Nameexact_genome_1517574602_57_18270_2
Workunit2990693
Created9 Feb 2018, 7:22:09 UTC
Sent9 Feb 2018, 8:00:11 UTC
Report deadline22 Mar 2018, 6:20:10 UTC
Received10 Feb 2018, 6:19:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID72628
Run time18 hours 29 min 2 sec
CPU time18 hours 28 min 54 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size172.06 MB
Peak swap size173.76 MB
Peak disk usage2.51 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
00000, other_time: 4.4344291687
validation[          , genome 18270] predictions:    9818/  10000 (98.18%), best:    9861/10000 (98.61%), error:       590.39148, best error:       476.29828 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 603.3603515625s, input_fired_time: 9.9056549072, output_fired_time: 9.1617212296, propagate_forward_time: 245.9244689941, propagate_backward_time: 315.1324462891, weight_update_time: 1.3320677280, other_time: 23.2360534668
epoch time: 54.7435417175s, input_fired_time: 1.4029860497, output_fired_time: 0.0000000000, propagate_forward_time: 49.3105964661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0299606323
validation[          , genome 18270] predictions:    9833/  10000 (98.33%), best:    9861/10000 (98.61%), error:       508.49625, best error:       476.29828 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 603.6650390625s, input_fired_time: 9.9059629440, output_fired_time: 9.1371774673, propagate_forward_time: 246.0561218262, propagate_backward_time: 315.2835083008, weight_update_time: 1.3221261501, other_time: 23.2822570801
epoch time: 54.9792366028s, input_fired_time: 1.4031292200, output_fired_time: 0.0000000000, propagate_forward_time: 49.2929840088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2831230164
validation[          , genome 18270] predictions:    9778/  10000 (97.78%), best:    9861/10000 (98.61%), error:       671.02740, best error:       476.29828 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 604.0112915039s, input_fired_time: 9.9605903625, output_fired_time: 9.1791076660, propagate_forward_time: 246.1770324707, propagate_backward_time: 315.4109802246, weight_update_time: 1.3340220451, other_time: 23.2835693359
epoch time: 54.8491058350s, input_fired_time: 1.4166460037, output_fired_time: 0.0000000000, propagate_forward_time: 49.3062362671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1262245178
validation[          , genome 18270] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       448.77777, best error:       448.77777 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 603.7564086914s, input_fired_time: 9.8975296021, output_fired_time: 9.1674156189, propagate_forward_time: 246.1369628906, propagate_backward_time: 315.3525390625, weight_update_time: 1.3259398937, other_time: 23.2019653320
epoch time: 55.2712783813s, input_fired_time: 1.4664456844, output_fired_time: 0.0000000000, propagate_forward_time: 49.3578987122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4469337463
validation[          , genome 18270] predictions:    9800/  10000 (98.00%), best:    9863/10000 (98.63%), error:       631.31696, best error:       448.77777 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 603.8397216797s, input_fired_time: 9.9565458298, output_fired_time: 9.1620426178, propagate_forward_time: 246.1118927002, propagate_backward_time: 315.3296508789, weight_update_time: 1.3305121660, other_time: 23.2796020508
epoch time: 55.1508293152s, input_fired_time: 1.4640052319, output_fired_time: 0.0000000000, propagate_forward_time: 49.3707046509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3161201477
validation[          , genome 18270] predictions:    9853/  10000 (98.53%), best:    9863/10000 (98.63%), error:       475.27090, best error:       448.77777 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 603.3086547852s, input_fired_time: 9.8775167465, output_fired_time: 9.1304779053, propagate_forward_time: 246.0068664551, propagate_backward_time: 315.1801757812, weight_update_time: 1.3278170824, other_time: 23.1136169434
epoch time: 54.8683395386s, input_fired_time: 1.3917553425, output_fired_time: 0.0000000000, propagate_forward_time: 49.2835464478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1930389404
validation[          , genome 18270] predictions:    9864/  10000 (98.64%), best:    9863/10000 (98.63%), error:       450.42184, best error:       448.77777 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 603.4624633789s, input_fired_time: 9.9025888443, output_fired_time: 9.1469841003, propagate_forward_time: 246.0270233154, propagate_backward_time: 315.1823425293, weight_update_time: 1.3216614723, other_time: 23.2035217285
epoch time: 55.2619590759s, input_fired_time: 1.5007063150, output_fired_time: 0.0000000000, propagate_forward_time: 49.4192390442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3420143127
validation[          , genome 18270] predictions:    9850/  10000 (98.50%), best:    9863/10000 (98.63%), error:       467.63382, best error:       448.77777 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 603.3494873047s, input_fired_time: 9.9176712036, output_fired_time: 9.1192274094, propagate_forward_time: 246.0158386230, propagate_backward_time: 315.1013488770, weight_update_time: 1.3256878853, other_time: 23.1954345703
epoch time: 54.7604484558s, input_fired_time: 1.4057043791, output_fired_time: 0.0000000000, propagate_forward_time: 49.2577400208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0970039368
validation[          , genome 18270] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       424.87668, best error:       424.87668 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 603.4061279297s, input_fired_time: 9.9348115921, output_fired_time: 9.1383237839, propagate_forward_time: 245.9743347168, propagate_backward_time: 315.0317687988, weight_update_time: 1.3274585009, other_time: 23.3269042969
epoch time: 55.1062622070s, input_fired_time: 1.5074131489, output_fired_time: 0.0000000000, propagate_forward_time: 49.3923721313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2064781189
validation[          , genome 18270] predictions:    9844/  10000 (98.44%), best:    9867/10000 (98.67%), error:       459.28394, best error:       424.87668 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 602.8507080078s, input_fired_time: 9.9044437408, output_fired_time: 9.1434173584, propagate_forward_time: 245.7663116455, propagate_backward_time: 314.8128356934, weight_update_time: 1.3252083063, other_time: 23.2237243652
epoch time: 54.8798561096s, input_fired_time: 1.4220379591, output_fired_time: 0.0000000000, propagate_forward_time: 49.2599792480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1978378296
