Nameexact_genome_1508499903_24_12922_1
Workunit2255051
Created22 Oct 2017, 2:42:21 UTC
Sent22 Oct 2017, 3:24:44 UTC
Report deadline28 Nov 2017, 16:25:10 UTC
Received24 Oct 2017, 13:22:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time18 hours 56 min 35 sec
CPU time18 hours 40 min 59 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size164.31 MB
Peak swap size166.09 MB
Peak disk usage2.72 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 48.6976699829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6276969910
validation[          , genome 12922] predictions:    9809/  10000 (98.09%), best:    9835/10000 (98.35%), error:       634.41827, best error:       533.64001 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 624.7505493164s, input_fired_time: 7.1669878960, output_fired_time: 5.4866566658, propagate_forward_time: 238.5848846436, propagate_backward_time: 364.8031616211, weight_update_time: 0.6403594017, other_time: 8.7088623047
epoch time: 50.1558570862s, input_fired_time: 0.8219853044, output_fired_time: 0.0000000000, propagate_forward_time: 47.7627449036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5711250305
validation[          , genome 12922] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       516.45105, best error:       516.45105 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 622.2696533203s, input_fired_time: 7.1945548058, output_fired_time: 5.4074788094, propagate_forward_time: 237.0648345947, propagate_backward_time: 363.8660888672, weight_update_time: 0.6443107724, other_time: 8.7366943359
epoch time: 51.0353050232s, input_fired_time: 0.8656224608, output_fired_time: 0.0000000000, propagate_forward_time: 48.6289024353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5407791138
validation[          , genome 12922] predictions:    9815/  10000 (98.15%), best:    9837/10000 (98.37%), error:       582.46088, best error:       516.45105 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 623.4812011719s, input_fired_time: 7.1651086807, output_fired_time: 5.4062023163, propagate_forward_time: 238.0219421387, propagate_backward_time: 364.1032104492, weight_update_time: 0.6454667449, other_time: 8.7847595215
epoch time: 50.1174354553s, input_fired_time: 0.8107554317, output_fired_time: 0.0000000000, propagate_forward_time: 47.7654418945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5412368774
validation[          , genome 12922] predictions:    9818/  10000 (98.18%), best:    9837/10000 (98.37%), error:       544.29852, best error:       516.45105 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 623.0629272461s, input_fired_time: 7.2484254837, output_fired_time: 5.4157290459, propagate_forward_time: 238.7752685547, propagate_backward_time: 362.8669433594, weight_update_time: 0.6480661035, other_time: 8.7565917969
epoch time: 50.1439552307s, input_fired_time: 0.8391621709, output_fired_time: 0.0000000000, propagate_forward_time: 47.7103729248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5944213867
validation[          , genome 12922] predictions:    9850/  10000 (98.50%), best:    9837/10000 (98.37%), error:       532.81592, best error:       516.45105 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 628.4716796875s, input_fired_time: 7.2346549034, output_fired_time: 5.4537687302, propagate_forward_time: 239.7430725098, propagate_backward_time: 367.1399536133, weight_update_time: 0.6696708202, other_time: 8.9001770020
epoch time: 49.5196723938s, input_fired_time: 0.8085585833, output_fired_time: 0.0000000000, propagate_forward_time: 47.1802787781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5308341980
validation[          , genome 12922] predictions:    9825/  10000 (98.25%), best:    9837/10000 (98.37%), error:       558.93597, best error:       516.45105 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 621.5203857422s, input_fired_time: 7.1882061958, output_fired_time: 5.4389204979, propagate_forward_time: 237.6991119385, propagate_backward_time: 362.5048522949, weight_update_time: 0.6449094415, other_time: 8.6893005371
epoch time: 50.2398834229s, input_fired_time: 0.8127138019, output_fired_time: 0.0000000000, propagate_forward_time: 47.8952178955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5319519043
validation[          , genome 12922] predictions:    9812/  10000 (98.12%), best:    9837/10000 (98.37%), error:       556.48474, best error:       516.45105 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 619.0729980469s, input_fired_time: 7.1242361069, output_fired_time: 5.3737998009, propagate_forward_time: 236.4030761719, propagate_backward_time: 361.4167175293, weight_update_time: 0.6469084024, other_time: 8.7552185059
epoch time: 49.6930541992s, input_fired_time: 0.8145357966, output_fired_time: 0.0000000000, propagate_forward_time: 47.3333358765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5451812744
validation[          , genome 12922] predictions:    9817/  10000 (98.17%), best:    9837/10000 (98.37%), error:       566.72717, best error:       516.45105 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 618.3786010742s, input_fired_time: 7.1779613495, output_fired_time: 5.3675408363, propagate_forward_time: 236.5835571289, propagate_backward_time: 360.6073608398, weight_update_time: 0.6369198561, other_time: 8.6421508789
epoch time: 50.2185363770s, input_fired_time: 0.8292112350, output_fired_time: 0.0000000000, propagate_forward_time: 47.8030281067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5862960815
validation[          , genome 12922] predictions:    9792/  10000 (97.92%), best:    9837/10000 (98.37%), error:       639.56970, best error:       516.45105 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 621.4121093750s, input_fired_time: 7.1182198524, output_fired_time: 5.3798418045, propagate_forward_time: 237.0475921631, propagate_backward_time: 363.1675720215, weight_update_time: 0.6583015323, other_time: 8.6988830566
epoch time: 49.8787002563s, input_fired_time: 0.8278188109, output_fired_time: 0.0000000000, propagate_forward_time: 47.5274124146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5234680176
validation[          , genome 12922] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       473.74170, best error:       473.74170 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 622.1934814453s, input_fired_time: 7.1981902122, output_fired_time: 5.3668093681, propagate_forward_time: 238.0542602539, propagate_backward_time: 362.8296508789, weight_update_time: 0.6325033307, other_time: 8.7445678711
epoch time: 49.4544639587s, input_fired_time: 0.8267779946, output_fired_time: 0.0000000000, propagate_forward_time: 47.0965499878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5311355591
