Nameexact_genome_1509704703_28_13263_1
Workunit2351625
Created7 Nov 2017, 20:16:00 UTC
Sent7 Nov 2017, 20:32:57 UTC
Report deadline8 Dec 2017, 0:06:11 UTC
Received15 Nov 2017, 7:15:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID12553
Run time8 hours 40 min 42 sec
CPU time8 hours 38 min 3 sec
Validate stateValid
Credit7,537.02
Device peak FLOPS4.35 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size169.33 MB
Peak swap size167.94 MB
Peak disk usage5.42 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
eight_decay: 0.0002438374

epoch time: 340.5652465820s, input_fired_time: 5.5660929680, output_fired_time: 4.1293182373, propagate_forward_time: 126.4392013550, propagate_backward_time: 199.8118438721, weight_update_time: 0.3540848792, other_time: 4.6187591553
epoch time: 28.3229999542s, input_fired_time: 1.5405676365, output_fired_time: 0.0000000000, propagate_forward_time: 25.9589118958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8235206604
validation[          , genome 13263] predictions:    9785/  10000 (97.85%), best:    9806/10000 (98.06%), error:       686.36993, best error:       655.17468 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 349.9712829590s, input_fired_time: 7.5755114555, output_fired_time: 4.1671886444, propagate_forward_time: 128.6045837402, propagate_backward_time: 204.9873657227, weight_update_time: 0.3563942909, other_time: 4.6366577148
epoch time: 26.6238822937s, input_fired_time: 0.5276616812, output_fired_time: 0.0000000000, propagate_forward_time: 24.2931213379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8030986786
validation[          , genome 13263] predictions:    9805/  10000 (98.05%), best:    9806/10000 (98.06%), error:       663.42499, best error:       655.17468 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 327.5169372559s, input_fired_time: 5.4805407524, output_fired_time: 6.0078401566, propagate_forward_time: 126.4621658325, propagate_backward_time: 184.0703277588, weight_update_time: 0.3456424773, other_time: 5.4960784912
epoch time: 26.4666728973s, input_fired_time: 0.5254243016, output_fired_time: 0.0000000000, propagate_forward_time: 24.1269416809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8143062592
validation[          , genome 13263] predictions:    9787/  10000 (97.87%), best:    9806/10000 (98.06%), error:       664.39178, best error:       655.17468 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 343.2212219238s, input_fired_time: 5.5062713623, output_fired_time: 4.0535225868, propagate_forward_time: 120.3757629395, propagate_backward_time: 207.6842956543, weight_update_time: 0.3532927036, other_time: 5.6013793945
epoch time: 26.5792121887s, input_fired_time: 0.5260429978, output_fired_time: 0.0000000000, propagate_forward_time: 25.2635822296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7895870209
validation[          , genome 13263] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       634.69537, best error:       634.69537 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 340.6194763184s, input_fired_time: 14.4891471863, output_fired_time: 5.0451531410, propagate_forward_time: 115.2181777954, propagate_backward_time: 200.3522186279, weight_update_time: 1.3472224474, other_time: 5.5147857666
epoch time: 28.0470848083s, input_fired_time: 0.5328956842, output_fired_time: 0.0000000000, propagate_forward_time: 26.6864376068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8277511597
validation[          , genome 13263] predictions:    9797/  10000 (97.97%), best:    9807/10000 (98.07%), error:       644.60168, best error:       634.69537 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 349.7113647461s, input_fired_time: 6.5678515434, output_fired_time: 7.1260237694, propagate_forward_time: 122.4269104004, propagate_backward_time: 208.9347534180, weight_update_time: 0.3586712480, other_time: 4.6558227539
epoch time: 37.0627632141s, input_fired_time: 0.5369250774, output_fired_time: 0.0000000000, propagate_forward_time: 35.7113189697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8145179749
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       670.70520, best error:       634.69537 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 367.0263366699s, input_fired_time: 15.7248744965, output_fired_time: 4.2512292862, propagate_forward_time: 131.4728240967, propagate_backward_time: 207.8533782959, weight_update_time: 0.3605684340, other_time: 7.7240295410
epoch time: 27.1126461029s, input_fired_time: 0.5368373990, output_fired_time: 0.0000000000, propagate_forward_time: 23.7621650696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8136444092
validation[          , genome 13263] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       591.16040, best error:       591.16040 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 340.5535278320s, input_fired_time: 8.5618085861, output_fired_time: 6.2117605209, propagate_forward_time: 124.3622741699, propagate_backward_time: 195.8019409180, weight_update_time: 0.3573556244, other_time: 5.6157531738
epoch time: 29.6890754700s, input_fired_time: 0.5601602793, output_fired_time: 0.0000000000, propagate_forward_time: 28.2788238525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8500919342
validation[          , genome 13263] predictions:    9804/  10000 (98.04%), best:    9809/10000 (98.09%), error:       667.47974, best error:       591.16040 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 344.4064941406s, input_fired_time: 5.6043429375, output_fired_time: 7.1691794395, propagate_forward_time: 127.7121810913, propagate_backward_time: 197.2144927979, weight_update_time: 0.3591182530, other_time: 6.7062835693
epoch time: 27.6130638123s, input_fired_time: 1.5456202030, output_fired_time: 0.0000000000, propagate_forward_time: 25.2558822632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8115615845
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       659.72321, best error:       591.16040 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 341.1711120605s, input_fired_time: 4.5564446449, output_fired_time: 5.1413669586, propagate_forward_time: 132.6434326172, propagate_backward_time: 193.1731109619, weight_update_time: 0.3554702103, other_time: 5.6567535400
epoch time: 29.7896785736s, input_fired_time: 0.5701354742, output_fired_time: 0.0000000000, propagate_forward_time: 28.3382091522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8813343048
validation[          , genome 13263] predictions:    9780/  10000 (97.80%), best:    9809/10000 (98.09%), error:       695.01532, best error:       591.16040 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 361.3712463379s, input_fired_time: 5.6130242348, output_fired_time: 6.2076106071, propagate_forward_time: 131.0469970703, propagate_backward_time: 212.8231353760, weight_update_time: 0.3584127426, other_time: 5.6804656982
