Nameexact_genome_1512568488_43_4882_0
Workunit2595668
Created7 Dec 2017, 12:12:30 UTC
Sent7 Dec 2017, 12:16:45 UTC
Report deadline11 Dec 2017, 7:51:27 UTC
Received8 Dec 2017, 14:35:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time1 hours 54 min 35 sec
CPU time1 hours 54 min 12 sec
Validate stateValid
Credit953.94
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.68 MB
Peak swap size151.51 MB
Peak disk usage1.04 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 62.1078872681s, input_fired_time: 0.5851584077, output_fired_time: 0.5108270049, propagate_forward_time: 23.7917213440, propagate_backward_time: 35.3240966797, weight_update_time: 0.1108990461, other_time: 1.8960838318
epoch time: 5.1730008125s, input_fired_time: 0.0657499433, output_fired_time: 0.0000000000, propagate_forward_time: 4.7675666809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396840096
validation[          , genome  4882] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1183.48706, best error:      1183.48706 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.4981536865s, input_fired_time: 0.5893964767, output_fired_time: 0.4813453853, propagate_forward_time: 24.0325851440, propagate_backward_time: 35.5171737671, weight_update_time: 0.1113534421, other_time: 1.8776512146
epoch time: 5.1731867790s, input_fired_time: 0.0649615601, output_fired_time: 0.0000000000, propagate_forward_time: 4.7711205482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371047974
validation[          , genome  4882] predictions:    9639/  10000 (96.39%), best:    9671/10000 (96.71%), error:      1249.22583, best error:      1183.48706 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.1735458374s, input_fired_time: 0.5880535841, output_fired_time: 0.4820358455, propagate_forward_time: 23.8872871399, propagate_backward_time: 35.3458671570, weight_update_time: 0.1106333658, other_time: 1.8703002930
epoch time: 5.2145342827s, input_fired_time: 0.0648557842, output_fired_time: 0.0000000000, propagate_forward_time: 4.8123726845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373060226
validation[          , genome  4882] predictions:    9585/  10000 (95.85%), best:    9671/10000 (96.71%), error:      1443.90369, best error:      1183.48706 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 62.5452499390s, input_fired_time: 0.5911931396, output_fired_time: 0.4844722152, propagate_forward_time: 24.0267047882, propagate_backward_time: 35.5721473694, weight_update_time: 0.1114771590, other_time: 1.8707313538
epoch time: 5.1884989738s, input_fired_time: 0.0652966723, output_fired_time: 0.0000000000, propagate_forward_time: 4.7854566574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377456665
validation[          , genome  4882] predictions:    9636/  10000 (96.36%), best:    9671/10000 (96.71%), error:      1225.39575, best error:      1183.48706 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.4289245605s, input_fired_time: 0.5900132656, output_fired_time: 0.4833931327, propagate_forward_time: 23.9816322327, propagate_backward_time: 35.5060806274, weight_update_time: 0.1112731770, other_time: 1.8678054810
epoch time: 5.2029962540s, input_fired_time: 0.0644442812, output_fired_time: 0.0000000000, propagate_forward_time: 4.8017926216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367595673
validation[          , genome  4882] predictions:    9629/  10000 (96.29%), best:    9671/10000 (96.71%), error:      1227.71362, best error:      1183.48706 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.4290847778s, input_fired_time: 0.5897540450, output_fired_time: 0.4845758677, propagate_forward_time: 23.9781799316, propagate_backward_time: 35.5137748718, weight_update_time: 0.1116075367, other_time: 1.8628005981
epoch time: 5.1949734688s, input_fired_time: 0.0649783388, output_fired_time: 0.0000000000, propagate_forward_time: 4.7929849625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370103836
validation[          , genome  4882] predictions:    9306/  10000 (93.06%), best:    9671/10000 (96.71%), error:      2284.54346, best error:      1183.48706 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.4175338745s, input_fired_time: 0.5904640555, output_fired_time: 0.4837883413, propagate_forward_time: 23.9766387939, propagate_backward_time: 35.5084457397, weight_update_time: 0.1111515909, other_time: 1.8581962585
epoch time: 5.1915378571s, input_fired_time: 0.0655336007, output_fired_time: 0.0000000000, propagate_forward_time: 4.7885999680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374042511
validation[          , genome  4882] predictions:    9630/  10000 (96.30%), best:    9671/10000 (96.71%), error:      1236.78101, best error:      1183.48706 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.3760452271s, input_fired_time: 0.5909696221, output_fired_time: 0.4828493595, propagate_forward_time: 23.9689674377, propagate_backward_time: 35.4719619751, weight_update_time: 0.1112302914, other_time: 1.8612976074
epoch time: 5.1883301735s, input_fired_time: 0.0650878623, output_fired_time: 0.0000000000, propagate_forward_time: 4.7873353958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359069824
validation[          , genome  4882] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1176.89392, best error:      1176.89392 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.3465919495s, input_fired_time: 0.5910815001, output_fired_time: 0.4839336872, propagate_forward_time: 23.9451293945, propagate_backward_time: 35.4687843323, weight_update_time: 0.1110626012, other_time: 1.8576660156
epoch time: 5.1908416748s, input_fired_time: 0.0661648884, output_fired_time: 0.0000000000, propagate_forward_time: 4.7886805534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359961510
validation[          , genome  4882] predictions:    9646/  10000 (96.46%), best:    9652/10000 (96.52%), error:      1223.52515, best error:      1176.89392 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.0333900452s, input_fired_time: 0.5886064172, output_fired_time: 0.4990368485, propagate_forward_time: 23.7962493896, propagate_backward_time: 35.2951354980, weight_update_time: 0.1099208519, other_time: 1.8543586731
epoch time: 5.1563339233s, input_fired_time: 0.0653309450, output_fired_time: 0.0000000000, propagate_forward_time: 4.7562956810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347072601
validation[          , genome  4882] predictions:    9659/  10000 (96.59%), best:    9652/10000 (96.52%), error:      1207.40808, best error:      1176.89392 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.0316963196s, input_fired_time: 0.5863356590, output_fired_time: 0.4805985689, propagate_forward_time: 23.8102378845, propagate_backward_time: 35.2894973755, weight_update_time: 0.1097960621, other_time: 1.8650283813