validation[          , genome 12922] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       443.63989, best error:       443.63989 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 624.2959594727s, input_fired_time: 7.2289609909, output_fired_time: 5.3977842331, propagate_forward_time: 238.3064727783, propagate_backward_time: 364.6238708496, weight_update_time: 0.6524525285, other_time: 8.7389221191
epoch time: 50.2693061829s, input_fired_time: 0.8559117317, output_fired_time: 0.0000000000, propagate_forward_time: 47.8310966492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5822982788
validation[          , genome 12922] predictions:    9832/  10000 (98.32%), best:    9859/10000 (98.59%), error:       569.95203, best error:       443.63989 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 623.3005981445s, input_fired_time: 7.1866121292, output_fired_time: 5.4185552597, propagate_forward_time: 237.6868743896, propagate_backward_time: 364.2992248535, weight_update_time: 0.6345685124, other_time: 8.7093200684
epoch time: 49.2767066956s, input_fired_time: 0.8190808892, output_fired_time: 0.0000000000, propagate_forward_time: 46.9414901733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5161361694
validation[          , genome 12922] predictions:    9858/  10000 (98.58%), best:    9859/10000 (98.59%), error:       445.56049, best error:       443.63989 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 620.2725830078s, input_fired_time: 7.2262244225, output_fired_time: 5.3853745461, propagate_forward_time: 236.6149139404, propagate_backward_time: 362.3341369629, weight_update_time: 0.6472070813, other_time: 8.7119445801
epoch time: 49.5644721985s, input_fired_time: 0.8164379001, output_fired_time: 0.0000000000, propagate_forward_time: 47.2514038086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4966316223
validation[          , genome 12922] predictions:    9827/  10000 (98.27%), best:    9859/10000 (98.59%), error:       511.45401, best error:       443.63989 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 624.8925170898s, input_fired_time: 7.2211947441, output_fired_time: 5.4032535553, propagate_forward_time: 238.1581115723, propagate_backward_time: 365.4584655762, weight_update_time: 0.6431028843, other_time: 8.6514892578
epoch time: 49.2831077576s, input_fired_time: 0.8161603212, output_fired_time: 0.0000000000, propagate_forward_time: 46.9020462036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5648994446
validation[          , genome 12922] predictions:    9852/  10000 (98.52%), best:    9859/10000 (98.59%), error:       447.84210, best error:       443.63989 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 620.3153686523s, input_fired_time: 7.1865653992, output_fired_time: 5.4083909988, propagate_forward_time: 236.7170257568, propagate_backward_time: 362.3176879883, weight_update_time: 0.6334311366, other_time: 8.6856689453
epoch time: 49.8548965454s, input_fired_time: 0.8356260657, output_fired_time: 0.0000000000, propagate_forward_time: 47.3935089111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6257629395
validation[          , genome 12922] predictions:    9832/  10000 (98.32%), best:    9859/10000 (98.59%), error:       522.37012, best error:       443.63989 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 622.9538574219s, input_fired_time: 7.1910257339, output_fired_time: 5.4562907219, propagate_forward_time: 238.0734863281, propagate_backward_time: 363.5706787109, weight_update_time: 0.6387639046, other_time: 8.6623535156
epoch time: 49.5336265564s, input_fired_time: 0.8238813281, output_fired_time: 0.0000000000, propagate_forward_time: 47.1677589417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5419845581
validation[          , genome 12922] predictions:    9838/  10000 (98.38%), best:    9859/10000 (98.59%), error:       512.05365, best error:       443.63989 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 624.0327148438s, input_fired_time: 7.1672267914, output_fired_time: 5.3811502457, propagate_forward_time: 238.1257781982, propagate_backward_time: 364.6025085449, weight_update_time: 0.6384942532, other_time: 8.7560119629
epoch time: 50.9407310486s, input_fired_time: 0.8469909430, output_fired_time: 0.0000000000, propagate_forward_time: 48.5110054016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5827331543
validation[          , genome 12922] predictions:    9801/  10000 (98.01%), best:    9859/10000 (98.59%), error:       621.75458, best error:       443.63989 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 625.1515502930s, input_fired_time: 7.2225456238, output_fired_time: 5.4098310471, propagate_forward_time: 238.7292327881, propagate_backward_time: 365.1368713379, weight_update_time: 0.6494451761, other_time: 8.6530456543
epoch time: 49.6729393005s, input_fired_time: 0.8221325874, output_fired_time: 0.0000000000, propagate_forward_time: 47.3243827820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5264244080
validation[          , genome 12922] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       477.11801, best error:       443.63989 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 624.5943603516s, input_fired_time: 7.2480468750, output_fired_time: 5.3816156387, propagate_forward_time: 238.4788208008, propagate_backward_time: 364.8100280762, weight_update_time: 0.6385158896, other_time: 8.6758728027
epoch time: 49.4537315369s, input_fired_time: 0.8266431689, output_fired_time: 0.0000000000, propagate_forward_time: 47.0742912292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5527954102
validation[          , genome 12922] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       503.31717, best error:       443.63989 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 622.6390380859s, input_fired_time: 7.2278923988, output_fired_time: 5.3620882034, propagate_forward_time: 237.8663330078, propagate_backward_time: 363.4428100586, weight_update_time: 0.6386250854, other_time: 8.7399291992
epoch time: 49.4950027466s, input_fired_time: 0.8150675893, output_fired_time: 0.0000000000, propagate_forward_time: 47.1592864990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5206489563
validation[          , genome 12922] predictions:    9847/  10000 (98.47%), best:    9859/10000 (98.59%), error:       478.12753, best error:       443.63989 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 623.6215209961s, input_fired_time: 7.2581191063, output_fired_time: 5.3867354393, propagate_forward_time: 238.1317749023, propagate_backward_time: 364.1131896973, weight_update_time: 0.6479744911, other_time: 8.7317199707
epoch time: 49.9640197754s, input_fired_time: 0.8274196982, output_fired_time: 0.0000000000, propagate_forward_time: 47.6119384766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5246620178
