Nameexact_genome_1512568488_43_7062_0
Workunit2606568
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:41:48 UTC
Report deadline17 Dec 2017, 17:27:55 UTC
Received9 Dec 2017, 3:25:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time4 hours 53 min 49 sec
CPU time4 hours 53 min 44 sec
Validate stateValid
Credit2,435.09
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.42 MB
Peak swap size153.78 MB
Peak disk usage2.07 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.52%), best:    9752/10000 (97.52%), error:       864.94800, best error:       864.94800 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 160.3153228760s, input_fired_time: 1.4008991718, output_fired_time: 1.3003780842, propagate_forward_time: 61.9686965942, propagate_backward_time: 92.8369903564, weight_update_time: 0.1713404804, other_time: 2.8083572388
epoch time: 13.0603399277s, input_fired_time: 0.1692165583, output_fired_time: 0.0000000000, propagate_forward_time: 12.3899574280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011663437
validation[          , genome  7062] predictions:    9699/  10000 (96.99%), best:    9752/10000 (97.52%), error:       987.43335, best error:       864.94800 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 160.4394378662s, input_fired_time: 1.4018496275, output_fired_time: 1.3078110218, propagate_forward_time: 61.9890899658, propagate_backward_time: 92.9271774292, weight_update_time: 0.1728483140, other_time: 2.8134994507
epoch time: 13.0967779160s, input_fired_time: 0.1706364453, output_fired_time: 0.0000000000, propagate_forward_time: 12.4102964401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158452988
validation[          , genome  7062] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       923.46533, best error:       864.94800 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 160.5671997070s, input_fired_time: 1.3890993595, output_fired_time: 1.3067476749, propagate_forward_time: 61.9889335632, propagate_backward_time: 93.1049499512, weight_update_time: 0.1710009575, other_time: 2.7774658203
epoch time: 13.1136817932s, input_fired_time: 0.1719195843, output_fired_time: 0.0000000000, propagate_forward_time: 12.4436416626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981203079
validation[          , genome  7062] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       918.80994, best error:       864.94800 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 160.1940612793s, input_fired_time: 1.3918371201, output_fired_time: 1.3046084642, propagate_forward_time: 61.9713859558, propagate_backward_time: 92.7428283691, weight_update_time: 0.1719752103, other_time: 2.7834014893
epoch time: 13.0444774628s, input_fired_time: 0.1705288589, output_fired_time: 0.0000000000, propagate_forward_time: 12.3759040833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980449677
validation[          , genome  7062] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       857.99170, best error:       857.99170 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 160.9412384033s, input_fired_time: 1.4293684959, output_fired_time: 1.3091249466, propagate_forward_time: 62.1088943481, propagate_backward_time: 93.2033767700, weight_update_time: 0.1747162640, other_time: 2.8904724121
epoch time: 13.1453981400s, input_fired_time: 0.1743445694, output_fired_time: 0.0000000000, propagate_forward_time: 12.4553966522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156564713
validation[          , genome  7062] predictions:    9710/  10000 (97.10%), best:    9742/10000 (97.42%), error:       935.13959, best error:       857.99170 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 160.3016510010s, input_fired_time: 1.3993723392, output_fired_time: 1.3085254431, propagate_forward_time: 61.8490333557, propagate_backward_time: 92.9563827515, weight_update_time: 0.1706011742, other_time: 2.7883377075
epoch time: 13.0127172470s, input_fired_time: 0.1704181880, output_fired_time: 0.0000000000, propagate_forward_time: 12.3382453918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040540695
validation[          , genome  7062] predictions:    9720/  10000 (97.20%), best:    9742/10000 (97.42%), error:       926.72003, best error:       857.99170 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 160.8824157715s, input_fired_time: 1.4278966188, output_fired_time: 1.3093373775, propagate_forward_time: 62.0531959534, propagate_backward_time: 93.2046966553, weight_update_time: 0.1749794334, other_time: 2.8872833252
epoch time: 13.0621480942s, input_fired_time: 0.1718179733, output_fired_time: 0.0000000000, propagate_forward_time: 12.3726606369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176696777
validation[          , genome  7062] predictions:    9705/  10000 (97.05%), best:    9742/10000 (97.42%), error:       911.57336, best error:       857.99170 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 160.5182037354s, input_fired_time: 1.4012953043, output_fired_time: 1.3051748276, propagate_forward_time: 62.0371665955, propagate_backward_time: 92.9748229980, weight_update_time: 0.1713306755, other_time: 2.7997436523
epoch time: 13.0757436752s, input_fired_time: 0.1709913909, output_fired_time: 0.0000000000, propagate_forward_time: 12.4056692123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990835190
validation[          , genome  7062] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       807.22388, best error:       807.22388 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 160.8433685303s, input_fired_time: 1.4300682545, output_fired_time: 1.3105154037, propagate_forward_time: 62.0605964661, propagate_backward_time: 93.1458663940, weight_update_time: 0.1756956577, other_time: 2.8963241577
epoch time: 13.1314802170s, input_fired_time: 0.1744902134, output_fired_time: 0.0000000000, propagate_forward_time: 12.4394483566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175418854
validation[          , genome  7062] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       859.35535, best error:       807.22388 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 160.5793914795s, input_fired_time: 1.4069964886, output_fired_time: 1.3086757660, propagate_forward_time: 62.0236740112, propagate_backward_time: 93.0232238770, weight_update_time: 0.1720944941, other_time: 2.8168258667
epoch time: 13.1565885544s, input_fired_time: 0.1759399325, output_fired_time: 0.0000000000, propagate_forward_time: 12.4637365341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169124603
validation[          , genome  7062] predictions:    9735/  10000 (97.35%), best:    9749/10000 (97.49%), error:       880.00220, best error:       807.22388 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 160.7680053711s, input_fired_time: 1.3991842270, output_fired_time: 1.3075419664, propagate_forward_time: 62.0938529968, propagate_backward_time: 93.1849441528, weight_update_time: 0.1724981666, other_time: 2.7824783325