epoch time: 5.1935763359s, input_fired_time: 0.0660775527, output_fired_time: 0.0000000000, propagate_forward_time: 4.7910461426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364524841
validation[          , genome  4882] predictions:    9626/  10000 (96.26%), best:    9652/10000 (96.52%), error:      1245.76770, best error:      1176.89392 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.1849975586s, input_fired_time: 0.6056994200, output_fired_time: 0.4875581264, propagate_forward_time: 24.2492980957, propagate_backward_time: 35.9740371704, weight_update_time: 0.1108535454, other_time: 1.8684082031
epoch time: 5.3124060631s, input_fired_time: 0.0661987066, output_fired_time: 0.0000000000, propagate_forward_time: 4.9037957191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424115181
validation[          , genome  4882] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1117.06836, best error:      1117.06836 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.4895782471s, input_fired_time: 0.5935904980, output_fired_time: 0.4860823750, propagate_forward_time: 23.9919548035, propagate_backward_time: 35.5526275635, weight_update_time: 0.1104593277, other_time: 1.8653221130
epoch time: 5.1463670731s, input_fired_time: 0.0652642474, output_fired_time: 0.0000000000, propagate_forward_time: 4.7451152802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359875679
validation[          , genome  4882] predictions:    9630/  10000 (96.30%), best:    9667/10000 (96.67%), error:      1198.66687, best error:      1117.06836 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.8574790955s, input_fired_time: 0.5873885155, output_fired_time: 0.4802813530, propagate_forward_time: 23.7466564178, propagate_backward_time: 35.1852684021, weight_update_time: 0.1095157415, other_time: 1.8578834534
epoch time: 5.1449341774s, input_fired_time: 0.0646963269, output_fired_time: 0.0000000000, propagate_forward_time: 4.7440919876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361458778
validation[          , genome  4882] predictions:    9647/  10000 (96.47%), best:    9667/10000 (96.67%), error:      1191.46289, best error:      1117.06836 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 61.9746589661s, input_fired_time: 0.5880721211, output_fired_time: 0.4812162220, propagate_forward_time: 23.7758445740, propagate_backward_time: 35.2624282837, weight_update_time: 0.1103084683, other_time: 1.8670959473
epoch time: 5.1492557526s, input_fired_time: 0.0658800006, output_fired_time: 0.0000000000, propagate_forward_time: 4.7486667633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347091675
validation[          , genome  4882] predictions:    9604/  10000 (96.04%), best:    9667/10000 (96.67%), error:      1291.92725, best error:      1117.06836 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.8529396057s, input_fired_time: 0.5890286565, output_fired_time: 0.4827279449, propagate_forward_time: 23.7364959717, propagate_backward_time: 35.1932334900, weight_update_time: 0.1097300127, other_time: 1.8514556885
epoch time: 5.2727689743s, input_fired_time: 0.0665741786, output_fired_time: 0.0000000000, propagate_forward_time: 4.8671126366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390822411
validation[          , genome  4882] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1105.67749, best error:      1105.67749 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.0968856812s, input_fired_time: 0.5891355276, output_fired_time: 0.4789918363, propagate_forward_time: 23.9064865112, propagate_backward_time: 35.2666778564, weight_update_time: 0.1097083911, other_time: 1.8555946350
epoch time: 5.1463899612s, input_fired_time: 0.0658454001, output_fired_time: 0.0000000000, propagate_forward_time: 4.7446446419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358998299
validation[          , genome  4882] predictions:    9618/  10000 (96.18%), best:    9676/10000 (96.76%), error:      1263.09949, best error:      1105.67749 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.8179893494s, input_fired_time: 0.5889036059, output_fired_time: 0.4810893834, propagate_forward_time: 23.7376136780, propagate_backward_time: 35.1563377380, weight_update_time: 0.1094418615, other_time: 1.8540420532
epoch time: 5.1470580101s, input_fired_time: 0.0662125349, output_fired_time: 0.0000000000, propagate_forward_time: 4.7452564240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355889320
validation[          , genome  4882] predictions:    9637/  10000 (96.37%), best:    9676/10000 (96.76%), error:      1204.85229, best error:      1105.67749 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.9721603394s, input_fired_time: 0.5889937878, output_fired_time: 0.4801203012, propagate_forward_time: 23.8302097321, propagate_backward_time: 35.2201156616, weight_update_time: 0.1091671884, other_time: 1.8527221680
epoch time: 5.3094768524s, input_fired_time: 0.0666610077, output_fired_time: 0.0000000000, propagate_forward_time: 4.8751740456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676419258
validation[          , genome  4882] predictions:    9664/  10000 (96.64%), best:    9676/10000 (96.76%), error:      1158.93445, best error:      1105.67749 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.6097106934s, input_fired_time: 0.6238709092, output_fired_time: 0.5417612791, propagate_forward_time: 24.3825912476, propagate_backward_time: 37.0009269714, weight_update_time: 0.1157832146, other_time: 2.0605621338
epoch time: 5.1418900490s, input_fired_time: 0.0658791289, output_fired_time: 0.0000000000, propagate_forward_time: 4.7389955521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370151520
validation[          , genome  4882] predictions:    9656/  10000 (96.56%), best:    9676/10000 (96.76%), error:      1146.67664, best error:      1105.67749 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.7638130188s, input_fired_time: 0.5905416608, output_fired_time: 0.4831199348, propagate_forward_time: 23.6883201599, propagate_backward_time: 35.1486625671, weight_update_time: 0.1097070053, other_time: 1.8531684875
epoch time: 5.1397132874s, input_fired_time: 0.0662179068, output_fired_time: 0.0000000000, propagate_forward_time: 4.7380390167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354563713
validation[          , genome  4882] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1081.67102, best error:      1081.67102 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.1991577148s, input_fired_time: 0.5899351239, output_fired_time: 0.4764265716, propagate_forward_time: 23.9176921844, propagate_backward_time: 35.3454170227, weight_update_time: 0.1096277013, other_time: 1.8696861267
epoch time: 5.1962218285s, input_fired_time: 0.0656561032, output_fired_time: 0.0000000000, propagate_forward_time: 4.7939887047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365769386