validation[          , genome 18270] predictions:    9836/  10000 (98.36%), best:    9867/10000 (98.67%), error:       487.09286, best error:       424.87668 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 602.7596435547s, input_fired_time: 9.9001741409, output_fired_time: 9.1141414642, propagate_forward_time: 245.7961883545, propagate_backward_time: 314.7891235352, weight_update_time: 1.3305342197, other_time: 23.1600341797
epoch time: 55.0693130493s, input_fired_time: 1.4385666847, output_fired_time: 0.0000000000, propagate_forward_time: 49.2912101746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3395347595
validation[          , genome 18270] predictions:    9860/  10000 (98.60%), best:    9867/10000 (98.67%), error:       425.24542, best error:       424.87668 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 603.1179199219s, input_fired_time: 9.9181165695, output_fired_time: 9.1993618011, propagate_forward_time: 245.8042144775, propagate_backward_time: 314.8576049805, weight_update_time: 1.3291679621, other_time: 23.3386840820
epoch time: 54.9626846313s, input_fired_time: 1.4110357761, output_fired_time: 0.0000000000, propagate_forward_time: 49.2434501648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3081970215
validation[          , genome 18270] predictions:    9854/  10000 (98.54%), best:    9867/10000 (98.67%), error:       461.92636, best error:       424.87668 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 602.7962646484s, input_fired_time: 9.9093198776, output_fired_time: 9.1180143356, propagate_forward_time: 245.7977905273, propagate_backward_time: 314.7685241699, weight_update_time: 1.3282507658, other_time: 23.2026062012
epoch time: 54.9687042236s, input_fired_time: 1.4162091017, output_fired_time: 0.0000000000, propagate_forward_time: 49.2306632996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3218307495
validation[          , genome 18270] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       392.34766, best error:       392.34766 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 603.1611938477s, input_fired_time: 9.9708290100, output_fired_time: 9.1937665939, propagate_forward_time: 245.8840179443, propagate_backward_time: 314.8486938477, weight_update_time: 1.3281550407, other_time: 23.2638549805
epoch time: 54.9424476624s, input_fired_time: 1.4498672485, output_fired_time: 0.0000000000, propagate_forward_time: 49.2679138184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2246665955
validation[          , genome 18270] predictions:    9848/  10000 (98.48%), best:    9867/10000 (98.67%), error:       491.15167, best error:       392.34766 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 602.7815551758s, input_fired_time: 9.9124488831, output_fired_time: 9.1228427887, propagate_forward_time: 245.8130187988, propagate_backward_time: 314.7932128906, weight_update_time: 1.3259906769, other_time: 23.1399841309
epoch time: 54.8306655884s, input_fired_time: 1.4558919668, output_fired_time: 0.0000000000, propagate_forward_time: 49.3165435791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0582313538
validation[          , genome 18270] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       420.74573, best error:       392.34766 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 603.9102783203s, input_fired_time: 9.9856491089, output_fired_time: 9.2095680237, propagate_forward_time: 246.1941833496, propagate_backward_time: 315.2858581543, weight_update_time: 1.3276689053, other_time: 23.2349853516
epoch time: 54.9385643005s, input_fired_time: 1.4241051674, output_fired_time: 0.0000000000, propagate_forward_time: 49.3001899719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2142677307
validation[          , genome 18270] predictions:    9818/  10000 (98.18%), best:    9867/10000 (98.67%), error:       571.20081, best error:       392.34766 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 603.7138671875s, input_fired_time: 9.9442358017, output_fired_time: 9.1522331238, propagate_forward_time: 246.1464996338, propagate_backward_time: 315.1606445312, weight_update_time: 1.3303128481, other_time: 23.3103027344
epoch time: 54.9007263184s, input_fired_time: 1.4070537090, output_fired_time: 0.0000000000, propagate_forward_time: 49.3086547852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1850166321
validation[          , genome 18270] predictions:    9801/  10000 (98.01%), best:    9867/10000 (98.67%), error:       662.82892, best error:       392.34766 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 603.6373291016s, input_fired_time: 9.9240064621, output_fired_time: 9.1787471771, propagate_forward_time: 246.1583709717, propagate_backward_time: 315.2152709961, weight_update_time: 1.3331143856, other_time: 23.1608886719
epoch time: 54.7697715759s, input_fired_time: 1.3911000490, output_fired_time: 0.0000000000, propagate_forward_time: 49.2983894348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0802803040
validation[          , genome 18270] predictions:    9864/  10000 (98.64%), best:    9867/10000 (98.67%), error:       449.34305, best error:       392.34766 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 603.1321411133s, input_fired_time: 9.9335536957, output_fired_time: 9.1431102753, propagate_forward_time: 245.8896331787, propagate_backward_time: 314.8368225098, weight_update_time: 1.3255282640, other_time: 23.3290100098
epoch time: 54.8221168518s, input_fired_time: 1.4127681255, output_fired_time: 0.0000000000, propagate_forward_time: 49.2232322693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1861152649
validation[          , genome 18270] predictions:    9832/  10000 (98.32%), best:    9867/10000 (98.67%), error:       525.54138, best error:       392.34766 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 603.3066406250s, input_fired_time: 9.9860181808, output_fired_time: 9.2004089355, propagate_forward_time: 245.9542694092, propagate_backward_time: 314.9114685059, weight_update_time: 1.3258972168, other_time: 23.2544860840
epoch time: 55.0072746277s, input_fired_time: 1.4203110933, output_fired_time: 0.0000000000, propagate_forward_time: 49.2604751587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3264884949
validation[          , genome 18270] predictions:    9872/  10000 (98.72%), best:    9867/10000 (98.67%), error:       412.75223, best error:       392.34766 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 603.1135864258s, input_fired_time: 9.9714536667, output_fired_time: 9.1295795441, propagate_forward_time: 245.8881683350, propagate_backward_time: 314.7498474121, weight_update_time: 1.3341182470, other_time: 23.3745422363
epoch time: 54.9410171509s, input_fired_time: 1.4247181416, output_fired_time: 0.0000000000, propagate_forward_time: 49.2358894348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2804107666