validation[          , genome 12922] predictions:    9863/  10000 (98.63%), best:    9859/10000 (98.59%), error:       463.76807, best error:       443.63989 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 625.0999755859s, input_fired_time: 7.2443895340, output_fired_time: 5.4274616241, propagate_forward_time: 239.0781555176, propagate_backward_time: 364.5972595215, weight_update_time: 0.6366719007, other_time: 8.7526855469
epoch time: 49.7969245911s, input_fired_time: 0.8543242812, output_fired_time: 0.0000000000, propagate_forward_time: 47.4395866394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5030136108
validation[          , genome 12922] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       430.18912, best error:       430.18912 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 619.7719116211s, input_fired_time: 7.2335438728, output_fired_time: 5.4227037430, propagate_forward_time: 236.6532745361, propagate_backward_time: 361.8545532227, weight_update_time: 0.6459066272, other_time: 8.6078491211
epoch time: 49.5849723816s, input_fired_time: 0.8222227693, output_fired_time: 0.0000000000, propagate_forward_time: 47.2556457520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5071029663
validation[          , genome 12922] predictions:    9852/  10000 (98.52%), best:    9874/10000 (98.74%), error:       459.82758, best error:       430.18912 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 623.2796630859s, input_fired_time: 7.2763090134, output_fired_time: 5.4025564194, propagate_forward_time: 238.0991668701, propagate_backward_time: 363.6280517578, weight_update_time: 0.6476846933, other_time: 8.8735961914
epoch time: 50.1486968994s, input_fired_time: 0.8387494683, output_fired_time: 0.0000000000, propagate_forward_time: 47.7589492798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5509986877
validation[          , genome 12922] predictions:    9834/  10000 (98.34%), best:    9874/10000 (98.74%), error:       501.43109, best error:       430.18912 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 627.1869506836s, input_fired_time: 7.3603653908, output_fired_time: 5.4765300751, propagate_forward_time: 239.5208435059, propagate_backward_time: 366.0659790039, weight_update_time: 0.6425276995, other_time: 8.7632751465
epoch time: 49.9451560974s, input_fired_time: 0.8430749774, output_fired_time: 0.0000000000, propagate_forward_time: 47.5140495300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5880317688
validation[          , genome 12922] predictions:    9846/  10000 (98.46%), best:    9874/10000 (98.74%), error:       462.16498, best error:       430.18912 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 622.2474975586s, input_fired_time: 7.1790699959, output_fired_time: 5.4240469933, propagate_forward_time: 237.1447296143, propagate_backward_time: 363.8294067383, weight_update_time: 0.6333036423, other_time: 8.6702270508
epoch time: 49.7010765076s, input_fired_time: 0.8363276720, output_fired_time: 0.0000000000, propagate_forward_time: 47.2821693420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5825805664
validation[          , genome 12922] predictions:    9845/  10000 (98.45%), best:    9874/10000 (98.74%), error:       507.94998, best error:       430.18912 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 618.7012939453s, input_fired_time: 7.1762952805, output_fired_time: 5.3597235680, propagate_forward_time: 236.9063110352, propagate_backward_time: 360.5834350586, weight_update_time: 0.6385200620, other_time: 8.6755371094
epoch time: 49.9158210754s, input_fired_time: 0.8355787396, output_fired_time: 0.0000000000, propagate_forward_time: 47.5101966858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5700454712
validation[          , genome 12922] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       425.53961, best error:       425.53961 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 621.3244628906s, input_fired_time: 7.2425842285, output_fired_time: 5.4275608063, propagate_forward_time: 236.9130706787, propagate_backward_time: 362.9803161621, weight_update_time: 0.6483534575, other_time: 8.7609558105
epoch time: 49.7790718079s, input_fired_time: 0.8457186222, output_fired_time: 0.0000000000, propagate_forward_time: 47.3982887268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5350646973
validation[          , genome 12922] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       424.61102, best error:       424.61102 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 623.3498535156s, input_fired_time: 7.2672791481, output_fired_time: 5.3912501335, propagate_forward_time: 237.5132446289, propagate_backward_time: 364.3942260742, weight_update_time: 0.6459683180, other_time: 8.7838745117
epoch time: 49.7113418579s, input_fired_time: 0.8361084461, output_fired_time: 0.0000000000, propagate_forward_time: 47.3144721985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5607604980
validation[          , genome 12922] predictions:    9862/  10000 (98.62%), best:    9872/10000 (98.72%), error:       446.82724, best error:       424.61102 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 620.5765991211s, input_fired_time: 7.1995649338, output_fired_time: 5.4097285271, propagate_forward_time: 236.9510650635, propagate_backward_time: 362.4028625488, weight_update_time: 0.6439241171, other_time: 8.6133728027
epoch time: 50.0339164734s, input_fired_time: 0.8363999128, output_fired_time: 0.0000000000, propagate_forward_time: 47.6592864990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5382308960
validation[          , genome 12922] predictions:    9860/  10000 (98.60%), best:    9872/10000 (98.72%), error:       441.00415, best error:       424.61102 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 624.2411499023s, input_fired_time: 7.2789545059, output_fired_time: 5.4914937019, propagate_forward_time: 238.3954772949, propagate_backward_time: 364.3323364258, weight_update_time: 0.6427314878, other_time: 8.7428894043
epoch time: 49.3608283997s, input_fired_time: 0.8233767748, output_fired_time: 0.0000000000, propagate_forward_time: 47.0143585205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5230941772
validation[          , genome 12922] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       384.04477, best error:       384.04477 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 619.1094360352s, input_fired_time: 7.2009634972, output_fired_time: 5.3429751396, propagate_forward_time: 236.0219726562, propagate_backward_time: 361.7625427246, weight_update_time: 0.6390463710, other_time: 8.7809753418
epoch time: 49.3115882874s, input_fired_time: 0.8182560205, output_fired_time: 0.0000000000, propagate_forward_time: 46.9794349670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5138969421
