Nameexact_genome_1512568488_44_6639_0
Workunit2604487
Created7 Dec 2017, 21:02:42 UTC
Sent7 Dec 2017, 21:09:38 UTC
Report deadline17 Dec 2017, 12:16:44 UTC
Received8 Dec 2017, 15:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time5 hours 22 min 28 sec
CPU time5 hours 16 min 32 sec
Validate stateValid
Credit2,407.49
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.29 MB
Peak swap size159.57 MB
Peak disk usage2.03 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
78.46112 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 185.5135345459s, input_fired_time: 1.9454950094, output_fired_time: 1.7230110168, propagate_forward_time: 68.4593429565, propagate_backward_time: 109.7454681396, weight_update_time: 0.1730503440, other_time: 3.6402206421
epoch time: 15.3917942047s, input_fired_time: 0.2719221413, output_fired_time: 0.0000000000, propagate_forward_time: 14.4788436890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410284042
validation[          , genome  6639] predictions:    9727/  10000 (97.27%), best:    9738/10000 (97.38%), error:       884.69373, best error:       878.46112 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 192.1365814209s, input_fired_time: 1.9960420132, output_fired_time: 1.8099741936, propagate_forward_time: 72.2769317627, propagate_backward_time: 112.2608795166, weight_update_time: 0.1743375361, other_time: 3.7927551270
epoch time: 13.7856874466s, input_fired_time: 0.2417476028, output_fired_time: 0.0000000000, propagate_forward_time: 12.8877067566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562328339
validation[          , genome  6639] predictions:    9683/  10000 (96.83%), best:    9738/10000 (97.38%), error:       975.53802, best error:       878.46112 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 185.5105590820s, input_fired_time: 1.9017779827, output_fired_time: 1.7679733038, propagate_forward_time: 68.1125411987, propagate_backward_time: 109.0058288574, weight_update_time: 0.1733117253, other_time: 4.7224349976
epoch time: 14.1141481400s, input_fired_time: 0.2413923144, output_fired_time: 0.0000000000, propagate_forward_time: 13.1979646683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747913361
validation[          , genome  6639] predictions:    9680/  10000 (96.80%), best:    9738/10000 (97.38%), error:      1037.23840, best error:       878.46112 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 185.5060729980s, input_fired_time: 1.9151259661, output_fired_time: 1.7264443636, propagate_forward_time: 70.8997421265, propagate_backward_time: 107.2668914795, weight_update_time: 0.1745612472, other_time: 3.6978683472
epoch time: 14.1919507980s, input_fired_time: 0.2395563573, output_fired_time: 0.0000000000, propagate_forward_time: 13.3010692596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513252258
validation[          , genome  6639] predictions:    9696/  10000 (96.96%), best:    9738/10000 (97.38%), error:       963.13818, best error:       878.46112 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 191.8936462402s, input_fired_time: 4.0026979446, output_fired_time: 1.7528070211, propagate_forward_time: 73.7288131714, propagate_backward_time: 108.5780715942, weight_update_time: 0.1780292988, other_time: 3.8312530518
epoch time: 15.1894969940s, input_fired_time: 0.2414285243, output_fired_time: 0.0000000000, propagate_forward_time: 14.2957973480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522712708
validation[          , genome  6639] predictions:    9681/  10000 (96.81%), best:    9738/10000 (97.38%), error:      1023.36438, best error:       878.46112 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 185.2228393555s, input_fired_time: 1.8931533098, output_fired_time: 1.7513201237, propagate_forward_time: 67.4580383301, propagate_backward_time: 109.4642639160, weight_update_time: 0.1726915240, other_time: 4.6560516357
epoch time: 15.5605049133s, input_fired_time: 0.2394830287, output_fired_time: 0.0000000000, propagate_forward_time: 14.6513357162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6696863174
validation[          , genome  6639] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       902.71600, best error:       878.46112 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 186.2156982422s, input_fired_time: 1.9183772802, output_fired_time: 1.8269557953, propagate_forward_time: 71.5469589233, propagate_backward_time: 107.2450332642, weight_update_time: 0.2044810504, other_time: 3.6783752441
epoch time: 15.0763854980s, input_fired_time: 0.2424596548, output_fired_time: 0.0000000000, propagate_forward_time: 14.1729755402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6609506607
validation[          , genome  6639] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       971.99280, best error:       878.46112 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 189.5198211670s, input_fired_time: 1.9343208075, output_fired_time: 1.7576959133, propagate_forward_time: 69.5687484741, propagate_backward_time: 112.3501281738, weight_update_time: 0.1748047918, other_time: 3.9089279175
epoch time: 14.8514518738s, input_fired_time: 0.2443327904, output_fired_time: 0.0000000000, propagate_forward_time: 13.9612360001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458826065
validation[          , genome  6639] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       926.04236, best error:       878.46112 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 184.1969604492s, input_fired_time: 1.9264941216, output_fired_time: 1.7103737593, propagate_forward_time: 70.9584121704, propagate_backward_time: 105.9393081665, weight_update_time: 0.1729617566, other_time: 3.6623687744
epoch time: 15.2848415375s, input_fired_time: 0.2436959445, output_fired_time: 0.0000000000, propagate_forward_time: 14.3696069717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715383530
validation[          , genome  6639] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:       999.15692, best error:       878.46112 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 183.9837493896s, input_fired_time: 2.8319900036, output_fired_time: 1.7147334814, propagate_forward_time: 68.7926559448, propagate_backward_time: 107.0030822754, weight_update_time: 0.1734711826, other_time: 3.6412887573
epoch time: 15.2528114319s, input_fired_time: 0.2435357422, output_fired_time: 0.0000000000, propagate_forward_time: 14.3411645889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681108475
validation[          , genome  6639] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       843.31042, best error:       843.31042 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 184.3664703369s, input_fired_time: 1.9061747789, output_fired_time: 1.7249914408, propagate_forward_time: 70.8784637451, propagate_backward_time: 106.1757049561, weight_update_time: 0.1740937084, other_time: 3.6811370850