validation[          , genome 18270] predictions:    9879/  10000 (98.79%), best:    9867/10000 (98.67%), error:       420.46082, best error:       392.34766 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 603.1961059570s, input_fired_time: 9.9791917801, output_fired_time: 9.1907691956, propagate_forward_time: 245.8905944824, propagate_backward_time: 314.7859802246, weight_update_time: 1.3266861439, other_time: 23.3495483398
epoch time: 55.0009880066s, input_fired_time: 1.4265174866, output_fired_time: 0.0000000000, propagate_forward_time: 49.2369155884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3375549316
validation[          , genome 18270] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       421.79337, best error:       392.34766 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 602.7160034180s, input_fired_time: 9.9199628830, output_fired_time: 9.1077947617, propagate_forward_time: 245.7684478760, propagate_backward_time: 314.6239013672, weight_update_time: 1.3244936466, other_time: 23.2958984375
epoch time: 54.9696083069s, input_fired_time: 1.4197145700, output_fired_time: 0.0000000000, propagate_forward_time: 49.2304687500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3194236755
validation[          , genome 18270] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       380.78903, best error:       380.78903 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 603.1377563477s, input_fired_time: 9.9719781876, output_fired_time: 9.1712436676, propagate_forward_time: 245.8611297607, propagate_backward_time: 314.7178039551, weight_update_time: 1.3280926943, other_time: 23.4155578613
epoch time: 54.9393081665s, input_fired_time: 1.3946688175, output_fired_time: 0.0000000000, propagate_forward_time: 49.2144851685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3301544189
validation[          , genome 18270] predictions:    9858/  10000 (98.58%), best:    9881/10000 (98.81%), error:       445.01398, best error:       380.78903 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 602.5421142578s, input_fired_time: 9.8830347061, output_fired_time: 9.0966959000, propagate_forward_time: 245.7688598633, propagate_backward_time: 314.6405639648, weight_update_time: 1.3258016109, other_time: 23.1529541016
epoch time: 54.8709793091s, input_fired_time: 1.4374015331, output_fired_time: 0.0000000000, propagate_forward_time: 49.2405548096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1930236816
validation[          , genome 18270] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       376.26089, best error:       376.26089 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 602.7976074219s, input_fired_time: 9.9923858643, output_fired_time: 9.1463317871, propagate_forward_time: 245.8812408447, propagate_backward_time: 314.6820983887, weight_update_time: 1.3322399855, other_time: 23.0956115723
epoch time: 55.0589599609s, input_fired_time: 1.4338800907, output_fired_time: 0.0000000000, propagate_forward_time: 49.2552871704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3697929382
validation[          , genome 18270] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       349.41171, best error:       349.41171 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 602.5158691406s, input_fired_time: 9.8991050720, output_fired_time: 9.1144256592, propagate_forward_time: 245.7808380127, propagate_backward_time: 314.6360168457, weight_update_time: 1.3316996098, other_time: 23.0854797363
epoch time: 54.9067382812s, input_fired_time: 1.4198338985, output_fired_time: 0.0000000000, propagate_forward_time: 49.2261657715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2607383728
validation[          , genome 18270] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       377.41693, best error:       349.41171 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 600.8399658203s, input_fired_time: 9.6704378128, output_fired_time: 8.7952718735, propagate_forward_time: 245.6959533691, propagate_backward_time: 314.3787231445, weight_update_time: 1.3060475588, other_time: 22.2995910645
epoch time: 54.8264770508s, input_fired_time: 1.3930715322, output_fired_time: 0.0000000000, propagate_forward_time: 49.2671508789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1662559509
validation[          , genome 18270] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       427.50873, best error:       349.41171 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 602.3383178711s, input_fired_time: 9.7700252533, output_fired_time: 8.9001302719, propagate_forward_time: 246.1900939941, propagate_backward_time: 314.9944763184, weight_update_time: 1.3172204494, other_time: 22.4835815430
epoch time: 54.7637481689s, input_fired_time: 1.3949061632, output_fired_time: 0.0000000000, propagate_forward_time: 49.2670822144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1017608643
validation[          , genome 18270] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       391.64798, best error:       349.41171 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 601.5054931641s, input_fired_time: 9.7573213577, output_fired_time: 8.8577604294, propagate_forward_time: 245.7754516602, propagate_backward_time: 314.4758300781, weight_update_time: 1.3131798506, other_time: 22.6390991211
epoch time: 54.7754516602s, input_fired_time: 1.4099321365, output_fired_time: 0.0000000000, propagate_forward_time: 49.2380485535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1274719238
validation[          , genome 18270] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       346.18726, best error:       346.18726 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 599.8217773438s, input_fired_time: 9.7392139435, output_fired_time: 8.7958354950, propagate_forward_time: 245.2680358887, propagate_backward_time: 313.5450744629, weight_update_time: 1.3065176010, other_time: 22.4736328125
epoch time: 54.5681114197s, input_fired_time: 1.3788741827, output_fired_time: 0.0000000000, propagate_forward_time: 49.1088905334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0803451538
validation[          , genome 18270] predictions:    9876/  10000 (98.76%), best:    9887/10000 (98.87%), error:       397.58426, best error:       346.18726 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 599.4874267578s, input_fired_time: 9.6998119354, output_fired_time: 8.8240938187, propagate_forward_time: 245.1089630127, propagate_backward_time: 313.4443054199, weight_update_time: 1.3026077747, other_time: 22.4102478027
epoch time: 54.6780319214s, input_fired_time: 1.3965928555, output_fired_time: 0.0000000000, propagate_forward_time: 49.1336441040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1477966309
validation[          , genome 18270] predictions:    9852/  10000 (98.52%), best:    9887/10000 (98.87%), error:       445.23758, best error:       346.18726 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 599.2263793945s, input_fired_time: 9.6371364594, output_fired_time: 8.7662868500, propagate_forward_time: 245.0942687988, propagate_backward_time: 313.4200134277, weight_update_time: 1.2995570898, other_time: 22.3086547852