validation[          , genome 12922] predictions:    9853/  10000 (98.53%), best:    9877/10000 (98.77%), error:       439.53952, best error:       384.04477 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 623.0281982422s, input_fired_time: 7.2231707573, output_fired_time: 5.3989887238, propagate_forward_time: 237.9454956055, propagate_backward_time: 363.7686767578, weight_update_time: 0.6329053044, other_time: 8.6918945312
epoch time: 49.4618148804s, input_fired_time: 0.8233697414, output_fired_time: 0.0000000000, propagate_forward_time: 47.1050376892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334091187
validation[          , genome 12922] predictions:    9884/  10000 (98.84%), best:    9877/10000 (98.77%), error:       394.06705, best error:       384.04477 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 619.4368896484s, input_fired_time: 7.1986341476, output_fired_time: 5.3462052345, propagate_forward_time: 236.3489685059, propagate_backward_time: 361.9501037598, weight_update_time: 0.6490868926, other_time: 8.5930175781
epoch time: 49.5808715820s, input_fired_time: 0.8329603672, output_fired_time: 0.0000000000, propagate_forward_time: 47.2082862854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5396232605
validation[          , genome 12922] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       374.72159, best error:       374.72159 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 620.9053344727s, input_fired_time: 7.2565922737, output_fired_time: 5.3786697388, propagate_forward_time: 236.9154357910, propagate_backward_time: 362.6995544434, weight_update_time: 0.6422119737, other_time: 8.6550903320
epoch time: 51.1255302429s, input_fired_time: 0.8543168306, output_fired_time: 0.0000000000, propagate_forward_time: 48.7174987793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5537147522
validation[          , genome 12922] predictions:    9857/  10000 (98.57%), best:    9883/10000 (98.83%), error:       427.45163, best error:       374.72159 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 625.3579711914s, input_fired_time: 7.3274383545, output_fired_time: 5.4332218170, propagate_forward_time: 238.5282897949, propagate_backward_time: 365.3334655762, weight_update_time: 0.6338909864, other_time: 8.7355346680
epoch time: 49.6851234436s, input_fired_time: 0.8329563141, output_fired_time: 0.0000000000, propagate_forward_time: 47.2950973511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5570678711
validation[          , genome 12922] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       431.58670, best error:       374.72159 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 624.5737304688s, input_fired_time: 7.3153824806, output_fired_time: 5.3840970993, propagate_forward_time: 238.9676055908, propagate_backward_time: 364.1859741211, weight_update_time: 0.6399366260, other_time: 8.7207031250
epoch time: 49.7754859924s, input_fired_time: 0.8374497890, output_fired_time: 0.0000000000, propagate_forward_time: 47.4148216248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5232162476
validation[          , genome 12922] predictions:    9837/  10000 (98.37%), best:    9883/10000 (98.83%), error:       485.69788, best error:       374.72159 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 621.5111083984s, input_fired_time: 7.2269830704, output_fired_time: 5.3479881287, propagate_forward_time: 237.4057464600, propagate_backward_time: 362.8524780273, weight_update_time: 0.6462817788, other_time: 8.6779174805
epoch time: 50.0161781311s, input_fired_time: 0.8313598037, output_fired_time: 0.0000000000, propagate_forward_time: 47.6606597900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5241584778
validation[          , genome 12922] predictions:    9858/  10000 (98.58%), best:    9883/10000 (98.83%), error:       447.24496, best error:       374.72159 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 623.4007568359s, input_fired_time: 7.2973232269, output_fired_time: 5.4072122574, propagate_forward_time: 237.6974182129, propagate_backward_time: 364.2665100098, weight_update_time: 0.6393386722, other_time: 8.7322998047
epoch time: 49.7100219727s, input_fired_time: 0.8373903632, output_fired_time: 0.0000000000, propagate_forward_time: 47.3204803467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5521507263
validation[          , genome 12922] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       429.49448, best error:       374.72159 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 620.4915161133s, input_fired_time: 7.2776341438, output_fired_time: 5.4519925117, propagate_forward_time: 237.2126922607, propagate_backward_time: 361.7863769531, weight_update_time: 0.6368890405, other_time: 8.7628173828
epoch time: 50.4499320984s, input_fired_time: 0.8487390876, output_fired_time: 0.0000000000, propagate_forward_time: 48.0283546448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5728378296
validation[          , genome 12922] predictions:    9870/  10000 (98.70%), best:    9883/10000 (98.83%), error:       419.33063, best error:       374.72159 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 626.5892333984s, input_fired_time: 7.2991223335, output_fired_time: 5.4502573013, propagate_forward_time: 239.7360076904, propagate_backward_time: 365.4023742676, weight_update_time: 0.6470038891, other_time: 8.7014465332
epoch time: 50.2291831970s, input_fired_time: 0.8665390015, output_fired_time: 0.0000000000, propagate_forward_time: 47.7268829346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6357612610
validation[          , genome 12922] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       386.10037, best error:       374.72159 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 619.7235717773s, input_fired_time: 7.2515730858, output_fired_time: 5.3842029572, propagate_forward_time: 236.8605804443, propagate_backward_time: 361.5405273438, weight_update_time: 0.6391639709, other_time: 8.6866455078
epoch time: 49.6511497498s, input_fired_time: 0.8442836404, output_fired_time: 0.0000000000, propagate_forward_time: 47.2146759033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5921897888
validation[          , genome 12922] predictions:    9887/  10000 (98.87%), best:    9883/10000 (98.83%), error:       404.28259, best error:       374.72159 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 621.4395141602s, input_fired_time: 7.3315167427, output_fired_time: 5.3914170265, propagate_forward_time: 237.3915863037, propagate_backward_time: 362.6118164062, weight_update_time: 0.6384721994, other_time: 8.7131347656
epoch time: 49.7703628540s, input_fired_time: 0.8493865132, output_fired_time: 0.0000000000, propagate_forward_time: 47.3873214722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5336532593
validation[          , genome 12922] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       395.61722, best error:       374.72159 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 622.3292846680s, input_fired_time: 7.2417149544, output_fired_time: 5.4273777008, propagate_forward_time: 237.3246154785, propagate_backward_time: 363.6214904785, weight_update_time: 0.6419963837, other_time: 8.7141113281