epoch time: 15.2667617798s, input_fired_time: 0.2434624135, output_fired_time: 0.0000000000, propagate_forward_time: 14.3520278931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6712713242
validation[          , genome  6639] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       928.92371, best error:       843.31042 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 195.2612762451s, input_fired_time: 1.9202033281, output_fired_time: 1.7740256786, propagate_forward_time: 71.4217147827, propagate_backward_time: 116.1293792725, weight_update_time: 0.2060617208, other_time: 4.0159530640
epoch time: 14.9918222427s, input_fired_time: 0.2431281954, output_fired_time: 0.0000000000, propagate_forward_time: 14.1040315628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6446628571
validation[          , genome  6639] predictions:    9637/  10000 (96.37%), best:    9767/10000 (97.67%), error:      1162.05176, best error:       843.31042 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 185.0588073730s, input_fired_time: 1.8987749815, output_fired_time: 1.7915140390, propagate_forward_time: 67.3427124023, propagate_backward_time: 109.4183883667, weight_update_time: 0.1724897772, other_time: 4.6074142456
epoch time: 15.2581367493s, input_fired_time: 0.2437908798, output_fired_time: 0.0000000000, propagate_forward_time: 14.3625497818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517963409
validation[          , genome  6639] predictions:    9648/  10000 (96.48%), best:    9767/10000 (97.67%), error:      1119.90747, best error:       843.31042 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 183.9456787109s, input_fired_time: 1.9017369747, output_fired_time: 1.7276136875, propagate_forward_time: 69.8285064697, propagate_backward_time: 105.8422012329, weight_update_time: 0.1726001650, other_time: 4.6456222534
epoch time: 15.1503181458s, input_fired_time: 0.2427484691, output_fired_time: 0.0000000000, propagate_forward_time: 14.2414093018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661605835
validation[          , genome  6639] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       964.26697, best error:       843.31042 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 182.1701202393s, input_fired_time: 1.8993675709, output_fired_time: 1.7046030760, propagate_forward_time: 67.9152603149, propagate_backward_time: 106.9944915771, weight_update_time: 0.1725986600, other_time: 3.6563949585
epoch time: 15.0253839493s, input_fired_time: 0.2417026907, output_fired_time: 0.0000000000, propagate_forward_time: 14.1339130402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497678757
validation[          , genome  6639] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       912.07159, best error:       843.31042 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 182.5028076172s, input_fired_time: 1.8979117870, output_fired_time: 1.7067587376, propagate_forward_time: 70.1804580688, propagate_backward_time: 105.0940551758, weight_update_time: 0.1727326065, other_time: 3.6236190796
epoch time: 13.8027534485s, input_fired_time: 0.2408093512, output_fired_time: 0.0000000000, propagate_forward_time: 12.9150543213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468896866
validation[          , genome  6639] predictions:    9692/  10000 (96.92%), best:    9767/10000 (97.67%), error:       950.46362, best error:       843.31042 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 183.7820129395s, input_fired_time: 1.9299123287, output_fired_time: 2.7317044735, propagate_forward_time: 67.1211624146, propagate_backward_time: 107.4518661499, weight_update_time: 0.1745711863, other_time: 4.5473632813
epoch time: 13.6916885376s, input_fired_time: 0.2396663129, output_fired_time: 0.0000000000, propagate_forward_time: 12.8092393875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427831650
validation[          , genome  6639] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       786.23431, best error:       786.23431 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 184.8537750244s, input_fired_time: 1.9062700272, output_fired_time: 1.7655823231, propagate_forward_time: 68.5151214600, propagate_backward_time: 109.0079269409, weight_update_time: 0.1729736179, other_time: 3.6588821411
epoch time: 16.3539943695s, input_fired_time: 0.2646880448, output_fired_time: 0.0000000000, propagate_forward_time: 15.3453226089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7439832687
validation[          , genome  6639] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       916.42786, best error:       786.23431 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 185.3587799072s, input_fired_time: 1.9140378237, output_fired_time: 1.7146803141, propagate_forward_time: 68.1178207397, propagate_backward_time: 108.9008407593, weight_update_time: 0.1745916754, other_time: 4.7114105225
epoch time: 14.0999431610s, input_fired_time: 0.2424587160, output_fired_time: 0.0000000000, propagate_forward_time: 13.2080383301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6494464874
validation[          , genome  6639] predictions:    9648/  10000 (96.48%), best:    9760/10000 (97.60%), error:      1148.48877, best error:       786.23431 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 184.9497375488s, input_fired_time: 1.9064443111, output_fired_time: 1.7161821127, propagate_forward_time: 65.6755065918, propagate_backward_time: 112.0165405273, weight_update_time: 0.1756545454, other_time: 3.6350555420
epoch time: 13.6613903046s, input_fired_time: 0.2381684333, output_fired_time: 0.0000000000, propagate_forward_time: 12.7808990479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6423225403
validation[          , genome  6639] predictions:    9750/  10000 (97.50%), best:    9760/10000 (97.60%), error:       842.49487, best error:       786.23431 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 183.1960906982s, input_fired_time: 1.9006471634, output_fired_time: 1.6968879700, propagate_forward_time: 68.2896575928, propagate_backward_time: 107.6845932007, weight_update_time: 0.1743589938, other_time: 3.6243057251
epoch time: 13.8151683807s, input_fired_time: 0.2365547121, output_fired_time: 0.0000000000, propagate_forward_time: 12.9482660294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303472519
validation[          , genome  6639] predictions:    9695/  10000 (96.95%), best:    9760/10000 (97.60%), error:       993.78070, best error:       786.23431 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 182.3978576660s, input_fired_time: 1.9358732700, output_fired_time: 2.7145085335, propagate_forward_time: 68.0563201904, propagate_backward_time: 106.0410919189, weight_update_time: 0.1734535694, other_time: 3.6500701904