epoch time: 54.5739440918s, input_fired_time: 1.3830494881, output_fired_time: 0.0000000000, propagate_forward_time: 49.0851097107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1057853699
validation[          , genome 18270] predictions:    9867/  10000 (98.67%), best:    9887/10000 (98.87%), error:       407.35983, best error:       346.18726 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 599.0310668945s, input_fired_time: 9.6901245117, output_fired_time: 8.7683753967, propagate_forward_time: 244.9878540039, propagate_backward_time: 313.2068786621, weight_update_time: 1.3042135239, other_time: 22.3778381348
epoch time: 54.7022056580s, input_fired_time: 1.4053028822, output_fired_time: 0.0000000000, propagate_forward_time: 49.1128540039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1840476990
validation[          , genome 18270] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       346.68558, best error:       346.18726 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 598.7175292969s, input_fired_time: 9.6415920258, output_fired_time: 8.7373638153, propagate_forward_time: 244.8946533203, propagate_backward_time: 313.0929565430, weight_update_time: 1.2984529734, other_time: 22.3509521484
epoch time: 54.6713256836s, input_fired_time: 1.3880745173, output_fired_time: 0.0000000000, propagate_forward_time: 49.1047096252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1785430908
validation[          , genome 18270] predictions:    9862/  10000 (98.62%), best:    9887/10000 (98.87%), error:       422.30936, best error:       346.18726 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 599.0850219727s, input_fired_time: 9.6952867508, output_fired_time: 8.7722969055, propagate_forward_time: 245.0109252930, propagate_backward_time: 313.1664123535, weight_update_time: 1.3025668859, other_time: 22.4400939941
epoch time: 54.6516304016s, input_fired_time: 1.3979388475, output_fired_time: 0.0000000000, propagate_forward_time: 49.0910720825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1626205444
validation[          , genome 18270] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       363.33969, best error:       346.18726 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 599.1380615234s, input_fired_time: 9.7195777893, output_fired_time: 8.7466297150, propagate_forward_time: 245.0323333740, propagate_backward_time: 313.1693420410, weight_update_time: 1.3061506748, other_time: 22.4701232910
epoch time: 54.5701217651s, input_fired_time: 1.3965065479, output_fired_time: 0.0000000000, propagate_forward_time: 49.0838508606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0897636414
validation[          , genome 18270] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       305.46707, best error:       305.46707 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 598.6315917969s, input_fired_time: 9.6366491318, output_fired_time: 8.7473344803, propagate_forward_time: 244.8840789795, propagate_backward_time: 313.0577697754, weight_update_time: 1.3020615578, other_time: 22.3057556152
epoch time: 54.5287322998s, input_fired_time: 1.3823426962, output_fired_time: 0.0000000000, propagate_forward_time: 49.0656166077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0807723999
validation[          , genome 18270] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       360.36288, best error:       305.46707 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 599.0125122070s, input_fired_time: 9.6850986481, output_fired_time: 8.7526130676, propagate_forward_time: 244.9814605713, propagate_backward_time: 313.1924438477, weight_update_time: 1.3016589880, other_time: 22.4008789062
epoch time: 54.5211334229s, input_fired_time: 1.3760086298, output_fired_time: 0.0000000000, propagate_forward_time: 49.0599250793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0852012634
validation[          , genome 18270] predictions:    9875/  10000 (98.75%), best:    9910/10000 (99.10%), error:       367.35153, best error:       305.46707 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 598.7120361328s, input_fired_time: 9.6567354202, output_fired_time: 8.7238006592, propagate_forward_time: 244.9156494141, propagate_backward_time: 313.0773925781, weight_update_time: 1.3018764257, other_time: 22.3384399414
epoch time: 54.5408859253s, input_fired_time: 1.3849413395, output_fired_time: 0.0000000000, propagate_forward_time: 49.0707511902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0851936340
validation[          , genome 18270] predictions:    9875/  10000 (98.75%), best:    9910/10000 (99.10%), error:       390.54016, best error:       305.46707 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 598.3408203125s, input_fired_time: 9.6301784515, output_fired_time: 8.6828727722, propagate_forward_time: 244.9256439209, propagate_backward_time: 313.0785827637, weight_update_time: 1.2944172621, other_time: 22.0235290527
epoch time: 54.5706176758s, input_fired_time: 1.3743339777, output_fired_time: 0.0000000000, propagate_forward_time: 49.0951652527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1011199951
validation[          , genome 18270] predictions:    9870/  10000 (98.70%), best:    9910/10000 (99.10%), error:       374.15927, best error:       305.46707 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 597.6097412109s, input_fired_time: 9.4963607788, output_fired_time: 8.5232591629, propagate_forward_time: 244.8289947510, propagate_backward_time: 313.0307312012, weight_update_time: 1.2913709879, other_time: 21.7304382324
epoch time: 54.3346176147s, input_fired_time: 1.3585026264, output_fired_time: 0.0000000000, propagate_forward_time: 49.0393028259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9368133545
validation[          , genome 18270] predictions:    9881/  10000 (98.81%), best:    9910/10000 (99.10%), error:       355.69812, best error:       305.46707 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 596.3513183594s, input_fired_time: 9.3791399002, output_fired_time: 8.4017581940, propagate_forward_time: 244.5166778564, propagate_backward_time: 312.6200866699, weight_update_time: 1.2824816704, other_time: 21.4336853027
epoch time: 54.2856407166s, input_fired_time: 1.3409130573, output_fired_time: 0.0000000000, propagate_forward_time: 49.0139465332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9307823181
validation[          , genome 18270] predictions:    9879/  10000 (98.79%), best:    9910/10000 (99.10%), error:       415.60788, best error:       305.46707 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 596.6126708984s, input_fired_time: 9.4555654526, output_fired_time: 8.4178419113, propagate_forward_time: 244.5966949463, propagate_backward_time: 312.6954956055, weight_update_time: 1.2891502380, other_time: 21.4470825195