validation[          , genome  4882] predictions:    9640/  10000 (96.40%), best:    9689/10000 (96.89%), error:      1206.24707, best error:      1081.67102 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.3067016602s, input_fired_time: 0.6087776423, output_fired_time: 0.4938725233, propagate_forward_time: 24.1597557068, propagate_backward_time: 36.1283836365, weight_update_time: 0.1123842821, other_time: 1.9159126282
epoch time: 5.2189421654s, input_fired_time: 0.0666496232, output_fired_time: 0.0000000000, propagate_forward_time: 4.8152828217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370099068
validation[          , genome  4882] predictions:    9637/  10000 (96.37%), best:    9689/10000 (96.89%), error:      1220.12317, best error:      1081.67102 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.0513305664s, input_fired_time: 0.5920462012, output_fired_time: 0.4806900620, propagate_forward_time: 23.8112945557, propagate_backward_time: 35.3122940063, weight_update_time: 0.1097103581, other_time: 1.8550071716
epoch time: 5.1481709480s, input_fired_time: 0.0671791360, output_fired_time: 0.0000000000, propagate_forward_time: 4.7447786331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362131119
validation[          , genome  4882] predictions:    9683/  10000 (96.83%), best:    9689/10000 (96.89%), error:      1095.03479, best error:      1081.67102 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.2202796936s, input_fired_time: 0.5947345495, output_fired_time: 0.4835465848, propagate_forward_time: 23.8291625977, propagate_backward_time: 35.4568901062, weight_update_time: 0.1101473942, other_time: 1.8559455872
epoch time: 5.1552896500s, input_fired_time: 0.0661836937, output_fired_time: 0.0000000000, propagate_forward_time: 4.7522482872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368577957
validation[          , genome  4882] predictions:    9636/  10000 (96.36%), best:    9689/10000 (96.89%), error:      1213.94348, best error:      1081.67102 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.1358375549s, input_fired_time: 0.5969873071, output_fired_time: 0.4811701477, propagate_forward_time: 23.8776054382, propagate_backward_time: 35.3260078430, weight_update_time: 0.1095334440, other_time: 1.8540649414
epoch time: 5.1479468346s, input_fired_time: 0.0676748827, output_fired_time: 0.0000000000, propagate_forward_time: 4.7446999550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355717659
validation[          , genome  4882] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1042.43860, best error:      1042.43860 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.6287574768s, input_fired_time: 0.5969354510, output_fired_time: 0.4825156331, propagate_forward_time: 24.0043487549, propagate_backward_time: 35.6786117554, weight_update_time: 0.1108246669, other_time: 1.8663444519
epoch time: 5.2121834755s, input_fired_time: 0.0673388690, output_fired_time: 0.0000000000, propagate_forward_time: 4.8077259064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371186256
validation[          , genome  4882] predictions:    9677/  10000 (96.77%), best:    9703/10000 (97.03%), error:      1093.93420, best error:      1042.43860 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.4471054077s, input_fired_time: 0.6001039147, output_fired_time: 0.4840990603, propagate_forward_time: 23.9821186066, propagate_backward_time: 35.5166893005, weight_update_time: 0.1109464839, other_time: 1.8640937805
epoch time: 5.2032952309s, input_fired_time: 0.0677264780, output_fired_time: 0.0000000000, propagate_forward_time: 4.7981896400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373789787
validation[          , genome  4882] predictions:    9624/  10000 (96.24%), best:    9703/10000 (97.03%), error:      1269.10510, best error:      1042.43860 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.3835716248s, input_fired_time: 0.6017351151, output_fired_time: 0.4852965474, propagate_forward_time: 23.9235725403, propagate_backward_time: 35.5099449158, weight_update_time: 0.1114606634, other_time: 1.8630218506
epoch time: 5.1902480125s, input_fired_time: 0.0679201037, output_fired_time: 0.0000000000, propagate_forward_time: 4.7854881287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368396759
validation[          , genome  4882] predictions:    9649/  10000 (96.49%), best:    9703/10000 (97.03%), error:      1203.57019, best error:      1042.43860 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.5883712769s, input_fired_time: 0.6218249798, output_fired_time: 0.5277599692, propagate_forward_time: 24.3024482727, propagate_backward_time: 37.0713157654, weight_update_time: 0.1188392565, other_time: 2.0650215149
epoch time: 5.1945014000s, input_fired_time: 0.0674518272, output_fired_time: 0.0000000000, propagate_forward_time: 4.7905993462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364500999
validation[          , genome  4882] predictions:    9686/  10000 (96.86%), best:    9703/10000 (97.03%), error:      1140.65723, best error:      1042.43860 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.2712707520s, input_fired_time: 0.6001054049, output_fired_time: 0.4839907885, propagate_forward_time: 23.9234867096, propagate_backward_time: 35.4003791809, weight_update_time: 0.1106892228, other_time: 1.8633079529
epoch time: 5.1582303047s, input_fired_time: 0.0668848008, output_fired_time: 0.0000000000, propagate_forward_time: 4.7557287216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356165886
validation[          , genome  4882] predictions:    9572/  10000 (95.72%), best:    9703/10000 (97.03%), error:      1359.91272, best error:      1042.43860 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.1548728943s, input_fired_time: 0.5989453197, output_fired_time: 0.4836778641, propagate_forward_time: 23.8574829102, propagate_backward_time: 35.3541755676, weight_update_time: 0.1105137914, other_time: 1.8605918884
epoch time: 5.1459145546s, input_fired_time: 0.0673539340, output_fired_time: 0.0000000000, propagate_forward_time: 4.7431445122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354163170
validation[          , genome  4882] predictions:    9692/  10000 (96.92%), best:    9703/10000 (97.03%), error:      1088.97864, best error:      1042.43860 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.2913742065s, input_fired_time: 0.6005457640, output_fired_time: 0.4836425781, propagate_forward_time: 23.9623565674, propagate_backward_time: 35.3766708374, weight_update_time: 0.1105570719, other_time: 1.8681602478
epoch time: 5.1547045708s, input_fired_time: 0.0682865828, output_fired_time: 0.0000000000, propagate_forward_time: 4.7493004799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371176720
