Nameexact_genome_1512568488_44_7125_0
Workunit2606973
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:11:42 UTC
Report deadline17 Dec 2017, 5:59:27 UTC
Received9 Dec 2017, 6:49:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 32 min
CPU time4 hours 31 min 32 sec
Validate stateValid
Credit2,310.38
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.23 MB
Peak swap size159.01 MB
Peak disk usage1.92 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.07%), best:    9739/10000 (97.39%), error:       921.79712, best error:       883.36334 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 148.2989654541s, input_fired_time: 1.7167282104, output_fired_time: 1.6103073359, propagate_forward_time: 55.8423995972, propagate_backward_time: 85.8525390625, weight_update_time: 0.1546458155, other_time: 3.2770004272
epoch time: 12.0444040298s, input_fired_time: 0.2109338343, output_fired_time: 0.0000000000, propagate_forward_time: 11.2554502487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780200958
validation[          , genome  7125] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       812.02673, best error:       812.02673 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 148.9463500977s, input_fired_time: 1.7129993439, output_fired_time: 1.6205221415, propagate_forward_time: 56.1557922363, propagate_backward_time: 86.2137145996, weight_update_time: 0.1545136422, other_time: 3.2433166504
epoch time: 12.0441408157s, input_fired_time: 0.2111145556, output_fired_time: 0.0000000000, propagate_forward_time: 11.2410106659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920152664
validation[          , genome  7125] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       924.04846, best error:       812.02673 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 148.4732055664s, input_fired_time: 1.7137274742, output_fired_time: 1.6144688129, propagate_forward_time: 55.8269195557, propagate_backward_time: 86.0447387695, weight_update_time: 0.1545305550, other_time: 3.2733459473
epoch time: 12.0169839859s, input_fired_time: 0.2103946954, output_fired_time: 0.0000000000, propagate_forward_time: 11.2279920578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785970688
validation[          , genome  7125] predictions:    9706/  10000 (97.06%), best:    9773/10000 (97.73%), error:       946.94122, best error:       812.02673 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 148.9114685059s, input_fired_time: 1.7190765142, output_fired_time: 1.6172839403, propagate_forward_time: 56.1613006592, propagate_backward_time: 86.1598892212, weight_update_time: 0.1545444429, other_time: 3.2539291382
epoch time: 12.0990533829s, input_fired_time: 0.2114315033, output_fired_time: 0.0000000000, propagate_forward_time: 11.3157854080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718364716
validation[          , genome  7125] predictions:    9702/  10000 (97.02%), best:    9773/10000 (97.73%), error:       933.20148, best error:       812.02673 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 148.6818847656s, input_fired_time: 1.7160434723, output_fired_time: 1.6115868092, propagate_forward_time: 56.0707359314, propagate_backward_time: 86.0154266357, weight_update_time: 0.1546231955, other_time: 3.2680816650
epoch time: 11.9238796234s, input_fired_time: 0.2117504478, output_fired_time: 0.0000000000, propagate_forward_time: 11.1197423935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923871994
validation[          , genome  7125] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       908.28479, best error:       812.02673 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.0244598389s, input_fired_time: 1.7159050703, output_fired_time: 1.6191681623, propagate_forward_time: 56.2090530396, propagate_backward_time: 86.2397079468, weight_update_time: 0.1540866941, other_time: 3.2406158447
epoch time: 11.9530944824s, input_fired_time: 0.2131420374, output_fired_time: 0.0000000000, propagate_forward_time: 11.1509704590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889816284
validation[          , genome  7125] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       861.13617, best error:       812.02673 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 148.4389343262s, input_fired_time: 1.7167158127, output_fired_time: 1.6150753498, propagate_forward_time: 55.8937683105, propagate_backward_time: 85.9728012085, weight_update_time: 0.1534645706, other_time: 3.2405624390
epoch time: 12.0440158844s, input_fired_time: 0.2133131027, output_fired_time: 0.0000000000, propagate_forward_time: 11.2357044220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949983597
validation[          , genome  7125] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       851.26447, best error:       812.02673 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 149.2597503662s, input_fired_time: 1.7193837166, output_fired_time: 1.6244214773, propagate_forward_time: 56.2383346558, propagate_backward_time: 86.4293441772, weight_update_time: 0.1542914659, other_time: 3.2482604980
epoch time: 11.9598550797s, input_fired_time: 0.2123244703, output_fired_time: 0.0000000000, propagate_forward_time: 11.1767730713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5707578659
validation[          , genome  7125] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       826.97827, best error:       812.02673 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 147.8587493896s, input_fired_time: 1.7119908333, output_fired_time: 1.6046293974, propagate_forward_time: 55.7209968567, propagate_backward_time: 85.5902938843, weight_update_time: 0.1534467041, other_time: 3.2308425903
epoch time: 11.9940328598s, input_fired_time: 0.2110920101, output_fired_time: 0.0000000000, propagate_forward_time: 11.2127723694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701684952
validation[          , genome  7125] predictions:    9692/  10000 (96.92%), best:    9773/10000 (97.73%), error:       957.02954, best error:       812.02673 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 149.2952117920s, input_fired_time: 1.7216247320, output_fired_time: 1.6228724718, propagate_forward_time: 56.3276405334, propagate_backward_time: 86.3468246460, weight_update_time: 0.1552171707, other_time: 3.2762527466
epoch time: 12.0041103363s, input_fired_time: 0.2132199109, output_fired_time: 0.0000000000, propagate_forward_time: 11.2070388794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838518143
validation[          , genome  7125] predictions:    9697/  10000 (96.97%), best:    9773/10000 (97.73%), error:       944.15137, best error:       812.02673 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 148.9267883301s, input_fired_time: 1.7257838249, output_fired_time: 1.6202656031, propagate_forward_time: 56.0599136353, propagate_backward_time: 86.2560348511, weight_update_time: 0.1542965621, other_time: 3.2647857666