epoch time: 13.0732011795s, input_fired_time: 0.1715672463, output_fired_time: 0.0000000000, propagate_forward_time: 12.4025239944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991102219
validation[          , genome  7062] predictions:    9708/  10000 (97.08%), best:    9749/10000 (97.49%), error:       918.10773, best error:       807.22388 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 160.7693786621s, input_fired_time: 1.4368494749, output_fired_time: 1.3062281609, propagate_forward_time: 62.0978050232, propagate_backward_time: 93.0292358398, weight_update_time: 0.1758716404, other_time: 2.8992614746
epoch time: 13.1084852219s, input_fired_time: 0.1764568239, output_fired_time: 0.0000000000, propagate_forward_time: 12.4135236740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185050964
validation[          , genome  7062] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       844.60480, best error:       807.22388 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 159.9139404297s, input_fired_time: 1.3958817720, output_fired_time: 1.3012857437, propagate_forward_time: 61.8089561462, propagate_backward_time: 92.6267623901, weight_update_time: 0.1708423942, other_time: 2.7810440063
epoch time: 13.0118179321s, input_fired_time: 0.1713639051, output_fired_time: 0.0000000000, propagate_forward_time: 12.3409481049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995059967
validation[          , genome  7062] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       843.51025, best error:       807.22388 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 160.0135345459s, input_fired_time: 1.4296846390, output_fired_time: 1.2983413935, propagate_forward_time: 61.8139381409, propagate_backward_time: 92.5779724121, weight_update_time: 0.1750994325, other_time: 2.8936004639
epoch time: 12.9930000305s, input_fired_time: 0.1763141453, output_fired_time: 0.0000000000, propagate_forward_time: 12.3019857407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146999359
validation[          , genome  7062] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       848.58179, best error:       807.22388 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 160.5352935791s, input_fired_time: 1.4331959486, output_fired_time: 1.3046425581, propagate_forward_time: 61.9484176636, propagate_backward_time: 92.9658584595, weight_update_time: 0.1746350080, other_time: 2.8831787109
epoch time: 12.9947299957s, input_fired_time: 0.1744919568, output_fired_time: 0.0000000000, propagate_forward_time: 12.3041172028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161209106
validation[          , genome  7062] predictions:    9697/  10000 (96.97%), best:    9749/10000 (97.49%), error:       976.57886, best error:       807.22388 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 160.6445465088s, input_fired_time: 1.4347506762, output_fired_time: 1.3131436110, propagate_forward_time: 61.9404144287, propagate_backward_time: 93.0671005249, weight_update_time: 0.1762853563, other_time: 2.8891372681
epoch time: 13.0979166031s, input_fired_time: 0.1762364060, output_fired_time: 0.0000000000, propagate_forward_time: 12.4048290253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168514252
validation[          , genome  7062] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       865.62164, best error:       807.22388 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 160.7402648926s, input_fired_time: 1.4355103970, output_fired_time: 1.2998472452, propagate_forward_time: 61.9855766296, propagate_backward_time: 93.1288986206, weight_update_time: 0.1741541028, other_time: 2.8904190063
epoch time: 13.1063966751s, input_fired_time: 0.1772679836, output_fired_time: 0.0000000000, propagate_forward_time: 12.4054880142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236406326
validation[          , genome  7062] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       738.96094, best error:       738.96094 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 160.8338928223s, input_fired_time: 1.4087558985, output_fired_time: 1.3064005375, propagate_forward_time: 62.0701408386, propagate_backward_time: 93.2446212769, weight_update_time: 0.1732033789, other_time: 2.8039779663
epoch time: 13.1183271408s, input_fired_time: 0.1713130027, output_fired_time: 0.0000000000, propagate_forward_time: 12.4477357864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992780685
validation[          , genome  7062] predictions:    9769/  10000 (97.69%), best:    9771/10000 (97.71%), error:       779.75183, best error:       738.96094 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 160.8901824951s, input_fired_time: 1.4296034575, output_fired_time: 1.3116636276, propagate_forward_time: 62.0731849670, propagate_backward_time: 93.1819076538, weight_update_time: 0.1767110378, other_time: 2.8938369751
epoch time: 13.1229734421s, input_fired_time: 0.1758100092, output_fired_time: 0.0000000000, propagate_forward_time: 12.4315299988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156335831
validation[          , genome  7062] predictions:    9747/  10000 (97.47%), best:    9771/10000 (97.71%), error:       803.24860, best error:       738.96094 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 160.0226440430s, input_fired_time: 1.4068672657, output_fired_time: 1.2994080782, propagate_forward_time: 61.8232383728, propagate_backward_time: 92.6912231445, weight_update_time: 0.1713515818, other_time: 2.8019104004
epoch time: 13.0311441422s, input_fired_time: 0.1716424227, output_fired_time: 0.0000000000, propagate_forward_time: 12.3609189987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985828400
validation[          , genome  7062] predictions:    9741/  10000 (97.41%), best:    9771/10000 (97.71%), error:       813.84644, best error:       738.96094 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 160.6765289307s, input_fired_time: 1.4349079132, output_fired_time: 1.3071774244, propagate_forward_time: 62.0486106873, propagate_backward_time: 92.9886932373, weight_update_time: 0.1756324917, other_time: 2.8971405029
epoch time: 13.0787858963s, input_fired_time: 0.1731669307, output_fired_time: 0.0000000000, propagate_forward_time: 12.3982582092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073604584
validation[          , genome  7062] predictions:    9704/  10000 (97.04%), best:    9771/10000 (97.71%), error:       983.14484, best error:       738.96094 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 159.6199951172s, input_fired_time: 1.3970067501, output_fired_time: 1.2976735830, propagate_forward_time: 61.5428543091, propagate_backward_time: 92.5859222412, weight_update_time: 0.1711966395, other_time: 2.7965469360
