Nameexact_genome_1512568488_44_7140_1
Workunit2606988
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline14 Dec 2017, 16:21:12 UTC
Received8 Dec 2017, 16:16:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time4 hours 30 min 29 sec
CPU time3 hours 24 min 3 sec
Validate stateValid
Credit1,668.14
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.27 MB
Peak swap size161.03 MB
Peak disk usage2.19 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ns:    9412/  10000 (94.12%), best:    9734/10000 (97.34%), error:      1952.22437, best error:       931.41376 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 215.2775268555s, input_fired_time: 3.1412947178, output_fired_time: 3.1693692207, propagate_forward_time: 81.1216125488, propagate_backward_time: 122.1879806519, weight_update_time: 0.1509673595, other_time: 5.6572647095
epoch time: 17.1249847412s, input_fired_time: 0.8052664995, output_fired_time: 0.0000000000, propagate_forward_time: 15.6336317062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860857010
validation[          , genome  7140] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       953.53967, best error:       931.41376 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 219.0208435059s, input_fired_time: 3.4834179878, output_fired_time: 2.5138523579, propagate_forward_time: 82.5948638916, propagate_backward_time: 124.1483230591, weight_update_time: 0.5576052070, other_time: 6.2803878784
epoch time: 15.9812974930s, input_fired_time: 0.2819158733, output_fired_time: 0.0000000000, propagate_forward_time: 14.6928749084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0065069199
validation[          , genome  7140] predictions:    9730/  10000 (97.30%), best:    9734/10000 (97.34%), error:       938.31714, best error:       931.41376 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 198.5865783691s, input_fired_time: 3.3981831074, output_fired_time: 2.8713834286, propagate_forward_time: 73.6660766602, propagate_backward_time: 112.9912414551, weight_update_time: 0.1829388142, other_time: 5.6596984863
epoch time: 15.8676366806s, input_fired_time: 0.5658932924, output_fired_time: 0.0000000000, propagate_forward_time: 14.6384773254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632661819
validation[          , genome  7140] predictions:    9653/  10000 (96.53%), best:    9734/10000 (97.34%), error:      1142.63818, best error:       931.41376 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 212.4000396729s, input_fired_time: 2.6898238659, output_fired_time: 3.2962365150, propagate_forward_time: 79.0337448120, propagate_backward_time: 121.6203536987, weight_update_time: 0.1978851408, other_time: 5.7598876953
epoch time: 19.5894412994s, input_fired_time: 0.3613885045, output_fired_time: 0.0000000000, propagate_forward_time: 18.0953598022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1326923370
validation[          , genome  7140] predictions:    9177/  10000 (91.77%), best:    9734/10000 (97.34%), error:      2710.02246, best error:       931.41376 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

resetting weights to those on epoch: 12
epoch time: 294.0554199219s, input_fired_time: 4.2623267174, output_fired_time: 5.5987873077, propagate_forward_time: 110.5008621216, propagate_backward_time: 165.3445739746, weight_update_time: 0.3234522641, other_time: 8.3488769531
epoch time: 23.3961200714s, input_fired_time: 0.5645625591, output_fired_time: 0.0000000000, propagate_forward_time: 21.4645748138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3669834137
validation[          , genome  7140] predictions:    9677/  10000 (96.77%), best:    9734/10000 (97.34%), error:      1118.79199, best error:       931.41376 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 309.3910217285s, input_fired_time: 4.5696134567, output_fired_time: 4.6892485619, propagate_forward_time: 114.9365463257, propagate_backward_time: 177.0079498291, weight_update_time: 0.6198159456, other_time: 8.1876678467
epoch time: 23.1229839325s, input_fired_time: 0.4360637069, output_fired_time: 0.0000000000, propagate_forward_time: 20.7103099823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9766101837
validation[          , genome  7140] predictions:    9655/  10000 (96.55%), best:    9734/10000 (97.34%), error:      1168.38550, best error:       931.41376 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 291.2005615234s, input_fired_time: 4.0674877167, output_fired_time: 5.9339213371, propagate_forward_time: 106.0523529053, propagate_backward_time: 165.7909240723, weight_update_time: 0.4502404630, other_time: 9.3558807373
epoch time: 25.5309734344s, input_fired_time: 0.3304457664, output_fired_time: 0.0000000000, propagate_forward_time: 23.8470153809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3535118103
validation[          , genome  7140] predictions:    9721/  10000 (97.21%), best:    9734/10000 (97.34%), error:       965.28510, best error:       931.41376 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 157.2087402344s, input_fired_time: 2.4847533703, output_fired_time: 2.6888184547, propagate_forward_time: 58.4832191467, propagate_backward_time: 89.1197662354, weight_update_time: 0.4977167845, other_time: 4.4321899414
epoch time: 8.7452259064s, input_fired_time: 0.2219399363, output_fired_time: 0.0000000000, propagate_forward_time: 7.9504704475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5728154182
validation[          , genome  7140] predictions:    9697/  10000 (96.97%), best:    9734/10000 (97.34%), error:       997.42651, best error:       931.41376 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 111.6782302856s, input_fired_time: 1.7856112719, output_fired_time: 1.6502929926, propagate_forward_time: 40.7205543518, propagate_backward_time: 64.1518096924, weight_update_time: 0.1348013282, other_time: 3.3699645996
epoch time: 8.5110702515s, input_fired_time: 0.1991259009, output_fired_time: 0.0000000000, propagate_forward_time: 7.7762317657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357122421
validation[          , genome  7140] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       880.70221, best error:       880.70221 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 105.1169052124s, input_fired_time: 1.7754538059, output_fired_time: 1.5669453144, propagate_forward_time: 38.2594108582, propagate_backward_time: 60.3230247498, weight_update_time: 0.1335648000, other_time: 3.1920700073
epoch time: 9.4336557388s, input_fired_time: 0.2657089531, output_fired_time: 0.0000000000, propagate_forward_time: 8.6255655289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423812866
