1.5621476173, output_fired_time: 1.4891136885, propagate_forward_time: 47.4824714661, propagate_backward_time: 71.4889602661, weight_update_time: 0.1796416491, other_time: 3.3059768677
epoch time: 10.8695144653s, input_fired_time: 0.1965045929, output_fired_time: 0.0000000000, propagate_forward_time: 10.0474176407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255922318
validation[          , genome  6736] predictions:    9710/  10000 (97.10%), best:    9717/10000 (97.17%), error:       951.10980, best error:       929.41577 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 126.0601119995s, input_fired_time: 1.5759199858, output_fired_time: 1.5010814667, propagate_forward_time: 47.8315773010, propagate_backward_time: 71.8949432373, weight_update_time: 0.1754759848, other_time: 3.2565917969
epoch time: 10.0416841507s, input_fired_time: 0.1918361187, output_fired_time: 0.0000000000, propagate_forward_time: 9.2642574310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855903625
validation[          , genome  6736] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1026.51990, best error:       929.41577 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 126.7747650146s, input_fired_time: 1.5910614729, output_fired_time: 1.5481210947, propagate_forward_time: 48.0360031128, propagate_backward_time: 72.2875595093, weight_update_time: 0.1931603998, other_time: 3.3120193481
epoch time: 10.3175935745s, input_fired_time: 0.1937084794, output_fired_time: 0.0000000000, propagate_forward_time: 9.5120344162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6118507385
validation[          , genome  6736] predictions:    9669/  10000 (96.69%), best:    9717/10000 (97.17%), error:      1088.97229, best error:       929.41577 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 125.5159683228s, input_fired_time: 1.5573222637, output_fired_time: 1.5197130442, propagate_forward_time: 47.5801734924, propagate_backward_time: 71.5915298462, weight_update_time: 0.1746331751, other_time: 3.2672348022
epoch time: 10.3624544144s, input_fired_time: 0.1963263899, output_fired_time: 0.0000000000, propagate_forward_time: 9.5804023743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857257843
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9717/10000 (97.17%), error:       949.85889, best error:       929.41577 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 124.3624038696s, input_fired_time: 1.5624758005, output_fired_time: 1.5133827925, propagate_forward_time: 47.0630149841, propagate_backward_time: 70.9300460815, weight_update_time: 0.1732435524, other_time: 3.2934799194
epoch time: 10.1594047546s, input_fired_time: 0.1962198615, output_fired_time: 0.0000000000, propagate_forward_time: 9.3750696182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881156921
validation[          , genome  6736] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       859.32056, best error:       859.32056 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 125.1620330811s, input_fired_time: 1.5635333061, output_fired_time: 1.5149037838, propagate_forward_time: 47.2570190430, propagate_backward_time: 71.5724258423, weight_update_time: 0.1737945676, other_time: 3.2541580200
epoch time: 10.1617994308s, input_fired_time: 0.1953960359, output_fired_time: 0.0000000000, propagate_forward_time: 9.3723707199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940322876
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9734/10000 (97.34%), error:       943.18188, best error:       859.32056 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 125.0734405518s, input_fired_time: 1.5614885092, output_fired_time: 1.5097814798, propagate_forward_time: 47.5144805908, propagate_backward_time: 71.2186279297, weight_update_time: 0.1765685827, other_time: 3.2690658569
epoch time: 10.3356494904s, input_fired_time: 0.1990302801, output_fired_time: 0.0000000000, propagate_forward_time: 9.5338745117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027450562
validation[          , genome  6736] predictions:    9699/  10000 (96.99%), best:    9734/10000 (97.34%), error:       974.29816, best error:       859.32056 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.6309585571s, input_fired_time: 1.5593248606, output_fired_time: 1.5046243668, propagate_forward_time: 47.4878807068, propagate_backward_time: 71.7836074829, weight_update_time: 0.1730567515, other_time: 3.2955245972
epoch time: 10.0298156738s, input_fired_time: 0.1912760884, output_fired_time: 0.0000000000, propagate_forward_time: 9.2608699799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5776691437
validation[          , genome  6736] predictions:    9732/  10000 (97.32%), best:    9734/10000 (97.34%), error:       874.64911, best error:       859.32056 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 125.4747848511s, input_fired_time: 1.5688464642, output_fired_time: 1.5362225771, propagate_forward_time: 47.5405883789, propagate_backward_time: 71.5169906616, weight_update_time: 0.1769401431, other_time: 3.3121337891
epoch time: 9.9593420029s, input_fired_time: 0.1905049533, output_fired_time: 0.0000000000, propagate_forward_time: 9.1941461563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746908188
validation[          , genome  6736] predictions:    9746/  10000 (97.46%), best:    9734/10000 (97.34%), error:       888.81647, best error:       859.32056 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 125.9254531860s, input_fired_time: 1.5874880552, output_fired_time: 1.5318946838, propagate_forward_time: 47.7747039795, propagate_backward_time: 71.7417678833, weight_update_time: 0.1753760725, other_time: 3.2896041870
epoch time: 10.5855445862s, input_fired_time: 0.2025533319, output_fired_time: 0.0000000000, propagate_forward_time: 9.7217435837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6612472534