epoch time: 54.3211479187s, input_fired_time: 1.3431965113, output_fired_time: 0.0000000000, propagate_forward_time: 49.0081100464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9698410034
validation[          , genome 18270] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       330.45309, best error:       305.46707 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 597.0327758789s, input_fired_time: 9.4577283859, output_fired_time: 8.4578227997, propagate_forward_time: 244.7172851562, propagate_backward_time: 312.8769226074, weight_update_time: 1.2899663448, other_time: 21.5230407715
epoch time: 54.5896415710s, input_fired_time: 1.3736861944, output_fired_time: 0.0000000000, propagate_forward_time: 49.0782585144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1376953125
validation[          , genome 18270] predictions:    9868/  10000 (98.68%), best:    9910/10000 (99.10%), error:       397.98297, best error:       305.46707 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 597.1703491211s, input_fired_time: 9.4773874283, output_fired_time: 8.4603042603, propagate_forward_time: 244.7695770264, propagate_backward_time: 312.9527893066, weight_update_time: 1.2889986038, other_time: 21.5102233887
epoch time: 54.4438095093s, input_fired_time: 1.3365240097, output_fired_time: 0.0000000000, propagate_forward_time: 49.1502342224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9570503235
validation[          , genome 18270] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       317.30185, best error:       305.46707 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 597.1662597656s, input_fired_time: 9.4544363022, output_fired_time: 8.4581232071, propagate_forward_time: 244.8274078369, propagate_backward_time: 312.9682617188, weight_update_time: 1.2849929333, other_time: 21.4580688477
epoch time: 54.5068397522s, input_fired_time: 1.3952598572, output_fired_time: 0.0000000000, propagate_forward_time: 49.1278266907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9837532043
validation[          , genome 18270] predictions:    9891/  10000 (98.91%), best:    9910/10000 (99.10%), error:       326.93463, best error:       305.46707 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 597.5264282227s, input_fired_time: 9.4683055878, output_fired_time: 8.5073537827, propagate_forward_time: 244.8870697021, propagate_backward_time: 313.0926208496, weight_update_time: 1.2885588408, other_time: 21.5710754395
epoch time: 54.2136116028s, input_fired_time: 1.3225808144, output_fired_time: 0.0000000000, propagate_forward_time: 49.0679283142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8231010437
validation[          , genome 18270] predictions:    9889/  10000 (98.89%), best:    9910/10000 (99.10%), error:       333.44739, best error:       305.46707 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 598.4938354492s, input_fired_time: 9.5653371811, output_fired_time: 8.5967979431, propagate_forward_time: 245.0465393066, propagate_backward_time: 313.3988342285, weight_update_time: 1.3010630608, other_time: 21.8863525391
epoch time: 54.2454032898s, input_fired_time: 1.3350473642, output_fired_time: 0.0000000000, propagate_forward_time: 49.0640983582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8462562561
validation[          , genome 18270] predictions:    9893/  10000 (98.93%), best:    9910/10000 (99.10%), error:       338.63214, best error:       305.46707 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 598.3650512695s, input_fired_time: 9.5646467209, output_fired_time: 8.6252260208, propagate_forward_time: 245.0191345215, propagate_backward_time: 313.3859252930, weight_update_time: 1.2965037823, other_time: 21.7701110840
epoch time: 54.3577270508s, input_fired_time: 1.3901929855, output_fired_time: 0.0000000000, propagate_forward_time: 49.1193428040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8481903076
validation[          , genome 18270] predictions:    9902/  10000 (99.02%), best:    9910/10000 (99.10%), error:       317.60153, best error:       305.46707 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 598.5687255859s, input_fired_time: 9.5523481369, output_fired_time: 8.6055164337, propagate_forward_time: 245.0445098877, propagate_backward_time: 313.4084167480, weight_update_time: 1.2964677811, other_time: 21.9579162598
epoch time: 54.7329750061s, input_fired_time: 1.4656417370, output_fired_time: 0.0000000000, propagate_forward_time: 49.2393074036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0280265808
validation[          , genome 18270] predictions:    9879/  10000 (98.79%), best:    9910/10000 (99.10%), error:       356.01126, best error:       305.46707 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 598.2037353516s, input_fired_time: 9.5703229904, output_fired_time: 8.5956459045, propagate_forward_time: 244.9379882812, propagate_backward_time: 313.2278442383, weight_update_time: 1.2950891256, other_time: 21.8719482422
epoch time: 54.5066986084s, input_fired_time: 1.3667557240, output_fired_time: 0.0000000000, propagate_forward_time: 49.0611305237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0788116455
validation[          , genome 18270] predictions:    9881/  10000 (98.81%), best:    9910/10000 (99.10%), error:       357.13193, best error:       305.46707 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 598.3947143555s, input_fired_time: 9.5801200867, output_fired_time: 8.6180171967, propagate_forward_time: 244.9801330566, propagate_backward_time: 313.3085632324, weight_update_time: 1.2918226719, other_time: 21.9078369141
epoch time: 54.2327117920s, input_fired_time: 1.3356440067, output_fired_time: 0.0000000000, propagate_forward_time: 49.0417289734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8553390503
validation[          , genome 18270] predictions:    9868/  10000 (98.68%), best:    9910/10000 (99.10%), error:       419.38956, best error:       305.46707 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 598.1958007812s, input_fired_time: 9.5549144745, output_fired_time: 8.5998802185, propagate_forward_time: 244.8958587646, propagate_backward_time: 313.2166137695, weight_update_time: 1.2931417227, other_time: 21.9285278320
epoch time: 54.5644035339s, input_fired_time: 1.3627618551, output_fired_time: 0.0000000000, propagate_forward_time: 49.0522117615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1494293213
validation[          , genome 18270] predictions:    9896/  10000 (98.96%), best:    9910/10000 (99.10%), error:       334.61710, best error:       305.46707 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 600.7993774414s, input_fired_time: 9.7269210815, output_fired_time: 8.8493270874, propagate_forward_time: 245.5291290283, propagate_backward_time: 314.1016540527, weight_update_time: 1.3050971031, other_time: 22.5923767090