validation[          , genome  7140] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:       939.59894, best error:       880.70221 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 110.2649002075s, input_fired_time: 1.7557613850, output_fired_time: 1.6484590769, propagate_forward_time: 40.3552780151, propagate_backward_time: 63.2744216919, weight_update_time: 0.1361892968, other_time: 3.2309799194
epoch time: 9.0172529221s, input_fired_time: 0.2246080786, output_fired_time: 0.0000000000, propagate_forward_time: 8.2086687088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839757919
validation[          , genome  7140] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       905.77338, best error:       880.70221 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.3594818115s, input_fired_time: 1.9439153671, output_fired_time: 1.5875681639, propagate_forward_time: 39.7640686035, propagate_backward_time: 62.7683677673, weight_update_time: 0.1352831274, other_time: 3.2955589294
epoch time: 8.9576063156s, input_fired_time: 0.2041159421, output_fired_time: 0.0000000000, propagate_forward_time: 8.0701665878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6833238602
validation[          , genome  7140] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       923.26849, best error:       880.70221 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 188.8395843506s, input_fired_time: 2.9514262676, output_fired_time: 2.9575698376, propagate_forward_time: 70.3348846436, propagate_backward_time: 107.9993057251, weight_update_time: 0.2070814669, other_time: 4.5963973999
epoch time: 27.9725589752s, input_fired_time: 1.1483476162, output_fired_time: 0.0000000000, propagate_forward_time: 25.0393238068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7848873138
validation[          , genome  7140] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:       987.54633, best error:       880.70221 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 237.1225128174s, input_fired_time: 4.5533981323, output_fired_time: 4.4160947800, propagate_forward_time: 88.7547607422, propagate_backward_time: 133.6847991943, weight_update_time: 0.2918545604, other_time: 5.7134704590
epoch time: 19.6245594025s, input_fired_time: 0.3154161572, output_fired_time: 0.0000000000, propagate_forward_time: 17.8802318573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4289112091
validation[          , genome  7140] predictions:    9544/  10000 (95.44%), best:    9753/10000 (97.53%), error:      1483.73328, best error:       880.70221 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 207.8835449219s, input_fired_time: 3.7827935219, output_fired_time: 3.0717606544, propagate_forward_time: 74.9860458374, propagate_backward_time: 119.0727844238, weight_update_time: 0.1509150863, other_time: 6.9701614380
epoch time: 16.6828441620s, input_fired_time: 0.3025270700, output_fired_time: 0.0000000000, propagate_forward_time: 15.5140161514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8663015366
validation[          , genome  7140] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       931.23053, best error:       880.70221 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 211.9561614990s, input_fired_time: 2.6036033630, output_fired_time: 3.8215801716, propagate_forward_time: 78.4622879028, propagate_backward_time: 120.6252593994, weight_update_time: 0.2294488400, other_time: 6.4434280396
epoch time: 15.8128995895s, input_fired_time: 0.3801048696, output_fired_time: 0.0000000000, propagate_forward_time: 14.5980567932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8347377777
validation[          , genome  7140] predictions:    9689/  10000 (96.89%), best:    9753/10000 (97.53%), error:       980.60034, best error:       880.70221 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 211.7272186279s, input_fired_time: 2.3630714417, output_fired_time: 4.2124314308, propagate_forward_time: 77.0827941895, propagate_backward_time: 120.8357315063, weight_update_time: 0.3079863787, other_time: 7.2331924438
epoch time: 17.5334434509s, input_fired_time: 0.2876996994, output_fired_time: 0.0000000000, propagate_forward_time: 16.3187217712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9270210266
validation[          , genome  7140] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       860.52356, best error:       860.52356 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 210.6952056885s, input_fired_time: 3.0173447132, output_fired_time: 2.5538041592, propagate_forward_time: 76.8929138184, propagate_backward_time: 123.6280212402, weight_update_time: 0.1976828873, other_time: 4.6031188965
epoch time: 18.3132953644s, input_fired_time: 0.2876187563, output_fired_time: 0.0000000000, propagate_forward_time: 16.9119834900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1136932373
validation[          , genome  7140] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       880.97449, best error:       860.52356 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 181.7503814697s, input_fired_time: 3.6948273182, output_fired_time: 2.6365439892, propagate_forward_time: 66.1687240601, propagate_backward_time: 103.8928375244, weight_update_time: 0.1513400674, other_time: 5.3574447632
epoch time: 14.6885156631s, input_fired_time: 0.2831285298, output_fired_time: 0.0000000000, propagate_forward_time: 13.6965618134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088251114
validation[          , genome  7140] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       928.97913, best error:       860.52356 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 177.9743499756s, input_fired_time: 2.0359852314, output_fired_time: 2.4313364029, propagate_forward_time: 65.7295227051, propagate_backward_time: 102.6218185425, weight_update_time: 0.1977694035, other_time: 5.1556930542
epoch time: 14.6493778229s, input_fired_time: 0.2411617488, output_fired_time: 0.0000000000, propagate_forward_time: 13.7933378220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148786545
validation[          , genome  7140] predictions:    9744/  10000 (97.44%), best:    9755/10000 (97.55%), error:       896.76520, best error:       860.52356 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 174.2675781250s, input_fired_time: 2.0347838402, output_fired_time: 3.2725806236, propagate_forward_time: 66.9174194336, propagate_backward_time: 98.0028839111, weight_update_time: 0.1512909681, other_time: 4.0399017334
epoch time: 13.9724826813s, input_fired_time: 0.2367912829, output_fired_time: 0.0000000000, propagate_forward_time: 12.5263061523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2093849182
validation[          , genome  7140] predictions:    9680/  10000 (96.80%), best:    9755/10000 (97.55%), error:      1035.16785, best error:       860.52356 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.1757354736s, input_fired_time: 3.5345616341, output_fired_time: 2.5053331852, propagate_forward_time: 58.8849372864, propagate_backward_time: 94.3245468140, weight_update_time: 0.1466501951, other_time: 4.9263534546
