Nameexact_genome_1512568488_43_7074_1
Workunit2606660
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:38 UTC
Report deadline16 Dec 2017, 21:41:49 UTC
Received8 Dec 2017, 13:54:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 5 min 9 sec
CPU time4 hours 54 min 22 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.11 MB
Peak swap size158.02 MB
Peak disk usage1.98 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
0000 (96.70%), best:    9700/10000 (97.00%), error:      1076.78796, best error:      1020.60620 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 164.3343200684s, input_fired_time: 1.4296666384, output_fired_time: 1.3303079605, propagate_forward_time: 62.9760055542, propagate_backward_time: 95.2753829956, weight_update_time: 0.2151815146, other_time: 3.3229522705
epoch time: 13.5813951492s, input_fired_time: 0.1726249605, output_fired_time: 0.0000000000, propagate_forward_time: 12.8004207611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083498001
validation[          , genome  7074] predictions:    9685/  10000 (96.85%), best:    9700/10000 (97.00%), error:      1042.53491, best error:      1020.60620 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 163.3325653076s, input_fired_time: 1.3964579105, output_fired_time: 1.3424845934, propagate_forward_time: 62.8000869751, propagate_backward_time: 94.5641021729, weight_update_time: 0.1782653630, other_time: 3.2294387817
epoch time: 13.8284664154s, input_fired_time: 0.1728829890, output_fired_time: 0.0000000000, propagate_forward_time: 13.0682344437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873489380
validation[          , genome  7074] predictions:    9651/  10000 (96.51%), best:    9700/10000 (97.00%), error:      1137.68408, best error:      1020.60620 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 164.6844635010s, input_fired_time: 1.4015166759, output_fired_time: 1.3346208334, propagate_forward_time: 63.4755363464, propagate_backward_time: 95.2064437866, weight_update_time: 0.1787046194, other_time: 3.2663345337
epoch time: 13.3352060318s, input_fired_time: 0.1756114066, output_fired_time: 0.0000000000, propagate_forward_time: 12.5630922318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965023041
validation[          , genome  7074] predictions:    9668/  10000 (96.68%), best:    9700/10000 (97.00%), error:      1117.43713, best error:      1020.60620 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 164.0528717041s, input_fired_time: 1.3910124302, output_fired_time: 1.3318492174, propagate_forward_time: 63.1565437317, propagate_backward_time: 94.9070358276, weight_update_time: 0.1789176315, other_time: 3.2664413452
epoch time: 13.3516492844s, input_fired_time: 0.1727252901, output_fired_time: 0.0000000000, propagate_forward_time: 12.5554199219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235036850
validation[          , genome  7074] predictions:    9692/  10000 (96.92%), best:    9700/10000 (97.00%), error:      1024.30554, best error:      1020.60620 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 163.6759643555s, input_fired_time: 1.3775041103, output_fired_time: 1.3334535360, propagate_forward_time: 62.8833045959, propagate_backward_time: 94.8606872559, weight_update_time: 0.1784010082, other_time: 3.2210235596
epoch time: 13.3158130646s, input_fired_time: 0.1724646538, output_fired_time: 0.0000000000, propagate_forward_time: 12.5608854294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824632645
validation[          , genome  7074] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1014.28247, best error:      1014.28247 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 164.6147003174s, input_fired_time: 1.4011179209, output_fired_time: 1.3337409496, propagate_forward_time: 63.2934761047, propagate_backward_time: 95.3376693726, weight_update_time: 0.1804453880, other_time: 3.2486953735
epoch time: 13.2849149704s, input_fired_time: 0.1733601689, output_fired_time: 0.0000000000, propagate_forward_time: 12.5196428299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919122696
validation[          , genome  7074] predictions:    9682/  10000 (96.82%), best:    9685/10000 (96.85%), error:      1092.95898, best error:      1014.28247 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 162.6356201172s, input_fired_time: 1.3848035336, output_fired_time: 1.3198362589, propagate_forward_time: 62.5424880981, propagate_backward_time: 94.1553192139, weight_update_time: 0.1778003871, other_time: 3.2331771851
epoch time: 13.0859403610s, input_fired_time: 0.1705436558, output_fired_time: 0.0000000000, propagate_forward_time: 12.3403081894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750885010
validation[          , genome  7074] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       963.37714, best error:       963.37714 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 165.0034942627s, input_fired_time: 1.3852597475, output_fired_time: 1.3547340631, propagate_forward_time: 63.3829040527, propagate_backward_time: 95.6357650757, weight_update_time: 0.1822999418, other_time: 3.2448348999
epoch time: 13.3188114166s, input_fired_time: 0.1739505082, output_fired_time: 0.0000000000, propagate_forward_time: 12.5542964935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905647278
validation[          , genome  7074] predictions:    9695/  10000 (96.95%), best:    9708/10000 (97.08%), error:       986.97644, best error:       963.37714 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 163.6542968750s, input_fired_time: 1.4174456596, output_fired_time: 1.3488347530, propagate_forward_time: 62.7943687439, propagate_backward_time: 94.8489532471, weight_update_time: 0.1783646494, other_time: 3.2446899414
epoch time: 13.4763269424s, input_fired_time: 0.1727375537, output_fired_time: 0.0000000000, propagate_forward_time: 12.7146081924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889816284
validation[          , genome  7074] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       957.30591, best error:       957.30591 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 163.2005462646s, input_fired_time: 1.3846665621, output_fired_time: 1.3209128380, propagate_forward_time: 62.5529212952, propagate_backward_time: 94.6651382446, weight_update_time: 0.2063847631, other_time: 3.2769088745
epoch time: 13.1176347733s, input_fired_time: 0.1713510603, output_fired_time: 0.0000000000, propagate_forward_time: 12.3611917496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850915909
validation[          , genome  7074] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1063.52173, best error:       957.30591 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 163.8364410400s, input_fired_time: 1.4363729954, output_fired_time: 1.3266340494, propagate_forward_time: 62.9571838379, propagate_backward_time: 94.8163299561, weight_update_time: 0.1783216447, other_time: 3.2999267578