validation[          , genome  6736] predictions:    9735/  10000 (97.35%), best:    9734/10000 (97.34%), error:       879.19708, best error:       859.32056 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 125.1543579102s, input_fired_time: 1.5696717501, output_fired_time: 1.5198342800, propagate_forward_time: 47.5445899963, propagate_backward_time: 71.2322616577, weight_update_time: 0.1762300879, other_time: 3.2880020142
epoch time: 10.2721624374s, input_fired_time: 0.1979212761, output_fired_time: 0.0000000000, propagate_forward_time: 9.4831533432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910882950
validation[          , genome  6736] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       917.34045, best error:       859.32056 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 124.8750610352s, input_fired_time: 1.5959159136, output_fired_time: 1.5008374453, propagate_forward_time: 47.2555160522, propagate_backward_time: 71.2055816650, weight_update_time: 0.1773653179, other_time: 3.3172073364
epoch time: 10.3217611313s, input_fired_time: 0.1943249851, output_fired_time: 0.0000000000, propagate_forward_time: 9.5352506638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921850204
validation[          , genome  6736] predictions:    9736/  10000 (97.36%), best:    9734/10000 (97.34%), error:       932.02087, best error:       859.32056 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 124.7076110840s, input_fired_time: 1.5697532892, output_fired_time: 1.5016902685, propagate_forward_time: 47.1709060669, propagate_backward_time: 71.1975555420, weight_update_time: 0.1746956557, other_time: 3.2677001953
epoch time: 10.2478199005s, input_fired_time: 0.1960258484, output_fired_time: 0.0000000000, propagate_forward_time: 9.4642343521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875597000
validation[          , genome  6736] predictions:    9727/  10000 (97.27%), best:    9734/10000 (97.34%), error:       888.50720, best error:       859.32056 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 124.8805694580s, input_fired_time: 1.5739077330, output_fired_time: 1.5711474419, propagate_forward_time: 47.1234169006, propagate_backward_time: 71.2900772095, weight_update_time: 0.1749607921, other_time: 3.3220291138
epoch time: 10.4625501633s, input_fired_time: 0.1960427016, output_fired_time: 0.0000000000, propagate_forward_time: 9.6601705551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063365936
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9734/10000 (97.34%), error:       888.19763, best error:       859.32056 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 125.3834075928s, input_fired_time: 1.5749118328, output_fired_time: 1.4949269295, propagate_forward_time: 47.4960365295, propagate_backward_time: 71.5130310059, weight_update_time: 0.1790677011, other_time: 3.3045043945
epoch time: 10.2040796280s, input_fired_time: 0.1949030757, output_fired_time: 0.0000000000, propagate_forward_time: 9.3875808716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215953827
validation[          , genome  6736] predictions:    9737/  10000 (97.37%), best:    9734/10000 (97.34%), error:       881.70465, best error:       859.32056 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 125.4985733032s, input_fired_time: 1.5752174854, output_fired_time: 1.4969029427, propagate_forward_time: 47.6040763855, propagate_backward_time: 71.5278244019, weight_update_time: 0.1759593040, other_time: 3.2945480347
epoch time: 10.1914968491s, input_fired_time: 0.1945763677, output_fired_time: 0.0000000000, propagate_forward_time: 9.4119462967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849742889
validation[          , genome  6736] predictions:    9652/  10000 (96.52%), best:    9734/10000 (97.34%), error:      1129.02222, best error:       859.32056 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 124.5287399292s, input_fired_time: 1.5692937374, output_fired_time: 1.5306227207, propagate_forward_time: 47.1897354126, propagate_backward_time: 70.9395446777, weight_update_time: 0.1749705523, other_time: 3.2995452881
epoch time: 10.2013473511s, input_fired_time: 0.1956147254, output_fired_time: 0.0000000000, propagate_forward_time: 9.4247875214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5809450150
validation[          , genome  6736] predictions:    9695/  10000 (96.95%), best:    9734/10000 (97.34%), error:      1043.86572, best error:       859.32056 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 125.1556701660s, input_fired_time: 1.5842863321, output_fired_time: 1.5237321854, propagate_forward_time: 47.3672981262, propagate_backward_time: 71.3945465088, weight_update_time: 0.1740223616, other_time: 3.2857971191
epoch time: 10.1707677841s, input_fired_time: 0.1978337467, output_fired_time: 0.0000000000, propagate_forward_time: 9.3944463730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784873962
validation[          , genome  6736] predictions:    9704/  10000 (97.04%), best:    9734/10000 (97.34%), error:       991.54681, best error:       859.32056 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 125.6807022095s, input_fired_time: 1.5722690821, output_fired_time: 1.5247982740, propagate_forward_time: 47.3502540588, propagate_backward_time: 71.9428710938, weight_update_time: 0.1779238880, other_time: 3.2905120850
epoch time: 10.2484540939s, input_fired_time: 0.2082969546, output_fired_time: 0.0000000000, propagate_forward_time: 9.4540767670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5860805511
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       832.05603, best error:       832.05603 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 124.8795928955s, input_fired_time: 1.5719662905, output_fired_time: 1.5039950609, propagate_forward_time: 47.4836616516, propagate_backward_time: 71.0901107788, weight_update_time: 0.1736025363, other_time: 3.2298507690