epoch time: 12.9221868515s, input_fired_time: 0.1720409542, output_fired_time: 0.0000000000, propagate_forward_time: 12.2528858185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972600937
validation[          , genome  7062] predictions:    9725/  10000 (97.25%), best:    9771/10000 (97.71%), error:       852.98938, best error:       738.96094 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 161.0688476563s, input_fired_time: 1.4362984896, output_fired_time: 1.3109390736, propagate_forward_time: 62.1468734741, propagate_backward_time: 93.2845993042, weight_update_time: 0.1745356172, other_time: 2.8901367188
epoch time: 13.1813507080s, input_fired_time: 0.1772577763, output_fired_time: 0.0000000000, propagate_forward_time: 12.4874734879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166196823
validation[          , genome  7062] predictions:    9699/  10000 (96.99%), best:    9771/10000 (97.71%), error:       942.11981, best error:       738.96094 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 160.5715026855s, input_fired_time: 1.4083896875, output_fired_time: 1.3267884254, propagate_forward_time: 61.9797782898, propagate_backward_time: 93.0582733154, weight_update_time: 0.1726908535, other_time: 2.7982788086
epoch time: 13.0647630692s, input_fired_time: 0.1718136519, output_fired_time: 0.0000000000, propagate_forward_time: 12.3924970627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004520416
validation[          , genome  7062] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       788.74182, best error:       738.96094 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 161.0467834473s, input_fired_time: 1.4139831066, output_fired_time: 1.3079370260, propagate_forward_time: 62.2130584717, propagate_backward_time: 93.2951126099, weight_update_time: 0.1750374138, other_time: 2.8166885376
epoch time: 13.1257133484s, input_fired_time: 0.1732160449, output_fired_time: 0.0000000000, propagate_forward_time: 12.4533290863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991683960
validation[          , genome  7062] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       831.76910, best error:       738.96094 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 160.0245666504s, input_fired_time: 1.4084196091, output_fired_time: 1.2977530956, propagate_forward_time: 61.7914810181, propagate_backward_time: 92.7387084961, weight_update_time: 0.1718837917, other_time: 2.7882003784
epoch time: 13.0505609512s, input_fired_time: 0.1723360717, output_fired_time: 0.0000000000, propagate_forward_time: 12.3800811768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981441498
validation[          , genome  7062] predictions:    9788/  10000 (97.88%), best:    9771/10000 (97.71%), error:       745.92651, best error:       738.96094 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 160.6275329590s, input_fired_time: 1.4303324223, output_fired_time: 1.3115319014, propagate_forward_time: 62.0293807983, propagate_backward_time: 92.9640426636, weight_update_time: 0.1758978367, other_time: 2.8922424316
epoch time: 13.0724620819s, input_fired_time: 0.1753436327, output_fired_time: 0.0000000000, propagate_forward_time: 12.3813199997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157985687
validation[          , genome  7062] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:       861.96637, best error:       738.96094 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 159.7554473877s, input_fired_time: 1.4050478935, output_fired_time: 1.3028622866, propagate_forward_time: 61.5804824829, propagate_backward_time: 92.6651916504, weight_update_time: 0.1729524881, other_time: 2.8018722534
epoch time: 12.9830322266s, input_fired_time: 0.1712973267, output_fired_time: 0.0000000000, propagate_forward_time: 12.3147602081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969749451
validation[          , genome  7062] predictions:    9710/  10000 (97.10%), best:    9771/10000 (97.71%), error:       923.88617, best error:       738.96094 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 160.0054931641s, input_fired_time: 1.4269068241, output_fired_time: 1.3027515411, propagate_forward_time: 61.7339096069, propagate_backward_time: 92.6993637085, weight_update_time: 0.1726831496, other_time: 2.8425598145
epoch time: 13.0275230408s, input_fired_time: 0.1725321412, output_fired_time: 0.0000000000, propagate_forward_time: 12.3540563583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009346008
validation[          , genome  7062] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       726.53479, best error:       726.53479 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 160.1299285889s, input_fired_time: 1.4350624084, output_fired_time: 1.3004784584, propagate_forward_time: 61.8417015076, propagate_backward_time: 92.6633300781, weight_update_time: 0.1750973165, other_time: 2.8893585205
epoch time: 13.0928602219s, input_fired_time: 0.1767938137, output_fired_time: 0.0000000000, propagate_forward_time: 12.3991632462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169029236
validation[          , genome  7062] predictions:    9667/  10000 (96.67%), best:    9759/10000 (97.59%), error:       984.44403, best error:       726.53479 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 160.6405639648s, input_fired_time: 1.4367728233, output_fired_time: 1.3025888205, propagate_forward_time: 62.0539283752, propagate_backward_time: 92.9581604004, weight_update_time: 0.1762142777, other_time: 2.8891296387
epoch time: 13.0474185944s, input_fired_time: 0.1724445969, output_fired_time: 0.0000000000, propagate_forward_time: 12.3785610199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964132309
validation[          , genome  7062] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       773.65491, best error:       726.53479 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 160.4070892334s, input_fired_time: 1.4358692169, output_fired_time: 1.3016730547, propagate_forward_time: 61.9358177185, propagate_backward_time: 92.8426971436, weight_update_time: 0.1746196449, other_time: 2.8910369873
epoch time: 13.0915708542s, input_fired_time: 0.1782154292, output_fired_time: 0.0000000000, propagate_forward_time: 12.3976917267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156641006
validation[          , genome  7062] predictions:    9762/  10000 (97.62%), best:    9759/10000 (97.59%), error:       783.80353, best error:       726.53479 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 160.6165924072s, input_fired_time: 1.4445741177, output_fired_time: 1.3047569990, propagate_forward_time: 62.0738639832, propagate_backward_time: 92.8998565674, weight_update_time: 0.1751554906, other_time: 2.8935241699
