Nameexact_genome_1512568488_44_6638_1
Workunit2604486
Created7 Dec 2017, 21:02:42 UTC
Sent7 Dec 2017, 21:09:38 UTC
Report deadline15 Dec 2017, 3:19:43 UTC
Received8 Dec 2017, 13:37:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 4 min 21 sec
CPU time3 hours 55 min 52 sec
Validate stateValid
Credit1,814.25
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.29 MB
Peak swap size157.56 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
 genome  6638] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1132.69836, best error:      1132.69836 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 135.6115722656s, input_fired_time: 1.3599441051, output_fired_time: 1.2083823681, propagate_forward_time: 52.3032112122, propagate_backward_time: 77.4841918945, weight_update_time: 0.1376865655, other_time: 3.2558441162
epoch time: 10.2946434021s, input_fired_time: 0.1693505347, output_fired_time: 0.0000000000, propagate_forward_time: 9.5751800537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501127243
validation[          , genome  6638] predictions:    9649/  10000 (96.49%), best:    9656/10000 (96.56%), error:      1146.62646, best error:      1132.69836 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 140.1170196533s, input_fired_time: 1.4062755108, output_fired_time: 1.2748608589, propagate_forward_time: 50.7637672424, propagate_backward_time: 83.3954238892, weight_update_time: 0.1369617134, other_time: 3.2766952515
epoch time: 11.4625406265s, input_fired_time: 0.1753986478, output_fired_time: 0.0000000000, propagate_forward_time: 10.7059059143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812358856
validation[          , genome  6638] predictions:    9631/  10000 (96.31%), best:    9656/10000 (96.56%), error:      1144.42444, best error:      1132.69836 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 136.9618072510s, input_fired_time: 1.3689360619, output_fired_time: 1.2209609747, propagate_forward_time: 51.8780326843, propagate_backward_time: 79.2775726318, weight_update_time: 0.1387514025, other_time: 3.2162933350
epoch time: 10.1633663177s, input_fired_time: 0.1691199541, output_fired_time: 0.0000000000, propagate_forward_time: 9.4427633286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514831543
validation[          , genome  6638] predictions:    9567/  10000 (95.67%), best:    9656/10000 (96.56%), error:      1367.60376, best error:      1132.69836 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 141.2150878906s, input_fired_time: 1.3868188858, output_fired_time: 1.2160338163, propagate_forward_time: 52.7398643494, propagate_backward_time: 82.5303573608, weight_update_time: 0.1376053542, other_time: 3.3420028687
epoch time: 11.5816059113s, input_fired_time: 0.1761649847, output_fired_time: 0.0000000000, propagate_forward_time: 10.8318519592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735893250
validation[          , genome  6638] predictions:    9580/  10000 (95.80%), best:    9656/10000 (96.56%), error:      1350.33789, best error:      1132.69836 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 136.0342712402s, input_fired_time: 1.3614244461, output_fired_time: 2.2133424282, propagate_forward_time: 50.3723106384, propagate_backward_time: 77.8580703735, weight_update_time: 0.1388740540, other_time: 4.2291183472
epoch time: 10.2020044327s, input_fired_time: 0.1729283333, output_fired_time: 0.0000000000, propagate_forward_time: 9.4588317871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702438354
validation[          , genome  6638] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1113.90735, best error:      1113.90735 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 135.6612091064s, input_fired_time: 2.3809201717, output_fired_time: 1.2060050964, propagate_forward_time: 49.2015609741, propagate_backward_time: 79.6819076538, weight_update_time: 0.1379568130, other_time: 3.1908111572
epoch time: 11.4269495010s, input_fired_time: 0.1739858687, output_fired_time: 0.0000000000, propagate_forward_time: 10.6804618835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725021362
validation[          , genome  6638] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1083.10547, best error:      1083.10547 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.3128814697s, input_fired_time: 1.3745725155, output_fired_time: 1.2187494040, propagate_forward_time: 53.6428298950, propagate_backward_time: 79.8245849609, weight_update_time: 0.1382714957, other_time: 3.2521438599
epoch time: 10.3357858658s, input_fired_time: 0.1727093756, output_fired_time: 0.0000000000, propagate_forward_time: 9.6054506302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576257706
validation[          , genome  6638] predictions:    9656/  10000 (96.56%), best:    9680/10000 (96.80%), error:      1149.99536, best error:      1083.10547 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 136.4090423584s, input_fired_time: 1.3706003428, output_fired_time: 1.2122797966, propagate_forward_time: 49.4946403503, propagate_backward_time: 81.1036529541, weight_update_time: 0.1392239481, other_time: 3.2278594971
epoch time: 11.4713010788s, input_fired_time: 0.1766404808, output_fired_time: 0.0000000000, propagate_forward_time: 9.7104883194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5841722488
validation[          , genome  6638] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1020.61926, best error:      1020.61926 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 134.5222015381s, input_fired_time: 1.3602739573, output_fired_time: 1.3012000322, propagate_forward_time: 51.1426887512, propagate_backward_time: 77.5217590332, weight_update_time: 0.1372447163, other_time: 3.1962890625
epoch time: 11.5257015228s, input_fired_time: 0.1757012457, output_fired_time: 0.0000000000, propagate_forward_time: 10.7802743912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697259903
validation[          , genome  6638] predictions:    9696/  10000 (96.96%), best:    9700/10000 (97.00%), error:      1080.07324, best error:      1020.61926 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 148.5206298828s, input_fired_time: 1.4263155460, output_fired_time: 1.3173245192, propagate_forward_time: 57.3862686157, propagate_backward_time: 84.8693313599, weight_update_time: 0.1716447920, other_time: 3.5213928223
epoch time: 11.5710887909s, input_fired_time: 0.1826245636, output_fired_time: 0.0000000000, propagate_forward_time: 9.7949743271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5934896469
validation[          , genome  6638] predictions:    9694/  10000 (96.94%), best:    9700/10000 (97.00%), error:      1029.72595, best error:      1020.61926 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 148.5251007080s, input_fired_time: 1.4855102301, output_fired_time: 1.3896605968, propagate_forward_time: 57.0159111023, propagate_backward_time: 85.0435409546, weight_update_time: 0.1573453397, other_time: 3.5904769897