epoch time: 27.6227855682s, input_fired_time: 1.5318830013, output_fired_time: 0.0000000000, propagate_forward_time: 25.2821979523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8087043762
validation[          , genome 13263] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       663.19226, best error:       591.16040 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 341.7136840820s, input_fired_time: 4.5834555626, output_fired_time: 5.1715068817, propagate_forward_time: 123.1311111450, propagate_backward_time: 203.1363220215, weight_update_time: 0.3613674343, other_time: 5.6912841797
epoch time: 29.2018070221s, input_fired_time: 0.5600737929, output_fired_time: 0.0000000000, propagate_forward_time: 27.7889118195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8528213501
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       630.65863, best error:       591.16040 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 341.9217834473s, input_fired_time: 5.6025552750, output_fired_time: 6.1003971100, propagate_forward_time: 129.3296508789, propagate_backward_time: 195.2071075439, weight_update_time: 0.3638705909, other_time: 5.6820526123
epoch time: 26.9601402283s, input_fired_time: 0.5191255212, output_fired_time: 0.0000000000, propagate_forward_time: 25.6508712769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7901439667
validation[          , genome 13263] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       586.18152, best error:       586.18152 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 347.2202453613s, input_fired_time: 5.5686168671, output_fired_time: 4.1144585609, propagate_forward_time: 127.7214126587, propagate_backward_time: 204.1753540039, weight_update_time: 0.3586927354, other_time: 5.6404113770
epoch time: 27.5472965240s, input_fired_time: 0.5349131227, output_fired_time: 0.0000000000, propagate_forward_time: 26.1852970123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8270854950
validation[          , genome 13263] predictions:    9814/  10000 (98.14%), best:    9818/10000 (98.18%), error:       601.24323, best error:       586.18152 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 336.8332519531s, input_fired_time: 7.5582942963, output_fired_time: 4.1288175583, propagate_forward_time: 128.5258026123, propagate_backward_time: 191.0382843018, weight_update_time: 0.3520982563, other_time: 5.5820617676
epoch time: 28.2041358948s, input_fired_time: 0.5419965386, output_fired_time: 0.0000000000, propagate_forward_time: 26.8377037048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8244361877
validation[          , genome 13263] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       662.28638, best error:       586.18152 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 378.0456542969s, input_fired_time: 4.7326087952, output_fired_time: 5.3712415695, propagate_forward_time: 144.5701141357, propagate_backward_time: 218.5287780762, weight_update_time: 0.3742835522, other_time: 4.8429107666
epoch time: 29.2186164856s, input_fired_time: 0.5587871075, output_fired_time: 0.0000000000, propagate_forward_time: 27.7943172455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8655128479
validation[          , genome 13263] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       573.88220, best error:       573.88220 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 358.4446411133s, input_fired_time: 5.7137703896, output_fired_time: 5.3973050117, propagate_forward_time: 136.0024719238, propagate_backward_time: 206.4831695557, weight_update_time: 0.3693191707, other_time: 4.8479156494
epoch time: 28.8147296906s, input_fired_time: 0.5546340942, output_fired_time: 0.0000000000, propagate_forward_time: 27.3992366791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8608589172
validation[          , genome 13263] predictions:    9777/  10000 (97.77%), best:    9818/10000 (98.18%), error:       722.82056, best error:       573.88220 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 360.5857543945s, input_fired_time: 4.6584882736, output_fired_time: 4.2695217133, propagate_forward_time: 135.5191192627, propagate_backward_time: 210.3421325684, weight_update_time: 0.3691758811, other_time: 5.7964935303
epoch time: 29.3116340637s, input_fired_time: 0.5642413497, output_fired_time: 0.0000000000, propagate_forward_time: 27.8820362091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8653564453
validation[          , genome 13263] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       625.34656, best error:       573.88220 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 391.9269104004s, input_fired_time: 7.8112363815, output_fired_time: 6.5103602409, propagate_forward_time: 151.0746307373, propagate_backward_time: 218.6180725098, weight_update_time: 1.3773093224, other_time: 7.9126129150
epoch time: 30.4080295563s, input_fired_time: 0.5774454474, output_fired_time: 0.0000000000, propagate_forward_time: 28.9566898346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8738937378
validation[          , genome 13263] predictions:    9799/  10000 (97.99%), best:    9818/10000 (98.18%), error:       644.26166, best error:       573.88220 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 377.6781616211s, input_fired_time: 8.8523693085, output_fired_time: 5.4982514381, propagate_forward_time: 133.4846649170, propagate_backward_time: 223.8705902100, weight_update_time: 0.3741004765, other_time: 5.9722900391
epoch time: 30.5893554688s, input_fired_time: 0.5910814404, output_fired_time: 0.0000000000, propagate_forward_time: 29.1234416962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8748321533
validation[          , genome 13263] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       654.66589, best error:       573.88220 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 423.8174743652s, input_fired_time: 5.0363845825, output_fired_time: 4.7480535507, propagate_forward_time: 158.3158111572, propagate_backward_time: 249.5384826660, weight_update_time: 1.3910279274, other_time: 6.1787567139
epoch time: 34.5037574768s, input_fired_time: 1.6307560205, output_fired_time: 0.0000000000, propagate_forward_time: 31.9439926147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9290084839
validation[          , genome 13263] predictions:    9793/  10000 (97.93%), best:    9818/10000 (98.18%), error:       676.03577, best error:       573.88220 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 382.1289978027s, input_fired_time: 4.8280615807, output_fired_time: 5.4673032761, propagate_forward_time: 135.6506805420, propagate_backward_time: 231.2075805664, weight_update_time: 0.3766042590, other_time: 4.9753570557