epoch time: 10.2683792114s, input_fired_time: 0.2011990994, output_fired_time: 0.0000000000, propagate_forward_time: 9.4722385406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949411392
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9742/10000 (97.42%), error:       921.10455, best error:       832.05603 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.8490219116s, input_fired_time: 1.5502722263, output_fired_time: 1.4755346775, propagate_forward_time: 46.6006698608, propagate_backward_time: 70.0012054443, weight_update_time: 0.1730377823, other_time: 3.2213439941
epoch time: 10.2944850922s, input_fired_time: 0.2043074667, output_fired_time: 0.0000000000, propagate_forward_time: 9.4736642838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165132523
validation[          , genome  6736] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       886.58252, best error:       832.05603 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 123.7752532959s, input_fired_time: 1.5923442841, output_fired_time: 1.4812635183, propagate_forward_time: 46.8906402588, propagate_backward_time: 70.5339889526, weight_update_time: 0.1745143533, other_time: 3.2770156860
epoch time: 10.3917417526s, input_fired_time: 0.2160240561, output_fired_time: 0.0000000000, propagate_forward_time: 9.5745496750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6011676788
validation[          , genome  6736] predictions:    9738/  10000 (97.38%), best:    9742/10000 (97.42%), error:       908.96198, best error:       832.05603 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 124.2411193848s, input_fired_time: 1.5633782148, output_fired_time: 1.4963680506, propagate_forward_time: 46.9952354431, propagate_backward_time: 70.9132232666, weight_update_time: 0.1814478338, other_time: 3.2729187012
epoch time: 10.1355295181s, input_fired_time: 0.1949004829, output_fired_time: 0.0000000000, propagate_forward_time: 9.3616495132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789794922
validation[          , genome  6736] predictions:    9718/  10000 (97.18%), best:    9742/10000 (97.42%), error:       946.50867, best error:       832.05603 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 124.6030654907s, input_fired_time: 1.5865249634, output_fired_time: 1.4911488295, propagate_forward_time: 47.1969108582, propagate_backward_time: 71.0473861694, weight_update_time: 0.1757708639, other_time: 3.2810897827
epoch time: 10.2999248505s, input_fired_time: 0.2133227736, output_fired_time: 0.0000000000, propagate_forward_time: 9.4865217209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000804901
validation[          , genome  6736] predictions:    9673/  10000 (96.73%), best:    9742/10000 (97.42%), error:      1086.70142, best error:       832.05603 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.3360519409s, input_fired_time: 1.5632846355, output_fired_time: 1.4992363453, propagate_forward_time: 46.7010650635, propagate_backward_time: 70.3350982666, weight_update_time: 0.1747974753, other_time: 3.2373657227
epoch time: 9.9984254837s, input_fired_time: 0.1962772608, output_fired_time: 0.0000000000, propagate_forward_time: 9.2149248123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872230530
validation[          , genome  6736] predictions:    9716/  10000 (97.16%), best:    9742/10000 (97.42%), error:       871.02795, best error:       832.05603 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 124.2556915283s, input_fired_time: 1.5770610571, output_fired_time: 1.4962230921, propagate_forward_time: 47.0779914856, propagate_backward_time: 70.7662658691, weight_update_time: 0.1751262844, other_time: 3.3381500244
epoch time: 10.1123151779s, input_fired_time: 0.2011263669, output_fired_time: 0.0000000000, propagate_forward_time: 9.3261690140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850200653
validation[          , genome  6736] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:      1077.48242, best error:       832.05603 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 126.0977630615s, input_fired_time: 1.5937634706, output_fired_time: 1.5483543873, propagate_forward_time: 47.6385536194, propagate_backward_time: 71.9870071411, weight_update_time: 0.1797660291, other_time: 3.3300857544
epoch time: 10.1139879227s, input_fired_time: 0.1986933798, output_fired_time: 0.0000000000, propagate_forward_time: 9.3254013062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898933411
validation[          , genome  6736] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       919.87653, best error:       832.05603 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 125.1831817627s, input_fired_time: 1.5846036673, output_fired_time: 1.4982916117, propagate_forward_time: 47.2345619202, propagate_backward_time: 71.5719375610, weight_update_time: 0.1788709313, other_time: 3.2937850952
epoch time: 10.8281574249s, input_fired_time: 0.1974958032, output_fired_time: 0.0000000000, propagate_forward_time: 10.0010585785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296033859
validation[          , genome  6736] predictions:    9712/  10000 (97.12%), best:    9742/10000 (97.42%), error:       937.51660, best error:       832.05603 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.7674407959s, input_fired_time: 1.5662895441, output_fired_time: 1.4881157875, propagate_forward_time: 46.8144416809, propagate_backward_time: 70.6703262329, weight_update_time: 0.1728918999, other_time: 3.2282638550
epoch time: 10.1306915283s, input_fired_time: 0.2185620517, output_fired_time: 0.0000000000, propagate_forward_time: 9.3290500641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830793381