epoch time: 12.0899009705s, input_fired_time: 0.1755130589, output_fired_time: 0.0000000000, propagate_forward_time: 11.3136911392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006965637
validation[          , genome  6638] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       976.33826, best error:       976.33826 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 136.2089385986s, input_fired_time: 1.3703867197, output_fired_time: 1.2109227180, propagate_forward_time: 51.4354438782, propagate_backward_time: 78.9875793457, weight_update_time: 0.1391232759, other_time: 3.2046051025
epoch time: 10.3197374344s, input_fired_time: 0.1708049625, output_fired_time: 0.0000000000, propagate_forward_time: 9.5973052979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516271591
validation[          , genome  6638] predictions:    9675/  10000 (96.75%), best:    9710/10000 (97.10%), error:      1099.59192, best error:       976.33826 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 137.8831939697s, input_fired_time: 2.3789343834, output_fired_time: 1.2126494646, propagate_forward_time: 51.2351913452, propagate_backward_time: 78.8219070435, weight_update_time: 0.1386057287, other_time: 4.2345123291
epoch time: 11.5310106277s, input_fired_time: 0.1744266748, output_fired_time: 0.0000000000, propagate_forward_time: 10.7803983688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761852264
validation[          , genome  6638] predictions:    9681/  10000 (96.81%), best:    9710/10000 (97.10%), error:      1044.75879, best error:       976.33826 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 136.3338623047s, input_fired_time: 1.3696715832, output_fired_time: 1.2121839523, propagate_forward_time: 51.6182174683, propagate_backward_time: 78.9473495483, weight_update_time: 0.1382666379, other_time: 3.1864318848
epoch time: 10.3475122452s, input_fired_time: 0.1731003672, output_fired_time: 0.0000000000, propagate_forward_time: 9.6083374023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660743713
validation[          , genome  6638] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       973.93152, best error:       973.93152 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 143.4714355469s, input_fired_time: 1.4443534613, output_fired_time: 1.2820849419, propagate_forward_time: 53.2245521545, propagate_backward_time: 84.2213592529, weight_update_time: 0.1583028436, other_time: 3.2990875244
epoch time: 11.7237691879s, input_fired_time: 0.1778382659, output_fired_time: 0.0000000000, propagate_forward_time: 10.9716682434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742626190
validation[          , genome  6638] predictions:    9629/  10000 (96.29%), best:    9710/10000 (97.10%), error:      1173.91003, best error:       973.93152 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 141.7441101074s, input_fired_time: 1.4510749578, output_fired_time: 1.2321702242, propagate_forward_time: 51.2094726563, propagate_backward_time: 83.3760528564, weight_update_time: 0.1397376508, other_time: 4.4753265381
epoch time: 11.5173912048s, input_fired_time: 0.1771648079, output_fired_time: 0.0000000000, propagate_forward_time: 10.7617168427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785093307
validation[          , genome  6638] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       940.30255, best error:       940.30255 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 140.2128601074s, input_fired_time: 1.3937400579, output_fired_time: 1.2329159975, propagate_forward_time: 51.8837089539, propagate_backward_time: 82.3906707764, weight_update_time: 0.1387938857, other_time: 3.3118286133
epoch time: 10.3607797623s, input_fired_time: 0.1742898375, output_fired_time: 0.0000000000, propagate_forward_time: 9.6202287674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662612915
validation[          , genome  6638] predictions:    9662/  10000 (96.62%), best:    9718/10000 (97.18%), error:      1067.66675, best error:       940.30255 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 137.5494689941s, input_fired_time: 1.4826160669, output_fired_time: 1.2202000618, propagate_forward_time: 51.0131874084, propagate_backward_time: 80.6164703369, weight_update_time: 0.1385970861, other_time: 3.2169952393
epoch time: 14.3539133072s, input_fired_time: 0.2304108292, output_fired_time: 0.0000000000, propagate_forward_time: 13.3948135376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7286891937
validation[          , genome  6638] predictions:    9687/  10000 (96.87%), best:    9718/10000 (97.18%), error:      1045.91187, best error:       940.30255 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 139.7254333496s, input_fired_time: 2.3957610130, output_fired_time: 1.4193032980, propagate_forward_time: 53.8737220764, propagate_backward_time: 78.7606277466, weight_update_time: 0.1375532299, other_time: 3.2760238647
epoch time: 10.4334068298s, input_fired_time: 0.1760330200, output_fired_time: 0.0000000000, propagate_forward_time: 9.6887550354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686187744
validation[          , genome  6638] predictions:    9702/  10000 (97.02%), best:    9718/10000 (97.18%), error:       978.08118, best error:       940.30255 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.2206115723s, input_fired_time: 1.4265345335, output_fired_time: 1.2954510450, propagate_forward_time: 53.7442970276, propagate_backward_time: 86.3137969971, weight_update_time: 0.1639863402, other_time: 4.4405364990
epoch time: 10.3040761948s, input_fired_time: 0.1731208712, output_fired_time: 0.0000000000, propagate_forward_time: 9.5697097778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612459183
validation[          , genome  6638] predictions:    9710/  10000 (97.10%), best:    9718/10000 (97.18%), error:       942.10822, best error:       940.30255 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 137.6758728027s, input_fired_time: 1.3769704103, output_fired_time: 1.2232059240, propagate_forward_time: 51.1359367371, propagate_backward_time: 80.7255706787, weight_update_time: 0.1385080069, other_time: 3.2141876221
epoch time: 11.6696901321s, input_fired_time: 0.1783284396, output_fired_time: 0.0000000000, propagate_forward_time: 10.9068613052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845003128
validation[          , genome  6638] predictions:    9685/  10000 (96.85%), best:    9718/10000 (97.18%), error:      1034.92261, best error:       940.30255 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 145.9769592285s, input_fired_time: 1.4500560760, output_fired_time: 1.3156812191, propagate_forward_time: 55.1717109680, propagate_backward_time: 84.6207199097, weight_update_time: 0.1481172144, other_time: 3.4188003540