epoch time: 30.4284553528s, input_fired_time: 0.5830425620, output_fired_time: 0.0000000000, propagate_forward_time: 27.9686584473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8767547607
validation[          , genome 13263] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       661.48505, best error:       573.88220 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 374.1962890625s, input_fired_time: 5.8833270073, output_fired_time: 6.5162606239, propagate_forward_time: 137.4324951172, propagate_backward_time: 216.3814239502, weight_update_time: 0.3820649981, other_time: 7.9827728271
epoch time: 28.7816791534s, input_fired_time: 0.5562388301, output_fired_time: 0.0000000000, propagate_forward_time: 26.3783054352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8471355438
validation[          , genome 13263] predictions:    9801/  10000 (98.01%), best:    9818/10000 (98.18%), error:       655.62793, best error:       573.88220 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 381.7252502441s, input_fired_time: 7.7650051117, output_fired_time: 4.3456916809, propagate_forward_time: 133.3557128906, propagate_backward_time: 229.2994995117, weight_update_time: 0.3737190366, other_time: 6.9593200684
epoch time: 28.5826454163s, input_fired_time: 0.5683182478, output_fired_time: 0.0000000000, propagate_forward_time: 27.1708507538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8434772491
validation[          , genome 13263] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       643.52344, best error:       573.88220 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 373.9846191406s, input_fired_time: 5.7355241776, output_fired_time: 4.2961993217, propagate_forward_time: 135.9081420898, propagate_backward_time: 222.2035675049, weight_update_time: 0.3722451329, other_time: 5.8411712646
epoch time: 27.4130229950s, input_fired_time: 0.5519301891, output_fired_time: 0.0000000000, propagate_forward_time: 26.0103340149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8507595062
validation[          , genome 13263] predictions:    9810/  10000 (98.10%), best:    9818/10000 (98.18%), error:       630.59747, best error:       573.88220 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 392.6400146484s, input_fired_time: 4.8336791992, output_fired_time: 5.5516223907, propagate_forward_time: 157.0723571777, propagate_backward_time: 218.1343383789, weight_update_time: 0.3779307306, other_time: 7.0480041504
epoch time: 27.3220272064s, input_fired_time: 0.5449438691, output_fired_time: 0.0000000000, propagate_forward_time: 25.9487514496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8283309937
validation[          , genome 13263] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       663.61212, best error:       573.88220 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 368.4885253906s, input_fired_time: 4.6441841125, output_fired_time: 5.2562623024, propagate_forward_time: 128.0774688721, propagate_backward_time: 224.7353820801, weight_update_time: 0.3606649637, other_time: 5.7752227783
epoch time: 29.2477302551s, input_fired_time: 1.5863330364, output_fired_time: 0.0000000000, propagate_forward_time: 25.7708854675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8905124664
validation[          , genome 13263] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       546.62201, best error:       546.62201 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 404.8256225586s, input_fired_time: 6.8013520241, output_fired_time: 6.4143929482, propagate_forward_time: 156.2399444580, propagate_backward_time: 226.4743652344, weight_update_time: 0.3723462522, other_time: 8.8955535889
epoch time: 27.2649669647s, input_fired_time: 0.5455663800, output_fired_time: 0.0000000000, propagate_forward_time: 25.8981246948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8212757111
validation[          , genome 13263] predictions:    9812/  10000 (98.12%), best:    9841/10000 (98.41%), error:       621.57111, best error:       546.62201 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 384.2139282227s, input_fired_time: 4.7962698936, output_fired_time: 4.4395937920, propagate_forward_time: 148.3131866455, propagate_backward_time: 221.7622985840, weight_update_time: 0.3706721961, other_time: 4.9025726318
epoch time: 28.8617267609s, input_fired_time: 0.5561761260, output_fired_time: 0.0000000000, propagate_forward_time: 26.4722347260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8333168030
validation[          , genome 13263] predictions:    9796/  10000 (97.96%), best:    9841/10000 (98.41%), error:       659.60815, best error:       546.62201 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 401.3709716797s, input_fired_time: 5.9542045593, output_fired_time: 5.6613597870, propagate_forward_time: 156.4305725098, propagate_backward_time: 227.2890930176, weight_update_time: 0.3828136325, other_time: 6.0357666016
epoch time: 28.6716594696s, input_fired_time: 0.5585905313, output_fired_time: 0.0000000000, propagate_forward_time: 27.2558097839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8572597504
validation[          , genome 13263] predictions:    9810/  10000 (98.10%), best:    9841/10000 (98.41%), error:       629.75330, best error:       546.62201 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 364.6181640625s, input_fired_time: 5.7260828018, output_fired_time: 4.3211078644, propagate_forward_time: 141.3210906982, propagate_backward_time: 208.4331207275, weight_update_time: 0.3691841364, other_time: 4.8167724609
epoch time: 29.2596073151s, input_fired_time: 0.5655745268, output_fired_time: 0.0000000000, propagate_forward_time: 27.8337574005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8602752686
validation[          , genome 13263] predictions:    9796/  10000 (97.96%), best:    9841/10000 (98.41%), error:       676.41534, best error:       546.62201 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 375.5878295898s, input_fired_time: 4.8441467285, output_fired_time: 7.4942159653, propagate_forward_time: 142.2158050537, propagate_backward_time: 213.0501251221, weight_update_time: 1.3757624626, other_time: 7.9835510254
epoch time: 44.2829246521s, input_fired_time: 0.6459006667, output_fired_time: 0.0000000000, propagate_forward_time: 42.6813735962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9556503296
validation[          , genome 13263] predictions:    9783/  10000 (97.83%), best:    9841/10000 (98.41%), error:       757.26630, best error:       546.62201 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 351.4367370605s, input_fired_time: 6.7236995697, output_fired_time: 5.5488424301, propagate_forward_time: 129.8535156250, propagate_backward_time: 204.5135040283, weight_update_time: 0.3664492965, other_time: 4.7971954346
