Nameexact_genome_1509103842_21_18698_0
Workunit2283865
Created31 Oct 2017, 4:09:08 UTC
Sent31 Oct 2017, 5:22:52 UTC
Report deadline18 Dec 2017, 23:59:25 UTC
Received4 Nov 2017, 22:38:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 2 hours 49 min 20 sec
CPU time1 days 2 hours 43 min 50 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size176.59 MB
Peak swap size175.13 MB
Peak disk usage6.00 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
932006836
epoch time: 67.5201568604s, input_fired_time: 1.3640615940, output_fired_time: 0.0000000000, propagate_forward_time: 64.1848449707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9712524414
validation[          , genome 18698] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       482.02316, best error:       482.02316 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 879.0729370117s, input_fired_time: 11.1119670868, output_fired_time: 11.4676551819, propagate_forward_time: 325.6908569336, propagate_backward_time: 519.7225341797, weight_update_time: 0.9691098332, other_time: 11.0799560547
epoch time: 68.5278625488s, input_fired_time: 1.3756048679, output_fired_time: 0.0000000000, propagate_forward_time: 65.1759796143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9762802124
validation[          , genome 18698] predictions:    9849/  10000 (98.49%), best:    9843/10000 (98.43%), error:       509.31827, best error:       482.02316 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 876.4770507813s, input_fired_time: 11.0910196304, output_fired_time: 11.4373512268, propagate_forward_time: 324.8625183105, propagate_backward_time: 518.0093383789, weight_update_time: 0.9610228539, other_time: 11.0768432617
epoch time: 68.3001708984s, input_fired_time: 1.3841967583, output_fired_time: 0.0000000000, propagate_forward_time: 64.9367370605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9792404175
validation[          , genome 18698] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       544.81702, best error:       482.02316 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 875.0710449219s, input_fired_time: 11.0793504715, output_fired_time: 11.4153823853, propagate_forward_time: 324.5809326172, propagate_backward_time: 516.9193115234, weight_update_time: 0.9617397189, other_time: 11.0760498047
epoch time: 68.0456924438s, input_fired_time: 1.3686106205, output_fired_time: 0.0000000000, propagate_forward_time: 64.7152938843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9617843628
validation[          , genome 18698] predictions:    9838/  10000 (98.38%), best:    9843/10000 (98.43%), error:       499.33679, best error:       482.02316 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 875.1118164063s, input_fired_time: 11.0856132507, output_fired_time: 11.4612941742, propagate_forward_time: 323.5986938477, propagate_backward_time: 517.8870849609, weight_update_time: 0.9644948840, other_time: 11.0791015625
epoch time: 68.5421142578s, input_fired_time: 1.3728696108, output_fired_time: 0.0000000000, propagate_forward_time: 65.2080535889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9611892700
validation[          , genome 18698] predictions:    9852/  10000 (98.52%), best:    9843/10000 (98.43%), error:       491.14847, best error:       482.02316 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 874.7413330078s, input_fired_time: 11.0656309128, output_fired_time: 11.3810663223, propagate_forward_time: 323.9992675781, propagate_backward_time: 517.1965942383, weight_update_time: 0.9641190171, other_time: 11.0988159180
epoch time: 68.8580093384s, input_fired_time: 1.3803780079, output_fired_time: 0.0000000000, propagate_forward_time: 65.4880828857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9895477295
validation[          , genome 18698] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       446.84894, best error:       446.84894 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 874.3614501953s, input_fired_time: 11.0844841003, output_fired_time: 11.4375095367, propagate_forward_time: 323.8622741699, propagate_backward_time: 516.8761596680, weight_update_time: 0.9592816234, other_time: 11.1010131836
epoch time: 68.2082595825s, input_fired_time: 1.3763003349, output_fired_time: 0.0000000000, propagate_forward_time: 64.8473358154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9846267700
validation[          , genome 18698] predictions:    9842/  10000 (98.42%), best:    9864/10000 (98.64%), error:       475.25769, best error:       446.84894 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 874.5264282227s, input_fired_time: 11.0594120026, output_fired_time: 11.3839035034, propagate_forward_time: 323.5729370117, propagate_backward_time: 517.4224853516, weight_update_time: 0.9514969587, other_time: 11.0877075195
epoch time: 67.6903762817s, input_fired_time: 1.3720122576, output_fired_time: 0.0000000000, propagate_forward_time: 64.3544692993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9638977051
validation[          , genome 18698] predictions:    9806/  10000 (98.06%), best:    9864/10000 (98.64%), error:       588.75745, best error:       446.84894 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 874.8238525391s, input_fired_time: 11.0936050415, output_fired_time: 11.4197225571, propagate_forward_time: 323.9677734375, propagate_backward_time: 517.2286987305, weight_update_time: 0.9608916044, other_time: 11.1140136719
epoch time: 68.2113265991s, input_fired_time: 1.3808317184, output_fired_time: 0.0000000000, propagate_forward_time: 64.8382644653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9922332764
validation[          , genome 18698] predictions:    9834/  10000 (98.34%), best:    9864/10000 (98.64%), error:       552.97369, best error:       446.84894 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 873.1724243164s, input_fired_time: 11.1029777527, output_fired_time: 11.4133911133, propagate_forward_time: 323.3020629883, propagate_backward_time: 516.2568969727, weight_update_time: 0.9679049253, other_time: 11.0971069336
epoch time: 67.8176803589s, input_fired_time: 1.3710243702, output_fired_time: 0.0000000000, propagate_forward_time: 64.5009689331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9456863403
validation[          , genome 18698] predictions:    9860/  10000 (98.60%), best:    9864/10000 (98.64%), error:       475.47714, best error:       446.84894 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 875.1248168945s, input_fired_time: 11.0664854050, output_fired_time: 11.4012012482, propagate_forward_time: 324.0280456543, propagate_backward_time: 517.5568847656, weight_update_time: 0.9610939622, other_time: 11.0722656250
