Nameexact_genome_1512568488_42_6740_0
Workunit2604937
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline15 Dec 2017, 5:13:45 UTC
Received8 Dec 2017, 13:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 2 min 22 sec
CPU time4 hours 1 min 19 sec
Validate stateValid
Credit1,828.60
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.65 MB
Peak swap size161.04 MB
Peak disk usage2.13 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.7085990906
validation[          , genome  6740] predictions:    9705/  10000 (97.05%), best:    9728/10000 (97.28%), error:       992.60907, best error:       925.59235 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 131.3170318604s, input_fired_time: 2.3206238747, output_fired_time: 2.1286072731, propagate_forward_time: 48.8782310486, propagate_backward_time: 74.1645050049, weight_update_time: 0.1694717407, other_time: 3.8250732422
epoch time: 10.7469749451s, input_fired_time: 0.2897925079, output_fired_time: 0.0000000000, propagate_forward_time: 9.7723331451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6848497391
validation[          , genome  6740] predictions:    9680/  10000 (96.80%), best:    9728/10000 (97.28%), error:      1018.01337, best error:       925.59235 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 131.9029541016s, input_fired_time: 2.3167083263, output_fired_time: 2.1290433407, propagate_forward_time: 49.0376701355, propagate_backward_time: 74.5555801392, weight_update_time: 0.1750280857, other_time: 3.8639450073
epoch time: 10.6697492599s, input_fired_time: 0.2939925492, output_fired_time: 0.0000000000, propagate_forward_time: 9.6932334900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825227737
validation[          , genome  6740] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       894.02979, best error:       894.02979 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 132.2697296143s, input_fired_time: 2.3244659901, output_fired_time: 2.1500082016, propagate_forward_time: 49.1875877380, propagate_backward_time: 74.7270126343, weight_update_time: 0.1750168353, other_time: 3.8806533813
epoch time: 10.8100318909s, input_fired_time: 0.2811760008, output_fired_time: 0.0000000000, propagate_forward_time: 9.8412418365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6876144409
validation[          , genome  6740] predictions:    9706/  10000 (97.06%), best:    9711/10000 (97.11%), error:      1015.45648, best error:       894.02979 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 131.5030059814s, input_fired_time: 2.3035697937, output_fired_time: 2.1194291115, propagate_forward_time: 48.8581466675, propagate_backward_time: 74.3773345947, weight_update_time: 0.1692104340, other_time: 3.8445205688
epoch time: 10.7829198837s, input_fired_time: 0.2931078672, output_fired_time: 0.0000000000, propagate_forward_time: 9.8144922256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753196716
validation[          , genome  6740] predictions:    9705/  10000 (97.05%), best:    9711/10000 (97.11%), error:      1011.91730, best error:       894.02979 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 131.1544799805s, input_fired_time: 2.3139958382, output_fired_time: 2.1047503948, propagate_forward_time: 48.7978515625, propagate_backward_time: 74.0758285522, weight_update_time: 0.1707702279, other_time: 3.8620529175
epoch time: 10.9222259521s, input_fired_time: 0.2876546979, output_fired_time: 0.0000000000, propagate_forward_time: 9.9511919022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6833791733
validation[          , genome  6740] predictions:    9624/  10000 (96.24%), best:    9711/10000 (97.11%), error:      1198.92578, best error:       894.02979 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 130.6166076660s, input_fired_time: 2.3102643490, output_fired_time: 2.1072590351, propagate_forward_time: 48.5145797729, propagate_backward_time: 73.7952728271, weight_update_time: 0.1721339077, other_time: 3.8892364502
epoch time: 10.7979106903s, input_fired_time: 0.2913138866, output_fired_time: 0.0000000000, propagate_forward_time: 9.8150930405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915035248
validation[          , genome  6740] predictions:    9704/  10000 (97.04%), best:    9711/10000 (97.11%), error:       989.23224, best error:       894.02979 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 132.4925231934s, input_fired_time: 2.2976682186, output_fired_time: 2.1409158707, propagate_forward_time: 49.2461471558, propagate_backward_time: 74.9087753296, weight_update_time: 0.1693761200, other_time: 3.8990173340
epoch time: 10.7884988785s, input_fired_time: 0.2974008620, output_fired_time: 0.0000000000, propagate_forward_time: 9.7943878174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6967105865
validation[          , genome  6740] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       876.46545, best error:       876.46545 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 131.8820037842s, input_fired_time: 2.3232233524, output_fired_time: 2.1353831291, propagate_forward_time: 49.1305160522, propagate_backward_time: 74.3916702271, weight_update_time: 0.1758727282, other_time: 3.9012069702
epoch time: 10.6389751434s, input_fired_time: 0.2866583467, output_fired_time: 0.0000000000, propagate_forward_time: 9.6633291245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6889877319