validation[          , genome  6736] predictions:    9653/  10000 (96.53%), best:    9742/10000 (97.42%), error:      1125.01489, best error:       832.05603 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 125.6672668457s, input_fired_time: 1.6136444807, output_fired_time: 1.5280580521, propagate_forward_time: 47.5647315979, propagate_backward_time: 71.6603012085, weight_update_time: 0.1825156808, other_time: 3.3005294800
epoch time: 10.2766695023s, input_fired_time: 0.1980252862, output_fired_time: 0.0000000000, propagate_forward_time: 9.4748096466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038341522
validation[          , genome  6736] predictions:    9694/  10000 (96.94%), best:    9742/10000 (97.42%), error:       986.11127, best error:       832.05603 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 124.9685363770s, input_fired_time: 1.5925712585, output_fired_time: 1.5251830816, propagate_forward_time: 47.2800292969, propagate_backward_time: 71.3190765381, weight_update_time: 0.1738385707, other_time: 3.2516708374
epoch time: 10.5000801086s, input_fired_time: 0.1992801726, output_fired_time: 0.0000000000, propagate_forward_time: 9.6920928955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087074280
validation[          , genome  6736] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       818.67688, best error:       818.67688 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 125.0486755371s, input_fired_time: 1.6248241663, output_fired_time: 1.5090606213, propagate_forward_time: 47.3181610107, propagate_backward_time: 71.3299789429, weight_update_time: 0.1751441807, other_time: 3.2666473389
epoch time: 10.5983934402s, input_fired_time: 0.2183972150, output_fired_time: 0.0000000000, propagate_forward_time: 9.7624979019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174983978
validation[          , genome  6736] predictions:    9676/  10000 (96.76%), best:    9752/10000 (97.52%), error:      1093.22034, best error:       818.67688 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.7923583984s, input_fired_time: 1.5682302713, output_fired_time: 1.4855593443, propagate_forward_time: 46.6818351746, propagate_backward_time: 70.8278045654, weight_update_time: 0.1735108495, other_time: 3.2289276123
epoch time: 10.0303850174s, input_fired_time: 0.1972290426, output_fired_time: 0.0000000000, propagate_forward_time: 9.2417135239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914421082
validation[          , genome  6736] predictions:    9685/  10000 (96.85%), best:    9752/10000 (97.52%), error:      1088.32996, best error:       818.67688 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.0673370361s, input_fired_time: 1.6106605530, output_fired_time: 1.4921323061, propagate_forward_time: 47.6167984009, propagate_backward_time: 71.9912567139, weight_update_time: 0.1750724614, other_time: 3.3564910889
epoch time: 10.1414299011s, input_fired_time: 0.1991962045, output_fired_time: 0.0000000000, propagate_forward_time: 9.3605995178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816345215
validation[          , genome  6736] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       902.61060, best error:       818.67688 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 124.8385009766s, input_fired_time: 1.5867915154, output_fired_time: 1.4860056639, propagate_forward_time: 47.3703880310, propagate_backward_time: 71.1396102905, weight_update_time: 0.1785566658, other_time: 3.2556991577
epoch time: 10.2025737762s, input_fired_time: 0.2018314302, output_fired_time: 0.0000000000, propagate_forward_time: 9.4051485062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955934525
validation[          , genome  6736] predictions:    9632/  10000 (96.32%), best:    9752/10000 (97.52%), error:      1219.64941, best error:       818.67688 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 123.3284759521s, input_fired_time: 1.5636523962, output_fired_time: 1.4737377167, propagate_forward_time: 46.6781539917, propagate_backward_time: 70.3744201660, weight_update_time: 0.1728099585, other_time: 3.2385101318
epoch time: 10.2061653137s, input_fired_time: 0.1986775249, output_fired_time: 0.0000000000, propagate_forward_time: 9.4188499451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5886383057
validation[          , genome  6736] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       962.33398, best error:       818.67688 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.2717895508s, input_fired_time: 1.5777891874, output_fired_time: 1.5013519526, propagate_forward_time: 47.4545669556, propagate_backward_time: 71.4098281860, weight_update_time: 0.1768286228, other_time: 3.3282546997
epoch time: 10.1238231659s, input_fired_time: 0.1968148500, output_fired_time: 0.0000000000, propagate_forward_time: 9.3474187851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5795898438
validation[          , genome  6736] predictions:    9696/  10000 (96.96%), best:    9752/10000 (97.52%), error:      1039.23303, best error:       818.67688 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.7583236694s, input_fired_time: 1.5649850368, output_fired_time: 1.4449574947, propagate_forward_time: 45.6248970032, propagate_backward_time: 68.8625793457, weight_update_time: 0.1756038517, other_time: 3.2609100342
epoch time: 11.0982713699s, input_fired_time: 0.2631757259, output_fired_time: 0.0000000000, propagate_forward_time: 10.1986742020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364212036
validation[          , genome  6736] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       959.74030, best error:       818.67688 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 124.6030578613s, input_fired_time: 1.5765684843, output_fired_time: 1.4943614006, propagate_forward_time: 47.1926536560, propagate_backward_time: 71.0660018921, weight_update_time: 0.1863856763, other_time: 3.2734756470
epoch time: 10.0854263306s, input_fired_time: 0.1993287951, output_fired_time: 0.0000000000, propagate_forward_time: 9.2998065948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862913132