epoch time: 12.1181926727s, input_fired_time: 0.2160450965, output_fired_time: 0.0000000000, propagate_forward_time: 11.3125600815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895872116
validation[          , genome  7125] predictions:    9709/  10000 (97.09%), best:    9773/10000 (97.73%), error:       981.47089, best error:       812.02673 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.0153656006s, input_fired_time: 1.7255625725, output_fired_time: 1.6159566641, propagate_forward_time: 56.1365318298, propagate_backward_time: 86.2320327759, weight_update_time: 0.1560588330, other_time: 3.3052902222
epoch time: 11.9683485031s, input_fired_time: 0.2113075852, output_fired_time: 0.0000000000, propagate_forward_time: 11.1809186935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761222839
validation[          , genome  7125] predictions:    9638/  10000 (96.38%), best:    9773/10000 (97.73%), error:      1121.11743, best error:       812.02673 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 148.9965667725s, input_fired_time: 1.7259477377, output_fired_time: 1.6196280718, propagate_forward_time: 55.9451446533, propagate_backward_time: 86.4319610596, weight_update_time: 0.1545459330, other_time: 3.2738800049
epoch time: 11.9743909836s, input_fired_time: 0.2131963670, output_fired_time: 0.0000000000, propagate_forward_time: 11.1769819260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842123032
validation[          , genome  7125] predictions:    9714/  10000 (97.14%), best:    9773/10000 (97.73%), error:       920.24500, best error:       812.02673 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 148.7234191895s, input_fired_time: 1.7281490564, output_fired_time: 1.6163542271, propagate_forward_time: 56.1606216431, propagate_backward_time: 85.9797897339, weight_update_time: 0.1536463797, other_time: 3.2385101318
epoch time: 11.9275417328s, input_fired_time: 0.2119706124, output_fired_time: 0.0000000000, propagate_forward_time: 11.1317253113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838460922
validation[          , genome  7125] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       741.07440, best error:       741.07440 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 147.9813995361s, input_fired_time: 1.7200891972, output_fired_time: 1.6040893793, propagate_forward_time: 55.8286933899, propagate_backward_time: 85.5904846191, weight_update_time: 0.1538577974, other_time: 3.2380371094
epoch time: 11.2576999664s, input_fired_time: 0.2041242123, output_fired_time: 0.0000000000, propagate_forward_time: 10.4871616364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5664138794
validation[          , genome  7125] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       926.93970, best error:       741.07440 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.3763122559s, input_fired_time: 1.7246139050, output_fired_time: 1.6203219891, propagate_forward_time: 56.3768577576, propagate_backward_time: 86.4292373657, weight_update_time: 0.1539044082, other_time: 3.2252883911
epoch time: 12.0374641418s, input_fired_time: 0.2133284658, output_fired_time: 0.0000000000, propagate_forward_time: 11.2437314987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804042816
validation[          , genome  7125] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       891.39166, best error:       741.07440 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 148.3473052979s, input_fired_time: 1.7180490494, output_fired_time: 1.6190067530, propagate_forward_time: 55.8469924927, propagate_backward_time: 85.9096603394, weight_update_time: 0.1537108719, other_time: 3.2536010742
epoch time: 12.0873327255s, input_fired_time: 0.2151209712, output_fired_time: 0.0000000000, propagate_forward_time: 11.2915630341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806484222
validation[          , genome  7125] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       862.45276, best error:       741.07440 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 148.7598876953s, input_fired_time: 1.7328257561, output_fired_time: 1.6191221476, propagate_forward_time: 55.9252700806, propagate_backward_time: 86.1872787476, weight_update_time: 0.1546764821, other_time: 3.2953948975
epoch time: 12.0674448013s, input_fired_time: 0.2118242234, output_fired_time: 0.0000000000, propagate_forward_time: 11.2786531448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769672394
validation[          , genome  7125] predictions:    9681/  10000 (96.81%), best:    9770/10000 (97.70%), error:      1009.17456, best error:       741.07440 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.3028564453s, input_fired_time: 1.7322876453, output_fired_time: 1.6211355925, propagate_forward_time: 56.2678222656, propagate_backward_time: 86.4275360107, weight_update_time: 0.1545832902, other_time: 3.2540740967
epoch time: 12.1102991104s, input_fired_time: 0.2150831372, output_fired_time: 0.0000000000, propagate_forward_time: 11.3103828430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848331451
validation[          , genome  7125] predictions:    9717/  10000 (97.17%), best:    9770/10000 (97.70%), error:       925.76935, best error:       741.07440 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 148.1134643555s, input_fired_time: 1.7252391577, output_fired_time: 1.6060898304, propagate_forward_time: 55.8895263672, propagate_backward_time: 85.6208343506, weight_update_time: 0.1554833800, other_time: 3.2717742920
epoch time: 12.0648641586s, input_fired_time: 0.2123008817, output_fired_time: 0.0000000000, propagate_forward_time: 11.2768278122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757350922
validation[          , genome  7125] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       779.60858, best error:       741.07440 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 147.1365051270s, input_fired_time: 1.7199351788, output_fired_time: 1.6020323038, propagate_forward_time: 55.4514503479, propagate_backward_time: 85.1141967773, weight_update_time: 0.1535173208, other_time: 3.2488861084
epoch time: 12.0399703979s, input_fired_time: 0.2151342928, output_fired_time: 0.0000000000, propagate_forward_time: 11.2356185913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892171860
validation[          , genome  7125] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       849.38159, best error:       741.07440 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 148.7576446533s, input_fired_time: 1.7300626040, output_fired_time: 1.6135779619, propagate_forward_time: 56.1432113647, propagate_backward_time: 86.0285720825, weight_update_time: 0.1538997442, other_time: 3.2422332764