epoch time: 28.1794910431s, input_fired_time: 0.5571968555, output_fired_time: 0.0000000000, propagate_forward_time: 26.8004951477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8217983246
validation[          , genome 13263] predictions:    9798/  10000 (97.98%), best:    9841/10000 (98.41%), error:       685.84064, best error:       546.62201 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 387.9305419922s, input_fired_time: 6.9459133148, output_fired_time: 5.5860981941, propagate_forward_time: 139.5510711670, propagate_backward_time: 230.7654266357, weight_update_time: 0.3866460919, other_time: 5.0820312500
epoch time: 53.4405822754s, input_fired_time: 0.6220287681, output_fired_time: 0.0000000000, propagate_forward_time: 51.8911743164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9273796082
validation[          , genome 13263] predictions:    9800/  10000 (98.00%), best:    9841/10000 (98.41%), error:       668.89362, best error:       546.62201 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 361.1394653320s, input_fired_time: 6.7879710197, output_fired_time: 4.4246087074, propagate_forward_time: 132.4841003418, propagate_backward_time: 212.5411376953, weight_update_time: 0.3748596907, other_time: 4.9016418457
epoch time: 32.0916481018s, input_fired_time: 0.5860094428, output_fired_time: 0.0000000000, propagate_forward_time: 30.6376991272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8679389954
validation[          , genome 13263] predictions:    9800/  10000 (98.00%), best:    9841/10000 (98.41%), error:       653.33148, best error:       546.62201 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 395.1856384277s, input_fired_time: 5.9067163467, output_fired_time: 6.5500531197, propagate_forward_time: 139.4494171143, propagate_backward_time: 237.2623901367, weight_update_time: 0.3817458749, other_time: 6.0170745850
epoch time: 29.2185420990s, input_fired_time: 0.5657953024, output_fired_time: 0.0000000000, propagate_forward_time: 27.8060760498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8466701508
validation[          , genome 13263] predictions:    9828/  10000 (98.28%), best:    9841/10000 (98.41%), error:       569.92206, best error:       546.62201 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 351.0001220703s, input_fired_time: 4.7331705093, output_fired_time: 4.2704544067, propagate_forward_time: 139.6024169922, propagate_backward_time: 195.5841827393, weight_update_time: 0.3697238564, other_time: 6.8098907471
epoch time: 28.9911117554s, input_fired_time: 0.5629630089, output_fired_time: 0.0000000000, propagate_forward_time: 26.5847778320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8433704376
validation[          , genome 13263] predictions:    9810/  10000 (98.10%), best:    9841/10000 (98.41%), error:       637.52716, best error:       546.62201 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 397.0072937012s, input_fired_time: 5.9367876053, output_fired_time: 6.5779590607, propagate_forward_time: 145.0578613281, propagate_backward_time: 231.4116210938, weight_update_time: 1.3848565817, other_time: 8.0230407715
epoch time: 28.8747673035s, input_fired_time: 1.5656472445, output_fired_time: 0.0000000000, propagate_forward_time: 26.4743671417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8347530365
validation[          , genome 13263] predictions:    9829/  10000 (98.29%), best:    9841/10000 (98.41%), error:       584.77795, best error:       546.62201 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 344.8896179199s, input_fired_time: 5.6814818382, output_fired_time: 6.2563567162, propagate_forward_time: 131.0330200195, propagate_backward_time: 195.1962585449, weight_update_time: 0.3598815203, other_time: 6.7225036621
epoch time: 28.9814968109s, input_fired_time: 0.5590122342, output_fired_time: 0.0000000000, propagate_forward_time: 27.5580158234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8644695282
validation[          , genome 13263] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       585.56921, best error:       546.62201 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 347.0702819824s, input_fired_time: 4.7116832733, output_fired_time: 7.2892794609, propagate_forward_time: 132.7463378906, propagate_backward_time: 195.5211029053, weight_update_time: 1.3664234877, other_time: 6.8018951416
epoch time: 28.6234378815s, input_fired_time: 0.5557402968, output_fired_time: 0.0000000000, propagate_forward_time: 27.2123298645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8553676605
validation[          , genome 13263] predictions:    9835/  10000 (98.35%), best:    9841/10000 (98.41%), error:       577.17133, best error:       546.62201 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 375.2929077148s, input_fired_time: 4.8400926590, output_fired_time: 9.4037370682, propagate_forward_time: 145.8648986816, propagate_backward_time: 209.2022552490, weight_update_time: 0.3808726668, other_time: 5.9819183350
epoch time: 30.5688018799s, input_fired_time: 0.5909542441, output_fired_time: 0.0000000000, propagate_forward_time: 28.1133403778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8645076752
validation[          , genome 13263] predictions:    9828/  10000 (98.28%), best:    9841/10000 (98.41%), error:       614.02869, best error:       546.62201 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 390.9931945801s, input_fired_time: 6.8770604134, output_fired_time: 5.4949631691, propagate_forward_time: 158.3044891357, propagate_backward_time: 213.3550720215, weight_update_time: 0.3815467954, other_time: 6.9615936279
epoch time: 32.2632598877s, input_fired_time: 0.6046118736, output_fired_time: 0.0000000000, propagate_forward_time: 30.7325916290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9260559082
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       535.91400, best error:       535.91400 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 389.6355895996s, input_fired_time: 6.0597186089, output_fired_time: 5.7427849770, propagate_forward_time: 143.7152862549, propagate_backward_time: 228.9116973877, weight_update_time: 0.3965892196, other_time: 5.2060852051
epoch time: 32.3457679749s, input_fired_time: 0.6314125657, output_fired_time: 0.0000000000, propagate_forward_time: 30.7628211975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9515342712
validation[          , genome 13263] predictions:    9823/  10000 (98.23%), best:    9843/10000 (98.43%), error:       579.02612, best error:       535.91400 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 394.6765441895s, input_fired_time: 4.9985737801, output_fired_time: 7.6271591187, propagate_forward_time: 145.5435791016, propagate_backward_time: 230.3958892822, weight_update_time: 0.3890155852, other_time: 6.1113433838