epoch time: 54.8511505127s, input_fired_time: 1.4252402782, output_fired_time: 0.0000000000, propagate_forward_time: 49.2286224365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1972885132
validation[          , genome 18270] predictions:    9875/  10000 (98.75%), best:    9910/10000 (99.10%), error:       380.79684, best error:       305.46707 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 601.5064697266s, input_fired_time: 9.8642244339, output_fired_time: 8.9492340088, propagate_forward_time: 245.7167663574, propagate_backward_time: 314.2641601562, weight_update_time: 1.3162136078, other_time: 22.7121276855
epoch time: 54.8628959656s, input_fired_time: 1.4249008894, output_fired_time: 0.0000000000, propagate_forward_time: 49.2313156128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2066802979
validation[          , genome 18270] predictions:    9879/  10000 (98.79%), best:    9910/10000 (99.10%), error:       341.86517, best error:       305.46707 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 601.4136962891s, input_fired_time: 9.8178472519, output_fired_time: 8.9145784378, propagate_forward_time: 245.6230010986, propagate_backward_time: 314.1621093750, weight_update_time: 1.3134994507, other_time: 22.8961791992
epoch time: 55.0911560059s, input_fired_time: 1.4310959578, output_fired_time: 0.0000000000, propagate_forward_time: 49.3623199463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2977409363
validation[          , genome 18270] predictions:    9902/  10000 (99.02%), best:    9910/10000 (99.10%), error:       317.36816, best error:       305.46707 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 601.4514160156s, input_fired_time: 9.8616838455, output_fired_time: 8.8850574493, propagate_forward_time: 245.7503662109, propagate_backward_time: 314.2678222656, weight_update_time: 1.3148723841, other_time: 22.6864624023
epoch time: 54.6779975891s, input_fired_time: 1.3919689655, output_fired_time: 0.0000000000, propagate_forward_time: 49.1782760620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1077537537
validation[          , genome 18270] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       325.07007, best error:       305.46707 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 600.3316650391s, input_fired_time: 9.6972360611, output_fired_time: 8.8118114471, propagate_forward_time: 245.4306793213, propagate_backward_time: 314.0061950684, weight_update_time: 1.3111559153, other_time: 22.3857116699
epoch time: 54.5557022095s, input_fired_time: 1.3917371035, output_fired_time: 0.0000000000, propagate_forward_time: 49.1333465576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0306167603
validation[          , genome 18270] predictions:    9899/  10000 (98.99%), best:    9910/10000 (99.10%), error:       329.11176, best error:       305.46707 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 599.5922241211s, input_fired_time: 9.6669111252, output_fired_time: 8.7777776718, propagate_forward_time: 245.2131500244, propagate_backward_time: 313.7487487793, weight_update_time: 1.3021938801, other_time: 22.1856384277
epoch time: 55.0282478333s, input_fired_time: 1.4779641628, output_fired_time: 0.0000000000, propagate_forward_time: 49.3046646118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2456207275
validation[          , genome 18270] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       316.93469, best error:       305.46707 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 600.5000610352s, input_fired_time: 9.7402105331, output_fired_time: 8.9060926437, propagate_forward_time: 245.4863128662, propagate_backward_time: 314.0550842285, weight_update_time: 1.3036923409, other_time: 22.3123474121
epoch time: 54.6337318420s, input_fired_time: 1.3841409683, output_fired_time: 0.0000000000, propagate_forward_time: 49.1704483032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0791435242
validation[          , genome 18270] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       323.57852, best error:       305.46707 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 600.2375488281s, input_fired_time: 9.6967763901, output_fired_time: 8.7661857605, propagate_forward_time: 245.3818054199, propagate_backward_time: 313.9062805176, weight_update_time: 1.3065747023, other_time: 22.4865112305
epoch time: 54.7952117920s, input_fired_time: 1.4112069607, output_fired_time: 0.0000000000, propagate_forward_time: 49.1773147583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2066917419
validation[          , genome 18270] predictions:    9877/  10000 (98.77%), best:    9910/10000 (99.10%), error:       386.10980, best error:       305.46707 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 599.6737670898s, input_fired_time: 9.7209281921, output_fired_time: 8.7928791046, propagate_forward_time: 245.2654876709, propagate_backward_time: 313.7465820312, weight_update_time: 1.3041442633, other_time: 22.1478271484
epoch time: 54.6244430542s, input_fired_time: 1.3946057558, output_fired_time: 0.0000000000, propagate_forward_time: 49.1321716309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0976638794
validation[          , genome 18270] predictions:    9852/  10000 (98.52%), best:    9910/10000 (99.10%), error:       468.14014, best error:       305.46707 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 599.8743896484s, input_fired_time: 9.6863718033, output_fired_time: 8.7914285660, propagate_forward_time: 245.2576751709, propagate_backward_time: 313.7374877930, weight_update_time: 1.3097722530, other_time: 22.4013671875
epoch time: 54.6857833862s, input_fired_time: 1.4018615484, output_fired_time: 0.0000000000, propagate_forward_time: 49.1539649963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1299552917
validation[          , genome 18270] predictions:    9855/  10000 (98.55%), best:    9910/10000 (99.10%), error:       487.22610, best error:       305.46707 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 599.9456787109s, input_fired_time: 9.7354030609, output_fired_time: 8.8065271378, propagate_forward_time: 245.3200988770, propagate_backward_time: 313.7713928223, weight_update_time: 1.3105996847, other_time: 22.3122558594
epoch time: 54.8396911621s, input_fired_time: 1.4155901670, output_fired_time: 0.0000000000, propagate_forward_time: 49.1765785217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2475242615
validation[          , genome 18270] predictions:    9887/  10000 (98.87%), best:    9910/10000 (99.10%), error:       358.53885, best error:       305.46707 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 599.7951660156s, input_fired_time: 9.7235317230, output_fired_time: 8.7829904556, propagate_forward_time: 245.2553558350, propagate_backward_time: 313.6997985840, weight_update_time: 1.3069107533, other_time: 22.3334655762