epoch time: 15.0310039520s, input_fired_time: 0.2419885248, output_fired_time: 0.0000000000, propagate_forward_time: 14.1396865845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493291855
validation[          , genome  6639] predictions:    9724/  10000 (97.24%), best:    9760/10000 (97.60%), error:       924.52283, best error:       786.23431 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 187.4269409180s, input_fired_time: 1.9421038628, output_fired_time: 1.7529057264, propagate_forward_time: 71.8544540405, propagate_backward_time: 108.1725082397, weight_update_time: 0.1888452619, other_time: 3.7049713135
epoch time: 13.9611282349s, input_fired_time: 0.2418204397, output_fired_time: 0.0000000000, propagate_forward_time: 13.0679874420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513204575
validation[          , genome  6639] predictions:    9709/  10000 (97.09%), best:    9760/10000 (97.60%), error:       943.44537, best error:       786.23431 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 185.8376922607s, input_fired_time: 1.9109215736, output_fired_time: 1.7465012074, propagate_forward_time: 71.1996002197, propagate_backward_time: 107.3173522949, weight_update_time: 0.1822676659, other_time: 3.6633148193
epoch time: 13.8521900177s, input_fired_time: 0.2387059182, output_fired_time: 0.0000000000, propagate_forward_time: 12.9832839966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302003860
validation[          , genome  6639] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       977.59851, best error:       786.23431 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 183.6821441650s, input_fired_time: 1.9136829376, output_fired_time: 1.7118393183, propagate_forward_time: 71.6276550293, propagate_backward_time: 104.7315368652, weight_update_time: 0.1726793200, other_time: 3.6974334717
epoch time: 14.9116439819s, input_fired_time: 0.2422084957, output_fired_time: 0.0000000000, propagate_forward_time: 14.0243778229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450576782
validation[          , genome  6639] predictions:    9723/  10000 (97.23%), best:    9760/10000 (97.60%), error:       902.05774, best error:       786.23431 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 184.0375671387s, input_fired_time: 1.9277988672, output_fired_time: 1.7241182327, propagate_forward_time: 68.7995300293, propagate_backward_time: 104.8359909058, weight_update_time: 1.2119785547, other_time: 6.7501296997
epoch time: 15.1005086899s, input_fired_time: 0.2498742044, output_fired_time: 0.0000000000, propagate_forward_time: 14.1937971115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568374634
validation[          , genome  6639] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       880.91907, best error:       786.23431 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 181.8920135498s, input_fired_time: 1.9088319540, output_fired_time: 2.7153248787, propagate_forward_time: 69.9816741943, propagate_backward_time: 103.6227951050, weight_update_time: 0.1727727056, other_time: 3.6633834839
epoch time: 14.5476036072s, input_fired_time: 0.2373063564, output_fired_time: 0.0000000000, propagate_forward_time: 13.6692028046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410942078
validation[          , genome  6639] predictions:    9664/  10000 (96.64%), best:    9760/10000 (97.60%), error:      1194.20813, best error:       786.23431 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 182.1020507813s, input_fired_time: 2.9174270630, output_fired_time: 1.7093166113, propagate_forward_time: 67.6241607666, propagate_backward_time: 106.1898040771, weight_update_time: 0.1752719134, other_time: 3.6613464355
epoch time: 15.0833988190s, input_fired_time: 0.2438392043, output_fired_time: 0.0000000000, propagate_forward_time: 14.1756858826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638736725
validation[          , genome  6639] predictions:    9640/  10000 (96.40%), best:    9760/10000 (97.60%), error:      1240.62695, best error:       786.23431 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 184.1259002686s, input_fired_time: 1.9172041416, output_fired_time: 1.7249941826, propagate_forward_time: 68.9699707031, propagate_backward_time: 107.8691711426, weight_update_time: 0.1726140082, other_time: 3.6445617676
epoch time: 15.1640510559s, input_fired_time: 0.2451909781, output_fired_time: 0.0000000000, propagate_forward_time: 14.2638540268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550064087
validation[          , genome  6639] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       930.44305, best error:       786.23431 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 185.0492095947s, input_fired_time: 1.9457393885, output_fired_time: 1.8316146135, propagate_forward_time: 68.7771224976, propagate_backward_time: 108.8004760742, weight_update_time: 0.1744197309, other_time: 3.6942520142
epoch time: 15.5123767853s, input_fired_time: 0.2480176091, output_fired_time: 0.0000000000, propagate_forward_time: 14.6174516678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469078064
validation[          , genome  6639] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       760.32379, best error:       760.32379 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 187.9654388428s, input_fired_time: 1.9794354439, output_fired_time: 1.7538809776, propagate_forward_time: 68.3366394043, propagate_backward_time: 112.1047363281, weight_update_time: 0.1832976341, other_time: 3.7907562256
epoch time: 14.9099645615s, input_fired_time: 0.2420598418, output_fired_time: 0.0000000000, propagate_forward_time: 14.0236721039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442327499
validation[          , genome  6639] predictions:    9740/  10000 (97.40%), best:    9766/10000 (97.66%), error:       902.95905, best error:       760.32379 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 182.9185943604s, input_fired_time: 2.0050575733, output_fired_time: 1.7028434277, propagate_forward_time: 69.4013061523, propagate_backward_time: 106.1642150879, weight_update_time: 0.1738351285, other_time: 3.6451721191
epoch time: 14.8222217560s, input_fired_time: 0.2485018820, output_fired_time: 0.0000000000, propagate_forward_time: 13.9139013290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6598186493
validation[          , genome  6639] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       899.32434, best error:       760.32379 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 182.1132812500s, input_fired_time: 1.9041978121, output_fired_time: 1.6966542006, propagate_forward_time: 67.9094238281, propagate_backward_time: 106.0214538574, weight_update_time: 0.1722629964, other_time: 4.5815429688