epoch time: 30.3615245819s, input_fired_time: 0.5884475708, output_fired_time: 0.0000000000, propagate_forward_time: 28.8846797943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8883972168
validation[          , genome 13263] predictions:    9837/  10000 (98.37%), best:    9843/10000 (98.43%), error:       551.70575, best error:       535.91400 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 375.4012145996s, input_fired_time: 5.9264769554, output_fired_time: 6.5780453682, propagate_forward_time: 142.9424133301, propagate_backward_time: 212.9326171875, weight_update_time: 0.3817217648, other_time: 7.0216674805
epoch time: 31.7692718506s, input_fired_time: 0.5922945142, output_fired_time: 0.0000000000, propagate_forward_time: 29.2802715302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8967056274
validation[          , genome 13263] predictions:    9797/  10000 (97.97%), best:    9843/10000 (98.43%), error:       694.85687, best error:       535.91400 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 356.9209594727s, input_fired_time: 9.1343421936, output_fired_time: 6.3450541496, propagate_forward_time: 128.3290710449, propagate_backward_time: 207.3159942627, weight_update_time: 0.3656090498, other_time: 5.7964935303
epoch time: 28.9542465210s, input_fired_time: 0.5656893849, output_fired_time: 0.0000000000, propagate_forward_time: 26.5370082855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8515491486
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       528.90454, best error:       528.90454 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 368.4521789551s, input_fired_time: 6.8749303818, output_fired_time: 7.5348463058, propagate_forward_time: 134.4947662354, propagate_backward_time: 211.5814514160, weight_update_time: 0.3794654310, other_time: 7.9661712646
epoch time: 32.1961593628s, input_fired_time: 0.6280197501, output_fired_time: 0.0000000000, propagate_forward_time: 30.6388206482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9293193817
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       602.72711, best error:       528.90454 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 433.3897399902s, input_fired_time: 4.9848084450, output_fired_time: 4.6227059364, propagate_forward_time: 158.1835632324, propagate_backward_time: 259.4842834473, weight_update_time: 0.3898010552, other_time: 6.1143798828
epoch time: 40.6935386658s, input_fired_time: 0.5920714140, output_fired_time: 0.0000000000, propagate_forward_time: 39.2125740051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8888931274
validation[          , genome 13263] predictions:    9825/  10000 (98.25%), best:    9843/10000 (98.43%), error:       611.63885, best error:       528.90454 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 381.8142089844s, input_fired_time: 4.8985824585, output_fired_time: 5.5499963760, propagate_forward_time: 140.9718933105, propagate_backward_time: 225.3999786377, weight_update_time: 0.3813243210, other_time: 4.9937591553
epoch time: 30.0283622742s, input_fired_time: 0.5808454752, output_fired_time: 0.0000000000, propagate_forward_time: 28.5749073029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8726100922
validation[          , genome 13263] predictions:    9826/  10000 (98.26%), best:    9843/10000 (98.43%), error:       578.71838, best error:       528.90454 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 482.1938171387s, input_fired_time: 6.1743278503, output_fired_time: 8.8389072418, propagate_forward_time: 166.7763366699, propagate_backward_time: 295.1401062012, weight_update_time: 0.3984031081, other_time: 5.2641601563
epoch time: 30.4791088104s, input_fired_time: 0.5915796757, output_fired_time: 0.0000000000, propagate_forward_time: 28.0889530182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7985763550
validation[          , genome 13263] predictions:    9811/  10000 (98.11%), best:    9843/10000 (98.43%), error:       667.30670, best error:       528.90454 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 386.7340698242s, input_fired_time: 4.9431815147, output_fired_time: 8.5919437408, propagate_forward_time: 142.1120300293, propagate_backward_time: 223.0905609131, weight_update_time: 0.3802379966, other_time: 7.9963531494
epoch time: 29.5768947601s, input_fired_time: 0.5766900778, output_fired_time: 0.0000000000, propagate_forward_time: 27.1412067413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8589973450
validation[          , genome 13263] predictions:    9841/  10000 (98.41%), best:    9843/10000 (98.43%), error:       574.57031, best error:       528.90454 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 410.7751159668s, input_fired_time: 6.8745779991, output_fired_time: 5.4686436653, propagate_forward_time: 167.3739318848, propagate_backward_time: 226.0888061523, weight_update_time: 0.3827326894, other_time: 4.9691467285
epoch time: 31.6367282867s, input_fired_time: 0.5945881605, output_fired_time: 0.0000000000, propagate_forward_time: 30.1626567841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8794841766
validation[          , genome 13263] predictions:    9852/  10000 (98.52%), best:    9843/10000 (98.43%), error:       557.48486, best error:       528.90454 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 396.6383056641s, input_fired_time: 5.9324727058, output_fired_time: 4.5618448257, propagate_forward_time: 140.0339202881, propagate_backward_time: 239.1065673828, weight_update_time: 0.3846795261, other_time: 7.0034942627
epoch time: 43.3477706909s, input_fired_time: 10.6242160797, output_fired_time: 0.0000000000, propagate_forward_time: 29.8002452850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9233112335
validation[          , genome 13263] predictions:    9820/  10000 (98.20%), best:    9843/10000 (98.43%), error:       650.59106, best error:       528.90454 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 409.2861328125s, input_fired_time: 7.0872168541, output_fired_time: 4.7392482758, propagate_forward_time: 147.9481201172, propagate_backward_time: 242.5362854004, weight_update_time: 1.3768802881, other_time: 6.9752502441
epoch time: 28.7182750702s, input_fired_time: 0.5803257823, output_fired_time: 0.0000000000, propagate_forward_time: 27.2645378113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8734111786
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       564.19666, best error:       528.90454 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 352.4396667480s, input_fired_time: 5.7423419952, output_fired_time: 4.2807836533, propagate_forward_time: 132.3705902100, propagate_backward_time: 204.2611236572, weight_update_time: 0.3655698001, other_time: 5.7848205566
epoch time: 27.1362285614s, input_fired_time: 0.5516701937, output_fired_time: 0.0000000000, propagate_forward_time: 25.7509212494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8336372375