epoch time: 67.8902893066s, input_fired_time: 1.3824347258, output_fired_time: 0.0000000000, propagate_forward_time: 64.5128860474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9949722290
validation[          , genome 18698] predictions:    9862/  10000 (98.62%), best:    9864/10000 (98.64%), error:       455.64255, best error:       446.84894 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 877.3005981445s, input_fired_time: 11.1190013885, output_fired_time: 11.4524087906, propagate_forward_time: 325.2364501953, propagate_backward_time: 518.4302368164, weight_update_time: 0.9559265375, other_time: 11.0625000000
epoch time: 68.4331130981s, input_fired_time: 1.3745630980, output_fired_time: 0.0000000000, propagate_forward_time: 65.0922241211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9663238525
validation[          , genome 18698] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       425.49698, best error:       425.49698 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 875.7454833984s, input_fired_time: 11.1121206284, output_fired_time: 11.4281597137, propagate_forward_time: 324.8044433594, propagate_backward_time: 517.3113403320, weight_update_time: 0.9659836292, other_time: 11.0894165039
epoch time: 68.3391342163s, input_fired_time: 1.3708002567, output_fired_time: 0.0000000000, propagate_forward_time: 64.9848556519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9834747314
validation[          , genome 18698] predictions:    9847/  10000 (98.47%), best:    9859/10000 (98.59%), error:       480.08478, best error:       425.49698 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 874.0641479492s, input_fired_time: 11.1049861908, output_fired_time: 11.3824586868, propagate_forward_time: 324.1865539551, propagate_backward_time: 516.3153076172, weight_update_time: 0.9574329257, other_time: 11.0748291016
epoch time: 68.2887802124s, input_fired_time: 1.3752747774, output_fired_time: 0.0000000000, propagate_forward_time: 64.9591751099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9543304443
validation[          , genome 18698] predictions:    9841/  10000 (98.41%), best:    9859/10000 (98.59%), error:       519.15509, best error:       425.49698 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 875.6455078125s, input_fired_time: 11.1140041351, output_fired_time: 11.4311485291, propagate_forward_time: 324.3782653809, propagate_backward_time: 517.6488647461, weight_update_time: 0.9593468904, other_time: 11.0731811523
epoch time: 68.5020675659s, input_fired_time: 1.3840911388, output_fired_time: 0.0000000000, propagate_forward_time: 65.1562118530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9617614746
validation[          , genome 18698] predictions:    9858/  10000 (98.58%), best:    9859/10000 (98.59%), error:       437.36670, best error:       425.49698 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 875.4927978516s, input_fired_time: 11.1142969131, output_fired_time: 11.4029884338, propagate_forward_time: 324.8868408203, propagate_backward_time: 516.9830932617, weight_update_time: 0.9598184228, other_time: 11.1055297852
epoch time: 69.0625457764s, input_fired_time: 1.3892948627, output_fired_time: 0.0000000000, propagate_forward_time: 65.7164993286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9567489624
validation[          , genome 18698] predictions:    9852/  10000 (98.52%), best:    9859/10000 (98.59%), error:       461.72842, best error:       425.49698 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 883.1163330078s, input_fired_time: 11.2198314667, output_fired_time: 11.5414934158, propagate_forward_time: 327.8703308105, propagate_backward_time: 521.3616943359, weight_update_time: 0.9622284174, other_time: 11.1229248047
epoch time: 68.6070785522s, input_fired_time: 1.3981091976, output_fired_time: 0.0000000000, propagate_forward_time: 65.1937332153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0152359009
validation[          , genome 18698] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       425.14343, best error:       425.14343 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 880.2951049805s, input_fired_time: 11.1923942566, output_fired_time: 11.5158805847, propagate_forward_time: 325.4764404297, propagate_backward_time: 520.9437866211, weight_update_time: 0.9621172547, other_time: 11.1666259766
epoch time: 69.5520629883s, input_fired_time: 1.3994145393, output_fired_time: 0.0000000000, propagate_forward_time: 66.2018585205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9507904053
validation[          , genome 18698] predictions:    9837/  10000 (98.37%), best:    9871/10000 (98.71%), error:       490.29813, best error:       425.14343 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 884.3095703125s, input_fired_time: 11.2209081650, output_fired_time: 11.5356950760, propagate_forward_time: 327.8075866699, propagate_backward_time: 522.6189575195, weight_update_time: 0.9631190896, other_time: 11.1264038086
epoch time: 68.6534652710s, input_fired_time: 1.3902564049, output_fired_time: 0.0000000000, propagate_forward_time: 65.2633056641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9999008179
validation[          , genome 18698] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       409.25851, best error:       409.25851 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 883.0422363281s, input_fired_time: 11.1960525513, output_fired_time: 11.5153198242, propagate_forward_time: 327.4578857422, propagate_backward_time: 521.7022705078, weight_update_time: 0.9669023156, other_time: 11.1707153320
epoch time: 68.3933029175s, input_fired_time: 1.3976020813, output_fired_time: 0.0000000000, propagate_forward_time: 65.0074234009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9882736206
validation[          , genome 18698] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       365.47589, best error:       365.47589 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 883.9723510742s, input_fired_time: 11.2320947647, output_fired_time: 11.4687557220, propagate_forward_time: 328.5528259277, propagate_backward_time: 521.5684814453, weight_update_time: 0.9710749388, other_time: 11.1501464844
epoch time: 68.6054840088s, input_fired_time: 1.3935571909, output_fired_time: 0.0000000000, propagate_forward_time: 65.2274475098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9844818115
validation[          , genome 18698] predictions:    9874/  10000 (98.74%), best:    9878/10000 (98.78%), error:       396.93433, best error:       365.47589 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 883.8751831055s, input_fired_time: 11.2170362473, output_fired_time: 11.4939746857, propagate_forward_time: 327.6050720215, propagate_backward_time: 522.4161376953, weight_update_time: 0.9653065205, other_time: 11.1429443359