epoch time: 15.0036783218s, input_fired_time: 0.2458864897, output_fired_time: 0.0000000000, propagate_forward_time: 14.1067838669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510076523
validation[          , genome  6639] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       807.62469, best error:       760.32379 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 192.6834259033s, input_fired_time: 3.0298073292, output_fired_time: 1.7978146076, propagate_forward_time: 71.5369949341, propagate_backward_time: 112.5109176636, weight_update_time: 0.1819724143, other_time: 3.8078918457
epoch time: 15.3751964569s, input_fired_time: 0.2473441958, output_fired_time: 0.0000000000, propagate_forward_time: 14.3527193069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7751331329
validation[          , genome  6639] predictions:    9697/  10000 (96.97%), best:    9766/10000 (97.66%), error:       967.04907, best error:       760.32379 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 190.1779785156s, input_fired_time: 1.9369348288, output_fired_time: 1.7801269293, propagate_forward_time: 67.6658248901, propagate_backward_time: 111.8788375854, weight_update_time: 0.2069567442, other_time: 6.9162597656
epoch time: 17.2571735382s, input_fired_time: 0.2825157344, output_fired_time: 0.0000000000, propagate_forward_time: 16.1768074036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7978496552
validation[          , genome  6639] predictions:    9762/  10000 (97.62%), best:    9766/10000 (97.66%), error:       811.52563, best error:       760.32379 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 185.4364013672s, input_fired_time: 1.9393919706, output_fired_time: 1.7356125116, propagate_forward_time: 68.3705444336, propagate_backward_time: 108.7213363647, weight_update_time: 0.1733371764, other_time: 4.6695175171
epoch time: 15.1381855011s, input_fired_time: 0.2476188987, output_fired_time: 0.0000000000, propagate_forward_time: 14.2323675156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581993103
validation[          , genome  6639] predictions:    9695/  10000 (96.95%), best:    9766/10000 (97.66%), error:       972.22620, best error:       760.32379 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 182.6318817139s, input_fired_time: 2.9239091873, output_fired_time: 1.7160406113, propagate_forward_time: 68.0594787598, propagate_backward_time: 105.2885894775, weight_update_time: 0.1732900888, other_time: 4.6438751221
epoch time: 15.0392618179s, input_fired_time: 0.2434204370, output_fired_time: 0.0000000000, propagate_forward_time: 14.1366386414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6592025757
validation[          , genome  6639] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       821.53870, best error:       760.32379 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 190.9692687988s, input_fired_time: 1.9952387810, output_fired_time: 1.7877197266, propagate_forward_time: 72.1506729126, propagate_backward_time: 111.2433395386, weight_update_time: 0.1735801399, other_time: 3.7922973633
epoch time: 16.4611930847s, input_fired_time: 0.2807489932, output_fired_time: 0.0000000000, propagate_forward_time: 15.4713611603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090835571
validation[          , genome  6639] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       860.69672, best error:       760.32379 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 192.0699310303s, input_fired_time: 2.0038988590, output_fired_time: 1.8058286905, propagate_forward_time: 70.4075393677, propagate_backward_time: 114.0116958618, weight_update_time: 0.1745368540, other_time: 3.8409576416
epoch time: 13.7392864227s, input_fired_time: 0.2379103601, output_fired_time: 0.0000000000, propagate_forward_time: 12.8630390167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383371353
validation[          , genome  6639] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       810.90778, best error:       760.32379 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 183.1028442383s, input_fired_time: 1.9299327135, output_fired_time: 1.7046185732, propagate_forward_time: 66.3671264648, propagate_backward_time: 109.4508438110, weight_update_time: 0.1739411652, other_time: 3.6503219604
epoch time: 13.8136196136s, input_fired_time: 0.2405336350, output_fired_time: 0.0000000000, propagate_forward_time: 12.9404087067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6326770782
validation[          , genome  6639] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       785.12860, best error:       760.32379 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 182.6941375732s, input_fired_time: 1.9276005030, output_fired_time: 1.7236649990, propagate_forward_time: 69.3683776855, propagate_backward_time: 106.0120086670, weight_update_time: 0.1736563891, other_time: 3.6624908447
epoch time: 15.2704267502s, input_fired_time: 0.2488772720, output_fired_time: 0.0000000000, propagate_forward_time: 14.3619852066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6595640182
validation[          , genome  6639] predictions:    9643/  10000 (96.43%), best:    9766/10000 (97.66%), error:      1198.82373, best error:       760.32379 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 184.8441467285s, input_fired_time: 1.9258096218, output_fired_time: 1.7736910582, propagate_forward_time: 71.1462936401, propagate_backward_time: 106.3714218140, weight_update_time: 0.1738005280, other_time: 3.6269226074
epoch time: 13.8946685791s, input_fired_time: 0.2429263294, output_fired_time: 0.0000000000, propagate_forward_time: 13.0041198730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476221085
validation[          , genome  6639] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       872.60181, best error:       760.32379 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 190.9693908691s, input_fired_time: 2.0306661129, output_fired_time: 1.8298770189, propagate_forward_time: 72.2983474731, propagate_backward_time: 110.9890594482, weight_update_time: 0.1815052629, other_time: 3.8214340210
epoch time: 15.1327085495s, input_fired_time: 0.2658106387, output_fired_time: 0.0000000000, propagate_forward_time: 14.2168388367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6500587463
validation[          , genome  6639] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       826.85437, best error:       760.32379 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 192.5050354004s, input_fired_time: 2.0454993248, output_fired_time: 1.7988760471, propagate_forward_time: 70.0213394165, propagate_backward_time: 114.8488693237, weight_update_time: 0.1752753258, other_time: 3.7904510498