validation[          , genome 13263] predictions:    9846/  10000 (98.46%), best:    9843/10000 (98.43%), error:       594.13104, best error:       528.90454 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 354.1409912109s, input_fired_time: 6.6673192978, output_fired_time: 6.1540565491, propagate_forward_time: 134.9135742188, propagate_backward_time: 199.7008056641, weight_update_time: 0.3583834171, other_time: 6.7052307129
epoch time: 27.7510700226s, input_fired_time: 0.5587151051, output_fired_time: 0.0000000000, propagate_forward_time: 26.3575077057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8348464966
validation[          , genome 13263] predictions:    9848/  10000 (98.48%), best:    9843/10000 (98.43%), error:       567.70874, best error:       528.90454 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 344.4476928711s, input_fired_time: 4.7026686668, output_fired_time: 5.2531995773, propagate_forward_time: 130.5594940186, propagate_backward_time: 199.1983032227, weight_update_time: 0.3594013751, other_time: 4.7340240479
epoch time: 27.2146282196s, input_fired_time: 0.5515842438, output_fired_time: 0.0000000000, propagate_forward_time: 24.8367881775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8262557983
validation[          , genome 13263] predictions:    9836/  10000 (98.36%), best:    9843/10000 (98.43%), error:       562.80872, best error:       528.90454 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 363.3695068359s, input_fired_time: 4.7459993362, output_fired_time: 5.3297672272, propagate_forward_time: 134.6000518799, propagate_backward_time: 212.9321899414, weight_update_time: 0.3651758432, other_time: 5.7614898682
epoch time: 27.1250152588s, input_fired_time: 0.5483305454, output_fired_time: 0.0000000000, propagate_forward_time: 25.7343597412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8423252106
validation[          , genome 13263] predictions:    9821/  10000 (98.21%), best:    9843/10000 (98.43%), error:       618.37463, best error:       528.90454 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 362.7383422852s, input_fired_time: 4.6619496346, output_fired_time: 5.1960353851, propagate_forward_time: 148.3739929199, propagate_backward_time: 198.7799224854, weight_update_time: 0.3596600592, other_time: 5.7264251709
epoch time: 27.1468791962s, input_fired_time: 0.5524751544, output_fired_time: 0.0000000000, propagate_forward_time: 25.7703266144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8240776062
validation[          , genome 13263] predictions:    9830/  10000 (98.30%), best:    9843/10000 (98.43%), error:       584.44934, best error:       528.90454 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 352.1179199219s, input_fired_time: 5.6447052956, output_fired_time: 4.1577563286, propagate_forward_time: 132.4574584961, propagate_backward_time: 201.1155700684, weight_update_time: 1.3822855949, other_time: 8.7424316406
epoch time: 27.8643608093s, input_fired_time: 0.5698409677, output_fired_time: 0.0000000000, propagate_forward_time: 26.4564952850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8380241394
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       619.36877, best error:       528.90454 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 344.0093383789s, input_fired_time: 4.6617431641, output_fired_time: 5.2158470154, propagate_forward_time: 130.5945129395, propagate_backward_time: 197.7912139893, weight_update_time: 0.3624472320, other_time: 5.7460174561
epoch time: 28.4893932343s, input_fired_time: 0.5588319302, output_fired_time: 0.0000000000, propagate_forward_time: 27.0904941559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8400669098
validation[          , genome 13263] predictions:    9847/  10000 (98.47%), best:    9843/10000 (98.43%), error:       582.37994, best error:       528.90454 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 375.7019348145s, input_fired_time: 5.9049940109, output_fired_time: 6.4685931206, propagate_forward_time: 137.2621459961, propagate_backward_time: 220.0805206299, weight_update_time: 0.3778740168, other_time: 5.9856719971
epoch time: 29.3790054321s, input_fired_time: 0.5791292191, output_fired_time: 0.0000000000, propagate_forward_time: 27.9105300903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8893470764
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       604.42090, best error:       528.90454 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 365.7942504883s, input_fired_time: 4.8537311554, output_fired_time: 5.3881230354, propagate_forward_time: 135.8502502441, propagate_backward_time: 211.7017822266, weight_update_time: 1.3780961037, other_time: 8.0003662109
epoch time: 29.8950233459s, input_fired_time: 0.5824905038, output_fired_time: 0.0000000000, propagate_forward_time: 28.4365768433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8759555817
validation[          , genome 13263] predictions:    9823/  10000 (98.23%), best:    9843/10000 (98.43%), error:       596.52765, best error:       528.90454 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 361.2282409668s, input_fired_time: 4.6931767464, output_fired_time: 4.3183197975, propagate_forward_time: 142.5555572510, propagate_backward_time: 200.8398132324, weight_update_time: 0.3667232692, other_time: 8.8213653564
epoch time: 28.9934158325s, input_fired_time: 0.5676307082, output_fired_time: 0.0000000000, propagate_forward_time: 27.5885295868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8372554779
validation[          , genome 13263] predictions:    9813/  10000 (98.13%), best:    9843/10000 (98.43%), error:       643.19232, best error:       528.90454 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 355.9807128906s, input_fired_time: 6.7827711105, output_fired_time: 6.3488850594, propagate_forward_time: 134.8351440430, propagate_backward_time: 203.1629028320, weight_update_time: 0.3701275587, other_time: 4.8510131836
epoch time: 28.6608333588s, input_fired_time: 0.5546811223, output_fired_time: 0.0000000000, propagate_forward_time: 27.2576999664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8484516144
validation[          , genome 13263] predictions:    9820/  10000 (98.20%), best:    9843/10000 (98.43%), error:       630.37854, best error:       528.90454 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 363.6914672852s, input_fired_time: 4.8297457695, output_fired_time: 6.3971042633, propagate_forward_time: 139.1594238281, propagate_backward_time: 205.4918518066, weight_update_time: 0.3717194796, other_time: 7.8133544922
epoch time: 28.0023536682s, input_fired_time: 0.5624418259, output_fired_time: 0.0000000000, propagate_forward_time: 26.5917720795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8481388092