epoch time: 13.1397123337s, input_fired_time: 0.1771235764, output_fired_time: 0.0000000000, propagate_forward_time: 12.4468126297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157756805
validation[          , genome  7062] predictions:    9732/  10000 (97.32%), best:    9759/10000 (97.59%), error:       851.18243, best error:       726.53479 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 160.6159515381s, input_fired_time: 1.4337742329, output_fired_time: 1.3074288368, propagate_forward_time: 62.0264549255, propagate_backward_time: 92.9857864380, weight_update_time: 0.1729683727, other_time: 2.8624954224
epoch time: 13.1051311493s, input_fired_time: 0.1763346642, output_fired_time: 0.0000000000, propagate_forward_time: 12.4129734039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158233643
validation[          , genome  7062] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       779.43182, best error:       726.53479 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 160.3226470947s, input_fired_time: 1.4087947607, output_fired_time: 1.3039857149, propagate_forward_time: 61.9720001221, propagate_backward_time: 92.8450851440, weight_update_time: 0.1719500273, other_time: 2.7927780151
epoch time: 13.0713376999s, input_fired_time: 0.1728063375, output_fired_time: 0.0000000000, propagate_forward_time: 12.3972721100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012588501
validation[          , genome  7062] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       882.37134, best error:       726.53479 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 160.5540466309s, input_fired_time: 1.4299962521, output_fired_time: 1.3045864105, propagate_forward_time: 61.9502258301, propagate_backward_time: 92.9982452393, weight_update_time: 0.1743005812, other_time: 2.8710021973
epoch time: 12.9305114746s, input_fired_time: 0.1725064963, output_fired_time: 0.0000000000, propagate_forward_time: 12.2606611252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973440170
validation[          , genome  7062] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       760.80371, best error:       726.53479 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 161.0786132813s, input_fired_time: 1.4084502459, output_fired_time: 1.3133873940, propagate_forward_time: 62.2253417969, propagate_backward_time: 93.3442001343, weight_update_time: 0.1727927029, other_time: 2.7872390747
epoch time: 13.1375885010s, input_fired_time: 0.1738900989, output_fired_time: 0.0000000000, propagate_forward_time: 12.4649314880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987668991
validation[          , genome  7062] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       904.58441, best error:       726.53479 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 160.5415802002s, input_fired_time: 1.4402064085, output_fired_time: 1.3013981581, propagate_forward_time: 62.0351104736, propagate_backward_time: 92.8724288940, weight_update_time: 0.1743002832, other_time: 2.8924484253
epoch time: 13.0802917480s, input_fired_time: 0.1757810712, output_fired_time: 0.0000000000, propagate_forward_time: 12.3935709000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109395981
validation[          , genome  7062] predictions:    9775/  10000 (97.75%), best:    9759/10000 (97.59%), error:       735.40143, best error:       726.53479 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 160.5848693848s, input_fired_time: 1.4375523329, output_fired_time: 1.3083004951, propagate_forward_time: 61.9851799011, propagate_backward_time: 92.9684524536, weight_update_time: 0.1757260561, other_time: 2.8853836060
epoch time: 13.1276569366s, input_fired_time: 0.1757400334, output_fired_time: 0.0000000000, propagate_forward_time: 12.4451360703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067806244
validation[          , genome  7062] predictions:    9769/  10000 (97.69%), best:    9759/10000 (97.59%), error:       735.25330, best error:       726.53479 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 161.3167419434s, input_fired_time: 1.4424451590, output_fired_time: 1.3134058714, propagate_forward_time: 62.2826004028, propagate_backward_time: 93.3807373047, weight_update_time: 0.1765218228, other_time: 2.8975601196
epoch time: 13.0133733749s, input_fired_time: 0.1759250164, output_fired_time: 0.0000000000, propagate_forward_time: 12.3231010437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143470764
validation[          , genome  7062] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       765.80743, best error:       726.53479 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 161.0569915771s, input_fired_time: 1.4162979126, output_fired_time: 1.3089610338, propagate_forward_time: 62.1847076416, propagate_backward_time: 93.3314895630, weight_update_time: 0.1741345376, other_time: 2.8155288696
epoch time: 13.1403303146s, input_fired_time: 0.1750702858, output_fired_time: 0.0000000000, propagate_forward_time: 12.4637203217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015392303
validation[          , genome  7062] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       783.96021, best error:       726.53479 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 159.8212280273s, input_fired_time: 1.4018584490, output_fired_time: 1.2948703766, propagate_forward_time: 61.7912216187, propagate_backward_time: 92.5583419800, weight_update_time: 0.1714237481, other_time: 2.7749328613
epoch time: 13.0250673294s, input_fired_time: 0.1722036153, output_fired_time: 0.0000000000, propagate_forward_time: 12.3546466827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982166290
validation[          , genome  7062] predictions:    9722/  10000 (97.22%), best:    9759/10000 (97.59%), error:       834.72833, best error:       726.53479 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 160.3805236816s, input_fired_time: 1.4429802895, output_fired_time: 1.2998245955, propagate_forward_time: 61.9697799683, propagate_backward_time: 92.7651519775, weight_update_time: 0.1741767079, other_time: 2.9027938843
epoch time: 13.1149225235s, input_fired_time: 0.1788903177, output_fired_time: 0.0000000000, propagate_forward_time: 12.4186525345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173797607
validation[          , genome  7062] predictions:    9747/  10000 (97.47%), best:    9759/10000 (97.59%), error:       767.38306, best error:       726.53479 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 160.3138580322s, input_fired_time: 1.4377771616, output_fired_time: 1.3006865978, propagate_forward_time: 61.8449058533, propagate_backward_time: 92.8616867065, weight_update_time: 0.1740028709, other_time: 2.8687973022