validation[          , genome  4882] predictions:    9659/  10000 (96.59%), best:    9703/10000 (97.03%), error:      1160.85254, best error:      1042.43860 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.7989921570s, input_fired_time: 0.6174743772, output_fired_time: 0.5252721310, propagate_forward_time: 23.9902534485, propagate_backward_time: 36.6053695679, weight_update_time: 0.1167025343, other_time: 2.0606231689
epoch time: 5.2619562149s, input_fired_time: 0.0680856779, output_fired_time: 0.0000000000, propagate_forward_time: 4.8087205887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851499557
validation[          , genome  4882] predictions:    9656/  10000 (96.56%), best:    9703/10000 (97.03%), error:      1101.05005, best error:      1042.43860 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.9759597778s, input_fired_time: 0.6049779058, output_fired_time: 0.4932295978, propagate_forward_time: 24.0842494965, propagate_backward_time: 35.8739128113, weight_update_time: 0.1120340973, other_time: 1.9195899963
epoch time: 5.1647963524s, input_fired_time: 0.0668172911, output_fired_time: 0.0000000000, propagate_forward_time: 4.7633175850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346614838
validation[          , genome  4882] predictions:    9655/  10000 (96.55%), best:    9703/10000 (97.03%), error:      1150.42017, best error:      1042.43860 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.9553451538s, input_fired_time: 0.5991971493, output_fired_time: 0.4801287055, propagate_forward_time: 24.1705188751, propagate_backward_time: 35.7949409485, weight_update_time: 0.1102847084, other_time: 1.9105567932
epoch time: 5.1407523155s, input_fired_time: 0.0686552227, output_fired_time: 0.0000000000, propagate_forward_time: 4.7361583710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359389305
validation[          , genome  4882] predictions:    9643/  10000 (96.43%), best:    9703/10000 (97.03%), error:      1199.22412, best error:      1042.43860 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.7589492798s, input_fired_time: 0.5957133174, output_fired_time: 0.4791970849, propagate_forward_time: 23.6960372925, propagate_backward_time: 35.1289978027, weight_update_time: 0.1096595824, other_time: 1.8590011597
epoch time: 5.1394572258s, input_fired_time: 0.0673876777, output_fired_time: 0.0000000000, propagate_forward_time: 4.7361254692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359441757
validation[          , genome  4882] predictions:    9650/  10000 (96.50%), best:    9703/10000 (97.03%), error:      1142.57397, best error:      1042.43860 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.4821815491s, input_fired_time: 0.6079467535, output_fired_time: 0.4885056019, propagate_forward_time: 23.9169273376, propagate_backward_time: 35.5815849304, weight_update_time: 0.1113284156, other_time: 1.8872146606
epoch time: 5.1822075844s, input_fired_time: 0.0680366009, output_fired_time: 0.0000000000, propagate_forward_time: 4.7771248817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370461464
validation[          , genome  4882] predictions:    9588/  10000 (95.88%), best:    9703/10000 (97.03%), error:      1373.59436, best error:      1042.43860 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.4010658264s, input_fired_time: 0.6028921604, output_fired_time: 0.4854419827, propagate_forward_time: 23.9678382874, propagate_backward_time: 35.4872779846, weight_update_time: 0.1110084951, other_time: 1.8576126099
epoch time: 5.2146611214s, input_fired_time: 0.0682438985, output_fired_time: 0.0000000000, propagate_forward_time: 4.8094444275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369727135
validation[          , genome  4882] predictions:    9653/  10000 (96.53%), best:    9703/10000 (97.03%), error:      1113.91223, best error:      1042.43860 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 62.6123275757s, input_fired_time: 0.6049913168, output_fired_time: 0.4838146567, propagate_forward_time: 24.0711212158, propagate_backward_time: 35.5941467285, weight_update_time: 0.1110392511, other_time: 1.8582534790
epoch time: 5.2685894966s, input_fired_time: 0.0692664906, output_fired_time: 0.0000000000, propagate_forward_time: 4.8612623215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380608559
validation[          , genome  4882] predictions:    9640/  10000 (96.40%), best:    9703/10000 (97.03%), error:      1164.97644, best error:      1042.43860 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.3037796021s, input_fired_time: 0.6106123924, output_fired_time: 0.4971540570, propagate_forward_time: 24.1761207581, propagate_backward_time: 36.0941467285, weight_update_time: 0.1134444475, other_time: 1.9257469177
epoch time: 5.3333201408s, input_fired_time: 0.0692244321, output_fired_time: 0.0000000000, propagate_forward_time: 4.8785095215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855862617
validation[          , genome  4882] predictions:    9614/  10000 (96.14%), best:    9703/10000 (97.03%), error:      1317.25403, best error:      1042.43860 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.6907119751s, input_fired_time: 0.6225338578, output_fired_time: 0.5232329965, propagate_forward_time: 24.3823394775, propagate_backward_time: 37.1106224060, weight_update_time: 0.1176637635, other_time: 2.0519828796
epoch time: 5.2895092964s, input_fired_time: 0.0670573562, output_fired_time: 0.0000000000, propagate_forward_time: 4.8655047417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569474220
validation[          , genome  4882] predictions:    9687/  10000 (96.87%), best:    9703/10000 (97.03%), error:      1120.52673, best error:      1042.43860 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.4844932556s, input_fired_time: 0.6017442942, output_fired_time: 0.4809538722, propagate_forward_time: 23.9829654694, propagate_backward_time: 35.5375061035, weight_update_time: 0.1184932217, other_time: 1.8813247681
epoch time: 5.1620359421s, input_fired_time: 0.0684764609, output_fired_time: 0.0000000000, propagate_forward_time: 4.7565231323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370361328
validation[          , genome  4882] predictions:    9617/  10000 (96.17%), best:    9703/10000 (97.03%), error:      1224.11047, best error:      1042.43860 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.4053764343s, input_fired_time: 0.6030260324, output_fired_time: 0.4815163314, propagate_forward_time: 23.9915676117, propagate_backward_time: 35.4653854370, weight_update_time: 0.1148029715, other_time: 1.8638763428
epoch time: 5.1878700256s, input_fired_time: 0.0664331838, output_fired_time: 0.0000000000, propagate_forward_time: 4.7854938507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359432220