validation[          , genome 13263] predictions:    9832/  10000 (98.32%), best:    9843/10000 (98.43%), error:       604.27148, best error:       528.90454 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 362.9664611816s, input_fired_time: 7.8137249947, output_fired_time: 6.3603549004, propagate_forward_time: 133.3802642822, propagate_backward_time: 207.4716339111, weight_update_time: 0.3746328056, other_time: 7.9404907227
epoch time: 29.7756443024s, input_fired_time: 1.5813072920, output_fired_time: 0.0000000000, propagate_forward_time: 27.3213500977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8729877472
validation[          , genome 13263] predictions:    9847/  10000 (98.47%), best:    9843/10000 (98.43%), error:       574.38672, best error:       528.90454 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 348.9089660645s, input_fired_time: 5.6728239059, output_fired_time: 7.2629013062, propagate_forward_time: 127.4253463745, propagate_backward_time: 203.8179626465, weight_update_time: 0.3623625338, other_time: 4.7299194336
epoch time: 26.8963127136s, input_fired_time: 0.5463292599, output_fired_time: 0.0000000000, propagate_forward_time: 25.5246925354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8252906799
validation[          , genome 13263] predictions:    9838/  10000 (98.38%), best:    9843/10000 (98.43%), error:       591.29437, best error:       528.90454 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 339.3143005371s, input_fired_time: 5.6556324959, output_fired_time: 4.1478800774, propagate_forward_time: 129.1238555908, propagate_backward_time: 195.7385711670, weight_update_time: 0.3538092673, other_time: 4.6483459473
epoch time: 25.7553081512s, input_fired_time: 0.5415023565, output_fired_time: 0.0000000000, propagate_forward_time: 24.4136161804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8001899719
validation[          , genome 13263] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       590.95215, best error:       528.90454 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 335.8504028320s, input_fired_time: 5.5861434937, output_fired_time: 6.1178708076, propagate_forward_time: 125.0422439575, propagate_backward_time: 194.4629821777, weight_update_time: 0.3557187915, other_time: 4.6411743164
epoch time: 27.8925418854s, input_fired_time: 0.5482066274, output_fired_time: 0.0000000000, propagate_forward_time: 26.5291194916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8152160645
validation[          , genome 13263] predictions:    9848/  10000 (98.48%), best:    9843/10000 (98.43%), error:       585.74786, best error:       528.90454 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 338.4084777832s, input_fired_time: 6.5960850716, output_fired_time: 6.0989646912, propagate_forward_time: 132.4248809814, propagate_backward_time: 188.6683502197, weight_update_time: 0.3510874510, other_time: 4.6201782227
epoch time: 27.1421127319s, input_fired_time: 1.5651794672, output_fired_time: 0.0000000000, propagate_forward_time: 24.7494678497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8274650574
validation[          , genome 13263] predictions:    9847/  10000 (98.47%), best:    9843/10000 (98.43%), error:       564.75665, best error:       528.90454 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 339.6688842773s, input_fired_time: 7.5941195488, output_fired_time: 6.1871113777, propagate_forward_time: 124.7342071533, propagate_backward_time: 196.5110931396, weight_update_time: 0.3553201258, other_time: 4.6423645020
epoch time: 26.8854751587s, input_fired_time: 0.5427479744, output_fired_time: 0.0000000000, propagate_forward_time: 25.5142745972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8284530640
validation[          , genome 13263] predictions:    9834/  10000 (98.34%), best:    9843/10000 (98.43%), error:       597.45416, best error:       528.90454 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 335.4378356934s, input_fired_time: 4.6049900055, output_fired_time: 4.1285700798, propagate_forward_time: 126.8927154541, propagate_backward_time: 195.2075347900, weight_update_time: 0.3503210247, other_time: 4.6040344238
epoch time: 26.8322429657s, input_fired_time: 0.5426473022, output_fired_time: 0.0000000000, propagate_forward_time: 25.4682140350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8213825226
validation[          , genome 13263] predictions:    9820/  10000 (98.20%), best:    9843/10000 (98.43%), error:       671.18292, best error:       528.90454 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 339.7973937988s, input_fired_time: 5.6350803375, output_fired_time: 5.1787648201, propagate_forward_time: 132.7656860352, propagate_backward_time: 189.5903625488, weight_update_time: 0.3528423011, other_time: 6.6275024414
epoch time: 27.9210262299s, input_fired_time: 1.5445822477, output_fired_time: 0.0000000000, propagate_forward_time: 24.5438327789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8326110840
validation[          , genome 13263] predictions:    9826/  10000 (98.26%), best:    9843/10000 (98.43%), error:       614.78870, best error:       528.90454 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 340.0326538086s, input_fired_time: 7.6248116493, output_fired_time: 7.1548643112, propagate_forward_time: 127.8660583496, propagate_backward_time: 189.7350616455, weight_update_time: 0.3537355959, other_time: 7.6518402100
epoch time: 27.0860805511s, input_fired_time: 1.5487276316, output_fired_time: 0.0000000000, propagate_forward_time: 24.7144222260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8229312897
validation[          , genome 13263] predictions:    9816/  10000 (98.16%), best:    9843/10000 (98.43%), error:       646.96930, best error:       528.90454 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 339.8527832031s, input_fired_time: 5.6282181740, output_fired_time: 5.1198196411, propagate_forward_time: 125.4267730713, propagate_backward_time: 197.0315246582, weight_update_time: 0.3518857956, other_time: 6.6464691162
epoch time: 27.6931247711s, input_fired_time: 0.5455969572, output_fired_time: 0.0000000000, propagate_forward_time: 26.3242187500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8233089447
validation[          , genome 13263] predictions:    9834/  10000 (98.34%), best:    9843/10000 (98.43%), error:       598.33789, best error:       528.90454 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 338.2527770996s, input_fired_time: 5.6114535332, output_fired_time: 5.0973300934, propagate_forward_time: 121.3593292236, propagate_backward_time: 201.5185852051, weight_update_time: 0.3584910929, other_time: 4.6660919189
epoch time: 28.1274566650s, input_fired_time: 0.5478606820, output_fired_time: 0.0000000000, propagate_forward_time: 26.7633895874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8162059784