epoch time: 49.9340438843s, input_fired_time: 0.8400372863, output_fired_time: 0.0000000000, propagate_forward_time: 47.5454216003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5485839844
validation[          , genome 12922] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       427.52313, best error:       374.72159 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 621.1235351562s, input_fired_time: 7.2097592354, output_fired_time: 5.4041609764, propagate_forward_time: 237.6981658936, propagate_backward_time: 362.1371459961, weight_update_time: 0.6376006603, other_time: 8.6742553711
epoch time: 50.3262100220s, input_fired_time: 0.8427742720, output_fired_time: 0.0000000000, propagate_forward_time: 47.8776969910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6057395935
validation[          , genome 12922] predictions:    9866/  10000 (98.66%), best:    9883/10000 (98.83%), error:       392.83994, best error:       374.72159 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 623.2622680664s, input_fired_time: 7.3044643402, output_fired_time: 5.4126229286, propagate_forward_time: 238.2320861816, propagate_backward_time: 363.6499938965, weight_update_time: 0.6255837083, other_time: 8.6631469727
epoch time: 49.4632682800s, input_fired_time: 0.8469352126, output_fired_time: 0.0000000000, propagate_forward_time: 47.0697479248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5465850830
validation[          , genome 12922] predictions:    9852/  10000 (98.52%), best:    9883/10000 (98.83%), error:       463.65854, best error:       374.72159 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 622.5377197266s, input_fired_time: 7.3194603920, output_fired_time: 5.3987965584, propagate_forward_time: 237.9533843994, propagate_backward_time: 363.1970520020, weight_update_time: 0.6303319335, other_time: 8.6690368652
epoch time: 49.7164039612s, input_fired_time: 0.8420941830, output_fired_time: 0.0000000000, propagate_forward_time: 47.3330078125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5413017273
validation[          , genome 12922] predictions:    9866/  10000 (98.66%), best:    9883/10000 (98.83%), error:       423.43448, best error:       374.72159 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 620.3307495117s, input_fired_time: 7.2426066399, output_fired_time: 5.3601589203, propagate_forward_time: 236.7983703613, propagate_backward_time: 362.2663269043, weight_update_time: 0.6398377419, other_time: 8.6632690430
epoch time: 50.3233604431s, input_fired_time: 0.8456537724, output_fired_time: 0.0000000000, propagate_forward_time: 47.8691368103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6085700989
validation[          , genome 12922] predictions:    9852/  10000 (98.52%), best:    9883/10000 (98.83%), error:       462.84827, best error:       374.72159 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 620.1667480469s, input_fired_time: 7.2330441475, output_fired_time: 5.3924651146, propagate_forward_time: 236.6498718262, propagate_backward_time: 362.1323547363, weight_update_time: 0.6461859941, other_time: 8.7590332031
epoch time: 49.3873672485s, input_fired_time: 0.8346359134, output_fired_time: 0.0000000000, propagate_forward_time: 47.0434112549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5093193054
validation[          , genome 12922] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       398.47440, best error:       374.72159 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 616.0189208984s, input_fired_time: 7.1825938225, output_fired_time: 5.3142790794, propagate_forward_time: 235.1822509766, propagate_backward_time: 359.7789611816, weight_update_time: 0.6346580386, other_time: 8.5608215332
epoch time: 49.4156608582s, input_fired_time: 0.8562520146, output_fired_time: 0.0000000000, propagate_forward_time: 46.9832153320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5761947632
validation[          , genome 12922] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       417.11304, best error:       374.72159 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 620.6824951172s, input_fired_time: 7.2593274117, output_fired_time: 5.4018573761, propagate_forward_time: 236.9527282715, propagate_backward_time: 362.4525756836, weight_update_time: 0.6313298345, other_time: 8.6159973145
epoch time: 49.9140815735s, input_fired_time: 0.8435669541, output_fired_time: 0.0000000000, propagate_forward_time: 47.5054092407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5651054382
validation[          , genome 12922] predictions:    9851/  10000 (98.51%), best:    9883/10000 (98.83%), error:       481.50967, best error:       374.72159 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 617.7391967773s, input_fired_time: 7.2406153679, output_fired_time: 5.3340811729, propagate_forward_time: 235.7108917236, propagate_backward_time: 360.7628479004, weight_update_time: 0.6471266150, other_time: 8.6907653809
epoch time: 50.6735458374s, input_fired_time: 0.8507980704, output_fired_time: 0.0000000000, propagate_forward_time: 48.2473258972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5754203796
validation[          , genome 12922] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       401.42181, best error:       374.72159 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 615.4679565430s, input_fired_time: 7.1876754761, output_fired_time: 5.3326950073, propagate_forward_time: 234.7861633301, propagate_backward_time: 359.5071716309, weight_update_time: 0.6389257312, other_time: 8.6542358398
epoch time: 49.4424018860s, input_fired_time: 0.8452226520, output_fired_time: 0.0000000000, propagate_forward_time: 47.0719146729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5252647400
validation[          , genome 12922] predictions:    9847/  10000 (98.47%), best:    9883/10000 (98.83%), error:       478.60968, best error:       374.72159 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 620.0220336914s, input_fired_time: 7.2687635422, output_fired_time: 5.4101386070, propagate_forward_time: 236.3305511475, propagate_backward_time: 362.3092041016, weight_update_time: 0.6354669333, other_time: 8.7033691406
epoch time: 49.4012451172s, input_fired_time: 0.8474422097, output_fired_time: 0.0000000000, propagate_forward_time: 46.9881172180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5656852722
validation[          , genome 12922] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       396.74048, best error:       374.72159 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 616.0155639648s, input_fired_time: 7.2488985062, output_fired_time: 5.3397264481, propagate_forward_time: 235.4028930664, propagate_backward_time: 359.3829345703, weight_update_time: 0.6368705034, other_time: 8.6411132812