validation[          , genome  4882] predictions:    9584/  10000 (95.84%), best:    9703/10000 (97.03%), error:      1379.21667, best error:      1042.43860 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.5229873657s, input_fired_time: 0.6035580039, output_fired_time: 0.4834537506, propagate_forward_time: 24.0229606628, propagate_backward_time: 35.5519866943, weight_update_time: 0.1111260951, other_time: 1.8610267639
epoch time: 5.2065210342s, input_fired_time: 0.0681111962, output_fired_time: 0.0000000000, propagate_forward_time: 4.8001360893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382735252
validation[          , genome  4882] predictions:    9689/  10000 (96.89%), best:    9703/10000 (97.03%), error:      1043.71558, best error:      1042.43860 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.3922538757s, input_fired_time: 0.6039449573, output_fired_time: 0.4906429648, propagate_forward_time: 23.9734382629, propagate_backward_time: 35.4699134827, weight_update_time: 0.1109028757, other_time: 1.8543128967
epoch time: 5.1382637024s, input_fired_time: 0.0679908916, output_fired_time: 0.0000000000, propagate_forward_time: 4.7342929840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359799385
validation[          , genome  4882] predictions:    9656/  10000 (96.56%), best:    9703/10000 (97.03%), error:      1131.76074, best error:      1042.43860 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.7803955078s, input_fired_time: 0.5985280275, output_fired_time: 0.4828223586, propagate_forward_time: 23.7013950348, propagate_backward_time: 35.1483306885, weight_update_time: 0.1094648242, other_time: 1.8493194580
epoch time: 5.1897253990s, input_fired_time: 0.0674718469, output_fired_time: 0.0000000000, propagate_forward_time: 4.7870001793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352532387
validation[          , genome  4882] predictions:    9629/  10000 (96.29%), best:    9703/10000 (97.03%), error:      1219.90906, best error:      1042.43860 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.5843429565s, input_fired_time: 0.5988317728, output_fired_time: 0.4804527760, propagate_forward_time: 24.0225791931, propagate_backward_time: 35.5884552002, weight_update_time: 0.1100475788, other_time: 1.8940238953
epoch time: 5.1402683258s, input_fired_time: 0.0679750219, output_fired_time: 0.0000000000, propagate_forward_time: 4.7363343239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359589577
validation[          , genome  4882] predictions:    9680/  10000 (96.80%), best:    9703/10000 (97.03%), error:      1057.66040, best error:      1042.43860 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.3304405212s, input_fired_time: 0.6362724900, output_fired_time: 0.5212411880, propagate_forward_time: 24.0773811340, propagate_backward_time: 36.1110763550, weight_update_time: 0.1355657727, other_time: 1.9844703674
epoch time: 5.1415624619s, input_fired_time: 0.0667508468, output_fired_time: 0.0000000000, propagate_forward_time: 4.7399010658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349103928
validation[          , genome  4882] predictions:    9667/  10000 (96.67%), best:    9703/10000 (97.03%), error:      1147.51636, best error:      1042.43860 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.8406715393s, input_fired_time: 0.6010458469, output_fired_time: 0.4830324650, propagate_forward_time: 23.7206649780, propagate_backward_time: 35.1811943054, weight_update_time: 0.1098050103, other_time: 1.8547325134
epoch time: 5.1438126564s, input_fired_time: 0.0688437298, output_fired_time: 0.0000000000, propagate_forward_time: 4.7396268845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353419304
validation[          , genome  4882] predictions:    9680/  10000 (96.80%), best:    9703/10000 (97.03%), error:      1060.49792, best error:      1042.43860 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 62.6310195923s, input_fired_time: 0.6027517319, output_fired_time: 0.4843179584, propagate_forward_time: 24.1063442230, propagate_backward_time: 35.5694465637, weight_update_time: 0.1104482263, other_time: 1.8681602478
epoch time: 5.2020392418s, input_fired_time: 0.0686725006, output_fired_time: 0.0000000000, propagate_forward_time: 4.7967081070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366584778
validation[          , genome  4882] predictions:    9500/  10000 (95.00%), best:    9703/10000 (97.03%), error:      1789.30420, best error:      1042.43860 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.3891525269s, input_fired_time: 0.6062421799, output_fired_time: 0.4836098850, propagate_forward_time: 23.9652881622, propagate_backward_time: 35.4771575928, weight_update_time: 0.1109076738, other_time: 1.8568572998
epoch time: 5.1903624535s, input_fired_time: 0.0681464449, output_fired_time: 0.0000000000, propagate_forward_time: 4.7868309021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353853226
validation[          , genome  4882] predictions:    9613/  10000 (96.13%), best:    9703/10000 (97.03%), error:      1271.09424, best error:      1042.43860 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.3661766052s, input_fired_time: 0.6055840254, output_fired_time: 0.4845907986, propagate_forward_time: 23.9448909760, propagate_backward_time: 35.4776458740, weight_update_time: 0.1109333485, other_time: 1.8534622192
epoch time: 5.2004499435s, input_fired_time: 0.0678662956, output_fired_time: 0.0000000000, propagate_forward_time: 4.7955927849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369908333
validation[          , genome  4882] predictions:    9686/  10000 (96.86%), best:    9703/10000 (97.03%), error:      1048.32568, best error:      1042.43860 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 62.3766860962s, input_fired_time: 0.6059943438, output_fired_time: 0.4832423329, propagate_forward_time: 23.9559307098, propagate_backward_time: 35.4620857239, weight_update_time: 0.1115814000, other_time: 1.8694343567
epoch time: 5.1964864731s, input_fired_time: 0.0682514980, output_fired_time: 0.0000000000, propagate_forward_time: 4.7917785645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364562988
validation[          , genome  4882] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1088.28174, best error:      1042.43860 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.3242874146s, input_fired_time: 0.6051853299, output_fired_time: 0.4809607863, propagate_forward_time: 23.9583606720, propagate_backward_time: 35.4177970886, weight_update_time: 0.1108080447, other_time: 1.8619804382
epoch time: 5.3029713631s, input_fired_time: 0.0683276951, output_fired_time: 0.0000000000, propagate_forward_time: 4.8945488930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400945663
validation[          , genome  4882] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1029.19824, best error:      1029.19824 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.9639625549s, input_fired_time: 0.6026042104, output_fired_time: 0.4795811772, propagate_forward_time: 23.7635440826, propagate_backward_time: 35.2610778809, weight_update_time: 0.1094247177, other_time: 1.8571548462