epoch time: 13.1256332397s, input_fired_time: 0.1715845615, output_fired_time: 0.0000000000, propagate_forward_time: 12.3818101883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722389221
validation[          , genome  7074] predictions:    9703/  10000 (97.03%), best:    9701/10000 (97.01%), error:      1001.58423, best error:       957.30591 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 164.0348510742s, input_fired_time: 1.3951381445, output_fired_time: 1.3490563631, propagate_forward_time: 63.0763931274, propagate_backward_time: 94.9274902344, weight_update_time: 0.1787562966, other_time: 3.2867660522
epoch time: 13.2318515778s, input_fired_time: 0.1719547212, output_fired_time: 0.0000000000, propagate_forward_time: 12.4777784348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5821180344
validation[          , genome  7074] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       891.38513, best error:       891.38513 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 164.7214050293s, input_fired_time: 1.4291741848, output_fired_time: 1.3712635040, propagate_forward_time: 63.0702209473, propagate_backward_time: 95.4723510742, weight_update_time: 0.1779089719, other_time: 3.3784027100
epoch time: 13.3990154266s, input_fired_time: 0.1769676954, output_fired_time: 0.0000000000, propagate_forward_time: 12.6311550140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908927917
validation[          , genome  7074] predictions:    9679/  10000 (96.79%), best:    9728/10000 (97.28%), error:       969.25153, best error:       891.38513 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 164.0207977295s, input_fired_time: 1.3931393623, output_fired_time: 1.3391798735, propagate_forward_time: 63.1640968323, propagate_backward_time: 94.8469085693, weight_update_time: 0.1828830093, other_time: 3.2774810791
epoch time: 13.1110610962s, input_fired_time: 0.1713966578, output_fired_time: 0.0000000000, propagate_forward_time: 12.3594169617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802478790
validation[          , genome  7074] predictions:    9625/  10000 (96.25%), best:    9728/10000 (97.28%), error:      1125.42151, best error:       891.38513 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 161.5027313232s, input_fired_time: 1.3856780529, output_fired_time: 1.3334137201, propagate_forward_time: 62.0899429321, propagate_backward_time: 93.4721679688, weight_update_time: 0.1774025410, other_time: 3.2215194702
epoch time: 13.3300476074s, input_fired_time: 0.1743047833, output_fired_time: 0.0000000000, propagate_forward_time: 12.5692396164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5865030289
validation[          , genome  7074] predictions:    9661/  10000 (96.61%), best:    9728/10000 (97.28%), error:      1127.78650, best error:       891.38513 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 164.1583862305s, input_fired_time: 1.4063479900, output_fired_time: 1.3552662134, propagate_forward_time: 63.0387840271, propagate_backward_time: 95.0808563232, weight_update_time: 0.1784808636, other_time: 3.2771301270
epoch time: 13.4829912186s, input_fired_time: 0.1759247780, output_fired_time: 0.0000000000, propagate_forward_time: 12.7231197357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839462280
validation[          , genome  7074] predictions:    9574/  10000 (95.74%), best:    9728/10000 (97.28%), error:      1470.14734, best error:       891.38513 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 162.8032836914s, input_fired_time: 1.3978923559, output_fired_time: 1.3403052092, propagate_forward_time: 62.4652519226, propagate_backward_time: 94.3461685181, weight_update_time: 0.1784373075, other_time: 3.2536697388
epoch time: 13.3598051071s, input_fired_time: 0.1744435430, output_fired_time: 0.0000000000, propagate_forward_time: 12.5870151520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983467102
validation[          , genome  7074] predictions:    9692/  10000 (96.92%), best:    9728/10000 (97.28%), error:       993.76923, best error:       891.38513 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 162.9159851074s, input_fired_time: 1.3786488771, output_fired_time: 1.3320670128, propagate_forward_time: 62.6512947083, propagate_backward_time: 94.2725906372, weight_update_time: 0.1792140901, other_time: 3.2813949585
epoch time: 13.4334011078s, input_fired_time: 0.1771294624, output_fired_time: 0.0000000000, propagate_forward_time: 12.6661987305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900726318
validation[          , genome  7074] predictions:    9737/  10000 (97.37%), best:    9728/10000 (97.28%), error:       898.70221, best error:       891.38513 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 164.1825866699s, input_fired_time: 1.3932974339, output_fired_time: 1.3582332134, propagate_forward_time: 63.1296157837, propagate_backward_time: 95.0397033691, weight_update_time: 0.1807643771, other_time: 3.2617416382
epoch time: 13.3663082123s, input_fired_time: 0.1894738525, output_fired_time: 0.0000000000, propagate_forward_time: 12.5889301300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5879039764
validation[          , genome  7074] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       884.53894, best error:       884.53894 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 164.5836944580s, input_fired_time: 1.3927063942, output_fired_time: 1.3402041197, propagate_forward_time: 63.2607383728, propagate_backward_time: 95.2705764771, weight_update_time: 0.1811606586, other_time: 3.3194656372
epoch time: 13.5874691010s, input_fired_time: 0.1857521087, output_fired_time: 0.0000000000, propagate_forward_time: 12.8173379898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5843791962
validation[          , genome  7074] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       802.03046, best error:       802.03046 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 164.0256042480s, input_fired_time: 1.3965027332, output_fired_time: 1.3377319574, propagate_forward_time: 63.0850372314, propagate_backward_time: 94.9287109375, weight_update_time: 0.1783087850, other_time: 3.2776184082
epoch time: 13.5700950623s, input_fired_time: 0.1750564277, output_fired_time: 0.0000000000, propagate_forward_time: 12.7897377014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053009033
validation[          , genome  7074] predictions:    9708/  10000 (97.08%), best:    9758/10000 (97.58%), error:       971.25610, best error:       802.03046 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.1907806396s, input_fired_time: 1.4154747725, output_fired_time: 1.3433030844, propagate_forward_time: 62.9278755188, propagate_backward_time: 95.2291488647, weight_update_time: 0.1853114218, other_time: 3.2749710083