epoch time: 49.3563461304s, input_fired_time: 0.8444480896, output_fired_time: 0.0000000000, propagate_forward_time: 46.9885520935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5233459473
validation[          , genome 12922] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       384.76340, best error:       374.72159 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 624.8709716797s, input_fired_time: 7.3308434486, output_fired_time: 5.4617433548, propagate_forward_time: 238.8559112549, propagate_backward_time: 364.4347534180, weight_update_time: 0.6338948607, other_time: 8.7877197266
epoch time: 49.5666389465s, input_fired_time: 0.8435004354, output_fired_time: 0.0000000000, propagate_forward_time: 47.2131576538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5099792480
validation[          , genome 12922] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       376.15961, best error:       374.72159 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 630.6150512695s, input_fired_time: 7.4194126129, output_fired_time: 5.4919276237, propagate_forward_time: 240.7289276123, propagate_backward_time: 368.0718078613, weight_update_time: 0.6602004766, other_time: 8.9029235840
epoch time: 52.3400650024s, input_fired_time: 0.8600423932, output_fired_time: 0.0000000000, propagate_forward_time: 49.8994102478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5806121826
validation[          , genome 12922] predictions:    9880/  10000 (98.80%), best:    9883/10000 (98.83%), error:       381.52652, best error:       374.72159 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 632.4813842773s, input_fired_time: 7.5377984047, output_fired_time: 5.4552717209, propagate_forward_time: 242.1825561523, propagate_backward_time: 368.4278259277, weight_update_time: 0.6415919662, other_time: 8.8779602051
epoch time: 50.9978790283s, input_fired_time: 0.8953588009, output_fired_time: 0.0000000000, propagate_forward_time: 48.4807548523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6217651367
validation[          , genome 12922] predictions:    9887/  10000 (98.87%), best:    9883/10000 (98.83%), error:       374.76617, best error:       374.72159 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 627.2712402344s, input_fired_time: 7.3745188713, output_fired_time: 5.4351663589, propagate_forward_time: 238.9186248779, propagate_backward_time: 366.7966613770, weight_update_time: 0.6387984753, other_time: 8.7462463379
epoch time: 51.0991020203s, input_fired_time: 0.8675985932, output_fired_time: 0.0000000000, propagate_forward_time: 48.6596870422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5718154907
validation[          , genome 12922] predictions:    9884/  10000 (98.84%), best:    9883/10000 (98.83%), error:       375.12741, best error:       374.72159 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 628.5130004883s, input_fired_time: 7.4093222618, output_fired_time: 5.5519094467, propagate_forward_time: 240.6354827881, propagate_backward_time: 366.1419372559, weight_update_time: 0.6357733011, other_time: 8.7743835449
epoch time: 50.9214859009s, input_fired_time: 0.8996179104, output_fired_time: 0.0000000000, propagate_forward_time: 48.5055541992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5163154602
validation[          , genome 12922] predictions:    9873/  10000 (98.73%), best:    9883/10000 (98.83%), error:       402.36029, best error:       374.72159 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 629.9999389648s, input_fired_time: 7.3797197342, output_fired_time: 5.5117664337, propagate_forward_time: 240.2061309814, propagate_backward_time: 368.1040649414, weight_update_time: 0.6416761875, other_time: 8.7982788086
epoch time: 49.8909339905s, input_fired_time: 0.8488559127, output_fired_time: 0.0000000000, propagate_forward_time: 47.5122947693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5297851562
validation[          , genome 12922] predictions:    9874/  10000 (98.74%), best:    9883/10000 (98.83%), error:       393.41769, best error:       374.72159 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 625.8842773438s, input_fired_time: 7.3019900322, output_fired_time: 5.4197826385, propagate_forward_time: 239.2120056152, propagate_backward_time: 365.2122497559, weight_update_time: 0.6415340900, other_time: 8.7382202148
epoch time: 50.0623931885s, input_fired_time: 0.8577884436, output_fired_time: 0.0000000000, propagate_forward_time: 47.6443290710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5602760315
validation[          , genome 12922] predictions:    9880/  10000 (98.80%), best:    9883/10000 (98.83%), error:       377.27194, best error:       374.72159 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 626.1685791016s, input_fired_time: 7.3127059937, output_fired_time: 5.3577785492, propagate_forward_time: 239.5171051025, propagate_backward_time: 365.0353088379, weight_update_time: 0.6513375044, other_time: 8.9457092285
epoch time: 49.9629287720s, input_fired_time: 0.8664582372, output_fired_time: 0.0000000000, propagate_forward_time: 47.5445976257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5518722534
validation[          , genome 12922] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       384.28876, best error:       374.72159 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 623.0982666016s, input_fired_time: 7.3843297958, output_fired_time: 5.4249472618, propagate_forward_time: 237.8069305420, propagate_backward_time: 363.8617248535, weight_update_time: 0.6516237259, other_time: 8.6203308105
epoch time: 49.3792572021s, input_fired_time: 0.8390323520, output_fired_time: 0.0000000000, propagate_forward_time: 46.9984359741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5417900085
validation[          , genome 12922] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       381.31366, best error:       374.72159 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 616.9777832031s, input_fired_time: 7.2456293106, output_fired_time: 5.3458733559, propagate_forward_time: 235.5457305908, propagate_backward_time: 360.1753234863, weight_update_time: 0.6399426460, other_time: 8.6652526855
epoch time: 49.5535888672s, input_fired_time: 0.8634899259, output_fired_time: 0.0000000000, propagate_forward_time: 47.1472778320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428199768
validation[          , genome 12922] predictions:    9874/  10000 (98.74%), best:    9883/10000 (98.83%), error:       387.23682, best error:       374.72159 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 616.9269409180s, input_fired_time: 7.2412958145, output_fired_time: 5.3617954254, propagate_forward_time: 235.0202026367, propagate_backward_time: 360.7762451172, weight_update_time: 0.6366583705, other_time: 8.5274047852