epoch time: 9.3230381012s, input_fired_time: 0.2277942449, output_fired_time: 0.0000000000, propagate_forward_time: 8.4525842667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426591873
validation[          , genome  7140] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       876.16321, best error:       860.52356 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 110.6362075806s, input_fired_time: 1.7939960957, output_fired_time: 1.7553092241, propagate_forward_time: 40.5643119812, propagate_backward_time: 63.3425750732, weight_update_time: 0.1368170977, other_time: 3.1800079346
epoch time: 9.1037750244s, input_fired_time: 0.2560923398, output_fired_time: 0.0000000000, propagate_forward_time: 8.2644214630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832614899
validation[          , genome  7140] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       990.27618, best error:       860.52356 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.8017501831s, input_fired_time: 1.8294665813, output_fired_time: 1.5799825191, propagate_forward_time: 40.0716896057, propagate_backward_time: 63.1603279114, weight_update_time: 0.1350373030, other_time: 3.1602897644
epoch time: 8.6858024597s, input_fired_time: 0.2288755924, output_fired_time: 0.0000000000, propagate_forward_time: 7.9048328400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520944595
validation[          , genome  7140] predictions:    9704/  10000 (97.04%), best:    9755/10000 (97.55%), error:      1025.13770, best error:       860.52356 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 108.7603607178s, input_fired_time: 1.7974143028, output_fired_time: 1.6095324755, propagate_forward_time: 39.7782745361, propagate_backward_time: 62.4018363953, weight_update_time: 0.1373239458, other_time: 3.1732978821
epoch time: 8.1327896118s, input_fired_time: 0.2028261721, output_fired_time: 0.0000000000, propagate_forward_time: 7.3965129852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334506035
validation[          , genome  7140] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       908.81635, best error:       860.52356 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 106.0193023682s, input_fired_time: 1.7993117571, output_fired_time: 1.6614902020, propagate_forward_time: 38.5201148987, propagate_backward_time: 60.9217910767, weight_update_time: 0.1337332875, other_time: 3.1166000366
epoch time: 8.3574562073s, input_fired_time: 0.2143653035, output_fired_time: 0.0000000000, propagate_forward_time: 7.5877976418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552935600
validation[          , genome  7140] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       796.21350, best error:       796.21350 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.3993606567s, input_fired_time: 1.7599906921, output_fired_time: 1.5900827646, propagate_forward_time: 40.2317352295, propagate_backward_time: 62.6997909546, weight_update_time: 0.1363265514, other_time: 3.1177673340
epoch time: 7.9536223412s, input_fired_time: 0.2058675736, output_fired_time: 0.0000000000, propagate_forward_time: 7.2111167908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366377831
validation[          , genome  7140] predictions:    9447/  10000 (94.47%), best:    9767/10000 (97.67%), error:      1782.84497, best error:       796.21350 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.7335968018s, input_fired_time: 1.7787703276, output_fired_time: 1.6198594570, propagate_forward_time: 39.7860565186, propagate_backward_time: 62.4357414246, weight_update_time: 0.1381108761, other_time: 3.1131706238
epoch time: 8.7753124237s, input_fired_time: 0.2211330980, output_fired_time: 0.0000000000, propagate_forward_time: 7.9828839302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5712952614
validation[          , genome  7140] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       802.92938, best error:       796.21350 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 109.5596389771s, input_fired_time: 1.8093756437, output_fired_time: 1.6986773014, propagate_forward_time: 40.2014160156, propagate_backward_time: 62.6841926575, weight_update_time: 0.1690630168, other_time: 3.1659812927
epoch time: 9.9576349258s, input_fired_time: 0.2863523960, output_fired_time: 0.0000000000, propagate_forward_time: 8.9890899658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821928024
validation[          , genome  7140] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       893.30206, best error:       796.21350 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.5615386963s, input_fired_time: 1.7873806953, output_fired_time: 1.6318023205, propagate_forward_time: 39.6813430786, propagate_backward_time: 62.2880058289, weight_update_time: 0.1372169405, other_time: 3.1730003357
epoch time: 9.1551542282s, input_fired_time: 0.2537899613, output_fired_time: 0.0000000000, propagate_forward_time: 8.2721271515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292371750
validation[          , genome  7140] predictions:    9577/  10000 (95.77%), best:    9767/10000 (97.67%), error:      1240.78394, best error:       796.21350 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.1446533203s, input_fired_time: 1.7815012932, output_fired_time: 1.6516482830, propagate_forward_time: 39.7604408264, propagate_backward_time: 62.7889442444, weight_update_time: 0.1332171410, other_time: 3.1621208191
epoch time: 7.9873480797s, input_fired_time: 0.2054548413, output_fired_time: 0.0000000000, propagate_forward_time: 7.2425513268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393419266
validation[          , genome  7140] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       916.20947, best error:       796.21350 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.4728240967s, input_fired_time: 1.7892128229, output_fired_time: 1.6404248476, propagate_forward_time: 40.4386100769, propagate_backward_time: 63.3793067932, weight_update_time: 0.1395327300, other_time: 3.2252616882
epoch time: 9.1216001511s, input_fired_time: 0.2256105542, output_fired_time: 0.0000000000, propagate_forward_time: 8.3216772079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743122101
validation[          , genome  7140] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       898.32727, best error:       796.21350 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 111.1564636230s, input_fired_time: 1.8152769804, output_fired_time: 1.6887257099, propagate_forward_time: 40.7297859192, propagate_backward_time: 63.6820831299, weight_update_time: 0.1385880858, other_time: 3.2405853271