epoch time: 13.0606927872s, input_fired_time: 0.1763273925, output_fired_time: 0.0000000000, propagate_forward_time: 12.3683996201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159654617
validation[          , genome  7062] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       835.98663, best error:       726.53479 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 160.4232177734s, input_fired_time: 1.4298534393, output_fired_time: 1.3093330860, propagate_forward_time: 61.8977966309, propagate_backward_time: 92.9441757202, weight_update_time: 0.1738300771, other_time: 2.8420639038
epoch time: 13.0329666138s, input_fired_time: 0.1782158613, output_fired_time: 0.0000000000, propagate_forward_time: 12.3403320313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144186020
validation[          , genome  7062] predictions:    9762/  10000 (97.62%), best:    9759/10000 (97.59%), error:       783.78235, best error:       726.53479 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 161.1176910400s, input_fired_time: 1.4468371868, output_fired_time: 1.3075200319, propagate_forward_time: 62.1957550049, propagate_backward_time: 93.2784881592, weight_update_time: 0.1753366143, other_time: 2.8890838623
epoch time: 13.1820087433s, input_fired_time: 0.1777809709, output_fired_time: 0.0000000000, propagate_forward_time: 12.4862346649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179929733
validation[          , genome  7062] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       796.52667, best error:       726.53479 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 161.6479949951s, input_fired_time: 1.4205249548, output_fired_time: 1.3210959435, propagate_forward_time: 62.4326553345, propagate_backward_time: 93.6657180786, weight_update_time: 0.1744658053, other_time: 2.8079986572
epoch time: 13.1723794937s, input_fired_time: 0.1745060235, output_fired_time: 0.0000000000, propagate_forward_time: 12.4984045029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994688034
validation[          , genome  7062] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       771.23779, best error:       726.53479 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 160.5793457031s, input_fired_time: 1.4394793510, output_fired_time: 1.3123352528, propagate_forward_time: 61.8683624268, propagate_backward_time: 93.0762481689, weight_update_time: 0.1751610190, other_time: 2.8829193115
epoch time: 13.0867576599s, input_fired_time: 0.1768608838, output_fired_time: 0.0000000000, propagate_forward_time: 12.3973388672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125579834
validation[          , genome  7062] predictions:    9766/  10000 (97.66%), best:    9759/10000 (97.59%), error:       746.91614, best error:       726.53479 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 160.6986541748s, input_fired_time: 1.4168108702, output_fired_time: 1.3086254597, propagate_forward_time: 62.1578025818, propagate_backward_time: 93.0228424072, weight_update_time: 0.1713132113, other_time: 2.7925720215
epoch time: 13.0967855453s, input_fired_time: 0.1766747087, output_fired_time: 0.0000000000, propagate_forward_time: 12.4184970856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016136169
validation[          , genome  7062] predictions:    9767/  10000 (97.67%), best:    9759/10000 (97.59%), error:       753.79730, best error:       726.53479 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 160.9903717041s, input_fired_time: 1.4139834642, output_fired_time: 1.3077536821, propagate_forward_time: 62.1169853210, propagate_backward_time: 93.3689575195, weight_update_time: 0.1733114272, other_time: 2.7826843262
epoch time: 13.1242179871s, input_fired_time: 0.1753393561, output_fired_time: 0.0000000000, propagate_forward_time: 12.4495048523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993734360
validation[          , genome  7062] predictions:    9766/  10000 (97.66%), best:    9759/10000 (97.59%), error:       773.84686, best error:       726.53479 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 160.0180969238s, input_fired_time: 1.4123569727, output_fired_time: 1.2951993942, propagate_forward_time: 61.8573875427, propagate_backward_time: 92.6752166748, weight_update_time: 0.1716101766, other_time: 2.7779388428
epoch time: 13.1010684967s, input_fired_time: 0.1735949218, output_fired_time: 0.0000000000, propagate_forward_time: 12.4246406555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028333664
validation[          , genome  7062] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       772.64789, best error:       726.53479 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 160.6041717529s, input_fired_time: 1.4462419748, output_fired_time: 1.3085765839, propagate_forward_time: 61.9282913208, propagate_backward_time: 93.0359725952, weight_update_time: 0.1761334389, other_time: 2.8850860596
epoch time: 13.0775775909s, input_fired_time: 0.1758460253, output_fired_time: 0.0000000000, propagate_forward_time: 12.3863697052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153617859
validation[          , genome  7062] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       795.91528, best error:       726.53479 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 160.4455871582s, input_fired_time: 1.4170544147, output_fired_time: 1.3081841469, propagate_forward_time: 61.9245986938, propagate_backward_time: 93.0157623291, weight_update_time: 0.1728401631, other_time: 2.7799911499
epoch time: 13.0505247116s, input_fired_time: 0.1742886156, output_fired_time: 0.0000000000, propagate_forward_time: 12.3818387985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943971634
validation[          , genome  7062] predictions:    9769/  10000 (97.69%), best:    9759/10000 (97.59%), error:       740.56378, best error:       726.53479 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 160.7367401123s, input_fired_time: 1.4356915951, output_fired_time: 1.3083767891, propagate_forward_time: 62.0097465515, propagate_backward_time: 93.1332702637, weight_update_time: 0.1740128249, other_time: 2.8496551514
epoch time: 13.0972747803s, input_fired_time: 0.1749100983, output_fired_time: 0.0000000000, propagate_forward_time: 12.4190673828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032968521
validation[          , genome  7062] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       803.85553, best error:       726.53479 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 159.2660827637s, input_fired_time: 1.4065136909, output_fired_time: 1.2934530973, propagate_forward_time: 61.4811477661, propagate_backward_time: 92.3079223633, weight_update_time: 0.1704469621, other_time: 2.7770462036