epoch time: 13.6517992020s, input_fired_time: 0.2064749599, output_fired_time: 0.0000000000, propagate_forward_time: 12.7896795273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556444168
validation[          , genome  6638] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       917.18262, best error:       917.18262 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 145.6259155273s, input_fired_time: 1.4908480644, output_fired_time: 1.2906980515, propagate_forward_time: 57.3631134033, propagate_backward_time: 81.9856414795, weight_update_time: 0.1468797922, other_time: 3.4956207275
epoch time: 11.4622583389s, input_fired_time: 0.1744643003, output_fired_time: 0.0000000000, propagate_forward_time: 10.7207479477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670461655
validation[          , genome  6638] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       863.16486, best error:       863.16486 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 139.8383331299s, input_fired_time: 1.4329125881, output_fired_time: 2.1345860958, propagate_forward_time: 52.1231842041, propagate_backward_time: 80.8340682983, weight_update_time: 0.1397307068, other_time: 3.3135910034
epoch time: 10.2605075836s, input_fired_time: 0.1747951955, output_fired_time: 0.0000000000, propagate_forward_time: 9.5105094910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752029419
validation[          , genome  6638] predictions:    9661/  10000 (96.61%), best:    9736/10000 (97.36%), error:      1157.49768, best error:       863.16486 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 137.3374023438s, input_fired_time: 2.3989813328, output_fired_time: 1.2173254490, propagate_forward_time: 51.7027473450, propagate_backward_time: 78.8344497681, weight_update_time: 0.1380916834, other_time: 3.1838912964
epoch time: 17.1833972931s, input_fired_time: 0.2800615132, output_fired_time: 0.0000000000, propagate_forward_time: 15.9470129013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9563226700
validation[          , genome  6638] predictions:    9689/  10000 (96.89%), best:    9736/10000 (97.36%), error:      1044.16919, best error:       863.16486 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 141.2729644775s, input_fired_time: 1.4539614916, output_fired_time: 1.2529751062, propagate_forward_time: 51.4046020508, propagate_backward_time: 82.8291854858, weight_update_time: 0.1423903704, other_time: 4.3322372437
epoch time: 12.0990991592s, input_fired_time: 0.1809552163, output_fired_time: 0.0000000000, propagate_forward_time: 11.3173933029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007509232
validation[          , genome  6638] predictions:    9745/  10000 (97.45%), best:    9736/10000 (97.36%), error:       867.82184, best error:       863.16486 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 149.1994171143s, input_fired_time: 1.4959293604, output_fired_time: 1.3163074255, propagate_forward_time: 55.4735946655, propagate_backward_time: 87.4454956055, weight_update_time: 0.1539649814, other_time: 3.4680862427
epoch time: 11.7047424316s, input_fired_time: 0.1824960113, output_fired_time: 0.0000000000, propagate_forward_time: 10.9187936783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034526825
validation[          , genome  6638] predictions:    9677/  10000 (96.77%), best:    9736/10000 (97.36%), error:      1024.36475, best error:       863.16486 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 137.5410766602s, input_fired_time: 1.3727484941, output_fired_time: 1.2142392397, propagate_forward_time: 53.1857452393, propagate_backward_time: 78.5549774170, weight_update_time: 0.1436043978, other_time: 3.2133789063
epoch time: 12.7713069916s, input_fired_time: 0.1879733354, output_fired_time: 0.0000000000, propagate_forward_time: 11.9049434662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6783905029
validation[          , genome  6638] predictions:    9555/  10000 (95.55%), best:    9736/10000 (97.36%), error:      1426.16919, best error:       863.16486 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 154.0957031250s, input_fired_time: 1.5051181316, output_fired_time: 1.4060137272, propagate_forward_time: 57.0285110474, propagate_backward_time: 90.6418304443, weight_update_time: 0.1382539123, other_time: 3.5142288208
epoch time: 11.6187582016s, input_fired_time: 0.1783122867, output_fired_time: 0.0000000000, propagate_forward_time: 10.8418254852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5986204147
validation[          , genome  6638] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       891.29138, best error:       863.16486 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 153.4754791260s, input_fired_time: 2.5384559631, output_fired_time: 2.3971233368, propagate_forward_time: 54.7312545776, propagate_backward_time: 90.1362991333, weight_update_time: 0.1629059464, other_time: 3.6723480225
epoch time: 11.9302129745s, input_fired_time: 0.1931892037, output_fired_time: 0.0000000000, propagate_forward_time: 11.1427249908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942983627
validation[          , genome  6638] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       947.87140, best error:       863.16486 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 151.0867919922s, input_fired_time: 1.5728193521, output_fired_time: 1.3457555771, propagate_forward_time: 58.0751609802, propagate_backward_time: 86.5265808105, weight_update_time: 0.1471085995, other_time: 3.5664825439
epoch time: 10.4387960434s, input_fired_time: 0.1767064333, output_fired_time: 0.0000000000, propagate_forward_time: 9.6918725967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702171326
validation[          , genome  6638] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       874.00366, best error:       863.16486 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 144.7144165039s, input_fired_time: 1.4580706358, output_fired_time: 1.3044462204, propagate_forward_time: 54.7382583618, propagate_backward_time: 82.8787002563, weight_update_time: 0.1376724243, other_time: 4.3349456787
epoch time: 11.6601295471s, input_fired_time: 0.1802500039, output_fired_time: 0.0000000000, propagate_forward_time: 10.8887271881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911521912
validation[          , genome  6638] predictions:    9707/  10000 (97.07%), best:    9736/10000 (97.36%), error:      1001.89557, best error:       863.16486 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 136.1760253906s, input_fired_time: 1.3800145388, output_fired_time: 1.2243648767, propagate_forward_time: 50.3858146667, propagate_backward_time: 79.9667129517, weight_update_time: 0.1392371505, other_time: 3.2191085815