epoch time: 15.6865615845s, input_fired_time: 0.3180673718, output_fired_time: 0.0000000000, propagate_forward_time: 13.6841859818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6843080521
validation[          , genome  6639] predictions:    9742/  10000 (97.42%), best:    9766/10000 (97.66%), error:       911.89697, best error:       760.32379 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 184.1452178955s, input_fired_time: 1.9112337828, output_fired_time: 1.7520339489, propagate_forward_time: 67.7831344604, propagate_backward_time: 109.0810546875, weight_update_time: 0.1731719226, other_time: 3.6177597046
epoch time: 15.3213558197s, input_fired_time: 0.2467460334, output_fired_time: 0.0000000000, propagate_forward_time: 13.3900079727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6846017838
validation[          , genome  6639] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       757.71515, best error:       757.71515 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 185.1087188721s, input_fired_time: 1.9302570820, output_fired_time: 1.7241613865, propagate_forward_time: 70.2673568726, propagate_backward_time: 107.4341659546, weight_update_time: 0.1788140535, other_time: 3.7527770996
epoch time: 15.5243892670s, input_fired_time: 0.2531058192, output_fired_time: 0.0000000000, propagate_forward_time: 14.5880880356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831951141
validation[          , genome  6639] predictions:    9687/  10000 (96.87%), best:    9777/10000 (97.77%), error:      1009.45673, best error:       757.71515 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 186.1897888184s, input_fired_time: 1.9472056627, output_fired_time: 2.6371443272, propagate_forward_time: 68.5756912231, propagate_backward_time: 109.2010650635, weight_update_time: 0.1749660075, other_time: 3.8286819458
epoch time: 15.1081161499s, input_fired_time: 0.2476808429, output_fired_time: 0.0000000000, propagate_forward_time: 14.2163724899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440629959
validation[          , genome  6639] predictions:    9721/  10000 (97.21%), best:    9777/10000 (97.77%), error:       883.42377, best error:       757.71515 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 183.5640563965s, input_fired_time: 1.9176670313, output_fired_time: 1.7133090496, propagate_forward_time: 70.7277145386, propagate_backward_time: 105.5426330566, weight_update_time: 0.1740604639, other_time: 3.6627426147
epoch time: 15.0098342896s, input_fired_time: 0.2434708327, output_fired_time: 0.0000000000, propagate_forward_time: 14.0971336365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692295074
validation[          , genome  6639] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       823.24933, best error:       757.71515 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 181.8015136719s, input_fired_time: 1.9235477448, output_fired_time: 1.6911553144, propagate_forward_time: 66.9859313965, propagate_backward_time: 107.5119628906, weight_update_time: 0.1735101938, other_time: 3.6889038086
epoch time: 14.8353023529s, input_fired_time: 0.2430197299, output_fired_time: 0.0000000000, propagate_forward_time: 13.9442968369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479854584
validation[          , genome  6639] predictions:    9697/  10000 (96.97%), best:    9777/10000 (97.77%), error:       957.33154, best error:       757.71515 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 186.9546508789s, input_fired_time: 1.9565736055, output_fired_time: 1.7476919889, propagate_forward_time: 68.5526657104, propagate_backward_time: 110.9272232056, weight_update_time: 0.1741317958, other_time: 3.7704925537
epoch time: 15.1034402847s, input_fired_time: 0.2455042750, output_fired_time: 0.0000000000, propagate_forward_time: 14.1886129379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693229675
validation[          , genome  6639] predictions:    9703/  10000 (97.03%), best:    9777/10000 (97.77%), error:       988.90369, best error:       757.71515 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 191.0240936279s, input_fired_time: 2.0629229546, output_fired_time: 1.7806953192, propagate_forward_time: 70.2080307007, propagate_backward_time: 112.9933547974, weight_update_time: 0.1764506996, other_time: 3.9790802002
epoch time: 13.5942058563s, input_fired_time: 0.2448918670, output_fired_time: 0.0000000000, propagate_forward_time: 12.6952409744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540727615
validation[          , genome  6639] predictions:    9673/  10000 (96.73%), best:    9777/10000 (97.77%), error:      1025.05298, best error:       757.71515 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 181.9948425293s, input_fired_time: 2.9277880192, output_fired_time: 1.7059392929, propagate_forward_time: 71.8460235596, propagate_backward_time: 101.8228759766, weight_update_time: 0.1737501323, other_time: 3.6922149658
epoch time: 14.9502506256s, input_fired_time: 0.2455012351, output_fired_time: 0.0000000000, propagate_forward_time: 14.0379886627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667604446
validation[          , genome  6639] predictions:    9719/  10000 (97.19%), best:    9777/10000 (97.77%), error:       886.32373, best error:       757.71515 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 182.5198669434s, input_fired_time: 1.9348158836, output_fired_time: 1.7194509506, propagate_forward_time: 69.1229171753, propagate_backward_time: 105.9331283569, weight_update_time: 0.1744729728, other_time: 3.8095550537
epoch time: 14.5279960632s, input_fired_time: 0.2408988029, output_fired_time: 0.0000000000, propagate_forward_time: 12.6234664917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6636304855
validation[          , genome  6639] predictions:    9770/  10000 (97.70%), best:    9777/10000 (97.77%), error:       770.30829, best error:       757.71515 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 181.2949676514s, input_fired_time: 1.9176139832, output_fired_time: 1.6903536320, propagate_forward_time: 65.7272109985, propagate_backward_time: 107.1598663330, weight_update_time: 0.1764584482, other_time: 4.7999191284
epoch time: 14.9673681259s, input_fired_time: 0.2453732640, output_fired_time: 0.0000000000, propagate_forward_time: 14.0445117950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774826050
validation[          , genome  6639] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       904.41718, best error:       757.71515 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 184.5896453857s, input_fired_time: 1.9331282377, output_fired_time: 1.7235280275, propagate_forward_time: 67.9132385254, propagate_backward_time: 109.0548248291, weight_update_time: 0.1786272526, other_time: 3.9649353027