epoch time: 9.9376955032s, input_fired_time: 0.2355998456, output_fired_time: 0.0000000000, propagate_forward_time: 9.0867424011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153535843
validation[          , genome  7140] predictions:    9597/  10000 (95.97%), best:    9767/10000 (97.67%), error:      1356.39587, best error:       796.21350 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 124.1404037476s, input_fired_time: 1.9240921736, output_fired_time: 1.7440084219, propagate_forward_time: 45.5250816345, propagate_backward_time: 71.1635665894, weight_update_time: 0.1432822049, other_time: 3.7836532593
epoch time: 9.6187171936s, input_fired_time: 0.2374209911, output_fired_time: 0.0000000000, propagate_forward_time: 8.7774715424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038246155
validation[          , genome  7140] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       862.64392, best error:       796.21350 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.7537765503s, input_fired_time: 2.0630092621, output_fired_time: 1.8615832329, propagate_forward_time: 45.2103042603, propagate_backward_time: 71.0947875977, weight_update_time: 0.1398245990, other_time: 3.5240936279
epoch time: 10.1075134277s, input_fired_time: 0.2267994881, output_fired_time: 0.0000000000, propagate_forward_time: 9.2503347397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303796768
validation[          , genome  7140] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       923.38373, best error:       796.21350 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 115.2497940063s, input_fired_time: 1.8202821016, output_fired_time: 1.7475554943, propagate_forward_time: 42.4198074341, propagate_backward_time: 65.9711227417, weight_update_time: 0.1438074559, other_time: 3.2910232544
epoch time: 10.4851369858s, input_fired_time: 0.2290420383, output_fired_time: 0.0000000000, propagate_forward_time: 9.6533069611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027879715
validation[          , genome  7140] predictions:    9598/  10000 (95.98%), best:    9767/10000 (97.67%), error:      1341.26294, best error:       796.21350 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 113.6754989624s, input_fired_time: 1.8657523394, output_fired_time: 1.6597253084, propagate_forward_time: 41.6405258179, propagate_backward_time: 65.3283386230, weight_update_time: 0.1414317936, other_time: 3.1811523438
epoch time: 9.2716188431s, input_fired_time: 0.2624110878, output_fired_time: 0.0000000000, propagate_forward_time: 8.4397535324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694541931
validation[          , genome  7140] predictions:    9577/  10000 (95.77%), best:    9767/10000 (97.67%), error:      1343.19385, best error:       796.21350 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 110.5825576782s, input_fired_time: 1.7950495481, output_fired_time: 1.6601390839, propagate_forward_time: 40.5278129578, propagate_backward_time: 63.4490165710, weight_update_time: 0.1399459392, other_time: 3.1505317688
epoch time: 8.0611629486s, input_fired_time: 0.2031585127, output_fired_time: 0.0000000000, propagate_forward_time: 7.3162026405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418019295
validation[          , genome  7140] predictions:    9612/  10000 (96.12%), best:    9767/10000 (97.67%), error:      1322.19849, best error:       796.21350 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.6991729736s, input_fired_time: 1.8741959333, output_fired_time: 1.7673035860, propagate_forward_time: 41.4345664978, propagate_backward_time: 65.2092132568, weight_update_time: 0.1378651112, other_time: 3.4138946533
epoch time: 9.3770570755s, input_fired_time: 0.2340198308, output_fired_time: 0.0000000000, propagate_forward_time: 8.5417909622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012458801
validation[          , genome  7140] predictions:    9644/  10000 (96.44%), best:    9767/10000 (97.67%), error:      1193.22253, best error:       796.21350 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 115.6184692383s, input_fired_time: 1.8205257654, output_fired_time: 1.7950826883, propagate_forward_time: 42.6343460083, propagate_backward_time: 66.0075836182, weight_update_time: 0.1426523924, other_time: 3.3609313965
epoch time: 8.4759149551s, input_fired_time: 0.2726702392, output_fired_time: 0.0000000000, propagate_forward_time: 7.6490778923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541672707
validation[          , genome  7140] predictions:    9656/  10000 (96.56%), best:    9767/10000 (97.67%), error:      1126.70862, best error:       796.21350 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 114.0484161377s, input_fired_time: 1.8024718761, output_fired_time: 1.6592700481, propagate_forward_time: 41.8812980652, propagate_backward_time: 65.3154067993, weight_update_time: 0.1415361762, other_time: 3.3899612427
epoch time: 8.8172426224s, input_fired_time: 0.2192406803, output_fired_time: 0.0000000000, propagate_forward_time: 8.0290288925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689725876
validation[          , genome  7140] predictions:    9654/  10000 (96.54%), best:    9767/10000 (97.67%), error:      1175.73804, best error:       796.21350 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 117.1907882690s, input_fired_time: 1.9894239902, output_fired_time: 1.7654620409, propagate_forward_time: 42.9641189575, propagate_backward_time: 67.0453491211, weight_update_time: 0.2032376677, other_time: 3.4264297485
epoch time: 9.1275186539s, input_fired_time: 0.2310414761, output_fired_time: 0.0000000000, propagate_forward_time: 8.3020772934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943994522
validation[          , genome  7140] predictions:    9654/  10000 (96.54%), best:    9767/10000 (97.67%), error:      1174.21326, best error:       796.21350 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 116.9148483276s, input_fired_time: 1.9502381086, output_fired_time: 1.8708516359, propagate_forward_time: 42.6119956970, propagate_backward_time: 67.1561126709, weight_update_time: 0.1369051337, other_time: 3.3256530762
epoch time: 8.7156209946s, input_fired_time: 0.2181762457, output_fired_time: 0.0000000000, propagate_forward_time: 7.9249596596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724854469
validation[          , genome  7140] predictions:    9618/  10000 (96.18%), best:    9767/10000 (97.67%), error:      1239.19836, best error:       796.21350 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.3464508057s, input_fired_time: 1.8644412756, output_fired_time: 1.7822048664, propagate_forward_time: 40.7592773438, propagate_backward_time: 63.7740287781, weight_update_time: 0.1407078505, other_time: 3.1665000916
epoch time: 10.4717969894s, input_fired_time: 0.2649327219, output_fired_time: 0.0000000000, propagate_forward_time: 9.4920635223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7148008347