epoch time: 10.2591257095s, input_fired_time: 0.1724869907, output_fired_time: 0.0000000000, propagate_forward_time: 9.5304660797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561723709
validation[          , genome  6638] predictions:    9707/  10000 (97.07%), best:    9736/10000 (97.36%), error:       975.81122, best error:       863.16486 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 135.7257385254s, input_fired_time: 1.3718371391, output_fired_time: 1.1981385946, propagate_forward_time: 49.2790603638, propagate_backward_time: 80.6627197266, weight_update_time: 0.1384400874, other_time: 3.2139816284
epoch time: 11.4996929169s, input_fired_time: 0.1759577692, output_fired_time: 0.0000000000, propagate_forward_time: 10.7581577301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655775070
validation[          , genome  6638] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:       912.42627, best error:       863.16486 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 135.1383361816s, input_fired_time: 1.3796527386, output_fired_time: 1.2217538357, propagate_forward_time: 50.4626007080, propagate_backward_time: 77.8495864868, weight_update_time: 0.1382636577, other_time: 4.2247390747
epoch time: 11.6795578003s, input_fired_time: 0.1861822903, output_fired_time: 0.0000000000, propagate_forward_time: 10.8961305618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972452164
validation[          , genome  6638] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       925.95874, best error:       863.16486 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 136.0303039551s, input_fired_time: 1.3770444393, output_fired_time: 1.2089488506, propagate_forward_time: 48.5064430237, propagate_backward_time: 81.7172088623, weight_update_time: 0.1375799775, other_time: 3.2206573486
epoch time: 10.3075294495s, input_fired_time: 0.1737170815, output_fired_time: 0.0000000000, propagate_forward_time: 9.5834999084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503120422
validation[          , genome  6638] predictions:    9733/  10000 (97.33%), best:    9736/10000 (97.36%), error:       875.58661, best error:       863.16486 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 136.6808166504s, input_fired_time: 1.3791568279, output_fired_time: 1.2109634876, propagate_forward_time: 48.5576438904, propagate_backward_time: 82.3275299072, weight_update_time: 0.1383438110, other_time: 3.2055206299
epoch time: 11.7095060349s, input_fired_time: 0.1788298786, output_fired_time: 0.0000000000, propagate_forward_time: 10.9552459717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754299164
validation[          , genome  6638] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       936.91663, best error:       863.16486 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 139.8172149658s, input_fired_time: 1.4107941389, output_fired_time: 1.2429326773, propagate_forward_time: 53.8835372925, propagate_backward_time: 79.9717712402, weight_update_time: 0.1388662159, other_time: 3.3081741333
epoch time: 10.2013883591s, input_fired_time: 0.1745068282, output_fired_time: 0.0000000000, propagate_forward_time: 9.4801216125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467596054
validation[          , genome  6638] predictions:    9652/  10000 (96.52%), best:    9736/10000 (97.36%), error:      1141.04492, best error:       863.16486 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 136.2813110352s, input_fired_time: 2.3827087879, output_fired_time: 1.2125307322, propagate_forward_time: 51.6072616577, propagate_backward_time: 77.9128265381, weight_update_time: 0.1371376961, other_time: 3.1659927368
epoch time: 11.7575922012s, input_fired_time: 0.1797300279, output_fired_time: 0.0000000000, propagate_forward_time: 9.9918832779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5859785080
validation[          , genome  6638] predictions:    9675/  10000 (96.75%), best:    9736/10000 (97.36%), error:      1047.27307, best error:       863.16486 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 145.0816192627s, input_fired_time: 1.4649214745, output_fired_time: 1.2913930416, propagate_forward_time: 55.9034194946, propagate_backward_time: 83.0871200562, weight_update_time: 0.1377568692, other_time: 3.3347625732
epoch time: 11.5580959320s, input_fired_time: 0.1791421622, output_fired_time: 0.0000000000, propagate_forward_time: 10.8083505630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706033707
validation[          , genome  6638] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       923.42065, best error:       863.16486 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 144.2613677979s, input_fired_time: 1.4903421402, output_fired_time: 1.3193140030, propagate_forward_time: 54.5043067932, propagate_backward_time: 83.5248413086, weight_update_time: 0.1376957446, other_time: 3.4225616455
epoch time: 10.1463537216s, input_fired_time: 0.1717555076, output_fired_time: 0.0000000000, propagate_forward_time: 9.4125671387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620307922
validation[          , genome  6638] predictions:    9678/  10000 (96.78%), best:    9736/10000 (97.36%), error:      1034.04749, best error:       863.16486 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 136.8985290527s, input_fired_time: 1.3823834658, output_fired_time: 1.2188687325, propagate_forward_time: 52.7119216919, propagate_backward_time: 78.4010467529, weight_update_time: 0.1383521259, other_time: 3.1843032837
epoch time: 11.8801708221s, input_fired_time: 0.1843946576, output_fired_time: 0.0000000000, propagate_forward_time: 11.1061286926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896472931
validation[          , genome  6638] predictions:    9686/  10000 (96.86%), best:    9736/10000 (97.36%), error:      1058.12268, best error:       863.16486 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 135.9911499023s, input_fired_time: 1.3788648844, output_fired_time: 1.2069107294, propagate_forward_time: 52.2767562866, propagate_backward_time: 76.9204025269, weight_update_time: 0.1379107684, other_time: 4.2082214355
epoch time: 10.2085809708s, input_fired_time: 0.1746387929, output_fired_time: 0.0000000000, propagate_forward_time: 9.4716815948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622606277
validation[          , genome  6638] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       853.23138, best error:       853.23138 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 145.3033294678s, input_fired_time: 1.4964598417, output_fired_time: 1.2706713676, propagate_forward_time: 52.5738639832, propagate_backward_time: 85.4756698608, weight_update_time: 0.1395998001, other_time: 4.4866561890