epoch time: 13.9465675354s, input_fired_time: 0.2429595888, output_fired_time: 0.0000000000, propagate_forward_time: 12.9330377579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7705698013
validation[          , genome  6639] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       800.99597, best error:       757.71515 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 184.4657897949s, input_fired_time: 1.9620312452, output_fired_time: 1.7405396700, propagate_forward_time: 70.8382110596, propagate_backward_time: 106.0749664307, weight_update_time: 0.1819521934, other_time: 3.8500366211
epoch time: 15.1600112915s, input_fired_time: 0.2475147545, output_fired_time: 0.0000000000, propagate_forward_time: 14.2164735794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960229874
validation[          , genome  6639] predictions:    9716/  10000 (97.16%), best:    9777/10000 (97.77%), error:       938.31189, best error:       757.71515 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 186.9856262207s, input_fired_time: 2.9678094387, output_fired_time: 1.8093714714, propagate_forward_time: 69.7377319336, propagate_backward_time: 108.5958633423, weight_update_time: 0.1779441237, other_time: 3.8748550415
epoch time: 15.8162517548s, input_fired_time: 0.2622499764, output_fired_time: 0.0000000000, propagate_forward_time: 14.8248691559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7291326523
validation[          , genome  6639] predictions:    9679/  10000 (96.79%), best:    9777/10000 (97.77%), error:      1075.67322, best error:       757.71515 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 180.6792297363s, input_fired_time: 1.9352735281, output_fired_time: 1.7256405354, propagate_forward_time: 69.5307083130, propagate_backward_time: 103.6101226807, weight_update_time: 0.1754663885, other_time: 3.8774795532
epoch time: 14.9206542969s, input_fired_time: 0.2450449169, output_fired_time: 0.0000000000, propagate_forward_time: 13.9801683426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6954412460
validation[          , genome  6639] predictions:    9772/  10000 (97.72%), best:    9777/10000 (97.77%), error:       800.85443, best error:       757.71515 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 181.6959075928s, input_fired_time: 2.9428491592, output_fired_time: 1.7074031830, propagate_forward_time: 68.8133697510, propagate_backward_time: 103.3902130127, weight_update_time: 0.1754865795, other_time: 4.8420715332
epoch time: 14.9591808319s, input_fired_time: 0.2463877499, output_fired_time: 0.0000000000, propagate_forward_time: 14.0352764130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775169373
validation[          , genome  6639] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       840.82635, best error:       757.71515 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 182.0671234131s, input_fired_time: 1.9396486282, output_fired_time: 1.7072961330, propagate_forward_time: 68.7827682495, propagate_backward_time: 105.7654190063, weight_update_time: 0.1757899374, other_time: 3.8719940186
epoch time: 13.5877132416s, input_fired_time: 0.2421292961, output_fired_time: 0.0000000000, propagate_forward_time: 12.6503658295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6952180862
validation[          , genome  6639] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       794.82684, best error:       757.71515 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 181.6865081787s, input_fired_time: 1.9484093189, output_fired_time: 1.7076594830, propagate_forward_time: 68.7571029663, propagate_backward_time: 104.4312744141, weight_update_time: 0.1752284616, other_time: 4.8420639038
epoch time: 13.6176919937s, input_fired_time: 0.2414548695, output_fired_time: 0.0000000000, propagate_forward_time: 12.6881322861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881046295
validation[          , genome  6639] predictions:    9770/  10000 (97.70%), best:    9777/10000 (97.77%), error:       817.04224, best error:       757.71515 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 184.3730621338s, input_fired_time: 1.9704142809, output_fired_time: 1.7229863405, propagate_forward_time: 68.6956558228, propagate_backward_time: 108.0909347534, weight_update_time: 0.1761442125, other_time: 3.8930664063
epoch time: 13.7303991318s, input_fired_time: 0.2442424148, output_fired_time: 0.0000000000, propagate_forward_time: 12.7779607773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081956863
validation[          , genome  6639] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       818.99292, best error:       757.71515 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 189.1813812256s, input_fired_time: 1.9928985834, output_fired_time: 1.7471576929, propagate_forward_time: 70.4049606323, propagate_backward_time: 111.0589065552, weight_update_time: 0.1790306121, other_time: 3.9774475098
epoch time: 14.1606779099s, input_fired_time: 0.2502299845, output_fired_time: 0.0000000000, propagate_forward_time: 13.2601909637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6502571106
validation[          , genome  6639] predictions:    9634/  10000 (96.34%), best:    9777/10000 (97.77%), error:      1177.39221, best error:       757.71515 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 191.6011657715s, input_fired_time: 3.0337481499, output_fired_time: 1.7935404778, propagate_forward_time: 74.0828628540, propagate_backward_time: 108.6962966919, weight_update_time: 0.1837552637, other_time: 3.9947204590
epoch time: 14.9109697342s, input_fired_time: 0.2466854006, output_fired_time: 0.0000000000, propagate_forward_time: 13.9776258469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866588593
validation[          , genome  6639] predictions:    9774/  10000 (97.74%), best:    9777/10000 (97.77%), error:       762.92059, best error:       757.71515 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 182.7765502930s, input_fired_time: 1.9740071297, output_fired_time: 1.7004975080, propagate_forward_time: 70.2244720459, propagate_backward_time: 104.9797439575, weight_update_time: 0.1743770987, other_time: 3.8978195190
epoch time: 14.9182577133s, input_fired_time: 0.2484051883, output_fired_time: 0.0000000000, propagate_forward_time: 13.9712905884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985616684
validation[          , genome  6639] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       832.00165, best error:       757.71515 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 185.3271942139s, input_fired_time: 1.9923139811, output_fired_time: 1.7599895000, propagate_forward_time: 70.0242691040, propagate_backward_time: 107.5528182983, weight_update_time: 0.1789349020, other_time: 3.9978027344