epoch time: 13.4738264084s, input_fired_time: 0.1753558964, output_fired_time: 0.0000000000, propagate_forward_time: 12.7025098801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959606171
validation[          , genome  7074] predictions:    9716/  10000 (97.16%), best:    9758/10000 (97.58%), error:       943.95599, best error:       802.03046 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 164.1666717529s, input_fired_time: 1.3926601410, output_fired_time: 1.3336113691, propagate_forward_time: 62.9826431274, propagate_backward_time: 95.1134796143, weight_update_time: 0.1801095456, other_time: 3.3442764282
epoch time: 13.4049425125s, input_fired_time: 0.1737646312, output_fired_time: 0.0000000000, propagate_forward_time: 12.6404161453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907621384
validation[          , genome  7074] predictions:    9751/  10000 (97.51%), best:    9758/10000 (97.58%), error:       829.99640, best error:       802.03046 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 164.5123291016s, input_fired_time: 1.4079023600, output_fired_time: 1.3375266790, propagate_forward_time: 63.3490676880, propagate_backward_time: 95.1537017822, weight_update_time: 0.1836301535, other_time: 3.2641372681
epoch time: 13.3445634842s, input_fired_time: 0.1758100688, output_fired_time: 0.0000000000, propagate_forward_time: 12.5815544128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871992111
validation[          , genome  7074] predictions:    9688/  10000 (96.88%), best:    9758/10000 (97.58%), error:      1054.57300, best error:       802.03046 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 164.4210052490s, input_fired_time: 1.4248260260, output_fired_time: 1.3289893866, propagate_forward_time: 63.3413925171, propagate_backward_time: 95.0415115356, weight_update_time: 0.1785643101, other_time: 3.2842864990
epoch time: 13.3317136765s, input_fired_time: 0.1764116585, output_fired_time: 0.0000000000, propagate_forward_time: 12.5579719543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973300934
validation[          , genome  7074] predictions:    9762/  10000 (97.62%), best:    9758/10000 (97.58%), error:       813.90088, best error:       802.03046 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 165.5086059570s, input_fired_time: 1.4013117552, output_fired_time: 1.3707771301, propagate_forward_time: 63.4920120239, propagate_backward_time: 95.8663864136, weight_update_time: 0.1811161041, other_time: 3.3781280518
epoch time: 13.3838644028s, input_fired_time: 0.1818331927, output_fired_time: 0.0000000000, propagate_forward_time: 12.6099843979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920467377
validation[          , genome  7074] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       861.63257, best error:       802.03046 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 165.5097198486s, input_fired_time: 1.4042506218, output_fired_time: 1.3413953781, propagate_forward_time: 63.6744346619, propagate_backward_time: 95.7914047241, weight_update_time: 0.1797301024, other_time: 3.2982254028
epoch time: 13.2730283737s, input_fired_time: 0.1762002558, output_fired_time: 0.0000000000, propagate_forward_time: 12.5054302216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913982391
validation[          , genome  7074] predictions:    9657/  10000 (96.57%), best:    9758/10000 (97.58%), error:      1081.37415, best error:       802.03046 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 164.6203613281s, input_fired_time: 1.4036884308, output_fired_time: 1.3295624256, propagate_forward_time: 63.2238693237, propagate_backward_time: 95.3876876831, weight_update_time: 0.1800015122, other_time: 3.2755584717
epoch time: 13.2088594437s, input_fired_time: 0.1739376783, output_fired_time: 0.0000000000, propagate_forward_time: 12.4491214752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858001709
validation[          , genome  7074] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:       976.38470, best error:       802.03046 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 164.0999450684s, input_fired_time: 1.4001014233, output_fired_time: 1.3441905975, propagate_forward_time: 62.9759292603, propagate_backward_time: 95.0503463745, weight_update_time: 0.1805825680, other_time: 3.3293762207
epoch time: 13.2738256454s, input_fired_time: 0.1740968972, output_fired_time: 0.0000000000, propagate_forward_time: 12.5135097504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862188339
validation[          , genome  7074] predictions:    9729/  10000 (97.29%), best:    9758/10000 (97.58%), error:       906.85339, best error:       802.03046 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 164.1039123535s, input_fired_time: 1.4126076698, output_fired_time: 1.3745995760, propagate_forward_time: 63.1072959900, propagate_backward_time: 94.9439468384, weight_update_time: 0.1785755306, other_time: 3.2654495239
epoch time: 13.3738021851s, input_fired_time: 0.1750671417, output_fired_time: 0.0000000000, propagate_forward_time: 12.6091432571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895919800
validation[          , genome  7074] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:      1020.13379, best error:       802.03046 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 163.8707580566s, input_fired_time: 1.3963629007, output_fired_time: 1.3830991983, propagate_forward_time: 62.7816543579, propagate_backward_time: 94.9537887573, weight_update_time: 0.1770994514, other_time: 3.3558502197
epoch time: 13.4312343597s, input_fired_time: 0.1781304777, output_fired_time: 0.0000000000, propagate_forward_time: 12.6587705612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943336487
validation[          , genome  7074] predictions:    9652/  10000 (96.52%), best:    9758/10000 (97.58%), error:      1199.69299, best error:       802.03046 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 164.2684173584s, input_fired_time: 1.3976607323, output_fired_time: 1.3470349312, propagate_forward_time: 63.0506134033, propagate_backward_time: 95.1935577393, weight_update_time: 0.1788755059, other_time: 3.2795562744
epoch time: 13.3489418030s, input_fired_time: 0.1728584170, output_fired_time: 0.0000000000, propagate_forward_time: 12.5856752396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904083252
validation[          , genome  7074] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       801.80963, best error:       801.80963 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 164.4101562500s, input_fired_time: 1.4050951004, output_fired_time: 1.3534361124, propagate_forward_time: 63.2164649963, propagate_backward_time: 95.1198883057, weight_update_time: 0.1792657673, other_time: 3.3152770996