epoch time: 11.6285448074s, input_fired_time: 0.1788860112, output_fired_time: 0.0000000000, propagate_forward_time: 10.8676538467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820045471
validation[          , genome  6638] predictions:    9735/  10000 (97.35%), best:    9739/10000 (97.39%), error:       883.82935, best error:       853.23138 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 145.0028228760s, input_fired_time: 1.4212180376, output_fired_time: 1.2897883654, propagate_forward_time: 54.5921936035, propagate_backward_time: 84.2572860718, weight_update_time: 0.1478636712, other_time: 3.4423294067
epoch time: 12.1822900772s, input_fired_time: 0.1826617271, output_fired_time: 0.0000000000, propagate_forward_time: 11.4041090012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955190659
validation[          , genome  6638] predictions:    9663/  10000 (96.63%), best:    9739/10000 (97.39%), error:      1096.52283, best error:       853.23138 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 136.2422332764s, input_fired_time: 1.3874260187, output_fired_time: 1.2065805197, propagate_forward_time: 50.3378295898, propagate_backward_time: 80.0954513550, weight_update_time: 0.1379484385, other_time: 3.2149581909
epoch time: 10.3734989166s, input_fired_time: 0.1761396080, output_fired_time: 0.0000000000, propagate_forward_time: 9.6358890533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614700317
validation[          , genome  6638] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       848.02686, best error:       848.02686 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 136.3393249512s, input_fired_time: 1.3856152296, output_fired_time: 1.2130123377, propagate_forward_time: 50.6617202759, propagate_backward_time: 79.8943786621, weight_update_time: 0.1377906352, other_time: 3.1845932007
epoch time: 11.4727659225s, input_fired_time: 0.1793200374, output_fired_time: 0.0000000000, propagate_forward_time: 10.7137155533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797300339
validation[          , genome  6638] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       910.29187, best error:       848.02686 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 135.0199127197s, input_fired_time: 1.3877474070, output_fired_time: 1.2068412304, propagate_forward_time: 50.4226226807, propagate_backward_time: 78.8116073608, weight_update_time: 0.1375788897, other_time: 3.1910934448
epoch time: 11.5278635025s, input_fired_time: 0.1798785627, output_fired_time: 0.0000000000, propagate_forward_time: 10.7766418457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713434219
validation[          , genome  6638] predictions:    9634/  10000 (96.34%), best:    9744/10000 (97.44%), error:      1194.79700, best error:       848.02686 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 135.9274749756s, input_fired_time: 1.3793092966, output_fired_time: 1.2058897018, propagate_forward_time: 49.2771759033, propagate_backward_time: 80.8852081299, weight_update_time: 0.1381933540, other_time: 3.1799011230
epoch time: 10.3652782440s, input_fired_time: 0.1782169938, output_fired_time: 0.0000000000, propagate_forward_time: 9.6052494049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818119049
validation[          , genome  6638] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       923.65417, best error:       848.02686 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 136.0524291992s, input_fired_time: 1.3843785524, output_fired_time: 1.2119107246, propagate_forward_time: 49.4271392822, propagate_backward_time: 79.7892532349, weight_update_time: 0.1373903602, other_time: 4.2397384644
epoch time: 11.3187236786s, input_fired_time: 0.1847352982, output_fired_time: 0.0000000000, propagate_forward_time: 10.5432882309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907001495
validation[          , genome  6638] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       931.75262, best error:       848.02686 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 136.6591491699s, input_fired_time: 1.3926546574, output_fired_time: 1.2432852983, propagate_forward_time: 52.7044982910, propagate_backward_time: 77.1176071167, weight_update_time: 0.1392689645, other_time: 4.2011032104
epoch time: 10.3398065567s, input_fired_time: 0.1762978882, output_fired_time: 0.0000000000, propagate_forward_time: 9.6001434326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633649826
validation[          , genome  6638] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       831.43530, best error:       831.43530 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 146.4683532715s, input_fired_time: 1.4623574018, output_fired_time: 1.3151803017, propagate_forward_time: 53.4144287109, propagate_backward_time: 85.8244705200, weight_update_time: 0.1536581069, other_time: 4.4519119263
epoch time: 11.5936374664s, input_fired_time: 0.1825859994, output_fired_time: 0.0000000000, propagate_forward_time: 10.8296537399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813980103
validation[          , genome  6638] predictions:    9739/  10000 (97.39%), best:    9754/10000 (97.54%), error:       887.30939, best error:       831.43530 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 136.8380126953s, input_fired_time: 1.3965708017, output_fired_time: 1.2141209841, propagate_forward_time: 52.6034774780, propagate_backward_time: 78.4150161743, weight_update_time: 0.1384591162, other_time: 3.2088165283
epoch time: 10.0892572403s, input_fired_time: 0.1753039062, output_fired_time: 0.0000000000, propagate_forward_time: 9.3561630249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577907562
validation[          , genome  6638] predictions:    9715/  10000 (97.15%), best:    9754/10000 (97.54%), error:       916.10736, best error:       831.43530 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 146.3794403076s, input_fired_time: 2.4405524731, output_fired_time: 1.3088855743, propagate_forward_time: 53.5853309631, propagate_backward_time: 84.6624755859, weight_update_time: 0.1426295638, other_time: 4.3822021484
epoch time: 10.3222093582s, input_fired_time: 0.1772645414, output_fired_time: 0.0000000000, propagate_forward_time: 9.5810480118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5638971329
validation[          , genome  6638] predictions:    9699/  10000 (96.99%), best:    9754/10000 (97.54%), error:       962.76251, best error:       831.43530 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 135.9003906250s, input_fired_time: 2.4001820087, output_fired_time: 1.2016626596, propagate_forward_time: 49.3746833801, propagate_backward_time: 79.7464370728, weight_update_time: 0.1376043707, other_time: 3.1774368286