epoch time: 15.1353902817s, input_fired_time: 0.2487936914, output_fired_time: 0.0000000000, propagate_forward_time: 14.1940279007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6925687790
validation[          , genome  6639] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       943.52759, best error:       757.71515 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 183.4549255371s, input_fired_time: 1.9460955858, output_fired_time: 1.7147346735, propagate_forward_time: 67.1453018188, propagate_backward_time: 108.7868804932, weight_update_time: 0.1752992868, other_time: 3.8619155884
epoch time: 16.3899707794s, input_fired_time: 0.2824081481, output_fired_time: 0.0000000000, propagate_forward_time: 15.3328351974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7747278214
validation[          , genome  6639] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       815.64392, best error:       757.71515 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 178.7386627197s, input_fired_time: 1.9265292883, output_fired_time: 1.6965529919, propagate_forward_time: 67.5347976685, propagate_backward_time: 103.6361160278, weight_update_time: 0.1760358363, other_time: 3.9446716309
epoch time: 13.6068782806s, input_fired_time: 0.2459201366, output_fired_time: 0.0000000000, propagate_forward_time: 12.6616697311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992883682
validation[          , genome  6639] predictions:    9725/  10000 (97.25%), best:    9777/10000 (97.77%), error:       897.44196, best error:       757.71515 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 180.6781768799s, input_fired_time: 1.9303987026, output_fired_time: 1.6998007298, propagate_forward_time: 68.3169174194, propagate_backward_time: 104.9073944092, weight_update_time: 0.1756061614, other_time: 3.8236618042
epoch time: 14.9737691879s, input_fired_time: 0.2470318675, output_fired_time: 0.0000000000, propagate_forward_time: 14.0371904373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895465851
validation[          , genome  6639] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       861.13403, best error:       757.71515 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 181.3811340332s, input_fired_time: 2.9456024170, output_fired_time: 1.7094514370, propagate_forward_time: 68.5535049438, propagate_backward_time: 104.2861099243, weight_update_time: 0.1754311323, other_time: 3.8864593506
epoch time: 14.7516651154s, input_fired_time: 0.2481353879, output_fired_time: 0.0000000000, propagate_forward_time: 13.8147020340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888275146
validation[          , genome  6639] predictions:    9735/  10000 (97.35%), best:    9777/10000 (97.77%), error:       892.31891, best error:       757.71515 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 191.9922180176s, input_fired_time: 1.9362006187, output_fired_time: 1.7083325386, propagate_forward_time: 66.9608535767, propagate_backward_time: 117.5730133057, weight_update_time: 0.1754024625, other_time: 3.8138198853
epoch time: 15.0202846527s, input_fired_time: 0.2472088188, output_fired_time: 0.0000000000, propagate_forward_time: 14.1018629074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6712131500
validation[          , genome  6639] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       872.76440, best error:       757.71515 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 181.6086273193s, input_fired_time: 1.9314754009, output_fired_time: 2.7087616920, propagate_forward_time: 68.5973663330, propagate_backward_time: 104.5814285278, weight_update_time: 0.1765583009, other_time: 3.7896041870
epoch time: 15.1038732529s, input_fired_time: 0.2473212034, output_fired_time: 0.0000000000, propagate_forward_time: 14.1873922348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6691598892
validation[          , genome  6639] predictions:    9759/  10000 (97.59%), best:    9777/10000 (97.77%), error:       861.32849, best error:       757.71515 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 181.2911682129s, input_fired_time: 1.9351352453, output_fired_time: 1.7015610933, propagate_forward_time: 70.4846191406, propagate_backward_time: 102.3788146973, weight_update_time: 0.1747998148, other_time: 4.7910308838
epoch time: 14.8147945404s, input_fired_time: 0.2470705211, output_fired_time: 0.0000000000, propagate_forward_time: 13.8916540146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760702133
validation[          , genome  6639] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       872.50964, best error:       757.71515 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 183.8770904541s, input_fired_time: 1.9707890749, output_fired_time: 1.7322384119, propagate_forward_time: 67.6465911865, propagate_backward_time: 108.6956405640, weight_update_time: 0.1753570288, other_time: 3.8318252563
epoch time: 17.7628974915s, input_fired_time: 0.2988581955, output_fired_time: 0.0000000000, propagate_forward_time: 16.6887092590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7753295898
validation[          , genome  6639] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       809.78796, best error:       757.71515 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 182.6275939941s, input_fired_time: 1.9497135878, output_fired_time: 1.7029067278, propagate_forward_time: 67.9724121094, propagate_backward_time: 107.2399368286, weight_update_time: 0.1741822064, other_time: 3.7626266479
epoch time: 14.8872060776s, input_fired_time: 0.2462968975, output_fired_time: 0.0000000000, propagate_forward_time: 13.9683017731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6726074219
validation[          , genome  6639] predictions:    9712/  10000 (97.12%), best:    9777/10000 (97.77%), error:       945.44092, best error:       757.71515 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 182.8304443359s, input_fired_time: 1.9305193424, output_fired_time: 1.7261003256, propagate_forward_time: 69.9463043213, propagate_backward_time: 105.5307083130, weight_update_time: 0.1742754281, other_time: 3.6968002319
epoch time: 13.7470493317s, input_fired_time: 0.2429078370, output_fired_time: 0.0000000000, propagate_forward_time: 12.8419704437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621713638
validation[          , genome  6639] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       879.95001, best error:       757.71515 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 187.3146667480s, input_fired_time: 1.9532479048, output_fired_time: 1.7336661816, propagate_forward_time: 73.3368835449, propagate_backward_time: 106.5088195801, weight_update_time: 0.1747562289, other_time: 3.7820434570