epoch time: 13.4009218216s, input_fired_time: 0.1835443527, output_fired_time: 0.0000000000, propagate_forward_time: 12.5977535248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196241379
validation[          , genome  7074] predictions:    9733/  10000 (97.33%), best:    9746/10000 (97.46%), error:       891.62122, best error:       801.80963 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 164.3978271484s, input_fired_time: 1.4152261019, output_fired_time: 1.3419812918, propagate_forward_time: 63.3661308289, propagate_backward_time: 94.9782409668, weight_update_time: 0.1811263114, other_time: 3.2962493896
epoch time: 13.4867124557s, input_fired_time: 0.1755105257, output_fired_time: 0.0000000000, propagate_forward_time: 12.7060823441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051197052
validation[          , genome  7074] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       939.40936, best error:       801.80963 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 162.5682067871s, input_fired_time: 1.3903234005, output_fired_time: 1.3292011023, propagate_forward_time: 62.3318595886, propagate_backward_time: 94.2293167114, weight_update_time: 0.1828222573, other_time: 3.2874984741
epoch time: 13.3150291443s, input_fired_time: 0.1749555171, output_fired_time: 0.0000000000, propagate_forward_time: 12.5516023636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884714127
validation[          , genome  7074] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       858.76172, best error:       801.80963 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 164.0114746094s, input_fired_time: 1.4266792536, output_fired_time: 1.3396385908, propagate_forward_time: 63.2294502258, propagate_backward_time: 94.7467269897, weight_update_time: 0.1799445748, other_time: 3.2689743042
epoch time: 12.7207717896s, input_fired_time: 0.1920722276, output_fired_time: 0.0000000000, propagate_forward_time: 11.9654750824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632247925
validation[          , genome  7074] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       873.48816, best error:       801.80963 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 164.6816101074s, input_fired_time: 1.4045820236, output_fired_time: 1.3643790483, propagate_forward_time: 63.2265357971, propagate_backward_time: 95.3627700806, weight_update_time: 0.1792099774, other_time: 3.3233413696
epoch time: 13.4299831390s, input_fired_time: 0.1790771037, output_fired_time: 0.0000000000, propagate_forward_time: 12.6564893723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944166183
validation[          , genome  7074] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:       971.00684, best error:       801.80963 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 164.3664550781s, input_fired_time: 1.4176709652, output_fired_time: 1.4077970982, propagate_forward_time: 63.2062110901, propagate_backward_time: 95.0597610474, weight_update_time: 0.1808427274, other_time: 3.2750320435
epoch time: 13.6738634109s, input_fired_time: 0.1766292602, output_fired_time: 0.0000000000, propagate_forward_time: 12.8450641632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521701813
validation[          , genome  7074] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       872.91711, best error:       801.80963 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 163.9473114014s, input_fired_time: 1.4201689959, output_fired_time: 1.3401007652, propagate_forward_time: 63.1215476990, propagate_backward_time: 94.7969741821, weight_update_time: 0.1829107553, other_time: 3.2685165405
epoch time: 13.3219251633s, input_fired_time: 0.1965604126, output_fired_time: 0.0000000000, propagate_forward_time: 12.5448656082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804986954
validation[          , genome  7074] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       932.01752, best error:       801.80963 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 164.1815490723s, input_fired_time: 1.4228564501, output_fired_time: 1.3277362585, propagate_forward_time: 63.0772552490, propagate_backward_time: 95.0827407837, weight_update_time: 0.1785023212, other_time: 3.2709579468
epoch time: 13.4136915207s, input_fired_time: 0.1775682718, output_fired_time: 0.0000000000, propagate_forward_time: 12.6457118988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904111862
validation[          , genome  7074] predictions:    9611/  10000 (96.11%), best:    9746/10000 (97.46%), error:      1265.37146, best error:       801.80963 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 164.8143920898s, input_fired_time: 1.4309990406, output_fired_time: 1.3354237080, propagate_forward_time: 63.6852073669, propagate_backward_time: 95.0765151978, weight_update_time: 0.1784061342, other_time: 3.2862472534
epoch time: 13.5093164444s, input_fired_time: 0.1779906899, output_fired_time: 0.0000000000, propagate_forward_time: 12.7380723953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932531357
validation[          , genome  7074] predictions:    9743/  10000 (97.43%), best:    9746/10000 (97.46%), error:       857.43591, best error:       801.80963 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 163.7734222412s, input_fired_time: 1.4065376520, output_fired_time: 1.3478538990, propagate_forward_time: 62.9862251282, propagate_backward_time: 94.7732162476, weight_update_time: 0.1791685075, other_time: 3.2595901489
epoch time: 13.4336013794s, input_fired_time: 0.1748357117, output_fired_time: 0.0000000000, propagate_forward_time: 12.6714658737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872993469
validation[          , genome  7074] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       854.46490, best error:       801.80963 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 164.8569030762s, input_fired_time: 1.4041864872, output_fired_time: 1.3503316641, propagate_forward_time: 63.2961654663, propagate_backward_time: 95.5034942627, weight_update_time: 0.1790113151, other_time: 3.3027267456
epoch time: 12.9631910324s, input_fired_time: 0.1732090563, output_fired_time: 0.0000000000, propagate_forward_time: 12.2054586411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845232010
validation[          , genome  7074] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       943.15906, best error:       801.80963 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 164.9889068604s, input_fired_time: 1.4701813459, output_fired_time: 1.3698289394, propagate_forward_time: 63.3927078247, propagate_backward_time: 95.4722442627, weight_update_time: 0.1810183078, other_time: 3.2839431763
epoch time: 13.3495521545s, input_fired_time: 0.1891886145, output_fired_time: 0.0000000000, propagate_forward_time: 12.5751857758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851774216