validation[          , genome  6736] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       940.97845, best error:       818.67688 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.0191421509s, input_fired_time: 1.5608772039, output_fired_time: 1.4582906961, propagate_forward_time: 46.3358764648, propagate_backward_time: 69.4511795044, weight_update_time: 0.1716588885, other_time: 3.2129211426
epoch time: 10.3461780548s, input_fired_time: 0.1978424489, output_fired_time: 0.0000000000, propagate_forward_time: 9.5376825333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106529236
validation[          , genome  6736] predictions:    9693/  10000 (96.93%), best:    9752/10000 (97.52%), error:      1022.84351, best error:       818.67688 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 125.1283950806s, input_fired_time: 1.5847795010, output_fired_time: 1.5014508963, propagate_forward_time: 47.3099403381, propagate_backward_time: 71.4683532715, weight_update_time: 0.1755368412, other_time: 3.2638702393
epoch time: 10.1948003769s, input_fired_time: 0.2029209733, output_fired_time: 0.0000000000, propagate_forward_time: 9.4031019211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887775421
validation[          , genome  6736] predictions:    9702/  10000 (97.02%), best:    9752/10000 (97.52%), error:       960.81476, best error:       818.67688 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 125.7530746460s, input_fired_time: 1.6046627760, output_fired_time: 1.5487540960, propagate_forward_time: 47.7154579163, propagate_backward_time: 71.5637893677, weight_update_time: 0.1749086082, other_time: 3.3204116821
epoch time: 10.1468076706s, input_fired_time: 0.2017505169, output_fired_time: 0.0000000000, propagate_forward_time: 9.3567171097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883398056
validation[          , genome  6736] predictions:    9706/  10000 (97.06%), best:    9752/10000 (97.52%), error:       947.03772, best error:       818.67688 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 125.1538696289s, input_fired_time: 1.6315461397, output_fired_time: 1.5240219831, propagate_forward_time: 47.3141212463, propagate_backward_time: 71.3841552734, weight_update_time: 0.1754682362, other_time: 3.3000183105
epoch time: 10.5239400864s, input_fired_time: 0.2045634240, output_fired_time: 0.0000000000, propagate_forward_time: 9.6827239990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6366529465
validation[          , genome  6736] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       946.64954, best error:       818.67688 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 125.1868515015s, input_fired_time: 1.5863655806, output_fired_time: 1.5303567648, propagate_forward_time: 47.3892822266, propagate_backward_time: 71.4220275879, weight_update_time: 0.1803650856, other_time: 3.2588195801
epoch time: 10.0463924408s, input_fired_time: 0.1978695989, output_fired_time: 0.0000000000, propagate_forward_time: 9.2602052689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883178711
validation[          , genome  6736] predictions:    9712/  10000 (97.12%), best:    9752/10000 (97.52%), error:       919.71729, best error:       818.67688 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 125.0632171631s, input_fired_time: 1.5814880133, output_fired_time: 1.5144509077, propagate_forward_time: 47.3376312256, propagate_backward_time: 71.3785781860, weight_update_time: 0.1745834351, other_time: 3.2510681152
epoch time: 10.2829160690s, input_fired_time: 0.2015262842, output_fired_time: 0.0000000000, propagate_forward_time: 9.4887580872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926313400
validation[          , genome  6736] predictions:    9668/  10000 (96.68%), best:    9752/10000 (97.52%), error:      1025.76880, best error:       818.67688 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 124.9685287476s, input_fired_time: 1.5878076553, output_fired_time: 1.5050176382, propagate_forward_time: 47.5550994873, propagate_backward_time: 71.0388412476, weight_update_time: 0.1905825138, other_time: 3.2817611694
epoch time: 10.6925029755s, input_fired_time: 0.2039941102, output_fired_time: 0.0000000000, propagate_forward_time: 9.8825349808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059741974
validation[          , genome  6736] predictions:    9707/  10000 (97.07%), best:    9752/10000 (97.52%), error:       967.37769, best error:       818.67688 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 126.5133590698s, input_fired_time: 1.6252820492, output_fired_time: 1.5087726116, propagate_forward_time: 47.9832115173, propagate_backward_time: 72.0371856689, weight_update_time: 0.1747319549, other_time: 3.3589019775
epoch time: 10.1549501419s, input_fired_time: 0.2016445547, output_fired_time: 0.0000000000, propagate_forward_time: 9.3664722443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868330002
validation[          , genome  6736] predictions:    9688/  10000 (96.88%), best:    9752/10000 (97.52%), error:       987.56476, best error:       818.67688 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 125.1017150879s, input_fired_time: 1.6086312532, output_fired_time: 1.5014622211, propagate_forward_time: 47.2995185852, propagate_backward_time: 71.4009170532, weight_update_time: 0.1782059520, other_time: 3.2911758423
epoch time: 10.0394716263s, input_fired_time: 0.1983554661, output_fired_time: 0.0000000000, propagate_forward_time: 9.2524251938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5886907578
validation[          , genome  6736] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       928.56323, best error:       818.67688 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 125.5021743774s, input_fired_time: 1.6200813055, output_fired_time: 1.5278774500, propagate_forward_time: 47.4437255859, propagate_backward_time: 71.6130828857, weight_update_time: 0.1761983037, other_time: 3.2974090576