validation[          , genome 13263] predictions:    9816/  10000 (98.16%), best:    9843/10000 (98.43%), error:       627.64557, best error:       528.90454 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 336.0759887695s, input_fired_time: 5.6207160950, output_fired_time: 5.5199470520, propagate_forward_time: 126.7311630249, propagate_backward_time: 192.4367980957, weight_update_time: 0.3593183756, other_time: 5.7673339844
epoch time: 28.6390476227s, input_fired_time: 1.5607166290, output_fired_time: 0.0000000000, propagate_forward_time: 26.2230510712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8552799225
validation[          , genome 13263] predictions:    9838/  10000 (98.38%), best:    9843/10000 (98.43%), error:       602.12097, best error:       528.90454 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 347.2170715332s, input_fired_time: 6.6942381859, output_fired_time: 4.3464717865, propagate_forward_time: 123.0502777100, propagate_backward_time: 207.2333221436, weight_update_time: 0.3617790341, other_time: 5.8927612305
epoch time: 28.0345993042s, input_fired_time: 0.5471029282, output_fired_time: 0.0000000000, propagate_forward_time: 24.6343135834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8531818390
validation[          , genome 13263] predictions:    9831/  10000 (98.31%), best:    9843/10000 (98.43%), error:       604.04364, best error:       528.90454 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 343.0265808105s, input_fired_time: 5.6388459206, output_fired_time: 5.2194185257, propagate_forward_time: 120.5363693237, propagate_backward_time: 202.8386688232, weight_update_time: 0.3568096757, other_time: 8.7932586670
epoch time: 27.2003688812s, input_fired_time: 0.5477641821, output_fired_time: 0.0000000000, propagate_forward_time: 24.8119697571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8406352997
validation[          , genome 13263] predictions:    9819/  10000 (98.19%), best:    9843/10000 (98.43%), error:       628.56006, best error:       528.90454 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 343.4436645508s, input_fired_time: 5.6441841125, output_fired_time: 7.1886386871, propagate_forward_time: 123.6289367676, propagate_backward_time: 200.0993041992, weight_update_time: 0.3613736331, other_time: 6.8825988770
epoch time: 27.1024341583s, input_fired_time: 0.5502507687, output_fired_time: 0.0000000000, propagate_forward_time: 25.7321414948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8200416565
validation[          , genome 13263] predictions:    9840/  10000 (98.40%), best:    9843/10000 (98.43%), error:       604.72668, best error:       528.90454 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 343.0422058105s, input_fired_time: 4.6452989578, output_fired_time: 6.2163424492, propagate_forward_time: 125.6093063354, propagate_backward_time: 201.7736053467, weight_update_time: 0.3588934243, other_time: 4.7976531982
epoch time: 27.2196617126s, input_fired_time: 0.5514060855, output_fired_time: 0.0000000000, propagate_forward_time: 25.8368854523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8313694000
validation[          , genome 13263] predictions:    9840/  10000 (98.40%), best:    9843/10000 (98.43%), error:       599.34326, best error:       528.90454 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 344.8243408203s, input_fired_time: 6.6678447723, output_fired_time: 4.2295651436, propagate_forward_time: 123.9919281006, propagate_backward_time: 201.0283203125, weight_update_time: 0.3679809272, other_time: 8.9066925049
epoch time: 28.2548904419s, input_fired_time: 0.5495097041, output_fired_time: 0.0000000000, propagate_forward_time: 26.8571243286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8482570648
validation[          , genome 13263] predictions:    9835/  10000 (98.35%), best:    9843/10000 (98.43%), error:       602.94208, best error:       528.90454 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 344.2408752441s, input_fired_time: 6.6593728065, output_fired_time: 7.3268804550, propagate_forward_time: 131.7120056152, propagate_backward_time: 192.6873931885, weight_update_time: 0.3646300435, other_time: 5.8552398682
epoch time: 29.0780086517s, input_fired_time: 0.5643308163, output_fired_time: 0.0000000000, propagate_forward_time: 26.6322383881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8814392090
validation[          , genome 13263] predictions:    9830/  10000 (98.30%), best:    9843/10000 (98.43%), error:       599.00659, best error:       528.90454 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 341.5459289551s, input_fired_time: 5.6432418823, output_fired_time: 4.1748700142, propagate_forward_time: 124.6226501465, propagate_backward_time: 199.2339782715, weight_update_time: 0.3631045222, other_time: 7.8711853027
epoch time: 27.1699008942s, input_fired_time: 0.5481721759, output_fired_time: 0.0000000000, propagate_forward_time: 25.7874736786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8342552185
validation[          , genome 13263] predictions:    9837/  10000 (98.37%), best:    9843/10000 (98.43%), error:       612.13989, best error:       528.90454 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 342.0305786133s, input_fired_time: 5.6477708817, output_fired_time: 4.2400417328, propagate_forward_time: 131.3171386719, propagate_backward_time: 194.9706573486, weight_update_time: 0.3628673255, other_time: 5.8549652100
epoch time: 28.3944797516s, input_fired_time: 1.5547137260, output_fired_time: 0.0000000000, propagate_forward_time: 25.9759273529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8638381958
validation[          , genome 13263] predictions:    9836/  10000 (98.36%), best:    9843/10000 (98.43%), error:       637.14569, best error:       528.90454 on epoch:    60, 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: 138.2599792480s, input_fired_time: 2.7549693584, output_fired_time: 0.0000000000, propagate_forward_time: 131.2111206055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2938842773
best training[          , genome 13263] predictions:   49963/  50000 (99.93%), best:    9843/10000 (98.43%), error:       323.09494, best error:       528.90454 on epoch:    60, 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: 28.2479000092s, input_fired_time: 0.5438817143, output_fired_time: 0.0000000000, propagate_forward_time: 26.8329124451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8711051941
   testing[          , genome 13263] predictions:    9851/  10000 (98.51%), best:    9843/10000 (98.43%), error:       527.52203, best error:       528.90454 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:14:26 (21916): called boinc_finish(0)

</stderr_txt>
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