epoch time: 49.9070320129s, input_fired_time: 0.8516679406, output_fired_time: 0.0000000000, propagate_forward_time: 47.5364952087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5188674927
validation[          , genome 12922] predictions:    9885/  10000 (98.85%), best:    9883/10000 (98.83%), error:       386.06805, best error:       374.72159 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 615.2853393555s, input_fired_time: 7.2558975220, output_fired_time: 5.3283081055, propagate_forward_time: 235.2214050293, propagate_backward_time: 358.9472045898, weight_update_time: 0.6314358711, other_time: 8.5325012207
epoch time: 49.5064582825s, input_fired_time: 0.8336232901, output_fired_time: 0.0000000000, propagate_forward_time: 47.1401634216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5326728821
validation[          , genome 12922] predictions:    9826/  10000 (98.26%), best:    9883/10000 (98.83%), error:       502.25217, best error:       374.72159 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 615.8858642578s, input_fired_time: 7.2203493118, output_fired_time: 5.3243441582, propagate_forward_time: 235.3756713867, propagate_backward_time: 359.3073425293, weight_update_time: 0.6431596875, other_time: 8.6581726074
epoch time: 49.4478759766s, input_fired_time: 0.8476694226, output_fired_time: 0.0000000000, propagate_forward_time: 47.1106185913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4895896912
validation[          , genome 12922] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       381.78250, best error:       374.72159 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 617.6719970703s, input_fired_time: 7.2623715401, output_fired_time: 5.3675007820, propagate_forward_time: 235.4867401123, propagate_backward_time: 360.9131469727, weight_update_time: 0.6400811672, other_time: 8.6422119141
epoch time: 50.5534057617s, input_fired_time: 0.8474936485, output_fired_time: 0.0000000000, propagate_forward_time: 48.1462249756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5596885681
validation[          , genome 12922] predictions:    9870/  10000 (98.70%), best:    9883/10000 (98.83%), error:       400.96869, best error:       374.72159 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 621.8460083008s, input_fired_time: 7.2909169197, output_fired_time: 5.4431223869, propagate_forward_time: 236.8271331787, propagate_backward_time: 363.5827331543, weight_update_time: 0.6449058056, other_time: 8.7021179199
epoch time: 48.2788925171s, input_fired_time: 0.8312063217, output_fired_time: 0.0000000000, propagate_forward_time: 45.9380149841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5096702576
validation[          , genome 12922] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       372.72885, best error:       372.72885 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 620.0447387695s, input_fired_time: 7.3160705566, output_fired_time: 5.5117683411, propagate_forward_time: 236.8030090332, propagate_backward_time: 361.6876220703, weight_update_time: 0.6348944306, other_time: 8.7262268066
epoch time: 49.4319610596s, input_fired_time: 0.8530256748, output_fired_time: 0.0000000000, propagate_forward_time: 47.0238609314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5550727844
validation[          , genome 12922] predictions:    9869/  10000 (98.69%), best:    9887/10000 (98.87%), error:       400.76797, best error:       372.72885 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 624.7880249023s, input_fired_time: 7.3587489128, output_fired_time: 5.4000759125, propagate_forward_time: 238.2843322754, propagate_backward_time: 364.9276428223, weight_update_time: 0.6515543461, other_time: 8.8171997070
epoch time: 50.5956840515s, input_fired_time: 0.8609741926, output_fired_time: 0.0000000000, propagate_forward_time: 48.1900024414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5447082520
validation[          , genome 12922] predictions:    9880/  10000 (98.80%), best:    9887/10000 (98.87%), error:       388.41995, best error:       372.72885 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 625.7439575195s, input_fired_time: 7.3414916992, output_fired_time: 5.4714913368, propagate_forward_time: 238.1722717285, propagate_backward_time: 365.9796142578, weight_update_time: 0.6541924477, other_time: 8.7790832520
epoch time: 50.2846221924s, input_fired_time: 0.8711240292, output_fired_time: 0.0000000000, propagate_forward_time: 47.8578720093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5556259155
validation[          , genome 12922] predictions:    9879/  10000 (98.79%), best:    9887/10000 (98.87%), error:       376.58374, best error:       372.72885 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 624.2159423828s, input_fired_time: 7.3309850693, output_fired_time: 5.4332976341, propagate_forward_time: 238.4320068359, propagate_backward_time: 364.2894897461, weight_update_time: 0.6457358599, other_time: 8.7301635742
epoch time: 49.5853767395s, input_fired_time: 0.8463237882, output_fired_time: 0.0000000000, propagate_forward_time: 47.2066078186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5324440002
validation[          , genome 12922] predictions:    9874/  10000 (98.74%), best:    9887/10000 (98.87%), error:       393.00366, best error:       372.72885 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 617.2417602539s, input_fired_time: 7.2838163376, output_fired_time: 5.3541569710, propagate_forward_time: 235.5829925537, propagate_backward_time: 360.4329528809, weight_update_time: 0.6327921152, other_time: 8.5877990723
epoch time: 49.4817161560s, input_fired_time: 0.8478797078, output_fired_time: 0.0000000000, propagate_forward_time: 47.0800666809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5537681580
validation[          , genome 12922] predictions:    9874/  10000 (98.74%), best:    9887/10000 (98.87%), error:       396.96411, best error:       372.72885 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 615.2144165039s, input_fired_time: 7.2290620804, output_fired_time: 5.3114981651, propagate_forward_time: 234.8890380859, propagate_backward_time: 359.1608581543, weight_update_time: 0.6348671913, other_time: 8.6239318848
epoch time: 49.3019180298s, input_fired_time: 0.8541951776, output_fired_time: 0.0000000000, propagate_forward_time: 46.8876419067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5600814819
validation[          , genome 12922] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       365.36810, best error:       365.36810 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 624.5049438477s, input_fired_time: 7.3882288933, output_fired_time: 5.3871145248, propagate_forward_time: 238.4440765381, propagate_backward_time: 364.4409484863, weight_update_time: 0.6520797610, other_time: 8.8445739746