epoch time: 69.2246246338s, input_fired_time: 1.3980945349, output_fired_time: 0.0000000000, propagate_forward_time: 65.8578948975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9686355591
validation[          , genome 18698] predictions:    9867/  10000 (98.67%), best:    9878/10000 (98.78%), error:       416.23764, best error:       365.47589 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 883.7235107422s, input_fired_time: 11.2235546112, output_fired_time: 11.5296564102, propagate_forward_time: 327.1108703613, propagate_backward_time: 522.7748413086, weight_update_time: 0.9593567252, other_time: 11.0845336914
epoch time: 69.1746215820s, input_fired_time: 1.3981328011, output_fired_time: 0.0000000000, propagate_forward_time: 65.8157119751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9607772827
validation[          , genome 18698] predictions:    9876/  10000 (98.76%), best:    9878/10000 (98.78%), error:       388.75415, best error:       365.47589 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 883.6406860352s, input_fired_time: 11.2255077362, output_fired_time: 11.5094823837, propagate_forward_time: 327.5815124512, propagate_backward_time: 522.2039794922, weight_update_time: 0.9713064432, other_time: 11.1202392578
epoch time: 68.7643051147s, input_fired_time: 1.3923573494, output_fired_time: 0.0000000000, propagate_forward_time: 65.4061813354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9657669067
validation[          , genome 18698] predictions:    9887/  10000 (98.87%), best:    9878/10000 (98.78%), error:       397.95773, best error:       365.47589 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 883.2184448242s, input_fired_time: 11.2499561310, output_fired_time: 11.5589485168, propagate_forward_time: 327.3442993164, propagate_backward_time: 521.9306030273, weight_update_time: 0.9645773768, other_time: 11.1346435547
epoch time: 69.8136596680s, input_fired_time: 1.4040139914, output_fired_time: 0.0000000000, propagate_forward_time: 66.4315567017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9780883789
validation[          , genome 18698] predictions:    9867/  10000 (98.67%), best:    9878/10000 (98.78%), error:       403.18152, best error:       365.47589 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 881.3895874023s, input_fired_time: 11.2122287750, output_fired_time: 11.5103378296, propagate_forward_time: 326.0152893066, propagate_backward_time: 521.5061035156, weight_update_time: 0.9643363357, other_time: 11.1456298828
epoch time: 69.3166809082s, input_fired_time: 1.4098792076, output_fired_time: 0.0000000000, propagate_forward_time: 65.9246139526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9821853638
validation[          , genome 18698] predictions:    9864/  10000 (98.64%), best:    9878/10000 (98.78%), error:       426.53854, best error:       365.47589 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 884.7175903320s, input_fired_time: 11.2207803726, output_fired_time: 11.5244722366, propagate_forward_time: 327.9696960449, propagate_backward_time: 522.8618164063, weight_update_time: 0.9720889330, other_time: 11.1408691406
epoch time: 68.8090209961s, input_fired_time: 1.3919079304, output_fired_time: 0.0000000000, propagate_forward_time: 65.4274139404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9897003174
validation[          , genome 18698] predictions:    9881/  10000 (98.81%), best:    9878/10000 (98.78%), error:       390.02802, best error:       365.47589 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 883.4057006836s, input_fired_time: 11.2257614136, output_fired_time: 11.5231571198, propagate_forward_time: 327.4433593750, propagate_backward_time: 522.0650024414, weight_update_time: 0.9686286449, other_time: 11.1484375000
epoch time: 68.9369659424s, input_fired_time: 1.4018781185, output_fired_time: 0.0000000000, propagate_forward_time: 65.5449218750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9901657104
validation[          , genome 18698] predictions:    9876/  10000 (98.76%), best:    9878/10000 (98.78%), error:       381.76321, best error:       365.47589 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 883.2696533203s, input_fired_time: 11.2483396530, output_fired_time: 11.5155172348, propagate_forward_time: 327.8883972168, propagate_backward_time: 521.4898071289, weight_update_time: 0.9678311944, other_time: 11.1276245117
epoch time: 68.8854827881s, input_fired_time: 1.3991527557, output_fired_time: 0.0000000000, propagate_forward_time: 65.5443038940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9420242310
validation[          , genome 18698] predictions:    9871/  10000 (98.71%), best:    9878/10000 (98.78%), error:       410.33371, best error:       365.47589 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 884.0520629883s, input_fired_time: 11.2523221970, output_fired_time: 11.5445671082, propagate_forward_time: 328.0009460449, propagate_backward_time: 522.1098632813, weight_update_time: 0.9672811627, other_time: 11.1444091797
epoch time: 69.1050949097s, input_fired_time: 1.4053891897, output_fired_time: 0.0000000000, propagate_forward_time: 65.7213745117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9783325195
validation[          , genome 18698] predictions:    9868/  10000 (98.68%), best:    9878/10000 (98.78%), error:       425.57065, best error:       365.47589 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 880.4594726563s, input_fired_time: 11.2274560928, output_fired_time: 11.4919357300, propagate_forward_time: 325.9414062500, propagate_backward_time: 520.6609497070, weight_update_time: 0.9633978009, other_time: 11.1376953125
epoch time: 69.1515579224s, input_fired_time: 1.4119309187, output_fired_time: 0.0000000000, propagate_forward_time: 65.7604675293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9791564941
validation[          , genome 18698] predictions:    9871/  10000 (98.71%), best:    9878/10000 (98.78%), error:       419.17603, best error:       365.47589 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 881.9566040039s, input_fired_time: 11.2174482346, output_fired_time: 11.5236616135, propagate_forward_time: 325.8882141113, propagate_backward_time: 522.1605834961, weight_update_time: 0.9682477117, other_time: 11.1666870117
epoch time: 68.6604156494s, input_fired_time: 1.3949778080, output_fired_time: 0.0000000000, propagate_forward_time: 65.2936630249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9717712402
validation[          , genome 18698] predictions:    9857/  10000 (98.57%), best:    9878/10000 (98.78%), error:       454.56702, best error:       365.47589 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 883.6182861328s, input_fired_time: 11.2342433929, output_fired_time: 11.5590744019, propagate_forward_time: 327.4311218262, propagate_backward_time: 522.2840576172, weight_update_time: 0.9614409804, other_time: 11.1097412109