epoch time: 11.9695444107s, input_fired_time: 0.2142075300, output_fired_time: 0.0000000000, propagate_forward_time: 11.1713027954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840339661
validation[          , genome  7125] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       721.71216, best error:       721.71216 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 147.9732513428s, input_fired_time: 1.7241196632, output_fired_time: 1.6065824032, propagate_forward_time: 55.7678680420, propagate_backward_time: 85.6270446777, weight_update_time: 0.1541819423, other_time: 3.2476348877
epoch time: 12.0301332474s, input_fired_time: 0.2150518447, output_fired_time: 0.0000000000, propagate_forward_time: 11.2335357666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815458298
validation[          , genome  7125] predictions:    9775/  10000 (97.75%), best:    9783/10000 (97.83%), error:       770.54041, best error:       721.71216 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 148.2463836670s, input_fired_time: 1.7273006439, output_fired_time: 1.6120705605, propagate_forward_time: 55.7497634888, propagate_backward_time: 85.8727951050, weight_update_time: 0.1544880271, other_time: 3.2844543457
epoch time: 12.0703039169s, input_fired_time: 0.2173701674, output_fired_time: 0.0000000000, propagate_forward_time: 11.2595396042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933942795
validation[          , genome  7125] predictions:    9744/  10000 (97.44%), best:    9783/10000 (97.83%), error:       771.74872, best error:       721.71216 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 148.8136138916s, input_fired_time: 1.7404131889, output_fired_time: 1.6184729338, propagate_forward_time: 55.9857368469, propagate_backward_time: 86.1658477783, weight_update_time: 0.1555970609, other_time: 3.3031463623
epoch time: 12.0133934021s, input_fired_time: 0.2140857130, output_fired_time: 0.0000000000, propagate_forward_time: 11.2204828262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788249969
validation[          , genome  7125] predictions:    9759/  10000 (97.59%), best:    9783/10000 (97.83%), error:       806.45911, best error:       721.71216 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 147.8082275391s, input_fired_time: 1.7263545990, output_fired_time: 1.6079227924, propagate_forward_time: 55.5882682800, propagate_backward_time: 85.5930709839, weight_update_time: 0.1549499035, other_time: 3.2926101685
epoch time: 12.0345554352s, input_fired_time: 0.2168264836, output_fired_time: 0.0000000000, propagate_forward_time: 11.2281732559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895557404
validation[          , genome  7125] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       797.43127, best error:       721.71216 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 146.8081817627s, input_fired_time: 1.7238568068, output_fired_time: 1.5914239883, propagate_forward_time: 55.2565116882, propagate_backward_time: 84.9893112183, weight_update_time: 0.1534359157, other_time: 3.2470626831
epoch time: 12.0629873276s, input_fired_time: 0.2162233293, output_fired_time: 0.0000000000, propagate_forward_time: 11.2595825195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871810913
validation[          , genome  7125] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       829.11066, best error:       721.71216 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 148.7559051514s, input_fired_time: 1.7302547693, output_fired_time: 1.6181623936, propagate_forward_time: 56.0865440369, propagate_backward_time: 86.0633850098, weight_update_time: 0.1543857306, other_time: 3.2575531006
epoch time: 11.8092479706s, input_fired_time: 0.2153298855, output_fired_time: 0.0000000000, propagate_forward_time: 10.9963150024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976028442
validation[          , genome  7125] predictions:    9723/  10000 (97.23%), best:    9783/10000 (97.83%), error:       850.29504, best error:       721.71216 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.5930175781s, input_fired_time: 1.7285720110, output_fired_time: 1.6013615131, propagate_forward_time: 55.5585021973, propagate_backward_time: 85.4410171509, weight_update_time: 0.1539684087, other_time: 3.2635574341
epoch time: 11.9797353745s, input_fired_time: 0.2163026929, output_fired_time: 0.0000000000, propagate_forward_time: 11.1811113358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823211670
validation[          , genome  7125] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       845.68726, best error:       721.71216 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 148.9968109131s, input_fired_time: 1.7353955507, output_fired_time: 1.6163707972, propagate_forward_time: 56.1183090210, propagate_backward_time: 86.2858886719, weight_update_time: 0.1543078423, other_time: 3.2408523560
epoch time: 11.9383001328s, input_fired_time: 0.2159186602, output_fired_time: 0.0000000000, propagate_forward_time: 11.1364297867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859518051
validation[          , genome  7125] predictions:    9744/  10000 (97.44%), best:    9783/10000 (97.83%), error:       820.99670, best error:       721.71216 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 148.4848175049s, input_fired_time: 1.7386676073, output_fired_time: 1.6150785685, propagate_forward_time: 55.8786430359, propagate_backward_time: 85.9632186890, weight_update_time: 0.1548070610, other_time: 3.2892074585
epoch time: 11.9811878204s, input_fired_time: 0.2150447071, output_fired_time: 0.0000000000, propagate_forward_time: 11.1929416656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732011795
validation[          , genome  7125] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       740.77002, best error:       721.71216 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 148.4270019531s, input_fired_time: 1.7346165180, output_fired_time: 1.6084111929, propagate_forward_time: 55.8541793823, propagate_backward_time: 85.9566879272, weight_update_time: 0.1545510590, other_time: 3.2731018066
epoch time: 11.8519821167s, input_fired_time: 0.2125159502, output_fired_time: 0.0000000000, propagate_forward_time: 11.0658292770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736370087
validation[          , genome  7125] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       725.29669, best error:       721.71216 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 148.7460327148s, input_fired_time: 1.7378185987, output_fired_time: 1.6204748154, propagate_forward_time: 56.0076370239, propagate_backward_time: 86.1234054565, weight_update_time: 0.1540124565, other_time: 3.2566986084