epoch time: 54.6425781250s, input_fired_time: 1.4037526846, output_fired_time: 0.0000000000, propagate_forward_time: 49.1516456604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0871810913
validation[          , genome 18270] predictions:    9832/  10000 (98.32%), best:    9910/10000 (99.10%), error:       507.76703, best error:       305.46707 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 599.8571166992s, input_fired_time: 9.7217817307, output_fired_time: 8.7926921844, propagate_forward_time: 245.2549133301, propagate_backward_time: 313.7409973145, weight_update_time: 1.3110769987, other_time: 22.3467407227
epoch time: 54.6787300110s, input_fired_time: 1.3932435513, output_fired_time: 0.0000000000, propagate_forward_time: 49.1287612915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1567268372
validation[          , genome 18270] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       312.89883, best error:       305.46707 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 599.5058593750s, input_fired_time: 9.7400693893, output_fired_time: 8.7487354279, propagate_forward_time: 245.2725982666, propagate_backward_time: 313.6992797852, weight_update_time: 1.3029409647, other_time: 22.0452270508
epoch time: 54.7241516113s, input_fired_time: 1.4129897356, output_fired_time: 0.0000000000, propagate_forward_time: 49.1615180969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1496429443
validation[          , genome 18270] predictions:    9889/  10000 (98.89%), best:    9910/10000 (99.10%), error:       327.45255, best error:       305.46707 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 599.7331542969s, input_fired_time: 9.7323102951, output_fired_time: 8.8306035995, propagate_forward_time: 245.2766876221, propagate_backward_time: 313.7863464355, weight_update_time: 1.3053174019, other_time: 22.1072082520
epoch time: 54.7496566772s, input_fired_time: 1.4238350391, output_fired_time: 0.0000000000, propagate_forward_time: 49.1613006592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1645202637
validation[          , genome 18270] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       313.77142, best error:       305.46707 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 599.7944335938s, input_fired_time: 9.7349119186, output_fired_time: 8.8153753281, propagate_forward_time: 245.2890625000, propagate_backward_time: 313.7457580566, weight_update_time: 1.3018071651, other_time: 22.2093200684
epoch time: 54.7576370239s, input_fired_time: 1.4038666487, output_fired_time: 0.0000000000, propagate_forward_time: 49.1521148682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2016563416
validation[          , genome 18270] predictions:    9909/  10000 (99.09%), best:    9910/10000 (99.10%), error:       325.26932, best error:       305.46707 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 600.1477661133s, input_fired_time: 9.6958770752, output_fired_time: 8.8290948868, propagate_forward_time: 245.2816619873, propagate_backward_time: 313.7904968262, weight_update_time: 1.3087760210, other_time: 22.5506286621
epoch time: 54.7165145874s, input_fired_time: 1.3886533976, output_fired_time: 0.0000000000, propagate_forward_time: 49.1547317505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1731300354
validation[          , genome 18270] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       322.23230, best error:       305.46707 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 600.1705322266s, input_fired_time: 9.6949558258, output_fired_time: 8.7779912949, propagate_forward_time: 245.3861236572, propagate_backward_time: 313.9021911621, weight_update_time: 1.3138135672, other_time: 22.4092712402
epoch time: 54.7557983398s, input_fired_time: 1.4059988260, output_fired_time: 0.0000000000, propagate_forward_time: 49.1892738342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1605262756
validation[          , genome 18270] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       305.10583, best error:       305.10583 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 600.3342895508s, input_fired_time: 9.7071523666, output_fired_time: 8.8214874268, propagate_forward_time: 245.4137725830, propagate_backward_time: 313.9661560059, weight_update_time: 1.3107998371, other_time: 22.4257507324
epoch time: 54.6487350464s, input_fired_time: 1.3851239681, output_fired_time: 0.0000000000, propagate_forward_time: 49.1650657654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0985450745
validation[          , genome 18270] predictions:    9894/  10000 (98.94%), best:    9910/10000 (99.10%), error:       350.13507, best error:       305.10583 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 599.9365844727s, input_fired_time: 9.6968412399, output_fired_time: 8.8053865433, propagate_forward_time: 245.3803558350, propagate_backward_time: 313.8504638672, weight_update_time: 1.2999801636, other_time: 22.2035522461
epoch time: 54.7277412415s, input_fired_time: 1.4060367346, output_fired_time: 0.0000000000, propagate_forward_time: 49.1498413086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1718635559
validation[          , genome 18270] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       313.41852, best error:       305.10583 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 598.5765991211s, input_fired_time: 9.5431766510, output_fired_time: 8.9880475998, propagate_forward_time: 244.9409790039, propagate_backward_time: 313.3169250488, weight_update_time: 1.2841173410, other_time: 21.7875061035
epoch time: 54.5491485596s, input_fired_time: 1.3696414232, output_fired_time: 0.0000000000, propagate_forward_time: 49.0726966858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1068115234
validation[          , genome 18270] predictions:    9888/  10000 (98.88%), best:    9910/10000 (99.10%), error:       339.12903, best error:       305.10583 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 598.4826660156s, input_fired_time: 9.5516433716, output_fired_time: 8.7356052399, propagate_forward_time: 244.8995819092, propagate_backward_time: 313.3127441406, weight_update_time: 1.2912180424, other_time: 21.9830932617
epoch time: 54.6163215637s, input_fired_time: 1.3821215630, output_fired_time: 0.0000000000, propagate_forward_time: 49.1056823730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1285171509
validation[          , genome 18270] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       302.26810, best error:       302.26810 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 599.3429565430s, input_fired_time: 9.5764722824, output_fired_time: 8.9552440643, propagate_forward_time: 245.3661193848, propagate_backward_time: 313.8552246094, weight_update_time: 1.2857581377, other_time: 21.5898742676