epoch time: 69.0725784302s, input_fired_time: 1.4038404226, output_fired_time: 0.0000000000, propagate_forward_time: 65.6875762939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9811630249
validation[          , genome 18698] predictions:    9865/  10000 (98.65%), best:    9878/10000 (98.78%), error:       419.32346, best error:       365.47589 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 881.7629394531s, input_fired_time: 11.2189569473, output_fired_time: 11.4712905884, propagate_forward_time: 326.5833435059, propagate_backward_time: 521.3447875977, weight_update_time: 0.9697604775, other_time: 11.1445922852
epoch time: 68.6724395752s, input_fired_time: 1.3935731649, output_fired_time: 0.0000000000, propagate_forward_time: 65.2948532104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9840164185
validation[          , genome 18698] predictions:    9879/  10000 (98.79%), best:    9878/10000 (98.78%), error:       382.19290, best error:       365.47589 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 884.6776123047s, input_fired_time: 11.2345705032, output_fired_time: 11.5817689896, propagate_forward_time: 327.9227600098, propagate_backward_time: 522.7658081055, weight_update_time: 0.9667432904, other_time: 11.1726684570
epoch time: 68.7326278687s, input_fired_time: 1.4111702442, output_fired_time: 0.0000000000, propagate_forward_time: 65.3276138306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9938430786
validation[          , genome 18698] predictions:    9871/  10000 (98.71%), best:    9878/10000 (98.78%), error:       412.62671, best error:       365.47589 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 884.5521850586s, input_fired_time: 11.2429456711, output_fired_time: 11.4860115051, propagate_forward_time: 327.7556457520, propagate_backward_time: 522.9030151367, weight_update_time: 0.9617042542, other_time: 11.1646118164
epoch time: 69.7133178711s, input_fired_time: 1.4181391001, output_fired_time: 0.0000000000, propagate_forward_time: 66.3261718750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9690093994
validation[          , genome 18698] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       359.59183, best error:       359.59183 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 880.2188720703s, input_fired_time: 11.2134408951, output_fired_time: 11.4621953964, propagate_forward_time: 325.3797912598, propagate_backward_time: 520.9788208008, weight_update_time: 0.9731872082, other_time: 11.1846313477
epoch time: 68.7018661499s, input_fired_time: 1.4038882256, output_fired_time: 0.0000000000, propagate_forward_time: 65.3017196655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9962615967
validation[          , genome 18698] predictions:    9874/  10000 (98.74%), best:    9894/10000 (98.94%), error:       425.53824, best error:       359.59183 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 884.4594726563s, input_fired_time: 11.2663278580, output_fired_time: 11.5232200623, propagate_forward_time: 328.1507263184, propagate_backward_time: 522.3627319336, weight_update_time: 0.9589213729, other_time: 11.1564331055
epoch time: 68.9595642090s, input_fired_time: 1.3979504108, output_fired_time: 0.0000000000, propagate_forward_time: 65.5888900757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9727249146
validation[          , genome 18698] predictions:    9876/  10000 (98.76%), best:    9894/10000 (98.94%), error:       375.78922, best error:       359.59183 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 884.8783569336s, input_fired_time: 11.2432680130, output_fired_time: 11.5845689774, propagate_forward_time: 327.7348632813, propagate_backward_time: 523.1388549805, weight_update_time: 0.9651082158, other_time: 11.1767578125
epoch time: 69.0144958496s, input_fired_time: 1.4014602900, output_fired_time: 0.0000000000, propagate_forward_time: 65.6176910400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9953460693
validation[          , genome 18698] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       349.28024, best error:       349.28024 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 886.2068481445s, input_fired_time: 11.2784461975, output_fired_time: 11.5289592743, propagate_forward_time: 327.5183715820, propagate_backward_time: 524.6546020508, weight_update_time: 0.9732657075, other_time: 11.2265014648
epoch time: 69.2087478638s, input_fired_time: 1.4085980654, output_fired_time: 0.0000000000, propagate_forward_time: 65.8088760376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9912719727
validation[          , genome 18698] predictions:    9893/  10000 (98.93%), best:    9894/10000 (98.94%), error:       353.68192, best error:       349.28024 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 883.9201660156s, input_fired_time: 11.2462158203, output_fired_time: 11.5165233612, propagate_forward_time: 327.5027465820, propagate_backward_time: 522.4783935547, weight_update_time: 0.9698280096, other_time: 11.1762695313
epoch time: 68.8710098267s, input_fired_time: 1.4068399668, output_fired_time: 0.0000000000, propagate_forward_time: 65.4672088623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9969635010
validation[          , genome 18698] predictions:    9885/  10000 (98.85%), best:    9894/10000 (98.94%), error:       365.27115, best error:       349.28024 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 881.5300292969s, input_fired_time: 11.2509632111, output_fired_time: 11.5111436844, propagate_forward_time: 326.3531799316, propagate_backward_time: 521.1842041016, weight_update_time: 0.9645178914, other_time: 11.2304687500
epoch time: 68.4341659546s, input_fired_time: 1.4067765474, output_fired_time: 0.0000000000, propagate_forward_time: 65.0374603271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9899291992
validation[          , genome 18698] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       337.28195, best error:       337.28195 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 882.2062377930s, input_fired_time: 11.2773408890, output_fired_time: 11.4880094528, propagate_forward_time: 326.9133300781, propagate_backward_time: 521.2968750000, weight_update_time: 0.9729649425, other_time: 11.2306518555
epoch time: 69.0324172974s, input_fired_time: 1.4092236757, output_fired_time: 0.0000000000, propagate_forward_time: 65.6231231689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0000686646
validation[          , genome 18698] predictions:    9884/  10000 (98.84%), best:    9894/10000 (98.94%), error:       367.83170, best error:       337.28195 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 883.2727050781s, input_fired_time: 11.2665796280, output_fired_time: 11.5252599716, propagate_forward_time: 326.8454589844, propagate_backward_time: 522.4790649414, weight_update_time: 0.9659650922, other_time: 11.1563110352