epoch time: 10.2011613846s, input_fired_time: 0.2010557503, output_fired_time: 0.0000000000, propagate_forward_time: 9.3987560272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013498306
validation[          , genome  6736] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       894.98749, best error:       818.67688 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.9399108887s, input_fired_time: 1.5752617121, output_fired_time: 1.4794133902, propagate_forward_time: 46.8527984619, propagate_backward_time: 70.7314453125, weight_update_time: 0.1736648977, other_time: 3.3009872437
epoch time: 10.2712125778s, input_fired_time: 0.2011013627, output_fired_time: 0.0000000000, propagate_forward_time: 9.4827470779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873641968
validation[          , genome  6736] predictions:    9712/  10000 (97.12%), best:    9752/10000 (97.52%), error:       928.97394, best error:       818.67688 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.4118881226s, input_fired_time: 1.6159012318, output_fired_time: 1.4870753288, propagate_forward_time: 47.3284225464, propagate_backward_time: 71.6495132446, weight_update_time: 0.1862285435, other_time: 3.3309783936
epoch time: 10.1617441177s, input_fired_time: 0.2048721611, output_fired_time: 0.0000000000, propagate_forward_time: 9.3723745346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844974518
validation[          , genome  6736] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       961.66241, best error:       818.67688 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 124.9234085083s, input_fired_time: 1.6246099472, output_fired_time: 1.5387151241, propagate_forward_time: 47.2339553833, propagate_backward_time: 71.2062530518, weight_update_time: 0.1776545048, other_time: 3.3198776245
epoch time: 10.2075586319s, input_fired_time: 0.2090814114, output_fired_time: 0.0000000000, propagate_forward_time: 9.3996677399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988092422
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1010.40503, best error:       818.67688 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 124.1595306396s, input_fired_time: 1.6092478037, output_fired_time: 1.4968495369, propagate_forward_time: 46.9589004517, propagate_backward_time: 70.8222503662, weight_update_time: 0.1775854677, other_time: 3.2722854614
epoch time: 10.0419950485s, input_fired_time: 0.2016916573, output_fired_time: 0.0000000000, propagate_forward_time: 9.2652492523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750541687
validation[          , genome  6736] predictions:    9657/  10000 (96.57%), best:    9752/10000 (97.52%), error:      1068.49792, best error:       818.67688 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 124.7032318115s, input_fired_time: 1.5829333067, output_fired_time: 1.5237334967, propagate_forward_time: 47.0702896118, propagate_backward_time: 71.2548980713, weight_update_time: 0.1742112786, other_time: 3.2713775635
epoch time: 10.3111667633s, input_fired_time: 0.2033669055, output_fired_time: 0.0000000000, propagate_forward_time: 9.5123357773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954637527
validation[          , genome  6736] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       920.31775, best error:       818.67688 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 125.3536682129s, input_fired_time: 1.6064587831, output_fired_time: 1.4913661480, propagate_forward_time: 47.4156455994, propagate_backward_time: 71.4630355835, weight_update_time: 0.1748470962, other_time: 3.3771591187
epoch time: 10.3360338211s, input_fired_time: 0.2012502700, output_fired_time: 0.0000000000, propagate_forward_time: 9.5411167145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936670303
validation[          , genome  6736] predictions:    9679/  10000 (96.79%), best:    9752/10000 (97.52%), error:      1055.23145, best error:       818.67688 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 125.6816635132s, input_fired_time: 1.6072010994, output_fired_time: 1.4932882786, propagate_forward_time: 47.5903968811, propagate_backward_time: 71.7152709961, weight_update_time: 0.1745793819, other_time: 3.2755126953
epoch time: 10.2535686493s, input_fired_time: 0.2039945871, output_fired_time: 0.0000000000, propagate_forward_time: 9.4513120651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982618332
validation[          , genome  6736] predictions:    9632/  10000 (96.32%), best:    9752/10000 (97.52%), error:      1185.95752, best error:       818.67688 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.7797470093s, input_fired_time: 1.6084160805, output_fired_time: 1.5112968683, propagate_forward_time: 47.7237472534, propagate_backward_time: 71.6775283813, weight_update_time: 0.1751492023, other_time: 3.2587585449
epoch time: 10.2921934128s, input_fired_time: 0.2026767284, output_fired_time: 0.0000000000, propagate_forward_time: 9.4875030518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020135880
validation[          , genome  6736] predictions:    9699/  10000 (96.99%), best:    9752/10000 (97.52%), error:       984.12256, best error:       818.67688 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 125.4879455566s, input_fired_time: 1.6078940630, output_fired_time: 1.5415410995, propagate_forward_time: 47.3794670105, propagate_backward_time: 71.6400756836, weight_update_time: 0.1785864532, other_time: 3.3189697266
epoch time: 10.2184906006s, input_fired_time: 0.2041266859, output_fired_time: 0.0000000000, propagate_forward_time: 9.4185743332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957899094