epoch time: 11.9571008682s, input_fired_time: 0.2163916975, output_fired_time: 0.0000000000, propagate_forward_time: 11.1473960876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933132172
validation[          , genome  7125] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       800.06256, best error:       721.71216 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 146.2304992676s, input_fired_time: 1.7260448933, output_fired_time: 1.5952497721, propagate_forward_time: 54.9835281372, propagate_backward_time: 84.6634445190, weight_update_time: 0.1529736668, other_time: 3.2622375488
epoch time: 12.0554475784s, input_fired_time: 0.2166616023, output_fired_time: 0.0000000000, propagate_forward_time: 11.2494535446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893325806
validation[          , genome  7125] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       757.39215, best error:       721.71216 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 148.3323822021s, input_fired_time: 1.7386044264, output_fired_time: 1.6123722792, propagate_forward_time: 55.7425994873, propagate_backward_time: 85.9513168335, weight_update_time: 0.1553702354, other_time: 3.2874984741
epoch time: 12.0869674683s, input_fired_time: 0.2174024284, output_fired_time: 0.0000000000, propagate_forward_time: 11.2885560989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5810089111
validation[          , genome  7125] predictions:    9716/  10000 (97.16%), best:    9783/10000 (97.83%), error:       884.86957, best error:       721.71216 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 148.7072601318s, input_fired_time: 1.7432862520, output_fired_time: 1.6197224855, propagate_forward_time: 56.0542411804, propagate_backward_time: 86.0213012695, weight_update_time: 0.1540241838, other_time: 3.2687072754
epoch time: 11.9763641357s, input_fired_time: 0.2155899405, output_fired_time: 0.0000000000, propagate_forward_time: 11.1705121994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902624130
validation[          , genome  7125] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       745.01642, best error:       721.71216 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 148.4978332520s, input_fired_time: 1.7386982441, output_fired_time: 1.6093084812, propagate_forward_time: 55.8656005859, propagate_backward_time: 86.0037460327, weight_update_time: 0.1549929231, other_time: 3.2804794312
epoch time: 12.1064882278s, input_fired_time: 0.2171853483, output_fired_time: 0.0000000000, propagate_forward_time: 11.3035669327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857362747
validation[          , genome  7125] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       807.02502, best error:       721.71216 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.2680969238s, input_fired_time: 1.7398802042, output_fired_time: 1.6205176115, propagate_forward_time: 56.2319869995, propagate_backward_time: 86.4403915405, weight_update_time: 0.1545802057, other_time: 3.2353210449
epoch time: 11.9728755951s, input_fired_time: 0.2202199548, output_fired_time: 0.0000000000, propagate_forward_time: 11.1572132111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954427719
validation[          , genome  7125] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       782.97766, best error:       721.71216 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 148.2418518066s, input_fired_time: 1.7467741966, output_fired_time: 1.6067703962, propagate_forward_time: 55.7740287781, propagate_backward_time: 85.8012466431, weight_update_time: 0.1551649570, other_time: 3.3130264282
epoch time: 11.8704071045s, input_fired_time: 0.2155459374, output_fired_time: 0.0000000000, propagate_forward_time: 11.0712165833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836448669
validation[          , genome  7125] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       889.55322, best error:       721.71216 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 149.3925476074s, input_fired_time: 1.7449690104, output_fired_time: 1.6217764616, propagate_forward_time: 56.2396163940, propagate_backward_time: 86.5066604614, weight_update_time: 0.1556549072, other_time: 3.2795257568
epoch time: 12.0701303482s, input_fired_time: 0.2181259394, output_fired_time: 0.0000000000, propagate_forward_time: 11.2752523422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767517090
validation[          , genome  7125] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       779.65576, best error:       721.71216 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 149.1632690430s, input_fired_time: 1.7472547293, output_fired_time: 1.6188775301, propagate_forward_time: 56.1969680786, propagate_backward_time: 86.3095245361, weight_update_time: 0.1553768665, other_time: 3.2906417847
epoch time: 12.0339260101s, input_fired_time: 0.2184720188, output_fired_time: 0.0000000000, propagate_forward_time: 11.2258739471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895795822
validation[          , genome  7125] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       876.03210, best error:       721.71216 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 148.1972198486s, input_fired_time: 1.7401992083, output_fired_time: 1.6090710163, propagate_forward_time: 55.8172073364, propagate_backward_time: 85.7760620117, weight_update_time: 0.1546636969, other_time: 3.2546768188
epoch time: 12.0664587021s, input_fired_time: 0.2187546343, output_fired_time: 0.0000000000, propagate_forward_time: 11.2621116638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855922699
validation[          , genome  7125] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       838.29865, best error:       721.71216 on epoch:    36, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 148.7698364258s, input_fired_time: 1.7503900528, output_fired_time: 1.6137379408, propagate_forward_time: 55.9288063049, propagate_backward_time: 86.1630401611, weight_update_time: 0.1560635120, other_time: 3.3138580322
epoch time: 12.0817337036s, input_fired_time: 0.2170962840, output_fired_time: 0.0000000000, propagate_forward_time: 11.2821130753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825242996
validation[          , genome  7125] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       831.68390, best error:       721.71216 on epoch:    36, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 148.7761840820s, input_fired_time: 1.7512195110, output_fired_time: 1.6181910038, propagate_forward_time: 56.0355606079, propagate_backward_time: 86.0815734863, weight_update_time: 0.1550625563, other_time: 3.2896347046