epoch time: 11.6776561737s, input_fired_time: 0.1832496077, output_fired_time: 0.0000000000, propagate_forward_time: 10.9106979370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837087631
validation[          , genome  6638] predictions:    9573/  10000 (95.73%), best:    9754/10000 (97.54%), error:      1404.32520, best error:       831.43530 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.2970428467s, input_fired_time: 1.4802103043, output_fired_time: 1.2097294331, propagate_forward_time: 52.3121109009, propagate_backward_time: 76.1119766235, weight_update_time: 0.1373213977, other_time: 3.1830139160
epoch time: 11.5787916183s, input_fired_time: 0.1867682189, output_fired_time: 0.0000000000, propagate_forward_time: 10.7879199982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041030884
validation[          , genome  6638] predictions:    9732/  10000 (97.32%), best:    9754/10000 (97.54%), error:       860.56799, best error:       831.43530 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 136.4868774414s, input_fired_time: 1.3944046497, output_fired_time: 1.2281589508, propagate_forward_time: 49.6120223999, propagate_backward_time: 81.0510864258, weight_update_time: 0.1381039470, other_time: 3.2011947632
epoch time: 10.2793865204s, input_fired_time: 0.1768608838, output_fired_time: 0.0000000000, propagate_forward_time: 9.5398025513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627231598
validation[          , genome  6638] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       915.90540, best error:       831.43530 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 144.9209136963s, input_fired_time: 1.4928086996, output_fired_time: 1.2997024059, propagate_forward_time: 52.7876930237, propagate_backward_time: 86.0205307007, weight_update_time: 0.1386007965, other_time: 3.3201828003
epoch time: 11.0907659531s, input_fired_time: 0.1834329218, output_fired_time: 0.0000000000, propagate_forward_time: 10.3228931427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844402313
validation[          , genome  6638] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       862.78687, best error:       831.43530 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 139.4981994629s, input_fired_time: 1.4139099121, output_fired_time: 1.2300490141, propagate_forward_time: 50.5422019958, propagate_backward_time: 82.0514526367, weight_update_time: 0.1394609362, other_time: 4.2605895996
epoch time: 11.5785799026s, input_fired_time: 0.1799411178, output_fired_time: 0.0000000000, propagate_forward_time: 10.8325185776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661201477
validation[          , genome  6638] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       911.64496, best error:       831.43530 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 144.2946166992s, input_fired_time: 1.4846863747, output_fired_time: 1.2741279602, propagate_forward_time: 52.0535240173, propagate_backward_time: 86.0651702881, weight_update_time: 0.1381087750, other_time: 3.4171142578
epoch time: 16.7658214569s, input_fired_time: 0.2686318457, output_fired_time: 0.0000000000, propagate_forward_time: 15.6519203186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8452701569
validation[          , genome  6638] predictions:    9656/  10000 (96.56%), best:    9754/10000 (97.54%), error:      1106.47888, best error:       831.43530 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 139.4834289551s, input_fired_time: 2.4100849628, output_fired_time: 1.2213784456, propagate_forward_time: 52.4331130981, propagate_backward_time: 80.1740188599, weight_update_time: 0.1386087686, other_time: 3.2448425293
epoch time: 10.2830085754s, input_fired_time: 0.1761005074, output_fired_time: 0.0000000000, propagate_forward_time: 9.5416164398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652914047
validation[          , genome  6638] predictions:    9717/  10000 (97.17%), best:    9754/10000 (97.54%), error:       905.57452, best error:       831.43530 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 136.3977966309s, input_fired_time: 1.4006335735, output_fired_time: 1.2058483362, propagate_forward_time: 50.3216094971, propagate_backward_time: 80.2719192505, weight_update_time: 0.1390333921, other_time: 3.1977920532
epoch time: 11.1711864471s, input_fired_time: 0.1764889508, output_fired_time: 0.0000000000, propagate_forward_time: 10.4252367020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694608688
validation[          , genome  6638] predictions:    9726/  10000 (97.26%), best:    9754/10000 (97.54%), error:       889.50201, best error:       831.43530 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 136.4532623291s, input_fired_time: 1.3977739811, output_fired_time: 1.2126734257, propagate_forward_time: 50.5365676880, propagate_backward_time: 80.1008987427, weight_update_time: 0.1381259114, other_time: 3.2053375244
epoch time: 10.2972698212s, input_fired_time: 0.1803579926, output_fired_time: 0.0000000000, propagate_forward_time: 9.5543270111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5625848770
validation[          , genome  6638] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       952.94391, best error:       831.43530 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.2190551758s, input_fired_time: 1.4935545921, output_fired_time: 1.3668438196, propagate_forward_time: 57.6861190796, propagate_backward_time: 86.1890716553, weight_update_time: 0.1387524009, other_time: 4.4834671021
epoch time: 15.0730113983s, input_fired_time: 0.2855154276, output_fired_time: 0.0000000000, propagate_forward_time: 13.9458236694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8416719437
validation[          , genome  6638] predictions:    9710/  10000 (97.10%), best:    9754/10000 (97.54%), error:       986.32654, best error:       831.43530 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 139.5065307617s, input_fired_time: 1.4353597164, output_fired_time: 1.2621910572, propagate_forward_time: 52.8432731628, propagate_backward_time: 80.6886978149, weight_update_time: 0.1385368854, other_time: 3.2770004272
epoch time: 11.5674734116s, input_fired_time: 0.1808496267, output_fired_time: 0.0000000000, propagate_forward_time: 10.7983274460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882959366
validation[          , genome  6638] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       847.19385, best error:       831.43530 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 136.0847473145s, input_fired_time: 1.4061111212, output_fired_time: 1.2045643330, propagate_forward_time: 52.2597007751, propagate_backward_time: 78.0369720459, weight_update_time: 0.1374807209, other_time: 3.1773986816