validation[          , genome  7140] predictions:    9634/  10000 (96.34%), best:    9767/10000 (97.67%), error:      1228.52551, best error:       796.21350 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 109.1618652344s, input_fired_time: 1.8242349625, output_fired_time: 1.6208772659, propagate_forward_time: 39.8129806519, propagate_backward_time: 62.7169532776, weight_update_time: 0.1381687671, other_time: 3.1868171692
epoch time: 9.5603790283s, input_fired_time: 0.2366694659, output_fired_time: 0.0000000000, propagate_forward_time: 8.7207078934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030015945
validation[          , genome  7140] predictions:    9635/  10000 (96.35%), best:    9767/10000 (97.67%), error:      1193.37048, best error:       796.21350 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.6097793579s, input_fired_time: 1.9317033291, output_fired_time: 1.7668399811, propagate_forward_time: 44.0712280273, propagate_backward_time: 68.3843688965, weight_update_time: 0.1911499649, other_time: 3.4556427002
epoch time: 9.4341230392s, input_fired_time: 0.2214258909, output_fired_time: 0.0000000000, propagate_forward_time: 8.6383924484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743045807
validation[          , genome  7140] predictions:    9640/  10000 (96.40%), best:    9767/10000 (97.67%), error:      1223.06567, best error:       796.21350 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 112.2682418823s, input_fired_time: 1.8338179588, output_fired_time: 1.7109858990, propagate_forward_time: 41.1841049194, propagate_backward_time: 64.2366561890, weight_update_time: 0.1390309632, other_time: 3.3026809692
epoch time: 8.9216852188s, input_fired_time: 0.2106450945, output_fired_time: 0.0000000000, propagate_forward_time: 8.1610965729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499439240
validation[          , genome  7140] predictions:    9678/  10000 (96.78%), best:    9767/10000 (97.67%), error:      1108.62231, best error:       796.21350 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.9167327881s, input_fired_time: 1.7996059656, output_fired_time: 1.6469792128, propagate_forward_time: 40.7633857727, propagate_backward_time: 63.5503501892, weight_update_time: 0.1398794055, other_time: 3.1564064026
epoch time: 9.7907295227s, input_fired_time: 0.2328816354, output_fired_time: 0.0000000000, propagate_forward_time: 8.9565324783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013154984
validation[          , genome  7140] predictions:    9662/  10000 (96.62%), best:    9767/10000 (97.67%), error:      1155.98474, best error:       796.21350 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 115.7892608643s, input_fired_time: 2.1609926224, output_fired_time: 1.9499410391, propagate_forward_time: 42.2776985168, propagate_backward_time: 66.1582031250, weight_update_time: 0.1408066154, other_time: 3.2424163818
epoch time: 9.5313282013s, input_fired_time: 0.2301121056, output_fired_time: 0.0000000000, propagate_forward_time: 8.7078113556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934047699
validation[          , genome  7140] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:      1045.92102, best error:       796.21350 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 160.9429168701s, input_fired_time: 2.8410940170, output_fired_time: 2.4244177341, propagate_forward_time: 58.6276741028, propagate_backward_time: 92.0513381958, weight_update_time: 0.4134490490, other_time: 4.9983901978
epoch time: 15.3557662964s, input_fired_time: 0.4895218611, output_fired_time: 0.0000000000, propagate_forward_time: 13.9262733459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9399709702
validation[          , genome  7140] predictions:    9648/  10000 (96.48%), best:    9767/10000 (97.67%), error:      1148.28210, best error:       796.21350 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 189.4931945801s, input_fired_time: 2.6656184196, output_fired_time: 3.0708522797, propagate_forward_time: 69.5989227295, propagate_backward_time: 107.8971557617, weight_update_time: 0.4022956789, other_time: 6.2606506348
epoch time: 13.9412012100s, input_fired_time: 0.5837211013, output_fired_time: 0.0000000000, propagate_forward_time: 12.2426290512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1148509979
validation[          , genome  7140] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:      1055.35522, best error:       796.21350 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 192.1326904297s, input_fired_time: 3.0723583698, output_fired_time: 2.3648700714, propagate_forward_time: 71.9133453369, propagate_backward_time: 109.8267822266, weight_update_time: 0.2447858602, other_time: 4.9553375244
epoch time: 13.9014501572s, input_fired_time: 0.3320133388, output_fired_time: 0.0000000000, propagate_forward_time: 12.9554214478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140155792
validation[          , genome  7140] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1055.95898, best error:       796.21350 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 223.0541534424s, input_fired_time: 3.5590829849, output_fired_time: 4.6143431664, propagate_forward_time: 77.8822097778, propagate_backward_time: 130.2454071045, weight_update_time: 0.3546415269, other_time: 6.7530975342
epoch time: 22.1354312897s, input_fired_time: 0.5834041238, output_fired_time: 0.0000000000, propagate_forward_time: 20.2180824280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3339443207
validation[          , genome  7140] predictions:    9703/  10000 (97.03%), best:    9767/10000 (97.67%), error:      1017.94836, best error:       796.21350 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 237.8091125488s, input_fired_time: 3.3474597931, output_fired_time: 2.7440090179, propagate_forward_time: 89.1432037354, propagate_backward_time: 136.2711181641, weight_update_time: 0.1506027728, other_time: 6.3033294678
epoch time: 18.7234878540s, input_fired_time: 0.2388162017, output_fired_time: 0.0000000000, propagate_forward_time: 16.9469318390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5377407074
validation[          , genome  7140] predictions:    9665/  10000 (96.65%), best:    9767/10000 (97.67%), error:      1131.13928, best error:       796.21350 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 134.9845886230s, input_fired_time: 2.3743257523, output_fired_time: 1.6155909300, propagate_forward_time: 50.8991317749, propagate_backward_time: 76.1986541748, weight_update_time: 0.1381277740, other_time: 3.8968887329
epoch time: 8.5407190323s, input_fired_time: 0.3014839888, output_fired_time: 0.0000000000, propagate_forward_time: 7.6910610199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481739044