validation[          , genome  6736] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       956.73706, best error:       818.67688 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 125.0389709473s, input_fired_time: 1.6049519777, output_fired_time: 1.5109925270, propagate_forward_time: 47.3075408936, propagate_backward_time: 71.3629302979, weight_update_time: 0.1748599559, other_time: 3.2525558472
epoch time: 10.1175346375s, input_fired_time: 0.2008519769, output_fired_time: 0.0000000000, propagate_forward_time: 9.3367309570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799512863
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       897.86755, best error:       818.67688 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.0436706543s, input_fired_time: 1.6100872755, output_fired_time: 1.5019091368, propagate_forward_time: 47.3585968018, propagate_backward_time: 71.3257751465, weight_update_time: 0.1755179465, other_time: 3.2473068237
epoch time: 10.6469202042s, input_fired_time: 0.2020602971, output_fired_time: 0.0000000000, propagate_forward_time: 9.8392372131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056222916
validation[          , genome  6736] predictions:    9669/  10000 (96.69%), best:    9752/10000 (97.52%), error:      1055.12061, best error:       818.67688 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.2796096802s, input_fired_time: 1.6407006979, output_fired_time: 1.5133168697, propagate_forward_time: 47.3528175354, propagate_backward_time: 71.5237884521, weight_update_time: 0.1740259379, other_time: 3.2489929199
epoch time: 9.9726438522s, input_fired_time: 0.1992381662, output_fired_time: 0.0000000000, propagate_forward_time: 9.1893348694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840711594
validation[          , genome  6736] predictions:    9639/  10000 (96.39%), best:    9752/10000 (97.52%), error:      1198.46021, best error:       818.67688 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 125.6776962280s, input_fired_time: 1.6160370111, output_fired_time: 1.5202262402, propagate_forward_time: 47.6442985535, propagate_backward_time: 71.5847396851, weight_update_time: 0.1759576797, other_time: 3.3124008179
epoch time: 10.2255487442s, input_fired_time: 0.2024877965, output_fired_time: 0.0000000000, propagate_forward_time: 9.4269742966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5960865021
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       944.25159, best error:       818.67688 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 124.6750869751s, input_fired_time: 1.6033426523, output_fired_time: 1.5117634535, propagate_forward_time: 47.0010108948, propagate_backward_time: 71.2265625000, weight_update_time: 0.1750729829, other_time: 3.3324127197
epoch time: 10.2378940582s, input_fired_time: 0.2019015551, output_fired_time: 0.0000000000, propagate_forward_time: 9.4293603897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066322327
validation[          , genome  6736] predictions:    9624/  10000 (96.24%), best:    9752/10000 (97.52%), error:      1301.88574, best error:       818.67688 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 124.6678924561s, input_fired_time: 1.6187266111, output_fired_time: 1.4959475994, propagate_forward_time: 47.2375869751, propagate_backward_time: 71.0463104248, weight_update_time: 0.1745128334, other_time: 3.2693176270
epoch time: 10.3944969177s, input_fired_time: 0.2044441551, output_fired_time: 0.0000000000, propagate_forward_time: 9.5809297562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091232300
validation[          , genome  6736] predictions:    9718/  10000 (97.18%), best:    9752/10000 (97.52%), error:       923.71521, best error:       818.67688 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 125.1698684692s, input_fired_time: 1.6113433838, output_fired_time: 1.5366913080, propagate_forward_time: 47.1974182129, propagate_backward_time: 71.5413970947, weight_update_time: 0.1750386953, other_time: 3.2830200195
epoch time: 10.4806528091s, input_fired_time: 0.1978798211, output_fired_time: 0.0000000000, propagate_forward_time: 9.6732912064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094818115
validation[          , genome  6736] predictions:    9625/  10000 (96.25%), best:    9752/10000 (97.52%), error:      1298.24353, best error:       818.67688 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 124.8311767578s, input_fired_time: 1.6042388678, output_fired_time: 1.4885206223, propagate_forward_time: 47.2780303955, propagate_backward_time: 71.1934509277, weight_update_time: 0.1757375598, other_time: 3.2669372559
epoch time: 10.0174417496s, input_fired_time: 0.2039208561, output_fired_time: 0.0000000000, propagate_forward_time: 9.2243509293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891695023
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:      1006.10303, best error:       818.67688 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 123.7496795654s, input_fired_time: 1.5878671408, output_fired_time: 1.5002465248, propagate_forward_time: 46.9117965698, propagate_backward_time: 70.4798889160, weight_update_time: 0.1738027036, other_time: 3.2698822021
epoch time: 10.2486686707s, input_fired_time: 0.2077670097, output_fired_time: 0.0000000000, propagate_forward_time: 9.4484233856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924777985
validation[          , genome  6736] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       876.92487, best error:       818.67688 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 124.9199066162s, input_fired_time: 1.6139341593, output_fired_time: 1.5124882460, propagate_forward_time: 47.1658782959, propagate_backward_time: 71.3464202881, weight_update_time: 0.1799258441, other_time: 3.2811813354
epoch time: 10.5353326797s, input_fired_time: 0.2099174708, output_fired_time: 0.0000000000, propagate_forward_time: 9.7114372253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139783859