epoch time: 14.9468555450s, input_fired_time: 0.2491787076, output_fired_time: 0.0000000000, propagate_forward_time: 14.0310068130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666698456
validation[          , genome  6639] predictions:    9773/  10000 (97.73%), best:    9777/10000 (97.77%), error:       790.79889, best error:       757.71515 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 182.3164978027s, input_fired_time: 1.9410289526, output_fired_time: 1.7073338032, propagate_forward_time: 67.9067840576, propagate_backward_time: 106.9611968994, weight_update_time: 0.1755568534, other_time: 3.8001556396
epoch time: 13.5733604431s, input_fired_time: 0.2445835322, output_fired_time: 0.0000000000, propagate_forward_time: 12.6748342514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6539430618
validation[          , genome  6639] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       808.85498, best error:       757.71515 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 183.6001586914s, input_fired_time: 1.9412878752, output_fired_time: 1.7041847706, propagate_forward_time: 69.2607269287, propagate_backward_time: 107.0062408447, weight_update_time: 0.1810476780, other_time: 3.6877288818
epoch time: 13.7056112289s, input_fired_time: 0.2434048802, output_fired_time: 0.0000000000, propagate_forward_time: 12.8139076233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6482982635
validation[          , genome  6639] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       842.52332, best error:       757.71515 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 182.8622131348s, input_fired_time: 1.9319834709, output_fired_time: 1.7129560709, propagate_forward_time: 67.3258895874, propagate_backward_time: 107.2004852295, weight_update_time: 0.1734094471, other_time: 4.6909103394
epoch time: 14.8905277252s, input_fired_time: 0.2481261343, output_fired_time: 0.0000000000, propagate_forward_time: 13.9758377075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665639877
validation[          , genome  6639] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       831.02161, best error:       757.71515 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 183.9483642578s, input_fired_time: 1.9583559036, output_fired_time: 1.7191985846, propagate_forward_time: 70.5284271240, propagate_backward_time: 105.8963623047, weight_update_time: 0.1748751402, other_time: 3.8460235596
epoch time: 15.0326452255s, input_fired_time: 0.2483670861, output_fired_time: 0.0000000000, propagate_forward_time: 14.1332340240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510438919
validation[          , genome  6639] predictions:    9728/  10000 (97.28%), best:    9777/10000 (97.77%), error:       886.02258, best error:       757.71515 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 192.2692413330s, input_fired_time: 2.0330135822, output_fired_time: 1.8412120342, propagate_forward_time: 69.2686691284, propagate_backward_time: 114.2689361572, weight_update_time: 0.1742593646, other_time: 4.8573989868
epoch time: 15.1820554733s, input_fired_time: 0.2449744940, output_fired_time: 0.0000000000, propagate_forward_time: 14.3023386002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6347427368
validation[          , genome  6639] predictions:    9769/  10000 (97.69%), best:    9777/10000 (97.77%), error:       843.23163, best error:       757.71515 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 182.6923217773s, input_fired_time: 1.9253926277, output_fired_time: 1.7047531605, propagate_forward_time: 68.2351455688, propagate_backward_time: 107.2070999146, weight_update_time: 0.1735159755, other_time: 3.6199188232
epoch time: 13.6668453217s, input_fired_time: 0.2415394634, output_fired_time: 0.0000000000, propagate_forward_time: 12.7788200378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6464862823
validation[          , genome  6639] predictions:    9697/  10000 (96.97%), best:    9777/10000 (97.77%), error:      1017.31073, best error:       757.71515 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 190.6986236572s, input_fired_time: 1.9807850122, output_fired_time: 1.7544950247, propagate_forward_time: 72.1634750366, propagate_backward_time: 111.0721359253, weight_update_time: 0.1765341908, other_time: 3.7277221680
epoch time: 14.9254627228s, input_fired_time: 0.2477493286, output_fired_time: 0.0000000000, propagate_forward_time: 14.0351276398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425857544
validation[          , genome  6639] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       825.53607, best error:       757.71515 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 189.9157714844s, input_fired_time: 2.0072128773, output_fired_time: 1.7619880438, propagate_forward_time: 70.9645614624, propagate_backward_time: 111.3436279297, weight_update_time: 0.1735668033, other_time: 3.8383712769
epoch time: 16.3087730408s, input_fired_time: 0.3102310300, output_fired_time: 0.0000000000, propagate_forward_time: 14.2832403183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7153015137
validation[          , genome  6639] predictions:    9754/  10000 (97.54%), best:    9777/10000 (97.77%), error:       873.99506, best error:       757.71515 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 189.6698303223s, input_fired_time: 1.9781498909, output_fired_time: 1.7642364502, propagate_forward_time: 70.6630401611, propagate_backward_time: 111.4867324829, weight_update_time: 0.1732316166, other_time: 3.7776718140
epoch time: 17.7539367676s, input_fired_time: 0.3408901691, output_fired_time: 0.0000000000, propagate_forward_time: 16.5894737244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8235721588
validation[          , genome  6639] predictions:    9759/  10000 (97.59%), best:    9777/10000 (97.77%), error:       835.23999, best error:       757.71515 on epoch:    59, 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: 77.4685974121s, input_fired_time: 1.2924711704, output_fired_time: 0.0000000000, propagate_forward_time: 70.6172256470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5588989258
best training[          , genome  6639] predictions:   49545/  50000 (99.09%), best:    9777/10000 (97.77%), error:      1645.50623, best error:       757.71515 on epoch:    59, 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: 15.0752182007s, input_fired_time: 0.2451777905, output_fired_time: 0.0000000000, propagate_forward_time: 14.1832036972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468362808
   testing[          , genome  6639] predictions:    9770/  10000 (97.70%), best:    9777/10000 (97.77%), error:       690.35522, best error:       757.71515 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:54:42 (11248): called boinc_finish(0)

</stderr_txt>
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