epoch time: 68.6318206787s, input_fired_time: 1.3941209316, output_fired_time: 0.0000000000, propagate_forward_time: 65.2585525513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9791488647
validation[          , genome 18698] predictions:    9866/  10000 (98.66%), best:    9894/10000 (98.94%), error:       415.07718, best error:       337.28195 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 880.1491088867s, input_fired_time: 11.2265396118, output_fired_time: 11.4688386917, propagate_forward_time: 325.8623352051, propagate_backward_time: 520.3864135742, weight_update_time: 0.9646865129, other_time: 11.2050170898
epoch time: 68.5435638428s, input_fired_time: 1.4016224146, output_fired_time: 0.0000000000, propagate_forward_time: 65.1534957886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9884490967
validation[          , genome 18698] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       333.69492, best error:       333.69492 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 880.6120605469s, input_fired_time: 11.2482728958, output_fired_time: 11.5076761246, propagate_forward_time: 325.6795349121, propagate_backward_time: 520.9990234375, weight_update_time: 0.9704670906, other_time: 11.1774902344
epoch time: 68.4283752441s, input_fired_time: 1.4089252949, output_fired_time: 0.0000000000, propagate_forward_time: 65.0181884766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0012588501
validation[          , genome 18698] predictions:    9880/  10000 (98.80%), best:    9901/10000 (99.01%), error:       381.13916, best error:       333.69492 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 881.2992553711s, input_fired_time: 11.2423505783, output_fired_time: 11.4983654022, propagate_forward_time: 326.3848266602, propagate_backward_time: 521.0186767578, weight_update_time: 0.9655092955, other_time: 11.1550292969
epoch time: 68.2524642944s, input_fired_time: 1.4023470879, output_fired_time: 0.0000000000, propagate_forward_time: 64.8407440186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0093765259
validation[          , genome 18698] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       335.65326, best error:       333.69492 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 881.6694946289s, input_fired_time: 11.2704916000, output_fired_time: 11.4839630127, propagate_forward_time: 327.0289001465, propagate_backward_time: 520.7376098633, weight_update_time: 0.9632532001, other_time: 11.1484985352
epoch time: 68.6906127930s, input_fired_time: 1.4109276533, output_fired_time: 0.0000000000, propagate_forward_time: 65.3038635254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9758224487
validation[          , genome 18698] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       357.98499, best error:       333.69492 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 879.5454711914s, input_fired_time: 11.2301149368, output_fired_time: 11.4983921051, propagate_forward_time: 325.3654174805, propagate_backward_time: 520.2825927734, weight_update_time: 0.9666331410, other_time: 11.1689453125
epoch time: 68.9025802612s, input_fired_time: 1.4080206156, output_fired_time: 0.0000000000, propagate_forward_time: 65.5169143677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9776458740
validation[          , genome 18698] predictions:    9882/  10000 (98.82%), best:    9901/10000 (99.01%), error:       420.88528, best error:       333.69492 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 879.4846191406s, input_fired_time: 11.2419509888, output_fired_time: 11.4805192947, propagate_forward_time: 325.6135253906, propagate_backward_time: 519.9390258789, weight_update_time: 0.9648190737, other_time: 11.2095947266
epoch time: 69.1296234131s, input_fired_time: 1.4136680365, output_fired_time: 0.0000000000, propagate_forward_time: 65.7282714844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9876861572
validation[          , genome 18698] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       339.63361, best error:       333.69492 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 881.1245117188s, input_fired_time: 11.2618093491, output_fired_time: 11.4993600845, propagate_forward_time: 326.7610168457, propagate_backward_time: 520.4199829102, weight_update_time: 0.9621584415, other_time: 11.1823120117
epoch time: 69.3243026733s, input_fired_time: 1.4151538610, output_fired_time: 0.0000000000, propagate_forward_time: 65.9265594482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9825897217
validation[          , genome 18698] predictions:    9881/  10000 (98.81%), best:    9901/10000 (99.01%), error:       395.75916, best error:       333.69492 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 878.2280273438s, input_fired_time: 11.2519674301, output_fired_time: 11.4610967636, propagate_forward_time: 324.9501342773, propagate_backward_time: 519.3916015625, weight_update_time: 0.9601934552, other_time: 11.1732177734
epoch time: 69.3304901123s, input_fired_time: 1.4064615965, output_fired_time: 0.0000000000, propagate_forward_time: 65.9530639648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9709625244
validation[          , genome 18698] predictions:    9866/  10000 (98.66%), best:    9901/10000 (99.01%), error:       457.61993, best error:       333.69492 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 880.3953857422s, input_fired_time: 11.2447595596, output_fired_time: 11.4927721024, propagate_forward_time: 326.2977905273, propagate_backward_time: 520.2458496094, weight_update_time: 0.9658572674, other_time: 11.1141967773
epoch time: 67.9130096436s, input_fired_time: 1.3987500668, output_fired_time: 0.0000000000, propagate_forward_time: 64.5409088135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9733505249
validation[          , genome 18698] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       340.96222, best error:       333.69492 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 879.3522949219s, input_fired_time: 11.2457532883, output_fired_time: 11.4918584824, propagate_forward_time: 325.5574645996, propagate_backward_time: 519.9595947266, weight_update_time: 0.9675824046, other_time: 11.0976562500
epoch time: 68.8826446533s, input_fired_time: 1.4084676504, output_fired_time: 0.0000000000, propagate_forward_time: 65.4867477417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9874267578
validation[          , genome 18698] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       354.21744, best error:       333.69492 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 878.4730224609s, input_fired_time: 11.2330017090, output_fired_time: 11.4742317200, propagate_forward_time: 324.9689941406, propagate_backward_time: 519.6379394531, weight_update_time: 0.9572079182, other_time: 11.1588134766