epoch time: 10.2376699448s, input_fired_time: 0.1788200587, output_fired_time: 0.0000000000, propagate_forward_time: 9.4887361526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701141357
validation[          , genome  6638] predictions:    9668/  10000 (96.68%), best:    9754/10000 (97.54%), error:      1071.91040, best error:       831.43530 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 135.6686248779s, input_fired_time: 1.4001030922, output_fired_time: 1.2093700171, propagate_forward_time: 51.4332160950, propagate_backward_time: 78.4288101196, weight_update_time: 0.1379475445, other_time: 3.1971359253
epoch time: 11.5910120010s, input_fired_time: 0.1788454652, output_fired_time: 0.0000000000, propagate_forward_time: 10.8389129639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732536316
validation[          , genome  6638] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       868.50250, best error:       831.43530 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.5915985107s, input_fired_time: 2.4136965275, output_fired_time: 1.2178374529, propagate_forward_time: 49.4711723328, propagate_backward_time: 80.2724380493, weight_update_time: 0.1385319233, other_time: 3.2164535522
epoch time: 10.6698265076s, input_fired_time: 0.1848868132, output_fired_time: 0.0000000000, propagate_forward_time: 9.9249162674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600233078
validation[          , genome  6638] predictions:    9713/  10000 (97.13%), best:    9754/10000 (97.54%), error:       917.81030, best error:       831.43530 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 158.3495025635s, input_fired_time: 1.6216487885, output_fired_time: 1.4362965822, propagate_forward_time: 61.4168319702, propagate_backward_time: 90.1405563354, weight_update_time: 0.1615204215, other_time: 3.7341766357
epoch time: 12.3479394913s, input_fired_time: 0.2139050364, output_fired_time: 0.0000000000, propagate_forward_time: 11.4476280212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864061356
validation[          , genome  6638] predictions:    9700/  10000 (97.00%), best:    9754/10000 (97.54%), error:       972.06390, best error:       831.43530 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.8850708008s, input_fired_time: 1.4510427713, output_fired_time: 1.2771494389, propagate_forward_time: 53.7133216858, propagate_backward_time: 84.0622482300, weight_update_time: 0.1524197161, other_time: 3.3813095093
epoch time: 13.3896045685s, input_fired_time: 0.2022165060, output_fired_time: 0.0000000000, propagate_forward_time: 11.5175962448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6697921753
validation[          , genome  6638] predictions:    9696/  10000 (96.96%), best:    9754/10000 (97.54%), error:       982.37372, best error:       831.43530 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 147.2164306641s, input_fired_time: 1.5116314888, output_fired_time: 1.2732596397, propagate_forward_time: 54.6304626465, propagate_backward_time: 86.4204711914, weight_update_time: 0.1376297772, other_time: 3.3806152344
epoch time: 11.5838441849s, input_fired_time: 0.1797329336, output_fired_time: 0.0000000000, propagate_forward_time: 10.8381462097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659646988
validation[          , genome  6638] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       879.31842, best error:       831.43530 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 145.1215209961s, input_fired_time: 1.4751420021, output_fired_time: 1.2905097008, propagate_forward_time: 53.3486709595, propagate_backward_time: 85.6943054199, weight_update_time: 0.1466579735, other_time: 3.3128890991
epoch time: 10.6118650436s, input_fired_time: 0.1815782785, output_fired_time: 0.0000000000, propagate_forward_time: 9.8566637039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736227036
validation[          , genome  6638] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       940.91602, best error:       831.43530 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 137.6644592285s, input_fired_time: 1.3996406794, output_fired_time: 1.2208158970, propagate_forward_time: 53.8686599731, propagate_backward_time: 77.9762191772, weight_update_time: 0.1378023922, other_time: 3.1991271973
epoch time: 11.9333591461s, input_fired_time: 1.1939073801, output_fired_time: 0.0000000000, propagate_forward_time: 10.1476020813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918493271
validation[          , genome  6638] predictions:    9722/  10000 (97.22%), best:    9754/10000 (97.54%), error:       948.87885, best error:       831.43530 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 138.5484771729s, input_fired_time: 1.4011136293, output_fired_time: 1.2302350998, propagate_forward_time: 50.3131370544, propagate_backward_time: 82.2787933350, weight_update_time: 0.1387851685, other_time: 3.3251953125
epoch time: 10.3919334412s, input_fired_time: 0.1791538596, output_fired_time: 0.0000000000, propagate_forward_time: 9.6471385956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656414032
validation[          , genome  6638] predictions:    9714/  10000 (97.14%), best:    9754/10000 (97.54%), error:       965.23279, best error:       831.43530 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 148.0535125732s, input_fired_time: 1.5430911779, output_fired_time: 1.3256477118, propagate_forward_time: 55.2739753723, propagate_backward_time: 86.3478927612, weight_update_time: 0.1466832459, other_time: 3.5629043579
epoch time: 10.7142066956s, input_fired_time: 0.1837226450, output_fired_time: 0.0000000000, propagate_forward_time: 9.7991733551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7313108444
validation[          , genome  6638] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       891.91998, best error:       831.43530 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 139.9385681152s, input_fired_time: 1.4188646078, output_fired_time: 2.2493891716, propagate_forward_time: 53.1437683105, propagate_backward_time: 79.8929061890, weight_update_time: 0.1386366189, other_time: 3.2336349487
epoch time: 11.7404499054s, input_fired_time: 0.1857336462, output_fired_time: 0.0000000000, propagate_forward_time: 10.9577579498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969581604
validation[          , genome  6638] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       879.54968, best error:       831.43530 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 137.0567626953s, input_fired_time: 1.4060744047, output_fired_time: 1.2753003836, propagate_forward_time: 50.6318473816, propagate_backward_time: 79.5263519287, weight_update_time: 0.1383628845, other_time: 4.2171936035
epoch time: 10.2568836212s, input_fired_time: 0.1774126440, output_fired_time: 0.0000000000, propagate_forward_time: 9.5203962326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590744019