validation[          , genome  7140] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:      1062.05542, best error:       796.21350 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.8589477539s, input_fired_time: 1.7234764099, output_fired_time: 1.5399684906, propagate_forward_time: 39.1797218323, propagate_backward_time: 61.3993873596, weight_update_time: 0.1322888732, other_time: 3.0163841248
epoch time: 8.7187986374s, input_fired_time: 0.2167164981, output_fired_time: 0.0000000000, propagate_forward_time: 7.9296712875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724105835
validation[          , genome  7140] predictions:    9637/  10000 (96.37%), best:    9767/10000 (97.67%), error:      1232.72314, best error:       796.21350 on epoch:    40, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 112.3220977783s, input_fired_time: 1.7834827900, output_fired_time: 1.6290111542, propagate_forward_time: 41.3129463196, propagate_backward_time: 64.0843658447, weight_update_time: 0.1386833191, other_time: 3.5122833252
epoch time: 9.1300754547s, input_fired_time: 0.2141374648, output_fired_time: 0.0000000000, propagate_forward_time: 8.3598785400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5560598373
validation[          , genome  7140] predictions:    9705/  10000 (97.05%), best:    9767/10000 (97.67%), error:      1032.27612, best error:       796.21350 on epoch:    40, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 114.6333236694s, input_fired_time: 2.0478439331, output_fired_time: 1.7777297497, propagate_forward_time: 41.7345657349, propagate_backward_time: 65.6827926636, weight_update_time: 0.1398962587, other_time: 3.3903884888
epoch time: 10.1416196823s, input_fired_time: 0.2162157297, output_fired_time: 0.0000000000, propagate_forward_time: 9.2528057098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725978851
validation[          , genome  7140] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1066.19714, best error:       796.21350 on epoch:    40, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 115.2297973633s, input_fired_time: 1.8949809074, output_fired_time: 1.7505786419, propagate_forward_time: 42.1953392029, propagate_backward_time: 65.9045639038, weight_update_time: 0.1390734762, other_time: 3.4843368530
epoch time: 8.9583530426s, input_fired_time: 0.2263069153, output_fired_time: 0.0000000000, propagate_forward_time: 8.1483974457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836486816
validation[          , genome  7140] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:      1007.87885, best error:       796.21350 on epoch:    40, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 109.7155380249s, input_fired_time: 1.7656089067, output_fired_time: 1.7283695936, propagate_forward_time: 40.2461891174, propagate_backward_time: 62.8887290955, weight_update_time: 0.1369425207, other_time: 3.0866432190
epoch time: 11.6849412918s, input_fired_time: 0.2119373679, output_fired_time: 0.0000000000, propagate_forward_time: 10.9199113846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530929565
validation[          , genome  7140] predictions:    9696/  10000 (96.96%), best:    9767/10000 (97.67%), error:      1059.83289, best error:       796.21350 on epoch:    40, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 112.7420730591s, input_fired_time: 1.7984989882, output_fired_time: 1.6453114748, propagate_forward_time: 41.3737564087, propagate_backward_time: 64.6742324829, weight_update_time: 0.1400647163, other_time: 3.2502746582
epoch time: 9.0847806931s, input_fired_time: 0.2207008898, output_fired_time: 0.0000000000, propagate_forward_time: 8.0809078217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7831716537
validation[          , genome  7140] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1099.38818, best error:       796.21350 on epoch:    40, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 113.4361267090s, input_fired_time: 1.7970470190, output_fired_time: 1.6388523579, propagate_forward_time: 41.5458755493, propagate_backward_time: 65.2007980347, weight_update_time: 0.1395383924, other_time: 3.2535476685
epoch time: 8.4705467224s, input_fired_time: 0.3495277762, output_fired_time: 0.0000000000, propagate_forward_time: 7.5770521164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439672470
validation[          , genome  7140] predictions:    9683/  10000 (96.83%), best:    9767/10000 (97.67%), error:      1043.74329, best error:       796.21350 on epoch:    40, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 112.1227035522s, input_fired_time: 1.7865005732, output_fired_time: 1.6313165426, propagate_forward_time: 41.0653190613, propagate_backward_time: 64.4478683472, weight_update_time: 0.1392163485, other_time: 3.1917037964
epoch time: 9.5701217651s, input_fired_time: 0.2261978090, output_fired_time: 0.0000000000, propagate_forward_time: 8.6012668610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426567078
validation[          , genome  7140] predictions:    9663/  10000 (96.63%), best:    9767/10000 (97.67%), error:      1170.68213, best error:       796.21350 on epoch:    40, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 110.2012863159s, input_fired_time: 2.0895383358, output_fired_time: 1.6534785032, propagate_forward_time: 40.1421508789, propagate_backward_time: 63.1091003418, weight_update_time: 0.1366362870, other_time: 3.2070159912
epoch time: 8.2898387909s, input_fired_time: 0.2108084559, output_fired_time: 0.0000000000, propagate_forward_time: 7.5273118019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517182350
validation[          , genome  7140] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:      1040.96338, best error:       796.21350 on epoch:    40, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 112.1617813110s, input_fired_time: 1.8008590937, output_fired_time: 1.6519514322, propagate_forward_time: 41.0272789001, propagate_backward_time: 64.5180816650, weight_update_time: 0.1401568502, other_time: 3.1636047363
epoch time: 9.7735662460s, input_fired_time: 0.2210828811, output_fired_time: 0.0000000000, propagate_forward_time: 8.9779024124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745811462
validation[          , genome  7140] predictions:    9675/  10000 (96.75%), best:    9767/10000 (97.67%), error:      1071.93518, best error:       796.21350 on epoch:    40, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.9847183228s, input_fired_time: 1.9493269920, output_fired_time: 1.6643100977, propagate_forward_time: 41.2818603516, propagate_backward_time: 64.9143905640, weight_update_time: 0.1410666406, other_time: 3.1748352051
epoch time: 9.8915796280s, input_fired_time: 0.2171936929, output_fired_time: 0.0000000000, propagate_forward_time: 9.1132202148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611658096