epoch time: 68.4260635376s, input_fired_time: 1.4004399776, output_fired_time: 0.0000000000, propagate_forward_time: 65.0375823975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9880447388
validation[          , genome 18698] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       332.28091, best error:       332.28091 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 880.8360595703s, input_fired_time: 11.2623119354, output_fired_time: 11.5150804520, propagate_forward_time: 326.6652832031, propagate_backward_time: 520.2719116211, weight_update_time: 0.9613476396, other_time: 11.1214599609
epoch time: 68.1935119629s, input_fired_time: 1.4057511091, output_fired_time: 0.0000000000, propagate_forward_time: 64.8162155151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9715423584
validation[          , genome 18698] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       332.36414, best error:       332.28091 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 881.1412353516s, input_fired_time: 11.2590093613, output_fired_time: 11.5136966705, propagate_forward_time: 325.9093322754, propagate_backward_time: 521.3109741211, weight_update_time: 0.9640745521, other_time: 11.1482543945
epoch time: 68.6326370239s, input_fired_time: 1.4070529938, output_fired_time: 0.0000000000, propagate_forward_time: 65.2527389526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9728469849
validation[          , genome 18698] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       339.82327, best error:       332.28091 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 880.6987915039s, input_fired_time: 11.2605543137, output_fired_time: 11.4987764359, propagate_forward_time: 326.7132873535, propagate_backward_time: 520.0881347656, weight_update_time: 0.9710299969, other_time: 11.1380615234
epoch time: 68.5143203735s, input_fired_time: 1.4084448814, output_fired_time: 0.0000000000, propagate_forward_time: 65.1222991943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9835739136
validation[          , genome 18698] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       335.00223, best error:       332.28091 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 879.2592773438s, input_fired_time: 11.2537240982, output_fired_time: 11.4616470337, propagate_forward_time: 325.2613830566, propagate_backward_time: 520.1290893555, weight_update_time: 0.9638311267, other_time: 11.1533813477
epoch time: 69.2352981567s, input_fired_time: 1.4259141684, output_fired_time: 0.0000000000, propagate_forward_time: 65.8217391968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9876480103
validation[          , genome 18698] predictions:    9885/  10000 (98.85%), best:    9899/10000 (98.99%), error:       355.37665, best error:       332.28091 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 881.4537353516s, input_fired_time: 11.2710590363, output_fired_time: 11.4986867905, propagate_forward_time: 326.4290466309, propagate_backward_time: 521.0902099609, weight_update_time: 0.9636216760, other_time: 11.1647949219
epoch time: 69.0906906128s, input_fired_time: 1.4160503149, output_fired_time: 0.0000000000, propagate_forward_time: 65.6911087036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9835281372
validation[          , genome 18698] predictions:    9879/  10000 (98.79%), best:    9899/10000 (98.99%), error:       388.90598, best error:       332.28091 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 880.4442138672s, input_fired_time: 11.2908811569, output_fired_time: 11.5039033890, propagate_forward_time: 325.6746520996, propagate_backward_time: 520.6922607422, weight_update_time: 0.9730811715, other_time: 11.2824707031
epoch time: 68.2378768921s, input_fired_time: 1.4102274179, output_fired_time: 0.0000000000, propagate_forward_time: 64.8035507202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0241012573
validation[          , genome 18698] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       342.87991, best error:       332.28091 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 881.5296630859s, input_fired_time: 11.3283739090, output_fired_time: 11.5071144104, propagate_forward_time: 326.2662658691, propagate_backward_time: 520.9746093750, weight_update_time: 0.9725726843, other_time: 11.4532470703
epoch time: 69.2706069946s, input_fired_time: 1.4226927757, output_fired_time: 0.0000000000, propagate_forward_time: 65.8251953125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0227203369
validation[          , genome 18698] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       331.00446, best error:       331.00446 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 878.8647460938s, input_fired_time: 11.3369951248, output_fired_time: 11.5136442184, propagate_forward_time: 325.0547790527, propagate_backward_time: 519.5001220703, weight_update_time: 0.9777044654, other_time: 11.4592285156
epoch time: 67.8572158813s, input_fired_time: 1.4094089270, output_fired_time: 0.0000000000, propagate_forward_time: 64.4173507690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0304565430
validation[          , genome 18698] predictions:    9891/  10000 (98.91%), best:    9898/10000 (98.98%), error:       338.98514, best error:       331.00446 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 882.1566162109s, input_fired_time: 11.3753929138, output_fired_time: 11.5249872208, propagate_forward_time: 326.4190063477, propagate_backward_time: 521.3562011719, weight_update_time: 0.9846182466, other_time: 11.4810791016
epoch time: 68.8120956421s, input_fired_time: 1.4139137268, output_fired_time: 0.0000000000, propagate_forward_time: 65.3778152466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0203628540
validation[          , genome 18698] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       323.67377, best error:       323.67377 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 880.4693603516s, input_fired_time: 11.3251285553, output_fired_time: 11.5202703476, propagate_forward_time: 325.4068908691, propagate_backward_time: 520.7092285156, weight_update_time: 0.9792088866, other_time: 11.5078125000
epoch time: 68.5398254395s, input_fired_time: 1.4184175730, output_fired_time: 0.0000000000, propagate_forward_time: 65.0523071289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0690994263
validation[          , genome 18698] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       333.48288, best error:       323.67377 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 882.7046508789s, input_fired_time: 11.3560676575, output_fired_time: 11.5544824600, propagate_forward_time: 326.8153686523, propagate_backward_time: 521.4546508789, weight_update_time: 0.9824255109, other_time: 11.5240478516