epoch time: 11.9825487137s, input_fired_time: 0.2180634141, output_fired_time: 0.0000000000, propagate_forward_time: 11.1740493774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904359818
validation[          , genome  7125] predictions:    9719/  10000 (97.19%), best:    9783/10000 (97.83%), error:       913.42499, best error:       721.71216 on epoch:    36, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 148.9649810791s, input_fired_time: 1.7474265099, output_fired_time: 1.6198852062, propagate_forward_time: 56.0264320374, propagate_backward_time: 86.2858810425, weight_update_time: 0.1557091624, other_time: 3.2853622437
epoch time: 12.0670604706s, input_fired_time: 0.2182052732, output_fired_time: 0.0000000000, propagate_forward_time: 11.2673988342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814561844
validation[          , genome  7125] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       772.84778, best error:       721.71216 on epoch:    36, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 149.2297973633s, input_fired_time: 1.7474024296, output_fired_time: 1.6193028688, propagate_forward_time: 56.2342147827, propagate_backward_time: 86.3648986816, weight_update_time: 0.1551055163, other_time: 3.2639694214
epoch time: 11.9443864822s, input_fired_time: 0.2206986696, output_fired_time: 0.0000000000, propagate_forward_time: 11.1262521744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974359512
validation[          , genome  7125] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       745.75531, best error:       721.71216 on epoch:    36, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 148.8199005127s, input_fired_time: 1.7506772280, output_fired_time: 1.6152371168, propagate_forward_time: 56.0456199646, propagate_backward_time: 86.1140670776, weight_update_time: 0.1557127386, other_time: 3.2943038940
epoch time: 12.1264390945s, input_fired_time: 0.2211358994, output_fired_time: 0.0000000000, propagate_forward_time: 11.3162641525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890388489
validation[          , genome  7125] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       690.23969, best error:       690.23969 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 149.5054931641s, input_fired_time: 1.7583249807, output_fired_time: 1.6293644905, propagate_forward_time: 56.3179893494, propagate_backward_time: 86.5094833374, weight_update_time: 0.1550876051, other_time: 3.2903213501
epoch time: 11.9402503967s, input_fired_time: 0.2173292041, output_fired_time: 0.0000000000, propagate_forward_time: 11.1436538696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792675018
validation[          , genome  7125] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       742.54132, best error:       690.23969 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 149.2878723145s, input_fired_time: 1.7536116838, output_fired_time: 1.6217660904, propagate_forward_time: 56.2545471191, propagate_backward_time: 86.3736572266, weight_update_time: 0.1547415704, other_time: 3.2842864990
epoch time: 12.0571603775s, input_fired_time: 0.2174060047, output_fired_time: 0.0000000000, propagate_forward_time: 11.2592420578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805120468
validation[          , genome  7125] predictions:    9623/  10000 (96.23%), best:    9798/10000 (97.98%), error:      1199.15381, best error:       690.23969 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 148.5165100098s, input_fired_time: 1.7581732273, output_fired_time: 1.6121301651, propagate_forward_time: 55.8470191956, propagate_backward_time: 85.9869613647, weight_update_time: 0.1556456834, other_time: 3.3122177124
epoch time: 12.0524940491s, input_fired_time: 0.2191647440, output_fired_time: 0.0000000000, propagate_forward_time: 11.2475910187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857381821
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       821.83771, best error:       690.23969 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 148.2027740479s, input_fired_time: 1.7465136051, output_fired_time: 1.6092815399, propagate_forward_time: 55.6690444946, propagate_backward_time: 85.8992462158, weight_update_time: 0.1547118276, other_time: 3.2786788940
epoch time: 12.1196422577s, input_fired_time: 0.2216126025, output_fired_time: 0.0000000000, propagate_forward_time: 11.3064413071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915880203
validation[          , genome  7125] predictions:    9739/  10000 (97.39%), best:    9798/10000 (97.98%), error:       899.53430, best error:       690.23969 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 148.2235870361s, input_fired_time: 1.7540434599, output_fired_time: 1.6156444550, propagate_forward_time: 55.7039871216, propagate_backward_time: 85.8378982544, weight_update_time: 0.1561142504, other_time: 3.3120117188
epoch time: 12.0240049362s, input_fired_time: 0.2191765159, output_fired_time: 0.0000000000, propagate_forward_time: 11.2189617157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858669281
validation[          , genome  7125] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       726.16626, best error:       690.23969 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 149.3856964111s, input_fired_time: 1.7562761307, output_fired_time: 1.6233608723, propagate_forward_time: 56.2384414673, propagate_backward_time: 86.4755325317, weight_update_time: 0.1557598710, other_time: 3.2920837402
epoch time: 12.0620994568s, input_fired_time: 0.2205942124, output_fired_time: 0.0000000000, propagate_forward_time: 11.2537736893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877313614
validation[          , genome  7125] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       729.45190, best error:       690.23969 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 148.8929748535s, input_fired_time: 1.7575939894, output_fired_time: 1.6189723015, propagate_forward_time: 55.9300193787, propagate_backward_time: 86.2693786621, weight_update_time: 0.1561520398, other_time: 3.3170013428
epoch time: 12.0274839401s, input_fired_time: 0.2206669599, output_fired_time: 0.0000000000, propagate_forward_time: 11.2157964706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910205841
validation[          , genome  7125] predictions:    9762/  10000 (97.62%), best:    9798/10000 (97.98%), error:       775.29962, best error:       690.23969 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 148.6840209961s, input_fired_time: 1.7581547499, output_fired_time: 1.6136640310, propagate_forward_time: 55.9149169922, propagate_backward_time: 86.0730361938, weight_update_time: 0.1565058827, other_time: 3.3242568970