validation[          , genome  7074] predictions:    9747/  10000 (97.47%), best:    9746/10000 (97.46%), error:       861.22699, best error:       801.80963 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 164.3283538818s, input_fired_time: 1.4001446962, output_fired_time: 1.3393461704, propagate_forward_time: 63.0510063171, propagate_backward_time: 95.2191696167, weight_update_time: 0.1810516715, other_time: 3.3186874390
epoch time: 13.2761640549s, input_fired_time: 0.1759196222, output_fired_time: 0.0000000000, propagate_forward_time: 12.5152025223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850419998
validation[          , genome  7074] predictions:    9639/  10000 (96.39%), best:    9746/10000 (97.46%), error:      1121.44165, best error:       801.80963 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 164.0835571289s, input_fired_time: 1.3975331783, output_fired_time: 1.3336641788, propagate_forward_time: 63.2214241028, propagate_backward_time: 94.8642425537, weight_update_time: 0.1823541224, other_time: 3.2666931152
epoch time: 13.3238668442s, input_fired_time: 0.1754839420, output_fired_time: 0.0000000000, propagate_forward_time: 12.5669918060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813913345
validation[          , genome  7074] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       889.17908, best error:       801.80963 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 163.0378570557s, input_fired_time: 1.4122738838, output_fired_time: 1.3504989147, propagate_forward_time: 62.7394866943, propagate_backward_time: 94.2634963989, weight_update_time: 0.1814679652, other_time: 3.2721023560
epoch time: 13.1789474487s, input_fired_time: 0.1767946482, output_fired_time: 0.0000000000, propagate_forward_time: 12.4040937424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980587006
validation[          , genome  7074] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       876.27118, best error:       801.80963 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 163.9128875732s, input_fired_time: 1.4020183086, output_fired_time: 1.3398474455, propagate_forward_time: 62.9400939941, propagate_backward_time: 94.9495468140, weight_update_time: 0.1796230227, other_time: 3.2813796997
epoch time: 13.3869733810s, input_fired_time: 0.1782594919, output_fired_time: 0.0000000000, propagate_forward_time: 12.6146745682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940389633
validation[          , genome  7074] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       888.36847, best error:       801.80963 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 163.4122467041s, input_fired_time: 1.4515688419, output_fired_time: 1.3379243612, propagate_forward_time: 62.8786354065, propagate_backward_time: 94.4539031982, weight_update_time: 0.1794357598, other_time: 3.2902221680
epoch time: 13.3764257431s, input_fired_time: 0.1778329760, output_fired_time: 0.0000000000, propagate_forward_time: 12.6065425873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920505524
validation[          , genome  7074] predictions:    9733/  10000 (97.33%), best:    9746/10000 (97.46%), error:       889.49146, best error:       801.80963 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 164.1390991211s, input_fired_time: 1.4285897017, output_fired_time: 1.3390669823, propagate_forward_time: 62.9129104614, propagate_backward_time: 95.1730957031, weight_update_time: 0.1781352013, other_time: 3.2854385376
epoch time: 13.3906364441s, input_fired_time: 0.1767495573, output_fired_time: 0.0000000000, propagate_forward_time: 12.6207962036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930910110
validation[          , genome  7074] predictions:    9708/  10000 (97.08%), best:    9746/10000 (97.46%), error:       985.85663, best error:       801.80963 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 164.1955413818s, input_fired_time: 1.4344162941, output_fired_time: 1.3543728590, propagate_forward_time: 63.1674194336, propagate_backward_time: 94.9555587769, weight_update_time: 0.1796282381, other_time: 3.2837753296
epoch time: 13.3616647720s, input_fired_time: 0.1772851348, output_fired_time: 0.0000000000, propagate_forward_time: 12.5959453583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884342194
validation[          , genome  7074] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:       964.80078, best error:       801.80963 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 163.9352416992s, input_fired_time: 1.4271212816, output_fired_time: 1.3471565247, propagate_forward_time: 62.9392242432, propagate_backward_time: 94.9158172607, weight_update_time: 0.1843473762, other_time: 3.3059234619
epoch time: 13.4956331253s, input_fired_time: 0.1859890968, output_fired_time: 0.0000000000, propagate_forward_time: 12.7002811432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093626022
validation[          , genome  7074] predictions:    9695/  10000 (96.95%), best:    9746/10000 (97.46%), error:       978.10669, best error:       801.80963 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 163.6256256104s, input_fired_time: 1.4521447420, output_fired_time: 1.3353613615, propagate_forward_time: 62.7901077271, propagate_backward_time: 94.7212982178, weight_update_time: 0.1800854653, other_time: 3.3267135620
epoch time: 13.3342905045s, input_fired_time: 0.1766681969, output_fired_time: 0.0000000000, propagate_forward_time: 12.5390443802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185779572
validation[          , genome  7074] predictions:    9750/  10000 (97.50%), best:    9746/10000 (97.46%), error:       802.56891, best error:       801.80963 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 164.1006164551s, input_fired_time: 1.4221942425, output_fired_time: 1.3602293730, propagate_forward_time: 62.9888648987, propagate_backward_time: 95.0395736694, weight_update_time: 0.1840366423, other_time: 3.2897567749
epoch time: 13.4270572662s, input_fired_time: 0.1884062737, output_fired_time: 0.0000000000, propagate_forward_time: 12.6518154144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868358612
validation[          , genome  7074] predictions:    9743/  10000 (97.43%), best:    9746/10000 (97.46%), error:       834.27496, best error:       801.80963 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 163.9001464844s, input_fired_time: 1.4364364147, output_fired_time: 1.3468410969, propagate_forward_time: 63.0427131653, propagate_backward_time: 94.8189697266, weight_update_time: 0.1846346706, other_time: 3.2551879883
epoch time: 13.1667795181s, input_fired_time: 0.1869716644, output_fired_time: 0.0000000000, propagate_forward_time: 12.3959112167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838966370