epoch time: 69.2532577515s, input_fired_time: 1.4262657166, output_fired_time: 0.0000000000, propagate_forward_time: 65.7905044556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0364913940
validation[          , genome 18698] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       340.15948, best error:       323.67377 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 881.0061645508s, input_fired_time: 11.3416805267, output_fired_time: 11.5431766510, propagate_forward_time: 325.8312377930, propagate_backward_time: 520.7657470703, weight_update_time: 0.9796594381, other_time: 11.5243530273
epoch time: 68.6612777710s, input_fired_time: 1.4261641502, output_fired_time: 0.0000000000, propagate_forward_time: 65.1619644165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0731506348
validation[          , genome 18698] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       342.27930, best error:       323.67377 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 879.9174804688s, input_fired_time: 11.3439455032, output_fired_time: 11.5331125259, propagate_forward_time: 325.0542907715, propagate_backward_time: 520.5307617188, weight_update_time: 0.9746438265, other_time: 11.4553222656
epoch time: 68.8289108276s, input_fired_time: 1.4235841036, output_fired_time: 0.0000000000, propagate_forward_time: 65.3740081787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0313186646
validation[          , genome 18698] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       324.41461, best error:       323.67377 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 880.7524414063s, input_fired_time: 11.3172416687, output_fired_time: 11.4987878799, propagate_forward_time: 325.9502258301, propagate_backward_time: 520.5344848633, weight_update_time: 0.9804589748, other_time: 11.4517211914
epoch time: 69.1055831909s, input_fired_time: 1.4224134684, output_fired_time: 0.0000000000, propagate_forward_time: 65.6610565186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0221099854
validation[          , genome 18698] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       336.60144, best error:       323.67377 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 881.5078735352s, input_fired_time: 11.3558683395, output_fired_time: 11.5276575089, propagate_forward_time: 326.7279663086, propagate_backward_time: 520.4357910156, weight_update_time: 0.9772059917, other_time: 11.4605712891
epoch time: 68.5230941772s, input_fired_time: 1.4214205742, output_fired_time: 0.0000000000, propagate_forward_time: 65.0518798828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0497970581
validation[          , genome 18698] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       332.54150, best error:       323.67377 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 879.2340087891s, input_fired_time: 11.3600397110, output_fired_time: 11.5438203812, propagate_forward_time: 325.3109436035, propagate_backward_time: 519.5177612305, weight_update_time: 0.9790157080, other_time: 11.5014038086
epoch time: 68.4881439209s, input_fired_time: 1.4156970978, output_fired_time: 0.0000000000, propagate_forward_time: 65.0114517212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0609970093
validation[          , genome 18698] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       338.27753, best error:       323.67377 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 879.6470336914s, input_fired_time: 11.3282718658, output_fired_time: 11.5407361984, propagate_forward_time: 325.4311828613, propagate_backward_time: 519.8840332031, weight_update_time: 0.9790318012, other_time: 11.4628906250
epoch time: 68.9304351807s, input_fired_time: 1.4238686562, output_fired_time: 0.0000000000, propagate_forward_time: 65.4466629028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0599060059
validation[          , genome 18698] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       320.69504, best error:       320.69504 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 877.8036499023s, input_fired_time: 11.3163070679, output_fired_time: 11.5188674927, propagate_forward_time: 324.3553161621, propagate_backward_time: 519.2098388672, weight_update_time: 0.9755427837, other_time: 11.4033203125
epoch time: 67.7698898315s, input_fired_time: 1.4086114168, output_fired_time: 0.0000000000, propagate_forward_time: 64.3343505859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0269241333
validation[          , genome 18698] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       337.48907, best error:       320.69504 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 879.4110107422s, input_fired_time: 11.3312530518, output_fired_time: 11.4922361374, propagate_forward_time: 325.0627136230, propagate_backward_time: 520.1044921875, weight_update_time: 0.9769052863, other_time: 11.4202880859
epoch time: 67.7512435913s, input_fired_time: 1.4131016731, output_fired_time: 0.0000000000, propagate_forward_time: 64.3089523315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0291900635
validation[          , genome 18698] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       340.93619, best error:       320.69504 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 882.2034301758s, input_fired_time: 11.3636999130, output_fired_time: 11.5702505112, propagate_forward_time: 326.1424255371, propagate_backward_time: 521.7098999023, weight_update_time: 0.9761882424, other_time: 11.4171752930
epoch time: 69.0913314819s, input_fired_time: 1.4301942587, output_fired_time: 0.0000000000, propagate_forward_time: 65.6141586304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0469818115
validation[          , genome 18698] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       341.49271, best error:       320.69504 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 880.3741455078s, input_fired_time: 11.3088083267, output_fired_time: 11.5156135559, propagate_forward_time: 325.1992797852, propagate_backward_time: 520.8534545898, weight_update_time: 0.9772109985, other_time: 11.4969482422
epoch time: 68.5960617065s, input_fired_time: 1.4150849581, output_fired_time: 0.0000000000, propagate_forward_time: 65.1418609619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0391159058
validation[          , genome 18698] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       326.86166, best error:       320.69504 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 878.5728759766s, input_fired_time: 11.3307704926, output_fired_time: 11.5009841919, propagate_forward_time: 323.9578552246, propagate_backward_time: 520.3622436523, weight_update_time: 0.9715314507, other_time: 11.4210815430