epoch time: 5.1562876701s, input_fired_time: 0.0686915889, output_fired_time: 0.0000000000, propagate_forward_time: 4.7514481544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361477852
validation[          , genome  4882] predictions:    9649/  10000 (96.49%), best:    9687/10000 (96.87%), error:      1116.16211, best error:      1029.19824 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.9705657959s, input_fired_time: 0.6011965275, output_fired_time: 0.4790717065, propagate_forward_time: 23.7725486755, propagate_backward_time: 35.2615203857, weight_update_time: 0.1096279994, other_time: 1.8562278748
epoch time: 5.1525464058s, input_fired_time: 0.0692610666, output_fired_time: 0.0000000000, propagate_forward_time: 4.7466945648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365907669
validation[          , genome  4882] predictions:    9637/  10000 (96.37%), best:    9687/10000 (96.87%), error:      1202.10046, best error:      1029.19824 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.8021965027s, input_fired_time: 0.6117283106, output_fired_time: 0.4875945747, propagate_forward_time: 24.0057773590, propagate_backward_time: 35.7905693054, weight_update_time: 0.1103275791, other_time: 1.9065284729
epoch time: 5.1478066444s, input_fired_time: 0.0689555183, output_fired_time: 0.0000000000, propagate_forward_time: 4.7421717644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366794586
validation[          , genome  4882] predictions:    9649/  10000 (96.49%), best:    9687/10000 (96.87%), error:      1172.60938, best error:      1029.19824 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.0038070679s, input_fired_time: 0.6082814932, output_fired_time: 0.4865419269, propagate_forward_time: 23.8046226501, propagate_backward_time: 35.2508659363, weight_update_time: 0.1113164499, other_time: 1.8534965515
epoch time: 5.1870918274s, input_fired_time: 0.0688161701, output_fired_time: 0.0000000000, propagate_forward_time: 4.7812738419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370018005
validation[          , genome  4882] predictions:    9663/  10000 (96.63%), best:    9687/10000 (96.87%), error:      1123.23059, best error:      1029.19824 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.9264488220s, input_fired_time: 0.6031363010, output_fired_time: 0.4800682962, propagate_forward_time: 23.7512359619, propagate_backward_time: 35.2393875122, weight_update_time: 0.1092235371, other_time: 1.8526191711
epoch time: 5.3840436935s, input_fired_time: 0.0792363137, output_fired_time: 0.0000000000, propagate_forward_time: 4.9440622330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607449532
validation[          , genome  4882] predictions:    9651/  10000 (96.51%), best:    9687/10000 (96.87%), error:      1155.70532, best error:      1029.19824 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.6586875916s, input_fired_time: 0.6098352671, output_fired_time: 0.4882558882, propagate_forward_time: 24.5377216339, propagate_backward_time: 36.1030693054, weight_update_time: 0.1122633591, other_time: 1.9198036194
epoch time: 5.1559247971s, input_fired_time: 0.0685023442, output_fired_time: 0.0000000000, propagate_forward_time: 4.7511920929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362302780
validation[          , genome  4882] predictions:    9590/  10000 (95.90%), best:    9687/10000 (96.87%), error:      1278.22766, best error:      1029.19824 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 62.8171043396s, input_fired_time: 0.6099099517, output_fired_time: 0.4850748181, propagate_forward_time: 24.0286979675, propagate_backward_time: 35.8053092957, weight_update_time: 0.1113023311, other_time: 1.8881149292
epoch time: 5.2130150795s, input_fired_time: 0.0679299831, output_fired_time: 0.0000000000, propagate_forward_time: 4.8081026077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369827271
validation[          , genome  4882] predictions:    9570/  10000 (95.70%), best:    9687/10000 (96.87%), error:      1446.21948, best error:      1029.19824 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.9511184692s, input_fired_time: 0.6076925397, output_fired_time: 0.4867358208, propagate_forward_time: 24.2497406006, propagate_backward_time: 35.7126846313, weight_update_time: 0.1106952727, other_time: 1.8942642212
epoch time: 5.1651363373s, input_fired_time: 0.0694700703, output_fired_time: 0.0000000000, propagate_forward_time: 4.7598619461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358044624
validation[          , genome  4882] predictions:    9682/  10000 (96.82%), best:    9687/10000 (96.87%), error:      1040.35974, best error:      1029.19824 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.5149536133s, input_fired_time: 0.6227670312, output_fired_time: 0.4866356850, propagate_forward_time: 23.9988155365, propagate_backward_time: 35.5303726196, weight_update_time: 0.1096797660, other_time: 1.8763580322
epoch time: 5.4345903397s, input_fired_time: 0.0775887817, output_fired_time: 0.0000000000, propagate_forward_time: 5.0187106133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382911682
validation[          , genome  4882] predictions:    9670/  10000 (96.70%), best:    9687/10000 (96.87%), error:      1094.39673, best error:      1029.19824 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.5270347595s, input_fired_time: 0.6468905210, output_fired_time: 0.4802629650, propagate_forward_time: 24.0394115448, propagate_backward_time: 35.4984130859, weight_update_time: 0.1105685011, other_time: 1.8620605469
epoch time: 5.1600151062s, input_fired_time: 0.0704639554, output_fired_time: 0.0000000000, propagate_forward_time: 4.7527303696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368206024
validation[          , genome  4882] predictions:    9622/  10000 (96.22%), best:    9687/10000 (96.87%), error:      1227.56079, best error:      1029.19824 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.9480590820s, input_fired_time: 0.6060051322, output_fired_time: 0.4804643691, propagate_forward_time: 23.7698192596, propagate_backward_time: 35.2375640869, weight_update_time: 0.1094132289, other_time: 1.8542022705
epoch time: 5.1568307877s, input_fired_time: 0.0687163547, output_fired_time: 0.0000000000, propagate_forward_time: 4.7508482933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372659683
validation[          , genome  4882] predictions:    9657/  10000 (96.57%), best:    9687/10000 (96.87%), error:      1140.25574, best error:      1029.19824 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.1650352478s, input_fired_time: 0.6095476151, output_fired_time: 0.4839174151, propagate_forward_time: 23.8566589355, propagate_backward_time: 35.3572845459, weight_update_time: 0.1106459349, other_time: 1.8576278687