validation[          , genome  7074] predictions:    9751/  10000 (97.51%), best:    9746/10000 (97.46%), error:       874.56732, best error:       801.80963 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 163.5350036621s, input_fired_time: 1.4170613289, output_fired_time: 1.3345375061, propagate_forward_time: 62.8035125732, propagate_backward_time: 94.7334365845, weight_update_time: 0.1790455878, other_time: 3.2464523315
epoch time: 13.5519609451s, input_fired_time: 0.1772155017, output_fired_time: 0.0000000000, propagate_forward_time: 12.7839822769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907630920
validation[          , genome  7074] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       793.42914, best error:       793.42914 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 162.5289001465s, input_fired_time: 1.4198977947, output_fired_time: 1.3321805000, propagate_forward_time: 62.5471076965, propagate_backward_time: 93.9664535522, weight_update_time: 0.1816803962, other_time: 3.2632675171
epoch time: 13.3397474289s, input_fired_time: 0.1809320748, output_fired_time: 0.0000000000, propagate_forward_time: 12.5691585541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896568298
validation[          , genome  7074] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       831.94281, best error:       793.42914 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 163.2147216797s, input_fired_time: 1.4429427385, output_fired_time: 1.3515900373, propagate_forward_time: 62.5719604492, propagate_backward_time: 94.5804443359, weight_update_time: 0.1782202423, other_time: 3.2677764893
epoch time: 13.5109977722s, input_fired_time: 0.1788758636, output_fired_time: 0.0000000000, propagate_forward_time: 12.7386484146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934734344
validation[          , genome  7074] predictions:    9738/  10000 (97.38%), best:    9772/10000 (97.72%), error:       855.14752, best error:       793.42914 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 163.5434875488s, input_fired_time: 1.4305152893, output_fired_time: 1.3380202055, propagate_forward_time: 62.8692588806, propagate_backward_time: 94.6469039917, weight_update_time: 0.1785381883, other_time: 3.2587966919
epoch time: 13.1676349640s, input_fired_time: 0.1796526313, output_fired_time: 0.0000000000, propagate_forward_time: 12.4086256027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793571472
validation[          , genome  7074] predictions:    9712/  10000 (97.12%), best:    9772/10000 (97.72%), error:       968.40027, best error:       793.42914 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 162.5766601563s, input_fired_time: 1.4115165472, output_fired_time: 1.3268716335, propagate_forward_time: 62.4864158630, propagate_backward_time: 94.0999145508, weight_update_time: 0.1781910360, other_time: 3.2519378662
epoch time: 13.2939367294s, input_fired_time: 0.1751715839, output_fired_time: 0.0000000000, propagate_forward_time: 12.5212202072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975446701
validation[          , genome  7074] predictions:    9699/  10000 (96.99%), best:    9772/10000 (97.72%), error:       975.02142, best error:       793.42914 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 164.5078735352s, input_fired_time: 1.4181759357, output_fired_time: 1.3298518658, propagate_forward_time: 63.1452407837, propagate_backward_time: 95.3380432129, weight_update_time: 0.1783830523, other_time: 3.2765579224
epoch time: 13.3511905670s, input_fired_time: 0.1774279922, output_fired_time: 0.0000000000, propagate_forward_time: 12.5855436325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882186890
validation[          , genome  7074] predictions:    9727/  10000 (97.27%), best:    9772/10000 (97.72%), error:       880.63037, best error:       793.42914 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 164.2341461182s, input_fired_time: 1.4604024887, output_fired_time: 1.3669259548, propagate_forward_time: 63.1748237610, propagate_backward_time: 94.9589691162, weight_update_time: 0.1781885177, other_time: 3.2730255127
epoch time: 13.4309768677s, input_fired_time: 0.1811962873, output_fired_time: 0.0000000000, propagate_forward_time: 12.6639728546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858078003
validation[          , genome  7074] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       856.58813, best error:       793.42914 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 163.0507202148s, input_fired_time: 1.4097766876, output_fired_time: 1.3607460260, propagate_forward_time: 62.5721969604, propagate_backward_time: 94.4585800171, weight_update_time: 0.1836772859, other_time: 3.2494201660
epoch time: 13.1529922485s, input_fired_time: 0.1785538644, output_fired_time: 0.0000000000, propagate_forward_time: 12.3888072968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856313705
validation[          , genome  7074] predictions:    9727/  10000 (97.27%), best:    9772/10000 (97.72%), error:       887.25439, best error:       793.42914 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 162.6682739258s, input_fired_time: 1.4245004654, output_fired_time: 1.3421961069, propagate_forward_time: 62.6212654114, propagate_backward_time: 94.0160446167, weight_update_time: 0.1768930554, other_time: 3.2642745972
epoch time: 13.4221735001s, input_fired_time: 0.1788165420, output_fired_time: 0.0000000000, propagate_forward_time: 12.6395044327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038522720
validation[          , genome  7074] predictions:    9743/  10000 (97.43%), best:    9772/10000 (97.72%), error:       860.10504, best error:       793.42914 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 163.6351165771s, input_fired_time: 1.4576445818, output_fired_time: 1.3364623785, propagate_forward_time: 62.8394012451, propagate_backward_time: 94.7061614990, weight_update_time: 0.1809221208, other_time: 3.2954559326
epoch time: 13.2727441788s, input_fired_time: 0.1795005500, output_fired_time: 0.0000000000, propagate_forward_time: 12.5010938644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921497345
validation[          , genome  7074] predictions:    9732/  10000 (97.32%), best:    9772/10000 (97.72%), error:       879.72070, best error:       793.42914 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 164.1121978760s, input_fired_time: 1.4387477636, output_fired_time: 1.3414472342, propagate_forward_time: 63.3514633179, propagate_backward_time: 94.6918258667, weight_update_time: 0.1790291220, other_time: 3.2887115479
epoch time: 13.5069150925s, input_fired_time: 0.1783920825, output_fired_time: 0.0000000000, propagate_forward_time: 12.7364416122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920810699