epoch time: 11.9960536957s, input_fired_time: 0.2216151804, output_fired_time: 0.0000000000, propagate_forward_time: 11.1908893585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835494995
validation[          , genome  7125] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       813.11285, best error:       690.23969 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 148.4608154297s, input_fired_time: 1.7615258694, output_fired_time: 1.6139192581, propagate_forward_time: 55.8766365051, propagate_backward_time: 85.8937072754, weight_update_time: 0.1560512483, other_time: 3.3150329590
epoch time: 11.9465217590s, input_fired_time: 0.2204913050, output_fired_time: 0.0000000000, propagate_forward_time: 11.1302480698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957822800
validation[          , genome  7125] predictions:    9751/  10000 (97.51%), best:    9798/10000 (97.98%), error:       823.99634, best error:       690.23969 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 147.8556518555s, input_fired_time: 1.7553943396, output_fired_time: 1.6129465103, propagate_forward_time: 55.7364921570, propagate_backward_time: 85.4279785156, weight_update_time: 0.1558725685, other_time: 3.3228302002
epoch time: 12.0846567154s, input_fired_time: 0.2220815867, output_fired_time: 0.0000000000, propagate_forward_time: 11.2623300552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002454758
validation[          , genome  7125] predictions:    9720/  10000 (97.20%), best:    9798/10000 (97.98%), error:       913.52942, best error:       690.23969 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 148.7256164551s, input_fired_time: 1.7599345446, output_fired_time: 1.6208047867, propagate_forward_time: 56.0245056152, propagate_backward_time: 86.0213165283, weight_update_time: 0.1558633298, other_time: 3.2990570068
epoch time: 12.0519886017s, input_fired_time: 0.2198405862, output_fired_time: 0.0000000000, propagate_forward_time: 11.2555570602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5765905380
validation[          , genome  7125] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       841.24640, best error:       690.23969 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 149.3851623535s, input_fired_time: 1.7541803122, output_fired_time: 1.6230947971, propagate_forward_time: 56.3040161133, propagate_backward_time: 86.4498138428, weight_update_time: 0.1546370685, other_time: 3.2540588379
epoch time: 12.0429630280s, input_fired_time: 0.2195441127, output_fired_time: 0.0000000000, propagate_forward_time: 11.2411880493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822305679
validation[          , genome  7125] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       829.25104, best error:       690.23969 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 148.9337615967s, input_fired_time: 1.7633697987, output_fired_time: 1.6152962446, propagate_forward_time: 56.0693969727, propagate_backward_time: 86.1824874878, weight_update_time: 0.1564414054, other_time: 3.3032150269
epoch time: 12.0909833908s, input_fired_time: 0.2205906510, output_fired_time: 0.0000000000, propagate_forward_time: 11.2848358154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855569839
validation[          , genome  7125] predictions:    9750/  10000 (97.50%), best:    9798/10000 (97.98%), error:       791.44025, best error:       690.23969 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 148.1424560547s, input_fired_time: 1.7570739985, output_fired_time: 1.6108977795, propagate_forward_time: 55.7227210999, propagate_backward_time: 85.7545928955, weight_update_time: 0.1556626558, other_time: 3.2971649170
epoch time: 11.9689483643s, input_fired_time: 0.2188836485, output_fired_time: 0.0000000000, propagate_forward_time: 11.1668615341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832033157
validation[          , genome  7125] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       883.64917, best error:       690.23969 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 149.5073394775s, input_fired_time: 1.7685439587, output_fired_time: 1.6282430887, propagate_forward_time: 56.3175735474, propagate_backward_time: 86.4573745728, weight_update_time: 0.1572784930, other_time: 3.3356018066
epoch time: 12.0521335602s, input_fired_time: 0.2201170921, output_fired_time: 0.0000000000, propagate_forward_time: 11.2475385666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844774246
validation[          , genome  7125] predictions:    9752/  10000 (97.52%), best:    9798/10000 (97.98%), error:       836.18866, best error:       690.23969 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 148.8753967285s, input_fired_time: 1.7711445093, output_fired_time: 1.6163204908, propagate_forward_time: 56.1989936829, propagate_backward_time: 85.9495010376, weight_update_time: 0.1578452736, other_time: 3.3394393921
epoch time: 12.1311359406s, input_fired_time: 0.2238571942, output_fired_time: 0.0000000000, propagate_forward_time: 11.3134050369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938739777
validation[          , genome  7125] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       796.07104, best error:       690.23969 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 148.7582397461s, input_fired_time: 1.7626514435, output_fired_time: 1.6181100607, propagate_forward_time: 55.9773445129, propagate_backward_time: 86.0779495239, weight_update_time: 0.1567572653, other_time: 3.3221969604
epoch time: 12.0551614761s, input_fired_time: 0.2195845693, output_fired_time: 0.0000000000, propagate_forward_time: 11.2594232559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761537552
validation[          , genome  7125] predictions:    9738/  10000 (97.38%), best:    9798/10000 (97.98%), error:       888.56073, best error:       690.23969 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 148.9434204102s, input_fired_time: 1.7670059204, output_fired_time: 1.6223258972, propagate_forward_time: 56.0711975098, propagate_backward_time: 86.1603317261, weight_update_time: 0.1571684182, other_time: 3.3225631714
epoch time: 12.1302280426s, input_fired_time: 0.2235694230, output_fired_time: 0.0000000000, propagate_forward_time: 11.3173189163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893392563
validation[          , genome  7125] predictions:    9714/  10000 (97.14%), best:    9798/10000 (97.98%), error:       933.90448, best error:       690.23969 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 148.3000030518s, input_fired_time: 1.7679547071, output_fired_time: 1.6173934937, propagate_forward_time: 55.8665504456, propagate_backward_time: 85.7136230469, weight_update_time: 0.1573230028, other_time: 3.3344726563