epoch time: 5.1829309464s, input_fired_time: 0.0686669722, output_fired_time: 0.0000000000, propagate_forward_time: 4.7787799835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354840279
validation[          , genome  4882] predictions:    9655/  10000 (96.55%), best:    9687/10000 (96.87%), error:      1100.61499, best error:      1029.19824 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 62.2478713989s, input_fired_time: 0.6105446815, output_fired_time: 0.4852702618, propagate_forward_time: 23.8924255371, propagate_backward_time: 35.4045486450, weight_update_time: 0.1107917652, other_time: 1.8550796509
epoch time: 5.1806664467s, input_fired_time: 0.0690004677, output_fired_time: 0.0000000000, propagate_forward_time: 4.7766656876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350005150
validation[          , genome  4882] predictions:    9672/  10000 (96.72%), best:    9687/10000 (96.87%), error:      1106.58569, best error:      1029.19824 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.3312110901s, input_fired_time: 0.6108705401, output_fired_time: 0.4849132001, propagate_forward_time: 23.9309253693, propagate_backward_time: 35.4501380920, weight_update_time: 0.1110348627, other_time: 1.8543663025
epoch time: 5.1988158226s, input_fired_time: 0.0700962320, output_fired_time: 0.0000000000, propagate_forward_time: 4.7924551964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362646103
validation[          , genome  4882] predictions:    9642/  10000 (96.42%), best:    9687/10000 (96.87%), error:      1162.75964, best error:      1029.19824 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.3979911804s, input_fired_time: 0.6107327938, output_fired_time: 0.4849129915, propagate_forward_time: 23.9622859955, propagate_backward_time: 35.4891853333, weight_update_time: 0.1108908802, other_time: 1.8508720398
epoch time: 5.1977763176s, input_fired_time: 0.0703941658, output_fired_time: 0.0000000000, propagate_forward_time: 4.7925062180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348760605
validation[          , genome  4882] predictions:    9606/  10000 (96.06%), best:    9687/10000 (96.87%), error:      1277.04883, best error:      1029.19824 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 62.7861137390s, input_fired_time: 0.6094769835, output_fired_time: 0.4812989831, propagate_forward_time: 24.1728496552, propagate_backward_time: 35.6499900818, weight_update_time: 0.1108635664, other_time: 1.8724937439
epoch time: 5.1697545052s, input_fired_time: 0.0694424286, output_fired_time: 0.0000000000, propagate_forward_time: 4.7624850273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378272057
validation[          , genome  4882] predictions:    9674/  10000 (96.74%), best:    9687/10000 (96.87%), error:      1096.95984, best error:      1029.19824 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.9998970032s, input_fired_time: 0.6080025434, output_fired_time: 0.4834492803, propagate_forward_time: 23.8029346466, propagate_backward_time: 35.2493667603, weight_update_time: 0.1100862175, other_time: 1.8561477661
epoch time: 5.1669316292s, input_fired_time: 0.0694274008, output_fired_time: 0.0000000000, propagate_forward_time: 4.7598991394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376049995
validation[          , genome  4882] predictions:    9654/  10000 (96.54%), best:    9687/10000 (96.87%), error:      1133.38965, best error:      1029.19824 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.3303298950s, input_fired_time: 0.6120020151, output_fired_time: 0.4840764701, propagate_forward_time: 23.9358921051, propagate_backward_time: 35.4397010803, weight_update_time: 0.1108784676, other_time: 1.8586540222
epoch time: 5.2100834846s, input_fired_time: 0.0681362450, output_fired_time: 0.0000000000, propagate_forward_time: 4.8052301407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367171288
validation[          , genome  4882] predictions:    9664/  10000 (96.64%), best:    9687/10000 (96.87%), error:      1107.89172, best error:      1029.19824 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.7015686035s, input_fired_time: 0.6059028506, output_fired_time: 0.4805662334, propagate_forward_time: 24.1771068573, propagate_backward_time: 35.5571250916, weight_update_time: 0.1105026528, other_time: 1.8808631897
epoch time: 5.2045125961s, input_fired_time: 0.0701143146, output_fired_time: 0.0000000000, propagate_forward_time: 4.7978267670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365716934
validation[          , genome  4882] predictions:    9645/  10000 (96.45%), best:    9687/10000 (96.87%), error:      1148.01025, best error:      1029.19824 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.8786697388s, input_fired_time: 0.6068490744, output_fired_time: 0.4834939837, propagate_forward_time: 23.7361755371, propagate_backward_time: 35.1987419128, weight_update_time: 0.1099613681, other_time: 1.8534088135
epoch time: 5.1511516571s, input_fired_time: 0.0701689422, output_fired_time: 0.0000000000, propagate_forward_time: 4.7433581352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376245499
validation[          , genome  4882] predictions:    9587/  10000 (95.87%), best:    9687/10000 (96.87%), error:      1299.67261, best error:      1029.19824 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.8848342896s, input_fired_time: 0.6085898280, output_fired_time: 0.4828702211, propagate_forward_time: 23.7226085663, propagate_backward_time: 35.2123832703, weight_update_time: 0.1103815064, other_time: 1.8583793640
epoch time: 5.2124028206s, input_fired_time: 0.0694402754, output_fired_time: 0.0000000000, propagate_forward_time: 4.8063831329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365793228
validation[          , genome  4882] predictions:    9634/  10000 (96.34%), best:    9687/10000 (96.87%), error:      1257.08264, best error:      1029.19824 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.4401741028s, input_fired_time: 0.6285808086, output_fired_time: 0.4832808971, propagate_forward_time: 23.9082489014, propagate_backward_time: 35.5419502258, weight_update_time: 0.1103553027, other_time: 1.8781127930
epoch time: 5.1912307739s, input_fired_time: 0.0699998364, output_fired_time: 0.0000000000, propagate_forward_time: 4.7854628563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357682228
validation[          , genome  4882] predictions:    9651/  10000 (96.51%), best:    9687/10000 (96.87%), error:      1143.69836, best error:      1029.19824 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.9288063049s, input_fired_time: 0.6097885370, output_fired_time: 0.4828414917, propagate_forward_time: 23.7560844421, propagate_backward_time: 35.2240104675, weight_update_time: 0.1095597744, other_time: 1.8560829163