validation[          , genome  7074] predictions:    9722/  10000 (97.22%), best:    9772/10000 (97.72%), error:       904.33484, best error:       793.42914 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 165.8213043213s, input_fired_time: 1.4747982025, output_fired_time: 1.3538932800, propagate_forward_time: 63.6678581238, propagate_backward_time: 95.9740753174, weight_update_time: 0.1915597320, other_time: 3.3506774902
epoch time: 13.1259307861s, input_fired_time: 0.1802050471, output_fired_time: 0.0000000000, propagate_forward_time: 12.3700704575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756549835
validation[          , genome  7074] predictions:    9741/  10000 (97.41%), best:    9772/10000 (97.72%), error:       858.09192, best error:       793.42914 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 163.6301116943s, input_fired_time: 1.4196268320, output_fired_time: 1.3520529270, propagate_forward_time: 62.8001747131, propagate_backward_time: 94.8035430908, weight_update_time: 0.1774661243, other_time: 3.2547149658
epoch time: 13.4205980301s, input_fired_time: 0.1797693372, output_fired_time: 0.0000000000, propagate_forward_time: 12.6475114822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933170319
validation[          , genome  7074] predictions:    9741/  10000 (97.41%), best:    9772/10000 (97.72%), error:       866.13477, best error:       793.42914 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 163.4365081787s, input_fired_time: 1.4250733852, output_fired_time: 1.3325537443, propagate_forward_time: 62.9466819763, propagate_backward_time: 94.4464721680, weight_update_time: 0.1828691810, other_time: 3.2857208252
epoch time: 13.0041780472s, input_fired_time: 0.1808890998, output_fired_time: 0.0000000000, propagate_forward_time: 12.2465505600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767383575
validation[          , genome  7074] predictions:    9744/  10000 (97.44%), best:    9772/10000 (97.72%), error:       834.44977, best error:       793.42914 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 164.2242126465s, input_fired_time: 1.4249517918, output_fired_time: 1.3471751213, propagate_forward_time: 63.3473320007, propagate_backward_time: 94.8561630249, weight_update_time: 0.1791023910, other_time: 3.2485885620
epoch time: 13.2417325974s, input_fired_time: 0.1802665144, output_fired_time: 0.0000000000, propagate_forward_time: 12.4609594345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005067825
validation[          , genome  7074] predictions:    9735/  10000 (97.35%), best:    9772/10000 (97.72%), error:       876.44861, best error:       793.42914 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 163.2447814941s, input_fired_time: 1.4511030912, output_fired_time: 1.3465145826, propagate_forward_time: 62.8224983215, propagate_backward_time: 94.3657684326, weight_update_time: 0.1790215671, other_time: 3.2589111328
epoch time: 13.5030975342s, input_fired_time: 0.1802573204, output_fired_time: 0.0000000000, propagate_forward_time: 12.7323188782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905208588
validation[          , genome  7074] predictions:    9730/  10000 (97.30%), best:    9772/10000 (97.72%), error:       899.20587, best error:       793.42914 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 164.2599945068s, input_fired_time: 1.4239917994, output_fired_time: 1.3995569944, propagate_forward_time: 62.9853477478, propagate_backward_time: 95.1600646973, weight_update_time: 0.1799610406, other_time: 3.2910308838
epoch time: 13.3439426422s, input_fired_time: 0.1815178096, output_fired_time: 0.0000000000, propagate_forward_time: 12.5662374496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961875916
validation[          , genome  7074] predictions:    9725/  10000 (97.25%), best:    9772/10000 (97.72%), error:       932.96674, best error:       793.42914 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 162.7326812744s, input_fired_time: 1.4661943913, output_fired_time: 1.3429532051, propagate_forward_time: 62.2678680420, propagate_backward_time: 94.3827438354, weight_update_time: 0.1878091991, other_time: 3.2729110718
epoch time: 12.9773015976s, input_fired_time: 0.1769738048, output_fired_time: 0.0000000000, propagate_forward_time: 12.2127017975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876264572
validation[          , genome  7074] predictions:    9688/  10000 (96.88%), best:    9772/10000 (97.72%), error:       981.53619, best error:       793.42914 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 164.3088378906s, input_fired_time: 1.4552375078, output_fired_time: 1.3795723915, propagate_forward_time: 63.0430526733, propagate_backward_time: 95.1400146484, weight_update_time: 0.1786713451, other_time: 3.2909622192
epoch time: 13.1944322586s, input_fired_time: 0.1804052293, output_fired_time: 0.0000000000, propagate_forward_time: 12.4206771851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933494568
validation[          , genome  7074] predictions:    9682/  10000 (96.82%), best:    9772/10000 (97.72%), error:      1021.84290, best error:       793.42914 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 162.7208251953s, input_fired_time: 1.4097371101, output_fired_time: 1.3408900499, propagate_forward_time: 62.5237083435, propagate_backward_time: 94.1592712402, weight_update_time: 0.1838982850, other_time: 3.2872009277
epoch time: 13.2318229675s, input_fired_time: 0.1841382384, output_fired_time: 0.0000000000, propagate_forward_time: 12.4668941498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807905197
validation[          , genome  7074] predictions:    9741/  10000 (97.41%), best:    9772/10000 (97.72%), error:       846.93011, best error:       793.42914 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 164.8755187988s, input_fired_time: 1.4230904579, output_fired_time: 1.3331297636, propagate_forward_time: 63.3927993774, propagate_backward_time: 95.4569854736, weight_update_time: 0.1798320860, other_time: 3.2695083618
epoch time: 13.0731210709s, input_fired_time: 0.1786209494, output_fired_time: 0.0000000000, propagate_forward_time: 12.3072805405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872192383
validation[          , genome  7074] predictions:    9678/  10000 (96.78%), best:    9772/10000 (97.72%), error:      1026.97937, best error:       793.42914 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 164.3763122559s, input_fired_time: 1.4947774410, output_fired_time: 1.3856227398, propagate_forward_time: 63.2840080261, propagate_backward_time: 94.8961410522, weight_update_time: 0.1781029999, other_time: 3.3157577515
epoch time: 13.0840950012s, input_fired_time: 0.1793730706, output_fired_time: 0.0000000000, propagate_forward_time: 12.3246536255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5800685883