epoch time: 12.1972751617s, input_fired_time: 0.2203376889, output_fired_time: 0.0000000000, propagate_forward_time: 11.4068965912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700407028
validation[          , genome  7125] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       757.18353, best error:       690.23969 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 148.8705444336s, input_fired_time: 1.7627161741, output_fired_time: 1.6097971201, propagate_forward_time: 55.9777946472, propagate_backward_time: 86.2095565796, weight_update_time: 0.1567644328, other_time: 3.3106765747
epoch time: 11.9070634842s, input_fired_time: 0.2201057374, output_fired_time: 0.0000000000, propagate_forward_time: 11.0958900452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910673141
validation[          , genome  7125] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       722.09680, best error:       690.23969 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 148.7684326172s, input_fired_time: 1.7693041563, output_fired_time: 1.6216062307, propagate_forward_time: 55.9785957336, propagate_backward_time: 86.0561523438, weight_update_time: 0.1565273702, other_time: 3.3427734375
epoch time: 12.0915460587s, input_fired_time: 0.2263071090, output_fired_time: 0.0000000000, propagate_forward_time: 11.2483491898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168899536
validation[          , genome  7125] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       799.00635, best error:       690.23969 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.5370483398s, input_fired_time: 1.7520116568, output_fired_time: 1.5894716978, propagate_forward_time: 54.5665550232, propagate_backward_time: 84.2884826660, weight_update_time: 0.1554712206, other_time: 3.3405151367
epoch time: 12.1334600449s, input_fired_time: 0.2213540673, output_fired_time: 0.0000000000, propagate_forward_time: 11.3261938095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859117508
validation[          , genome  7125] predictions:    9741/  10000 (97.41%), best:    9798/10000 (97.98%), error:       854.35364, best error:       690.23969 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 149.0870513916s, input_fired_time: 1.7677656412, output_fired_time: 1.6221605539, propagate_forward_time: 56.0897979736, propagate_backward_time: 86.2844085693, weight_update_time: 0.1569549590, other_time: 3.3229217529
epoch time: 11.9518899918s, input_fired_time: 0.2194580883, output_fired_time: 0.0000000000, propagate_forward_time: 11.1520061493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804262161
validation[          , genome  7125] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       794.77551, best error:       690.23969 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.0166168213s, input_fired_time: 1.7714425325, output_fired_time: 1.6226052046, propagate_forward_time: 56.1245613098, propagate_backward_time: 86.1568984985, weight_update_time: 0.1576466262, other_time: 3.3411178589
epoch time: 11.6649379730s, input_fired_time: 0.2183501422, output_fired_time: 0.0000000000, propagate_forward_time: 10.8563413620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902462006
validation[          , genome  7125] predictions:    9763/  10000 (97.63%), best:    9798/10000 (97.98%), error:       775.37488, best error:       690.23969 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 148.1137542725s, input_fired_time: 1.7636991739, output_fired_time: 1.6116898060, propagate_forward_time: 55.8982505798, propagate_backward_time: 85.5479431152, weight_update_time: 0.1559216827, other_time: 3.2921600342
epoch time: 11.7940015793s, input_fired_time: 0.2181018144, output_fired_time: 0.0000000000, propagate_forward_time: 10.9945087433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813913345
validation[          , genome  7125] predictions:    9725/  10000 (97.25%), best:    9798/10000 (97.98%), error:       857.42126, best error:       690.23969 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 148.5938873291s, input_fired_time: 1.7626404762, output_fired_time: 1.6102582216, propagate_forward_time: 55.8631172180, propagate_backward_time: 86.0374221802, weight_update_time: 0.1569774747, other_time: 3.3204574585
epoch time: 12.0852088928s, input_fired_time: 0.2221599519, output_fired_time: 0.0000000000, propagate_forward_time: 11.2784175873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846309662
validation[          , genome  7125] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       828.35321, best error:       690.23969 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.8339691162s, input_fired_time: 1.7638382912, output_fired_time: 1.6170186996, propagate_forward_time: 56.0492935181, propagate_backward_time: 86.1182174683, weight_update_time: 0.1560200006, other_time: 3.2855987549
epoch time: 12.1290922165s, input_fired_time: 0.2221972644, output_fired_time: 0.0000000000, propagate_forward_time: 11.3162708282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906238556
validation[          , genome  7125] predictions:    9735/  10000 (97.35%), best:    9798/10000 (97.98%), error:       854.34961, best error:       690.23969 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 147.8878173828s, input_fired_time: 1.7595314980, output_fired_time: 1.6076709032, propagate_forward_time: 55.6497421265, propagate_backward_time: 85.5427703857, weight_update_time: 0.1560932249, other_time: 3.3281021118
epoch time: 12.0953483582s, input_fired_time: 0.2222244292, output_fired_time: 0.0000000000, propagate_forward_time: 11.2821817398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909423828
validation[          , genome  7125] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       805.50397, best error:       690.23969 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.0168304443s, input_fired_time: 1.7651326656, output_fired_time: 1.6135421991, propagate_forward_time: 56.0700263977, propagate_backward_time: 86.2698059082, weight_update_time: 0.1559882313, other_time: 3.2983245850
epoch time: 12.0962409973s, input_fired_time: 0.2224722356, output_fired_time: 0.0000000000, propagate_forward_time: 11.2855672836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882015228
validation[          , genome  7125] predictions:    9709/  10000 (97.09%), best:    9798/10000 (97.98%), error:       924.72485, best error:       690.23969 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 148.7566528320s, input_fired_time: 1.7641038895, output_fired_time: 1.6145682335, propagate_forward_time: 56.0160827637, propagate_backward_time: 86.0593872070, weight_update_time: 0.1560118496, other_time: 3.3025207520