epoch time: 13.0054607391s, input_fired_time: 0.1765277237, output_fired_time: 0.0000000000, propagate_forward_time: 12.3139686584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149641037
validation[          , genome  7062] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       786.75507, best error:       726.53479 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 159.8002471924s, input_fired_time: 1.4426777363, output_fired_time: 1.3008488417, propagate_forward_time: 61.7288627625, propagate_backward_time: 92.4455795288, weight_update_time: 0.1748933941, other_time: 2.8822860718
epoch time: 13.1115455627s, input_fired_time: 0.1766068339, output_fired_time: 0.0000000000, propagate_forward_time: 12.4257593155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091791153
validation[          , genome  7062] predictions:    9748/  10000 (97.48%), best:    9759/10000 (97.59%), error:       812.95404, best error:       726.53479 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 160.6100006104s, input_fired_time: 1.4424639940, output_fired_time: 1.3094955683, propagate_forward_time: 61.9462051392, propagate_backward_time: 93.0303039551, weight_update_time: 0.1756072640, other_time: 2.8815383911
epoch time: 13.0697984695s, input_fired_time: 0.1775580496, output_fired_time: 0.0000000000, propagate_forward_time: 12.3786907196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135498047
validation[          , genome  7062] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       839.23645, best error:       726.53479 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 160.5817260742s, input_fired_time: 1.4417006969, output_fired_time: 1.3001152277, propagate_forward_time: 62.0609207153, propagate_backward_time: 92.9134902954, weight_update_time: 0.1752394885, other_time: 2.8655090332
epoch time: 13.1466751099s, input_fired_time: 0.1781423688, output_fired_time: 0.0000000000, propagate_forward_time: 12.4518537521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166788101
validation[          , genome  7062] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       907.26587, best error:       726.53479 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 160.3441314697s, input_fired_time: 1.4209231138, output_fired_time: 1.3046268225, propagate_forward_time: 61.9292259216, propagate_backward_time: 92.8812484741, weight_update_time: 0.1727291793, other_time: 2.8080978394
epoch time: 13.1040449142s, input_fired_time: 0.1784892678, output_fired_time: 0.0000000000, propagate_forward_time: 12.4085950851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169601440
validation[          , genome  7062] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       796.24725, best error:       726.53479 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 160.0499267578s, input_fired_time: 1.4215637445, output_fired_time: 1.3002687693, propagate_forward_time: 61.8203659058, propagate_backward_time: 92.7026367188, weight_update_time: 0.1718339622, other_time: 2.8050918579
epoch time: 13.0553197861s, input_fired_time: 0.1781119853, output_fired_time: 0.0000000000, propagate_forward_time: 12.3784694672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987382889
validation[          , genome  7062] predictions:    9767/  10000 (97.67%), best:    9759/10000 (97.59%), error:       737.19690, best error:       726.53479 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 160.6955261230s, input_fired_time: 1.4295755625, output_fired_time: 1.3060055971, propagate_forward_time: 62.0371665955, propagate_backward_time: 93.1012191772, weight_update_time: 0.1725240499, other_time: 2.8215560913
epoch time: 13.0359010696s, input_fired_time: 0.1764764488, output_fired_time: 0.0000000000, propagate_forward_time: 12.3599596024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994649887
validation[          , genome  7062] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       752.71143, best error:       726.53479 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 159.6890563965s, input_fired_time: 1.4394452572, output_fired_time: 1.2966666222, propagate_forward_time: 61.6294364929, propagate_backward_time: 92.4485855103, weight_update_time: 0.1728145331, other_time: 2.8749313354
epoch time: 12.9804496765s, input_fired_time: 0.1776400506, output_fired_time: 0.0000000000, propagate_forward_time: 12.2868518829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159578323
validation[          , genome  7062] predictions:    9762/  10000 (97.62%), best:    9759/10000 (97.59%), error:       776.65198, best error:       726.53479 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 161.0239105225s, input_fired_time: 1.4487694502, output_fired_time: 1.3105949163, propagate_forward_time: 62.1552352905, propagate_backward_time: 93.2182312012, weight_update_time: 0.1753542125, other_time: 2.8910751343
epoch time: 12.9819478989s, input_fired_time: 0.1782449335, output_fired_time: 0.0000000000, propagate_forward_time: 12.2890787125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146245956
validation[          , genome  7062] predictions:    9767/  10000 (97.67%), best:    9759/10000 (97.59%), error:       761.21082, best error:       726.53479 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 160.1027679443s, input_fired_time: 1.4225293398, output_fired_time: 1.2980310917, propagate_forward_time: 61.8085975647, propagate_backward_time: 92.7821884155, weight_update_time: 0.1712366790, other_time: 2.7914199829
epoch time: 13.0412807465s, input_fired_time: 0.1754944921, output_fired_time: 0.0000000000, propagate_forward_time: 12.3665904999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991960526
validation[          , genome  7062] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       731.31879, best error:       726.53479 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 159.8990936279s, input_fired_time: 1.4216399193, output_fired_time: 1.2942780256, propagate_forward_time: 61.7875862122, propagate_backward_time: 92.6031494141, weight_update_time: 0.1723037213, other_time: 2.7924346924
epoch time: 13.0060319901s, input_fired_time: 0.1758729368, output_fired_time: 0.0000000000, propagate_forward_time: 12.3338632584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962959290
validation[          , genome  7062] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       867.29767, best error:       726.53479 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 160.5419616699s, input_fired_time: 1.4564230442, output_fired_time: 1.3047935963, propagate_forward_time: 62.0064544678, propagate_backward_time: 92.8831024170, weight_update_time: 0.1751703024, other_time: 2.8911895752