validation[          , genome  7074] predictions:    9709/  10000 (97.09%), best:    9772/10000 (97.72%), error:       913.68182, best error:       793.42914 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 163.3979492188s, input_fired_time: 1.4336415529, output_fired_time: 1.3621658087, propagate_forward_time: 62.6881179810, propagate_backward_time: 94.5924606323, weight_update_time: 0.1812482178, other_time: 3.3215637207
epoch time: 13.3045597076s, input_fired_time: 0.1796530932, output_fired_time: 0.0000000000, propagate_forward_time: 12.5313243866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935821533
validation[          , genome  7074] predictions:    9729/  10000 (97.29%), best:    9772/10000 (97.72%), error:       858.41229, best error:       793.42914 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 163.8712615967s, input_fired_time: 1.4110976458, output_fired_time: 1.3281629086, propagate_forward_time: 62.8499565125, propagate_backward_time: 94.9765396118, weight_update_time: 0.1793538183, other_time: 3.3055038452
epoch time: 13.2803974152s, input_fired_time: 0.1800816506, output_fired_time: 0.0000000000, propagate_forward_time: 12.5051183701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951976776
validation[          , genome  7074] predictions:    9728/  10000 (97.28%), best:    9772/10000 (97.72%), error:       893.92859, best error:       793.42914 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 163.8378448486s, input_fired_time: 1.4486577511, output_fired_time: 1.3570027351, propagate_forward_time: 63.0723495483, propagate_backward_time: 94.6917114258, weight_update_time: 0.1784168929, other_time: 3.2681198120
epoch time: 13.1371822357s, input_fired_time: 0.1799167693, output_fired_time: 0.0000000000, propagate_forward_time: 12.3780574799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792083740
validation[          , genome  7074] predictions:    9729/  10000 (97.29%), best:    9772/10000 (97.72%), error:       847.23578, best error:       793.42914 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 163.1029968262s, input_fired_time: 1.4370778799, output_fired_time: 1.3385609388, propagate_forward_time: 62.6027412415, propagate_backward_time: 94.4962310791, weight_update_time: 0.1829921007, other_time: 3.2283935547
epoch time: 13.4770231247s, input_fired_time: 0.1834977269, output_fired_time: 0.0000000000, propagate_forward_time: 12.6848649979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6086606979
validation[          , genome  7074] predictions:    9701/  10000 (97.01%), best:    9772/10000 (97.72%), error:       917.61285, best error:       793.42914 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 163.5461883545s, input_fired_time: 1.4233570099, output_fired_time: 1.3405212164, propagate_forward_time: 63.0166969299, propagate_backward_time: 94.5070648193, weight_update_time: 0.1801478863, other_time: 3.2585601807
epoch time: 13.4257278442s, input_fired_time: 0.1802372783, output_fired_time: 0.0000000000, propagate_forward_time: 12.6531600952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923309326
validation[          , genome  7074] predictions:    9727/  10000 (97.27%), best:    9772/10000 (97.72%), error:       886.76215, best error:       793.42914 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 162.1177978516s, input_fired_time: 1.4125285149, output_fired_time: 1.3201899529, propagate_forward_time: 62.2023468018, propagate_backward_time: 93.9330291748, weight_update_time: 0.1830295622, other_time: 3.2497100830
epoch time: 13.7813692093s, input_fired_time: 0.1808829308, output_fired_time: 0.0000000000, propagate_forward_time: 13.0116729736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888137817
validation[          , genome  7074] predictions:    9714/  10000 (97.14%), best:    9772/10000 (97.72%), error:       901.19800, best error:       793.42914 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 163.1363830566s, input_fired_time: 1.4203673601, output_fired_time: 1.3299933672, propagate_forward_time: 62.6378746033, propagate_backward_time: 94.4992446899, weight_update_time: 0.1772233546, other_time: 3.2489089966
epoch time: 13.2880735397s, input_fired_time: 0.1815899909, output_fired_time: 0.0000000000, propagate_forward_time: 12.5128889084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935945511
validation[          , genome  7074] predictions:    9736/  10000 (97.36%), best:    9772/10000 (97.72%), error:       868.64459, best error:       793.42914 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 163.8966522217s, input_fired_time: 1.4394252300, output_fired_time: 1.3347005844, propagate_forward_time: 62.9662475586, propagate_backward_time: 94.8873062134, weight_update_time: 0.1801725179, other_time: 3.2689743042
epoch time: 13.0427742004s, input_fired_time: 0.1783726215, output_fired_time: 0.0000000000, propagate_forward_time: 12.2818555832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825462341
validation[          , genome  7074] predictions:    9737/  10000 (97.37%), best:    9772/10000 (97.72%), error:       864.09760, best error:       793.42914 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 163.4795379639s, input_fired_time: 1.4663853645, output_fired_time: 1.3399988413, propagate_forward_time: 62.8951683044, propagate_backward_time: 94.5240478516, weight_update_time: 0.1787732691, other_time: 3.2539367676
epoch time: 13.1688060760s, input_fired_time: 0.1818618923, output_fired_time: 0.0000000000, propagate_forward_time: 12.4028825760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840616226
validation[          , genome  7074] predictions:    9738/  10000 (97.38%), best:    9772/10000 (97.72%), error:       834.18872, best error:       793.42914 on epoch:    70, 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: 67.1288604736s, input_fired_time: 0.8985484242, output_fired_time: 0.0000000000, propagate_forward_time: 63.1191596985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1111488342
best training[          , genome  7074] predictions:   49597/  50000 (99.19%), best:    9772/10000 (97.72%), error:      1584.07532, best error:       793.42914 on epoch:    70, 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: 13.4343557358s, input_fired_time: 0.1977825314, output_fired_time: 0.0000000000, propagate_forward_time: 12.6466522217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899209976
   testing[          , genome  7074] predictions:    9774/  10000 (97.74%), best:    9772/10000 (97.72%), error:       732.10406, best error:       793.42914 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:06:11 (480): called boinc_finish(0)

</stderr_txt>
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