epoch time: 49.8198738098s, input_fired_time: 0.8775625229, output_fired_time: 0.0000000000, propagate_forward_time: 47.3604545593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5818557739
validation[          , genome 12922] predictions:    9883/  10000 (98.83%), best:    9888/10000 (98.88%), error:       370.87683, best error:       365.36810 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 624.0997924805s, input_fired_time: 7.5074901581, output_fired_time: 5.4173455238, propagate_forward_time: 238.4611968994, propagate_backward_time: 363.9138183594, weight_update_time: 0.6576890349, other_time: 8.7999267578
epoch time: 49.3458862305s, input_fired_time: 0.8586009741, output_fired_time: 0.0000000000, propagate_forward_time: 46.9299278259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5573577881
validation[          , genome 12922] predictions:    9882/  10000 (98.82%), best:    9888/10000 (98.88%), error:       369.77240, best error:       365.36810 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 618.6939697266s, input_fired_time: 7.2624349594, output_fired_time: 5.3751163483, propagate_forward_time: 236.5316162109, propagate_backward_time: 360.8038635254, weight_update_time: 0.6368117332, other_time: 8.7209167480
epoch time: 49.4228782654s, input_fired_time: 0.8591705561, output_fired_time: 0.0000000000, propagate_forward_time: 47.0187110901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5449981689
validation[          , genome 12922] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       364.39536, best error:       364.39536 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 616.4818115234s, input_fired_time: 7.2511177063, output_fired_time: 5.3599810600, propagate_forward_time: 235.2551422119, propagate_backward_time: 359.9186096191, weight_update_time: 0.6352846622, other_time: 8.6969909668
epoch time: 49.3919105530s, input_fired_time: 0.8545638323, output_fired_time: 0.0000000000, propagate_forward_time: 46.9734687805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5638771057
validation[          , genome 12922] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       363.70959, best error:       363.70959 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 615.2270507812s, input_fired_time: 7.2598781586, output_fired_time: 5.3345503807, propagate_forward_time: 235.1812591553, propagate_backward_time: 358.7509460449, weight_update_time: 0.6353638172, other_time: 8.7004089355
epoch time: 49.2413368225s, input_fired_time: 0.8518588543, output_fired_time: 0.0000000000, propagate_forward_time: 46.8560562134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334205627
validation[          , genome 12922] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       383.45602, best error:       363.70959 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 622.4334106445s, input_fired_time: 7.3627438545, output_fired_time: 5.4658069611, propagate_forward_time: 237.8199615479, propagate_backward_time: 362.8679809570, weight_update_time: 0.6440530419, other_time: 8.9169311523
epoch time: 49.3347282410s, input_fired_time: 0.8499953747, output_fired_time: 0.0000000000, propagate_forward_time: 46.9154357910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5692977905
validation[          , genome 12922] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       380.89255, best error:       363.70959 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 615.6869506836s, input_fired_time: 7.2607350349, output_fired_time: 5.3708581924, propagate_forward_time: 234.9972991943, propagate_backward_time: 359.3783264160, weight_update_time: 0.6407297850, other_time: 8.6797180176
epoch time: 49.2383537292s, input_fired_time: 0.8470320702, output_fired_time: 0.0000000000, propagate_forward_time: 46.8550071716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5363159180
validation[          , genome 12922] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       374.68985, best error:       363.70959 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 615.9542236328s, input_fired_time: 7.2778463364, output_fired_time: 5.3239035606, propagate_forward_time: 234.7552337646, propagate_backward_time: 359.8673400879, weight_update_time: 0.6463389397, other_time: 8.7298889160
epoch time: 49.9389839172s, input_fired_time: 0.8716892600, output_fired_time: 0.0000000000, propagate_forward_time: 47.4931640625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5741310120
validation[          , genome 12922] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       382.98727, best error:       363.70959 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 621.0793457031s, input_fired_time: 7.3142871857, output_fired_time: 5.3793973923, propagate_forward_time: 237.1335906982, propagate_backward_time: 362.5064086914, weight_update_time: 0.6393100619, other_time: 8.7456665039
epoch time: 50.5115051270s, input_fired_time: 0.8661846519, output_fired_time: 0.0000000000, propagate_forward_time: 48.0641250610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5811958313
validation[          , genome 12922] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       382.77591, best error:       363.70959 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 624.5348510742s, input_fired_time: 7.3687524796, output_fired_time: 5.4175553322, propagate_forward_time: 237.9558868408, propagate_backward_time: 365.1273193359, weight_update_time: 0.6479635835, other_time: 8.6653442383
epoch time: 49.6535911560s, input_fired_time: 0.8547146320, output_fired_time: 0.0000000000, propagate_forward_time: 47.2986640930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5002136230
validation[          , genome 12922] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       379.91348, best error:       363.70959 on epoch:    94, 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: 253.7440185547s, input_fired_time: 4.3930335045, output_fired_time: 0.0000000000, propagate_forward_time: 241.3510437012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9999389648
best training[          , genome 12922] predictions:   49997/  50000 (99.99%), best:    9885/10000 (98.85%), error:       158.85126, best error:       363.70959 on epoch:    94, 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: 50.2003479004s, input_fired_time: 0.8542013168, output_fired_time: 0.0000000000, propagate_forward_time: 47.7513885498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5947570801
   testing[          , genome 12922] predictions:    9913/  10000 (99.13%), best:    9885/10000 (98.85%), error:       287.39471, best error:       363.70959 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:22:11 (24369): called boinc_finish(0)

</stderr_txt>
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