validation[          , genome  7140] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:      1040.93359, best error:       796.21350 on epoch:    40, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.9781875610s, input_fired_time: 1.7884072065, output_fired_time: 1.6360321045, propagate_forward_time: 42.2484588623, propagate_backward_time: 65.9574127197, weight_update_time: 0.1389193684, other_time: 3.3478775024
epoch time: 10.2356491089s, input_fired_time: 0.2194460481, output_fired_time: 0.0000000000, propagate_forward_time: 9.4352273941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5809755325
validation[          , genome  7140] predictions:    9666/  10000 (96.66%), best:    9767/10000 (97.67%), error:      1183.61279, best error:       796.21350 on epoch:    40, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 113.1881332397s, input_fired_time: 1.8349938393, output_fired_time: 1.7004994154, propagate_forward_time: 41.5242462158, propagate_backward_time: 64.8897476196, weight_update_time: 0.1442610770, other_time: 3.2386474609
epoch time: 11.1753683090s, input_fired_time: 0.2274190187, output_fired_time: 0.0000000000, propagate_forward_time: 10.3657131195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822362900
validation[          , genome  7140] predictions:    9702/  10000 (97.02%), best:    9767/10000 (97.67%), error:      1038.88611, best error:       796.21350 on epoch:    40, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 115.5735855103s, input_fired_time: 1.8056631088, output_fired_time: 1.6528106928, propagate_forward_time: 42.4328613281, propagate_backward_time: 66.2810745239, weight_update_time: 0.1401962638, other_time: 3.4011764526
epoch time: 10.8833675385s, input_fired_time: 0.2952108979, output_fired_time: 0.0000000000, propagate_forward_time: 9.5597562790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0284004211
validation[          , genome  7140] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:      1013.33313, best error:       796.21350 on epoch:    40, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 118.7378997803s, input_fired_time: 1.9189947844, output_fired_time: 1.6377902031, propagate_forward_time: 43.6849250793, propagate_backward_time: 68.0492401123, weight_update_time: 0.1383151859, other_time: 3.4469604492
epoch time: 9.2010354996s, input_fired_time: 0.2293497622, output_fired_time: 0.0000000000, propagate_forward_time: 8.3773145676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943708420
validation[          , genome  7140] predictions:    9678/  10000 (96.78%), best:    9767/10000 (97.67%), error:      1067.36975, best error:       796.21350 on epoch:    40, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 117.5860137939s, input_fired_time: 1.8107886314, output_fired_time: 1.8388482332, propagate_forward_time: 43.1235733032, propagate_backward_time: 67.0799942017, weight_update_time: 0.2510281503, other_time: 3.7328033447
epoch time: 8.1729660034s, input_fired_time: 0.2102497816, output_fired_time: 0.0000000000, propagate_forward_time: 7.4174971581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452189445
validation[          , genome  7140] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:      1021.84314, best error:       796.21350 on epoch:    40, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.4598464966s, input_fired_time: 1.7946162224, output_fired_time: 1.6469997168, propagate_forward_time: 42.5389633179, propagate_backward_time: 66.1633605957, weight_update_time: 0.1398056895, other_time: 3.3159027100
epoch time: 9.3003673553s, input_fired_time: 0.2184030563, output_fired_time: 0.0000000000, propagate_forward_time: 8.5136165619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683479309
validation[          , genome  7140] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1084.58521, best error:       796.21350 on epoch:    40, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 116.0669631958s, input_fired_time: 1.9648734331, output_fired_time: 1.6844669580, propagate_forward_time: 42.4821548462, propagate_backward_time: 66.5949783325, weight_update_time: 0.1431096196, other_time: 3.3404922485
epoch time: 10.0608720779s, input_fired_time: 0.2030571550, output_fired_time: 0.0000000000, propagate_forward_time: 9.3170804977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407342911
validation[          , genome  7140] predictions:    9689/  10000 (96.89%), best:    9767/10000 (97.67%), error:      1087.24707, best error:       796.21350 on epoch:    40, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 180.3833923340s, input_fired_time: 2.5965051651, output_fired_time: 2.6178939342, propagate_forward_time: 68.0442199707, propagate_backward_time: 102.5790786743, weight_update_time: 0.1479229331, other_time: 4.5456924438
epoch time: 19.0736999512s, input_fired_time: 0.4908970594, output_fired_time: 0.0000000000, propagate_forward_time: 16.9990997314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5837039948
validation[          , genome  7140] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:      1008.50305, best error:       796.21350 on epoch:    40, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 223.0222167969s, input_fired_time: 3.5119271278, output_fired_time: 3.8420031071, propagate_forward_time: 81.9122314453, propagate_backward_time: 126.6711654663, weight_update_time: 0.4009232819, other_time: 7.0848770142
epoch time: 14.5163011551s, input_fired_time: 0.4894388020, output_fired_time: 0.0000000000, propagate_forward_time: 13.4127616882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141004562
validation[          , genome  7140] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:      1010.10724, best error:       796.21350 on epoch:    40, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 206.2381439209s, input_fired_time: 3.5562653542, output_fired_time: 3.5377051830, propagate_forward_time: 73.6638259888, propagate_backward_time: 119.1325836182, weight_update_time: 0.1508905143, other_time: 6.3477706909
epoch time: 16.9213981628s, input_fired_time: 0.2411361337, output_fired_time: 0.0000000000, propagate_forward_time: 15.3302240372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3500375748
validation[          , genome  7140] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:      1025.84302, best error:       796.21350 on epoch:    40, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 204.6379547119s, input_fired_time: 3.4326422215, output_fired_time: 2.9381852150, propagate_forward_time: 77.9982528687, propagate_backward_time: 115.2306365967, weight_update_time: 0.1508798003, other_time: 5.0382308960
epoch time: 16.0301837921s, input_fired_time: 0.5021555424, output_fired_time: 0.0000000000, propagate_forward_time: 14.9152898788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6127386093