epoch time: 68.9787673950s, input_fired_time: 1.4354434013, output_fired_time: 0.0000000000, propagate_forward_time: 65.4993057251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0440216064
validation[          , genome 18698] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       325.16400, best error:       320.69504 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 879.2741699219s, input_fired_time: 11.3510026932, output_fired_time: 11.4952154160, propagate_forward_time: 324.7625732422, propagate_backward_time: 520.2319946289, weight_update_time: 0.9739480019, other_time: 11.4333496094
epoch time: 68.6565628052s, input_fired_time: 1.4225190878, output_fired_time: 0.0000000000, propagate_forward_time: 65.1927642822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0412826538
validation[          , genome 18698] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       338.49619, best error:       320.69504 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 877.3498535156s, input_fired_time: 11.3139638901, output_fired_time: 11.5048818588, propagate_forward_time: 323.5844726563, propagate_backward_time: 519.5180053711, weight_update_time: 0.9777996540, other_time: 11.4285278320
epoch time: 68.2547073364s, input_fired_time: 1.4151446819, output_fired_time: 0.0000000000, propagate_forward_time: 64.8161773682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0233840942
validation[          , genome 18698] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       326.90057, best error:       320.69504 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 879.2258911133s, input_fired_time: 11.3297128677, output_fired_time: 11.5073852539, propagate_forward_time: 324.7777709961, propagate_backward_time: 520.2368164063, weight_update_time: 0.9752936363, other_time: 11.3742065430
epoch time: 68.3194046021s, input_fired_time: 1.4252002239, output_fired_time: 0.0000000000, propagate_forward_time: 64.8663864136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0278167725
validation[          , genome 18698] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       335.29663, best error:       320.69504 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 879.4505004883s, input_fired_time: 11.3040800095, output_fired_time: 11.5021152496, propagate_forward_time: 324.5236206055, propagate_backward_time: 520.7565307617, weight_update_time: 0.9712239504, other_time: 11.3641357422
epoch time: 67.8814468384s, input_fired_time: 1.4154597521, output_fired_time: 0.0000000000, propagate_forward_time: 64.4228515625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0431365967
validation[          , genome 18698] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       326.04556, best error:       320.69504 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 880.1525268555s, input_fired_time: 11.3371200562, output_fired_time: 11.4969558716, propagate_forward_time: 325.4548034668, propagate_backward_time: 520.4927368164, weight_update_time: 0.9721001983, other_time: 11.3709106445
epoch time: 68.5049972534s, input_fired_time: 1.4263756275, output_fired_time: 0.0000000000, propagate_forward_time: 65.0245056152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0541152954
validation[          , genome 18698] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       333.28717, best error:       320.69504 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 879.3610839844s, input_fired_time: 11.3388442993, output_fired_time: 11.5240449905, propagate_forward_time: 324.1279602051, propagate_backward_time: 520.9368896484, weight_update_time: 0.9690968394, other_time: 11.4333496094
epoch time: 68.1658401489s, input_fired_time: 1.4158331156, output_fired_time: 0.0000000000, propagate_forward_time: 64.7170867920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0329208374
validation[          , genome 18698] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       348.42126, best error:       320.69504 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 875.4913940430s, input_fired_time: 11.3328828812, output_fired_time: 11.5188312531, propagate_forward_time: 323.4703979492, propagate_backward_time: 517.6961669922, weight_update_time: 0.9668226242, other_time: 11.4730834961
epoch time: 68.4365463257s, input_fired_time: 1.4213724136, output_fired_time: 0.0000000000, propagate_forward_time: 64.9858169556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0293579102
validation[          , genome 18698] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       331.83270, best error:       320.69504 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 878.1583862305s, input_fired_time: 11.3416109085, output_fired_time: 11.5128593445, propagate_forward_time: 324.3211364746, propagate_backward_time: 519.4675903320, weight_update_time: 0.9731550217, other_time: 11.5151977539
epoch time: 68.4982147217s, input_fired_time: 1.4186781645, output_fired_time: 0.0000000000, propagate_forward_time: 65.0255279541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0540084839
validation[          , genome 18698] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       324.86728, best error:       320.69504 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 878.8645629883s, input_fired_time: 11.3355026245, output_fired_time: 11.5603532791, propagate_forward_time: 324.5169982910, propagate_backward_time: 519.9918212891, weight_update_time: 0.9720881581, other_time: 11.4598388672
epoch time: 68.7177658081s, input_fired_time: 1.4223400354, output_fired_time: 0.0000000000, propagate_forward_time: 65.2558441162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0395812988
validation[          , genome 18698] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       327.09875, best error:       320.69504 on epoch:    86, 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: 342.3033142090s, input_fired_time: 7.1187291145, output_fired_time: 0.0000000000, propagate_forward_time: 324.8677062988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.3168640137
best training[          , genome 18698] predictions:   49999/  50000 (100.00%), best:    9900/10000 (99.00%), error:       132.94447, best error:       320.69504 on epoch:    86, 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: 68.6644668579s, input_fired_time: 1.4194777012, output_fired_time: 0.0000000000, propagate_forward_time: 65.1944732666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0505142212
   testing[          , genome 18698] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       268.63614, best error:       320.69504 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:37:11 (5576): called boinc_finish(0)

</stderr_txt>
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