epoch time: 13.1243276596s, input_fired_time: 0.1793439686, output_fired_time: 0.0000000000, propagate_forward_time: 12.4299345016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150489807
validation[          , genome  7062] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       761.79059, best error:       726.53479 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 160.9460144043s, input_fired_time: 1.4549466372, output_fired_time: 1.3142666817, propagate_forward_time: 62.0755310059, propagate_backward_time: 93.2107925415, weight_update_time: 0.1745083034, other_time: 2.8904800415
epoch time: 13.0868759155s, input_fired_time: 0.1800210029, output_fired_time: 0.0000000000, propagate_forward_time: 12.3922376633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146169662
validation[          , genome  7062] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       774.22266, best error:       726.53479 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 159.9809112549s, input_fired_time: 1.4158829451, output_fired_time: 1.3012052774, propagate_forward_time: 61.8588180542, propagate_backward_time: 92.6326675415, weight_update_time: 0.1715497971, other_time: 2.7723388672
epoch time: 12.9912919998s, input_fired_time: 0.1765457094, output_fired_time: 0.0000000000, propagate_forward_time: 12.3147039413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000419617
validation[          , genome  7062] predictions:    9782/  10000 (97.82%), best:    9759/10000 (97.59%), error:       743.25793, best error:       726.53479 on epoch:    43, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 161.0543518066s, input_fired_time: 1.4283442497, output_fired_time: 1.3114571571, propagate_forward_time: 62.1349067688, propagate_backward_time: 93.3704147339, weight_update_time: 0.1731888056, other_time: 2.8092269897
epoch time: 13.0972328186s, input_fired_time: 0.1764487177, output_fired_time: 0.0000000000, propagate_forward_time: 12.4222106934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985733032
validation[          , genome  7062] predictions:    9762/  10000 (97.62%), best:    9759/10000 (97.59%), error:       741.77863, best error:       726.53479 on epoch:    43, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 159.9901733398s, input_fired_time: 1.4159295559, output_fired_time: 1.3002918959, propagate_forward_time: 61.8751182556, propagate_backward_time: 92.6186752319, weight_update_time: 0.1709700823, other_time: 2.7801589966
epoch time: 13.0661649704s, input_fired_time: 0.1765393168, output_fired_time: 0.0000000000, propagate_forward_time: 12.3883752823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012502670
validation[          , genome  7062] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       723.36047, best error:       723.36047 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 160.5250854492s, input_fired_time: 1.4569137096, output_fired_time: 1.3030858040, propagate_forward_time: 62.0090332031, propagate_backward_time: 92.8672103882, weight_update_time: 0.1743331403, other_time: 2.8888473511
epoch time: 12.9413490295s, input_fired_time: 0.1796677262, output_fired_time: 0.0000000000, propagate_forward_time: 12.2490510941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126304626
validation[          , genome  7062] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       817.37500, best error:       723.36047 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 160.9067077637s, input_fired_time: 1.4434375763, output_fired_time: 1.3094491959, propagate_forward_time: 62.1891517639, propagate_backward_time: 93.1149139404, weight_update_time: 0.1734083295, other_time: 2.8497619629
epoch time: 13.0704860687s, input_fired_time: 0.1765609682, output_fired_time: 0.0000000000, propagate_forward_time: 12.3953971863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985275269
validation[          , genome  7062] predictions:    9780/  10000 (97.80%), best:    9762/10000 (97.62%), error:       723.74731, best error:       723.36047 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 159.7708282471s, input_fired_time: 1.4165174961, output_fired_time: 1.2948429585, propagate_forward_time: 61.7940826416, propagate_backward_time: 92.4902648926, weight_update_time: 0.1712263227, other_time: 2.7751159668
epoch time: 13.0565481186s, input_fired_time: 0.1764637679, output_fired_time: 0.0000000000, propagate_forward_time: 12.3824386597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976453781
validation[          , genome  7062] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       849.88983, best error:       723.36047 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 160.6814117432s, input_fired_time: 1.4486856461, output_fired_time: 1.3073011637, propagate_forward_time: 61.9527740479, propagate_backward_time: 93.0838241577, weight_update_time: 0.1743272096, other_time: 2.8888320923
epoch time: 13.1303339005s, input_fired_time: 0.1781539023, output_fired_time: 0.0000000000, propagate_forward_time: 12.4330310822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191488266
validation[          , genome  7062] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       812.04773, best error:       723.36047 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 161.0284118652s, input_fired_time: 1.4205526114, output_fired_time: 1.3133746386, propagate_forward_time: 62.1455307007, propagate_backward_time: 93.3730621338, weight_update_time: 0.1732053310, other_time: 2.7759017944
epoch time: 13.0584087372s, input_fired_time: 0.1756485850, output_fired_time: 0.0000000000, propagate_forward_time: 12.3856678009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970922470
validation[          , genome  7062] predictions:    9765/  10000 (97.65%), best:    9762/10000 (97.62%), error:       753.90686, best error:       723.36047 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 160.9029235840s, input_fired_time: 1.4504059553, output_fired_time: 1.3103762865, propagate_forward_time: 62.0867462158, propagate_backward_time: 93.1903457642, weight_update_time: 0.1764376760, other_time: 2.8650436401
epoch time: 13.1181163788s, input_fired_time: 0.1786672622, output_fired_time: 0.0000000000, propagate_forward_time: 12.4263038635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131454468
validation[          , genome  7062] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       713.40656, best error:       713.40656 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 160.0969390869s, input_fired_time: 1.4551230669, output_fired_time: 1.3052815199, propagate_forward_time: 61.7230110168, propagate_backward_time: 92.7299346924, weight_update_time: 0.1743510514, other_time: 2.8835906982
epoch time: 13.1459875107s, input_fired_time: 0.1813870072, output_fired_time: 0.0000000000, propagate_forward_time: 12.4476480484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169525146