validation[          , genome  7140] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1104.73059, best error:       796.21350 on epoch:    40, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 191.3994445801s, input_fired_time: 3.7335612774, output_fired_time: 2.4575932026, propagate_forward_time: 68.7090759277, propagate_backward_time: 111.1703186035, weight_update_time: 0.2911456525, other_time: 5.3288879395
epoch time: 15.7443799973s, input_fired_time: 0.2396969497, output_fired_time: 0.0000000000, propagate_forward_time: 14.2496099472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2550735474
validation[          , genome  7140] predictions:    9700/  10000 (97.00%), best:    9767/10000 (97.67%), error:      1023.53381, best error:       796.21350 on epoch:    40, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 189.2811126709s, input_fired_time: 2.2455103397, output_fired_time: 2.6435136795, propagate_forward_time: 68.1751480103, propagate_backward_time: 109.9747314453, weight_update_time: 0.1512422860, other_time: 6.2422103882
epoch time: 16.7955493927s, input_fired_time: 0.6012921929, output_fired_time: 0.0000000000, propagate_forward_time: 15.2829685211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9112892151
validation[          , genome  7140] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:      1019.30231, best error:       796.21350 on epoch:    40, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 187.4784240723s, input_fired_time: 2.9631726742, output_fired_time: 2.6169021130, propagate_forward_time: 69.2918853760, propagate_backward_time: 107.8909759521, weight_update_time: 0.1510518193, other_time: 4.7154998779
epoch time: 15.7674818039s, input_fired_time: 0.2423670143, output_fired_time: 0.0000000000, propagate_forward_time: 14.3001146317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2250003815
validation[          , genome  7140] predictions:    9690/  10000 (96.90%), best:    9767/10000 (97.67%), error:      1060.47400, best error:       796.21350 on epoch:    40, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 186.6279907227s, input_fired_time: 3.1316721439, output_fired_time: 3.0209574699, propagate_forward_time: 69.8374557495, propagate_backward_time: 105.1918182373, weight_update_time: 0.1509555578, other_time: 5.4460983276
epoch time: 18.7794170380s, input_fired_time: 0.3507426381, output_fired_time: 0.0000000000, propagate_forward_time: 16.7823009491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6463737488
validation[          , genome  7140] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:      1074.99023, best error:       796.21350 on epoch:    40, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 201.9371185303s, input_fired_time: 3.2632658482, output_fired_time: 2.4718601704, propagate_forward_time: 73.9879760742, propagate_backward_time: 114.9989852905, weight_update_time: 0.1506493837, other_time: 7.2150344849
epoch time: 13.8651075363s, input_fired_time: 0.2408038378, output_fired_time: 0.0000000000, propagate_forward_time: 13.0091009140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152029037
validation[          , genome  7140] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:      1014.85919, best error:       796.21350 on epoch:    40, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 177.8627014160s, input_fired_time: 2.5290620327, output_fired_time: 2.6492486000, propagate_forward_time: 64.5026016235, propagate_backward_time: 103.1754302979, weight_update_time: 0.1517542899, other_time: 5.0063552856
epoch time: 13.8291311264s, input_fired_time: 0.4878298938, output_fired_time: 0.0000000000, propagate_forward_time: 12.2281484604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1131525040
validation[          , genome  7140] predictions:    9688/  10000 (96.88%), best:    9767/10000 (97.67%), error:      1089.92615, best error:       796.21350 on epoch:    40, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 186.1242675781s, input_fired_time: 2.1497583389, output_fired_time: 3.6388626099, propagate_forward_time: 67.6535568237, propagate_backward_time: 107.3718566895, weight_update_time: 0.1978506446, other_time: 5.3102188110
epoch time: 17.1208801270s, input_fired_time: 0.2400793582, output_fired_time: 0.0000000000, propagate_forward_time: 15.6135520935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2672481537
validation[          , genome  7140] predictions:    9652/  10000 (96.52%), best:    9767/10000 (97.67%), error:      1154.61719, best error:       796.21350 on epoch:    40, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 179.6538848877s, input_fired_time: 2.8582780361, output_fired_time: 1.8820979595, propagate_forward_time: 66.1157684326, propagate_backward_time: 105.0655975342, weight_update_time: 0.1507385224, other_time: 3.7321472168
epoch time: 16.0569515228s, input_fired_time: 0.9583014250, output_fired_time: 0.0000000000, propagate_forward_time: 14.2170686722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8815813065
validation[          , genome  7140] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1068.60437, best error:       796.21350 on epoch:    40, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 175.4364471436s, input_fired_time: 2.3672122955, output_fired_time: 2.6777327061, propagate_forward_time: 65.0374832153, propagate_backward_time: 101.0676956177, weight_update_time: 0.1507727653, other_time: 4.2863159180
epoch time: 14.3724021912s, input_fired_time: 0.9427902102, output_fired_time: 0.0000000000, propagate_forward_time: 12.4232358932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0063762665
validation[          , genome  7140] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:      1022.90253, best error:       796.21350 on epoch:    40, 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: 71.1399078369s, input_fired_time: 1.6581183672, output_fired_time: 0.0000000000, propagate_forward_time: 65.1999206543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2818679810
best training[          , genome  7140] predictions:   49274/  50000 (98.55%), best:    9767/10000 (97.67%), error:      2590.96240, best error:       796.21350 on epoch:    40, 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: 15.1898117065s, input_fired_time: 0.4883388877, output_fired_time: 0.0000000000, propagate_forward_time: 13.4601812363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2412919998
   testing[          , genome  7140] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       774.16028, best error:       796.21350 on epoch:    40, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:15:50 (10188): called boinc_finish(0)

</stderr_txt>
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