epoch time: 12.0771617889s, input_fired_time: 0.2220667154, output_fired_time: 0.0000000000, propagate_forward_time: 11.2741785049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5809164047
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       790.84064, best error:       690.23969 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 148.7258911133s, input_fired_time: 1.7690634727, output_fired_time: 1.6126090288, propagate_forward_time: 55.9970397949, propagate_backward_time: 86.0279998779, weight_update_time: 0.1565862298, other_time: 3.3191833496
epoch time: 11.9327230453s, input_fired_time: 0.2204667032, output_fired_time: 0.0000000000, propagate_forward_time: 11.1303606033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818958282
validation[          , genome  7125] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       810.10413, best error:       690.23969 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 148.6100921631s, input_fired_time: 1.7636384964, output_fired_time: 1.6113712788, propagate_forward_time: 55.9148788452, propagate_backward_time: 86.0109481812, weight_update_time: 0.1561086178, other_time: 3.3092498779
epoch time: 11.9250612259s, input_fired_time: 0.2206899673, output_fired_time: 0.0000000000, propagate_forward_time: 11.1187152863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856561661
validation[          , genome  7125] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       752.69434, best error:       690.23969 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 148.1858825684s, input_fired_time: 1.7621332407, output_fired_time: 1.6140229702, propagate_forward_time: 55.7540397644, propagate_backward_time: 85.7685165405, weight_update_time: 0.1549211740, other_time: 3.2871627808
epoch time: 12.0521755219s, input_fired_time: 0.2221061587, output_fired_time: 0.0000000000, propagate_forward_time: 11.2435646057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5865049362
validation[          , genome  7125] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       769.65179, best error:       690.23969 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 148.5342254639s, input_fired_time: 1.7628563643, output_fired_time: 1.6092863083, propagate_forward_time: 55.9522781372, propagate_backward_time: 85.9454879761, weight_update_time: 0.1545474231, other_time: 3.2643127441
epoch time: 11.9398164749s, input_fired_time: 0.2223237306, output_fired_time: 0.0000000000, propagate_forward_time: 11.1260881424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914049149
validation[          , genome  7125] predictions:    9746/  10000 (97.46%), best:    9798/10000 (97.98%), error:       814.37146, best error:       690.23969 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 148.5010681152s, input_fired_time: 1.7659204006, output_fired_time: 1.6156708002, propagate_forward_time: 55.8914718628, propagate_backward_time: 85.9515762329, weight_update_time: 0.1550451368, other_time: 3.2764282227
epoch time: 12.0944967270s, input_fired_time: 0.2220278084, output_fired_time: 0.0000000000, propagate_forward_time: 11.2760496140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964193344
validation[          , genome  7125] predictions:    9556/  10000 (95.56%), best:    9798/10000 (97.98%), error:      1379.65503, best error:       690.23969 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 148.5250549316s, input_fired_time: 1.7566685677, output_fired_time: 1.6125918627, propagate_forward_time: 55.9091415405, propagate_backward_time: 85.9746093750, weight_update_time: 0.1551736444, other_time: 3.2720413208
epoch time: 11.7454299927s, input_fired_time: 0.2177280486, output_fired_time: 0.0000000000, propagate_forward_time: 10.9599313736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677709579
validation[          , genome  7125] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       794.53009, best error:       690.23969 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 149.0353851318s, input_fired_time: 1.7693096399, output_fired_time: 1.6167480946, propagate_forward_time: 56.1881294250, propagate_backward_time: 86.1665802002, weight_update_time: 0.1556615829, other_time: 3.2946319580
epoch time: 11.8947172165s, input_fired_time: 0.2243190110, output_fired_time: 0.0000000000, propagate_forward_time: 11.0750780106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953197479
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       801.51575, best error:       690.23969 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 148.8633422852s, input_fired_time: 1.7668259144, output_fired_time: 1.6188033819, propagate_forward_time: 56.1175193787, propagate_backward_time: 86.0664291382, weight_update_time: 0.1555013359, other_time: 3.2937545776
epoch time: 11.8011980057s, input_fired_time: 0.2198277265, output_fired_time: 0.0000000000, propagate_forward_time: 10.9939708710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873994827
validation[          , genome  7125] predictions:    9758/  10000 (97.58%), best:    9798/10000 (97.98%), error:       792.35706, best error:       690.23969 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 148.9941558838s, input_fired_time: 1.7676604986, output_fired_time: 1.6173415184, propagate_forward_time: 56.1735420227, propagate_backward_time: 86.1529922485, weight_update_time: 0.1553610265, other_time: 3.2826309204
epoch time: 12.0154781342s, input_fired_time: 0.2202491313, output_fired_time: 0.0000000000, propagate_forward_time: 11.2242727280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709562302
validation[          , genome  7125] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       793.87115, best error:       690.23969 on epoch:    61, 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: 60.1748161316s, input_fired_time: 1.0980268717, output_fired_time: 0.0000000000, propagate_forward_time: 56.0459365845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0308532715
best training[          , genome  7125] predictions:   49628/  50000 (99.26%), best:    9798/10000 (97.98%), error:      1511.97998, best error:       690.23969 on epoch:    61, 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: 12.0246353149s, input_fired_time: 0.2180055529, output_fired_time: 0.0000000000, propagate_forward_time: 11.2173309326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892992020
   testing[          , genome  7125] predictions:    9800/  10000 (98.00%), best:    9798/10000 (97.98%), error:       683.55774, best error:       690.23969 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:48:52 (5640): called boinc_finish(0)

</stderr_txt>
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