epoch time: 54.5953712463s, input_fired_time: 1.3688883781, output_fired_time: 0.0000000000, propagate_forward_time: 49.1993026733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0271797180
validation[          , genome 18270] predictions:    9894/  10000 (98.94%), best:    9913/10000 (99.13%), error:       339.90869, best error:       302.26810 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 598.5289916992s, input_fired_time: 9.5589170456, output_fired_time: 9.0657005310, propagate_forward_time: 244.8371582031, propagate_backward_time: 313.4319152832, weight_update_time: 1.2894668579, other_time: 21.6353454590
epoch time: 54.5779647827s, input_fired_time: 1.3837294579, output_fired_time: 0.0000000000, propagate_forward_time: 49.0880050659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1062316895
validation[          , genome 18270] predictions:    9903/  10000 (99.03%), best:    9913/10000 (99.13%), error:       311.36981, best error:       302.26810 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 598.7474365234s, input_fired_time: 9.5615015030, output_fired_time: 9.2441082001, propagate_forward_time: 244.8425598145, propagate_backward_time: 313.5106201172, weight_update_time: 1.2918556929, other_time: 21.5886535645
epoch time: 54.6350250244s, input_fired_time: 1.3693859577, output_fired_time: 0.0000000000, propagate_forward_time: 49.2124252319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0532150269
validation[          , genome 18270] predictions:    9898/  10000 (98.98%), best:    9913/10000 (99.13%), error:       317.94162, best error:       302.26810 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 598.7473754883s, input_fired_time: 9.5433692932, output_fired_time: 9.0572853088, propagate_forward_time: 245.0002746582, propagate_backward_time: 313.5301513672, weight_update_time: 1.2943100929, other_time: 21.6162414551
epoch time: 54.5235099792s, input_fired_time: 1.3872838020, output_fired_time: 0.0000000000, propagate_forward_time: 49.0519104004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0843162537
validation[          , genome 18270] predictions:    9898/  10000 (98.98%), best:    9913/10000 (99.13%), error:       320.80075, best error:       302.26810 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 598.7928466797s, input_fired_time: 9.5899534225, output_fired_time: 9.0888605118, propagate_forward_time: 244.8370666504, propagate_backward_time: 313.2765197754, weight_update_time: 1.2928078175, other_time: 22.0004272461
epoch time: 54.4979133606s, input_fired_time: 1.3761328459, output_fired_time: 0.0000000000, propagate_forward_time: 49.0781822205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0435981750
validation[          , genome 18270] predictions:    9894/  10000 (98.94%), best:    9913/10000 (99.13%), error:       351.02032, best error:       302.26810 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 598.4674072266s, input_fired_time: 9.5117635727, output_fired_time: 9.0486488342, propagate_forward_time: 244.8383026123, propagate_backward_time: 313.3696899414, weight_update_time: 1.2865034342, other_time: 21.6989746094
epoch time: 54.6753463745s, input_fired_time: 1.3952796459, output_fired_time: 0.0000000000, propagate_forward_time: 49.1194801331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1605873108
validation[          , genome 18270] predictions:    9892/  10000 (98.92%), best:    9913/10000 (99.13%), error:       329.96262, best error:       302.26810 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 598.8792114258s, input_fired_time: 9.6520032883, output_fired_time: 8.7963018417, propagate_forward_time: 245.0224304199, propagate_backward_time: 313.3078918457, weight_update_time: 1.2977604866, other_time: 22.1005859375
epoch time: 54.6977577209s, input_fired_time: 1.3887007236, output_fired_time: 0.0000000000, propagate_forward_time: 49.1047973633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2042579651
validation[          , genome 18270] predictions:    9903/  10000 (99.03%), best:    9913/10000 (99.13%), error:       320.18353, best error:       302.26810 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 599.0203857422s, input_fired_time: 9.6892929077, output_fired_time: 8.6812858582, propagate_forward_time: 245.1479949951, propagate_backward_time: 313.2111206055, weight_update_time: 1.3016598225, other_time: 22.2907104492
epoch time: 54.6649436951s, input_fired_time: 1.3909994364, output_fired_time: 0.0000000000, propagate_forward_time: 49.1157798767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1581649780
validation[          , genome 18270] predictions:    9901/  10000 (99.01%), best:    9913/10000 (99.13%), error:       316.26303, best error:       302.26810 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 598.6915893555s, input_fired_time: 9.5540399551, output_fired_time: 9.3230819702, propagate_forward_time: 244.9384002686, propagate_backward_time: 313.5382080078, weight_update_time: 1.2800871134, other_time: 21.3378906250
epoch time: 54.5944671631s, input_fired_time: 1.3791278601, output_fired_time: 0.0000000000, propagate_forward_time: 49.1068420410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1084976196
validation[          , genome 18270] predictions:    9904/  10000 (99.04%), best:    9913/10000 (99.13%), error:       332.77853, best error:       302.26810 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 599.4513549805s, input_fired_time: 9.6394205093, output_fired_time: 9.1095485687, propagate_forward_time: 245.0879364014, propagate_backward_time: 313.5473327637, weight_update_time: 1.2943520546, other_time: 22.0671081543
epoch time: 54.6940574646s, input_fired_time: 1.3908864260, output_fired_time: 0.0000000000, propagate_forward_time: 49.1241722107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1789970398
validation[          , genome 18270] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       317.70465, best error:       302.26810 on epoch:    90, 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: 272.9527893066s, input_fired_time: 6.9239249229, output_fired_time: 0.0000000000, propagate_forward_time: 245.4945678711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 20.5343017578
best training[          , genome 18270] predictions:   49997/  50000 (99.99%), best:    9913/10000 (99.13%), error:       169.94160, best error:       302.26810 on epoch:    90, 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: 54.5494194031s, input_fired_time: 1.3669548035, output_fired_time: 0.0000000000, propagate_forward_time: 49.0977363586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0847282410
   testing[          , genome 18270] predictions:    9897/  10000 (98.97%), best:    9913/10000 (99.13%), error:       278.47867, best error:       302.26810 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:58:51 (23442): called boinc_finish(0)

</stderr_txt>
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