epoch time: 5.1534838676s, input_fired_time: 0.0701945126, output_fired_time: 0.0000000000, propagate_forward_time: 4.7485666275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347225189
validation[          , genome  4882] predictions:    9676/  10000 (96.76%), best:    9687/10000 (96.87%), error:      1052.04285, best error:      1029.19824 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.2959022522s, input_fired_time: 0.6092078686, output_fired_time: 0.4801324904, propagate_forward_time: 23.8616218567, propagate_backward_time: 35.4588050842, weight_update_time: 0.1098840013, other_time: 1.8861351013
epoch time: 5.1443867683s, input_fired_time: 0.0697669983, output_fired_time: 0.0000000000, propagate_forward_time: 4.7391500473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354697227
validation[          , genome  4882] predictions:    9605/  10000 (96.05%), best:    9687/10000 (96.87%), error:      1290.99231, best error:      1029.19824 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.0887107849s, input_fired_time: 0.6094645858, output_fired_time: 0.4827493429, propagate_forward_time: 23.8012046814, propagate_backward_time: 35.3291702271, weight_update_time: 0.1101883873, other_time: 1.8661231995
epoch time: 5.1736412048s, input_fired_time: 0.0688497275, output_fired_time: 0.0000000000, propagate_forward_time: 4.7611212730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436703682
validation[          , genome  4882] predictions:    9628/  10000 (96.28%), best:    9687/10000 (96.87%), error:      1194.03003, best error:      1029.19824 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.0856208801s, input_fired_time: 0.6096348166, output_fired_time: 0.4836775959, propagate_forward_time: 23.8059902191, propagate_backward_time: 35.3222770691, weight_update_time: 0.1101420671, other_time: 1.8640403748
epoch time: 5.1477861404s, input_fired_time: 0.0702114329, output_fired_time: 0.0000000000, propagate_forward_time: 4.7405099869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370647430
validation[          , genome  4882] predictions:    9675/  10000 (96.75%), best:    9687/10000 (96.87%), error:      1096.53967, best error:      1029.19824 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.6466217041s, input_fired_time: 0.6177460551, output_fired_time: 0.4831715524, propagate_forward_time: 24.0647354126, propagate_backward_time: 35.6160736084, weight_update_time: 0.1104368195, other_time: 1.8648948669
epoch time: 5.1959390640s, input_fired_time: 0.0703269318, output_fired_time: 0.0000000000, propagate_forward_time: 4.7886118889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370003700
validation[          , genome  4882] predictions:    9673/  10000 (96.73%), best:    9687/10000 (96.87%), error:      1089.21570, best error:      1029.19824 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.5557212830s, input_fired_time: 0.6209004521, output_fired_time: 0.4829690754, propagate_forward_time: 24.0536766052, propagate_backward_time: 35.5351219177, weight_update_time: 0.1125421673, other_time: 1.8630561829
epoch time: 5.1395688057s, input_fired_time: 0.0692875758, output_fired_time: 0.0000000000, propagate_forward_time: 4.7356457710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346352577
validation[          , genome  4882] predictions:    9664/  10000 (96.64%), best:    9687/10000 (96.87%), error:      1087.32764, best error:      1029.19824 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.9216651917s, input_fired_time: 0.6199534535, output_fired_time: 0.5007362962, propagate_forward_time: 23.9036350250, propagate_backward_time: 35.9359397888, weight_update_time: 0.1131870300, other_time: 1.9613990784
epoch time: 5.2635455132s, input_fired_time: 0.0707370341, output_fired_time: 0.0000000000, propagate_forward_time: 4.8094520569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833565712
validation[          , genome  4882] predictions:    9677/  10000 (96.77%), best:    9687/10000 (96.87%), error:      1033.44287, best error:      1029.19824 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.1775588989s, input_fired_time: 0.6344795227, output_fired_time: 0.5298354626, propagate_forward_time: 24.0864257812, propagate_backward_time: 36.8323287964, weight_update_time: 0.1187556684, other_time: 2.0944900513
epoch time: 5.2709507942s, input_fired_time: 0.0709391534, output_fired_time: 0.0000000000, propagate_forward_time: 4.8154435158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845682144
validation[          , genome  4882] predictions:    9615/  10000 (96.15%), best:    9687/10000 (96.87%), error:      1232.42993, best error:      1029.19824 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.2191238403s, input_fired_time: 0.6352600455, output_fired_time: 0.5323020816, propagate_forward_time: 24.0647468567, propagate_backward_time: 36.8936004639, weight_update_time: 0.1182870343, other_time: 2.0932121277
epoch time: 5.2793111801s, input_fired_time: 0.0715480521, output_fired_time: 0.0000000000, propagate_forward_time: 4.8229575157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848056793
validation[          , genome  4882] predictions:    9654/  10000 (96.54%), best:    9687/10000 (96.87%), error:      1160.39075, best error:      1029.19824 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.0882339478s, input_fired_time: 0.6338544488, output_fired_time: 0.5311332345, propagate_forward_time: 24.0200786591, propagate_backward_time: 36.8122329712, weight_update_time: 0.1183412895, other_time: 2.0909347534
epoch time: 5.2730388641s, input_fired_time: 0.0722648501, output_fired_time: 0.0000000000, propagate_forward_time: 4.8168625832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839116096
validation[          , genome  4882] predictions:    9638/  10000 (96.38%), best:    9687/10000 (96.87%), error:      1147.53101, best error:      1029.19824 on epoch:    68, 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: 26.3780250549s, input_fired_time: 0.3495062590, output_fired_time: 0.0000000000, propagate_forward_time: 24.0821266174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9463920593
best training[          , genome  4882] predictions:   49166/  50000 (98.33%), best:    9687/10000 (96.87%), error:      3108.13696, best error:      1029.19824 on epoch:    68, 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: 5.2704782486s, input_fired_time: 0.0684342980, output_fired_time: 0.0000000000, propagate_forward_time: 4.8165197372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855242729
   testing[          , genome  4882] predictions:    9709/  10000 (97.09%), best:    9687/10000 (96.87%), error:       972.42426, best error:      1029.19824 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:35:29 (21208): called boinc_finish(0)

</stderr_txt>
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