validation[          , genome  7062] predictions:    9744/  10000 (97.44%), best:    9781/10000 (97.81%), error:       871.88806, best error:       713.40656 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 161.1693420410s, input_fired_time: 1.4437510967, output_fired_time: 1.3097672462, propagate_forward_time: 62.2196006775, propagate_backward_time: 93.3654632568, weight_update_time: 0.1733763069, other_time: 2.8307495117
epoch time: 13.1214303970s, input_fired_time: 0.1784144938, output_fired_time: 0.0000000000, propagate_forward_time: 12.4338121414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092039108
validation[          , genome  7062] predictions:    9758/  10000 (97.58%), best:    9781/10000 (97.81%), error:       799.75488, best error:       713.40656 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 161.2793884277s, input_fired_time: 1.4310344458, output_fired_time: 1.3109012842, propagate_forward_time: 62.2864532471, propagate_backward_time: 93.4622192383, weight_update_time: 0.1728713214, other_time: 2.7887878418
epoch time: 13.1539573669s, input_fired_time: 0.1776331514, output_fired_time: 0.0000000000, propagate_forward_time: 12.4749021530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014219284
validation[          , genome  7062] predictions:    9739/  10000 (97.39%), best:    9781/10000 (97.81%), error:       832.26270, best error:       713.40656 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 160.4287414551s, input_fired_time: 1.4255583286, output_fired_time: 1.3011195660, propagate_forward_time: 61.9828987122, propagate_backward_time: 92.9374465942, weight_update_time: 0.1718394309, other_time: 2.7817306519
epoch time: 13.0516109467s, input_fired_time: 0.1760095805, output_fired_time: 0.0000000000, propagate_forward_time: 12.3771114349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984903336
validation[          , genome  7062] predictions:    9749/  10000 (97.49%), best:    9781/10000 (97.81%), error:       746.76074, best error:       713.40656 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 160.6945037842s, input_fired_time: 1.4320837259, output_fired_time: 1.3104586601, propagate_forward_time: 61.9977378845, propagate_backward_time: 93.1679916382, weight_update_time: 0.1718250066, other_time: 2.7862319946
epoch time: 13.0541143417s, input_fired_time: 0.1786972582, output_fired_time: 0.0000000000, propagate_forward_time: 12.3759098053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995069504
validation[          , genome  7062] predictions:    9783/  10000 (97.83%), best:    9781/10000 (97.81%), error:       745.75177, best error:       713.40656 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 160.6123352051s, input_fired_time: 1.4612394571, output_fired_time: 1.3042011261, propagate_forward_time: 62.0452346802, propagate_backward_time: 92.9159851074, weight_update_time: 0.1747847050, other_time: 2.8856735229
epoch time: 13.1143283844s, input_fired_time: 0.1801482290, output_fired_time: 0.0000000000, propagate_forward_time: 12.4196128845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145673752
validation[          , genome  7062] predictions:    9769/  10000 (97.69%), best:    9781/10000 (97.81%), error:       746.71021, best error:       713.40656 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 161.3734130859s, input_fired_time: 1.4418853521, output_fired_time: 1.3154050112, propagate_forward_time: 62.2636947632, propagate_backward_time: 93.5125579834, weight_update_time: 0.1747556180, other_time: 2.8398818970
epoch time: 13.1614589691s, input_fired_time: 0.1811054796, output_fired_time: 0.0000000000, propagate_forward_time: 12.4624853134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178680420
validation[          , genome  7062] predictions:    9776/  10000 (97.76%), best:    9781/10000 (97.81%), error:       714.00409, best error:       713.40656 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 160.6953735352s, input_fired_time: 1.4695569277, output_fired_time: 1.3069514036, propagate_forward_time: 62.1119232178, propagate_backward_time: 92.9178009033, weight_update_time: 0.1746218801, other_time: 2.8891448975
epoch time: 13.0978021622s, input_fired_time: 0.1806805879, output_fired_time: 0.0000000000, propagate_forward_time: 12.4016332626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154886246
validation[          , genome  7062] predictions:    9737/  10000 (97.37%), best:    9781/10000 (97.81%), error:       810.98804, best error:       713.40656 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 160.9158020020s, input_fired_time: 1.4608284235, output_fired_time: 1.3078536987, propagate_forward_time: 62.1243019104, propagate_backward_time: 93.1280822754, weight_update_time: 0.1761800945, other_time: 2.8947448730
epoch time: 12.9878673553s, input_fired_time: 0.1806532145, output_fired_time: 0.0000000000, propagate_forward_time: 12.2936267853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135869980
validation[          , genome  7062] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       768.50842, best error:       713.40656 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 160.1411132813s, input_fired_time: 1.4209647179, output_fired_time: 1.3015912771, propagate_forward_time: 61.8868293762, propagate_backward_time: 92.7427139282, weight_update_time: 0.1703144461, other_time: 2.7890243530
epoch time: 13.0703554153s, input_fired_time: 0.1775328219, output_fired_time: 0.0000000000, propagate_forward_time: 12.3934745789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993476868
validation[          , genome  7062] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       846.06158, best error:       713.40656 on epoch:    90, 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: 65.3084106445s, input_fired_time: 0.9035115838, output_fired_time: 0.0000000000, propagate_forward_time: 61.7413864136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6635131836
best training[          , genome  7062] predictions:   49711/  50000 (99.42%), best:    9781/10000 (97.81%), error:      1178.25940, best error:       713.40656 on epoch:    90, 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: 13.0644187927s, input_fired_time: 0.1761227846, output_fired_time: 0.0000000000, propagate_forward_time: 12.3876876831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006084442
   testing[          , genome  7062] predictions:    9818/  10000 (98.18%), best:    9781/10000 (97.81%), error:       604.57104, best error:       713.40656 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:24:45 (3780): called boinc_finish(0)

</stderr_txt>
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