validation[          , genome  6638] predictions:    9632/  10000 (96.32%), best:    9754/10000 (97.54%), error:      1198.85425, best error:       831.43530 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 136.0677947998s, input_fired_time: 1.4285598993, output_fired_time: 1.2076070309, propagate_forward_time: 50.3303871155, propagate_backward_time: 79.8759613037, weight_update_time: 0.1380105168, other_time: 3.2252807617
epoch time: 11.6572351456s, input_fired_time: 0.1887225509, output_fired_time: 0.0000000000, propagate_forward_time: 10.8928585052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756540298
validation[          , genome  6638] predictions:    9671/  10000 (96.71%), best:    9754/10000 (97.54%), error:      1104.67834, best error:       831.43530 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 136.9345092773s, input_fired_time: 1.4060266018, output_fired_time: 1.2061755657, propagate_forward_time: 48.5658836365, propagate_backward_time: 82.4750137329, weight_update_time: 0.1382172853, other_time: 3.2814102173
epoch time: 9.7709026337s, input_fired_time: 0.1723067164, output_fired_time: 0.0000000000, propagate_forward_time: 9.0396051407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589904785
validation[          , genome  6638] predictions:    9718/  10000 (97.18%), best:    9754/10000 (97.54%), error:       977.21497, best error:       831.43530 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 139.6819915771s, input_fired_time: 1.4300844669, output_fired_time: 1.2581844330, propagate_forward_time: 50.5362243652, propagate_backward_time: 83.1016921997, weight_update_time: 0.1390944719, other_time: 3.3558120728
epoch time: 11.4946060181s, input_fired_time: 0.1820313483, output_fired_time: 0.0000000000, propagate_forward_time: 10.7247495651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878248215
validation[          , genome  6638] predictions:    9680/  10000 (96.80%), best:    9754/10000 (97.54%), error:      1069.46619, best error:       831.43530 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 140.8816375732s, input_fired_time: 1.4234309196, output_fired_time: 1.2394535542, propagate_forward_time: 51.4181632996, propagate_backward_time: 83.4924468994, weight_update_time: 0.1384591162, other_time: 3.3081359863
epoch time: 10.4289588928s, input_fired_time: 0.1800877899, output_fired_time: 0.0000000000, propagate_forward_time: 9.6215171814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6273536682
validation[          , genome  6638] predictions:    9705/  10000 (97.05%), best:    9754/10000 (97.54%), error:      1014.45044, best error:       831.43530 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 136.2529907227s, input_fired_time: 1.4132549763, output_fired_time: 1.2152329683, propagate_forward_time: 49.4323844910, propagate_backward_time: 80.8447036743, weight_update_time: 0.1394385397, other_time: 3.3474044800
epoch time: 11.4575719833s, input_fired_time: 0.1834470332, output_fired_time: 0.0000000000, propagate_forward_time: 9.7758188248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4983062744
validation[          , genome  6638] predictions:    9697/  10000 (96.97%), best:    9754/10000 (97.54%), error:       988.10126, best error:       831.43530 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.6481475830s, input_fired_time: 1.4030200243, output_fired_time: 1.2184393406, propagate_forward_time: 48.2278862000, propagate_backward_time: 80.5192184448, weight_update_time: 0.1396212578, other_time: 3.2795791626
epoch time: 11.7774553299s, input_fired_time: 0.1906377524, output_fired_time: 0.0000000000, propagate_forward_time: 10.9783668518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084508896
validation[          , genome  6638] predictions:    9738/  10000 (97.38%), best:    9754/10000 (97.54%), error:       899.79779, best error:       831.43530 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 136.4067535400s, input_fired_time: 1.4045042992, output_fired_time: 1.2126736641, propagate_forward_time: 53.4357948303, propagate_backward_time: 76.0908966064, weight_update_time: 0.1376820654, other_time: 4.2628784180
epoch time: 10.2564773560s, input_fired_time: 0.1774644405, output_fired_time: 0.0000000000, propagate_forward_time: 9.5107593536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682535172
validation[          , genome  6638] predictions:    9711/  10000 (97.11%), best:    9754/10000 (97.54%), error:       957.81506, best error:       831.43530 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 136.6416473389s, input_fired_time: 1.4047665596, output_fired_time: 2.2255949974, propagate_forward_time: 51.6056861877, propagate_backward_time: 78.1830978394, weight_update_time: 0.1392255276, other_time: 3.2224960327
epoch time: 11.5266189575s, input_fired_time: 0.1857189834, output_fired_time: 0.0000000000, propagate_forward_time: 10.7091283798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317720413
validation[          , genome  6638] predictions:    9641/  10000 (96.41%), best:    9754/10000 (97.54%), error:      1154.71094, best error:       831.43530 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 140.2354431152s, input_fired_time: 1.5115346909, output_fired_time: 1.2591725588, propagate_forward_time: 54.1856498718, propagate_backward_time: 79.9438171387, weight_update_time: 0.1476016641, other_time: 3.3352661133
epoch time: 10.2037439346s, input_fired_time: 0.1792452037, output_fired_time: 0.0000000000, propagate_forward_time: 9.4516763687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5728225708
validation[          , genome  6638] predictions:    9713/  10000 (97.13%), best:    9754/10000 (97.54%), error:       965.53223, best error:       831.43530 on epoch:    65, 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: 55.1856155396s, input_fired_time: 0.8940362334, output_fired_time: 0.0000000000, propagate_forward_time: 51.2411956787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0503845215
best training[          , genome  6638] predictions:   49433/  50000 (98.87%), best:    9754/10000 (97.54%), error:      2206.52563, best error:       831.43530 on epoch:    65, 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: 10.5795392990s, input_fired_time: 0.1811721623, output_fired_time: 0.0000000000, propagate_forward_time: 9.8026590347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957078934
   testing[          , genome  6638] predictions:    9765/  10000 (97.65%), best:    9754/10000 (97.54%), error:       765.97766, best error:       831.43530 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:09:42 (4808): called boinc_finish(0)

</stderr_txt>
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