validation[          , genome  6736] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:       942.71179, best error:       818.67688 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 124.7858581543s, input_fired_time: 1.6079506874, output_fired_time: 1.4885845184, propagate_forward_time: 47.2453575134, propagate_backward_time: 71.1641082764, weight_update_time: 0.1807592809, other_time: 3.2798614502
epoch time: 10.4662055969s, input_fired_time: 0.2066780031, output_fired_time: 0.0000000000, propagate_forward_time: 9.6573591232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6021680832
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9752/10000 (97.52%), error:       871.15808, best error:       818.67688 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 124.9427719116s, input_fired_time: 1.6261667013, output_fired_time: 1.4966647625, propagate_forward_time: 47.1329727173, propagate_backward_time: 71.3740692139, weight_update_time: 0.1808355898, other_time: 3.3128967285
epoch time: 10.1243162155s, input_fired_time: 0.2027442902, output_fired_time: 0.0000000000, propagate_forward_time: 9.3237533569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978183746
validation[          , genome  6736] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:      1003.70990, best error:       818.67688 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.5018310547s, input_fired_time: 1.6266138554, output_fired_time: 1.5181092024, propagate_forward_time: 47.1501884460, propagate_backward_time: 70.8865966797, weight_update_time: 0.1740392447, other_time: 3.3203125000
epoch time: 10.2280292511s, input_fired_time: 0.2086871117, output_fired_time: 0.0000000000, propagate_forward_time: 9.4242410660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951013565
validation[          , genome  6736] predictions:    9687/  10000 (96.87%), best:    9752/10000 (97.52%), error:      1058.87073, best error:       818.67688 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 124.5706787109s, input_fired_time: 1.6259912252, output_fired_time: 1.4890176058, propagate_forward_time: 47.1815223694, propagate_backward_time: 70.9892959595, weight_update_time: 0.1750893295, other_time: 3.2848434448
epoch time: 10.2354269028s, input_fired_time: 0.2026536912, output_fired_time: 0.0000000000, propagate_forward_time: 9.4399785995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927944183
validation[          , genome  6736] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       975.85583, best error:       818.67688 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 124.7460708618s, input_fired_time: 1.6072171926, output_fired_time: 1.4957913160, propagate_forward_time: 47.2729377747, propagate_backward_time: 71.0501022339, weight_update_time: 0.2015817016, other_time: 3.3200302124
epoch time: 10.0718431473s, input_fired_time: 0.2084920257, output_fired_time: 0.0000000000, propagate_forward_time: 9.2761802673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871706009
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       872.21368, best error:       818.67688 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 125.0322418213s, input_fired_time: 1.6006295681, output_fired_time: 1.5072107315, propagate_forward_time: 47.2508544922, propagate_backward_time: 71.4153900146, weight_update_time: 0.1794271022, other_time: 3.2581558228
epoch time: 10.1836385727s, input_fired_time: 0.2078305930, output_fired_time: 0.0000000000, propagate_forward_time: 9.3817768097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940313339
validation[          , genome  6736] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       873.87488, best error:       818.67688 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 125.2414550781s, input_fired_time: 1.6252330542, output_fired_time: 1.5156652927, propagate_forward_time: 47.4221343994, propagate_backward_time: 71.4116516113, weight_update_time: 0.1789560020, other_time: 3.2667694092
epoch time: 10.4554414749s, input_fired_time: 0.2035962641, output_fired_time: 0.0000000000, propagate_forward_time: 9.6334867477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183586121
validation[          , genome  6736] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1019.55243, best error:       818.67688 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 124.3405990601s, input_fired_time: 1.6090769768, output_fired_time: 1.4876391888, propagate_forward_time: 47.1298713684, propagate_backward_time: 70.8740997314, weight_update_time: 0.1775936335, other_time: 3.2399139404
epoch time: 10.1794958115s, input_fired_time: 0.2026551962, output_fired_time: 0.0000000000, propagate_forward_time: 9.3875846863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892562866
validation[          , genome  6736] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       927.36163, best error:       818.67688 on epoch:    55, 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: 51.6858024597s, input_fired_time: 1.0256776810, output_fired_time: 0.0000000000, propagate_forward_time: 47.5669212341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0932044983
best training[          , genome  6736] predictions:   49514/  50000 (99.03%), best:    9752/10000 (97.52%), error:      1860.38110, best error:       818.67688 on epoch:    55, 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: 10.2569122314s, input_fired_time: 0.2000153959, output_fired_time: 0.0000000000, propagate_forward_time: 9.4609823227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959148407
   testing[          , genome  6736] predictions:    9789/  10000 (97.89%), best:    9752/10000 (97.52%), error:       746.10248, best error:       818.67688 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:30:33 (3692): called boinc_finish(0)

</stderr_txt>
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