validation[          , genome  6740] predictions:    9509/  10000 (95.09%), best:    9735/10000 (97.35%), error:      1678.29016, best error:       876.46545 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 130.8075256348s, input_fired_time: 2.3044996262, output_fired_time: 2.1127972603, propagate_forward_time: 48.5693435669, propagate_backward_time: 73.9540100098, weight_update_time: 0.1756604314, other_time: 3.8668670654
epoch time: 10.9410781860s, input_fired_time: 0.2922051549, output_fired_time: 0.0000000000, propagate_forward_time: 9.9309139252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7179594040
validation[          , genome  6740] predictions:    9734/  10000 (97.34%), best:    9735/10000 (97.35%), error:       877.19720, best error:       876.46545 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 131.2217407227s, input_fired_time: 2.2826914787, output_fired_time: 2.1221790314, propagate_forward_time: 48.8410987854, propagate_backward_time: 74.2004928589, weight_update_time: 0.1668913215, other_time: 3.7752914429
epoch time: 10.8686418533s, input_fired_time: 0.2930432260, output_fired_time: 0.0000000000, propagate_forward_time: 9.8688707352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7067279816
validation[          , genome  6740] predictions:    9689/  10000 (96.89%), best:    9735/10000 (97.35%), error:       993.71344, best error:       876.46545 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 131.8942565918s, input_fired_time: 2.3534126282, output_fired_time: 2.1197926998, propagate_forward_time: 49.0801124573, propagate_backward_time: 74.4781723022, weight_update_time: 0.1709591895, other_time: 3.8627700806
epoch time: 11.0262508392s, input_fired_time: 0.2916254997, output_fired_time: 0.0000000000, propagate_forward_time: 10.0079975128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7266273499
validation[          , genome  6740] predictions:    9637/  10000 (96.37%), best:    9735/10000 (97.35%), error:      1207.27747, best error:       876.46545 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 131.9898223877s, input_fired_time: 2.3219847679, output_fired_time: 2.1230909824, propagate_forward_time: 49.0569953918, propagate_backward_time: 74.6249923706, weight_update_time: 0.1745562702, other_time: 3.8627548218
epoch time: 10.8204250336s, input_fired_time: 0.2892225385, output_fired_time: 0.0000000000, propagate_forward_time: 9.8453865051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6858158112
validation[          , genome  6740] predictions:    9737/  10000 (97.37%), best:    9735/10000 (97.35%), error:       922.02777, best error:       876.46545 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 131.4726562500s, input_fired_time: 2.3147406578, output_fired_time: 2.1284441948, propagate_forward_time: 48.9687957764, propagate_backward_time: 74.2692031860, weight_update_time: 0.1675504744, other_time: 3.7914733887
epoch time: 10.7805452347s, input_fired_time: 0.2943728864, output_fired_time: 0.0000000000, propagate_forward_time: 9.8067121506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794605255
validation[          , genome  6740] predictions:    9752/  10000 (97.52%), best:    9735/10000 (97.35%), error:       877.61749, best error:       876.46545 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 131.0964813232s, input_fired_time: 2.3059167862, output_fired_time: 2.1241354942, propagate_forward_time: 48.7458877563, propagate_backward_time: 74.1014022827, weight_update_time: 0.1698414981, other_time: 3.8191299438
epoch time: 10.6746015549s, input_fired_time: 0.2945843339, output_fired_time: 0.0000000000, propagate_forward_time: 9.6954574585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6845598221
validation[          , genome  6740] predictions:    9726/  10000 (97.26%), best:    9735/10000 (97.35%), error:       889.64203, best error:       876.46545 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 131.0374755859s, input_fired_time: 2.3254747391, output_fired_time: 2.1076123714, propagate_forward_time: 48.7447967529, propagate_backward_time: 73.9876174927, weight_update_time: 0.1738515794, other_time: 3.8719787598
epoch time: 10.6812276840s, input_fired_time: 0.2965049744, output_fired_time: 0.0000000000, propagate_forward_time: 9.7008867264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838359833
validation[          , genome  6740] predictions:    9676/  10000 (96.76%), best:    9735/10000 (97.35%), error:      1024.22705, best error:       876.46545 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.8716888428s, input_fired_time: 2.3306381702, output_fired_time: 2.1537837982, propagate_forward_time: 49.0405273438, propagate_backward_time: 74.4347076416, weight_update_time: 0.1720388979, other_time: 3.9120254517
epoch time: 10.7951574326s, input_fired_time: 0.2861444354, output_fired_time: 0.0000000000, propagate_forward_time: 9.8106088638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6984043121
validation[          , genome  6740] predictions:    9655/  10000 (96.55%), best:    9735/10000 (97.35%), error:      1119.54797, best error:       876.46545 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 131.8684844971s, input_fired_time: 2.3267834187, output_fired_time: 2.1572923660, propagate_forward_time: 49.0460014343, propagate_backward_time: 74.4837265015, weight_update_time: 0.1688390821, other_time: 3.8546829224
epoch time: 10.7537565231s, input_fired_time: 0.2903456390, output_fired_time: 0.0000000000, propagate_forward_time: 9.7688808441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945304871
validation[          , genome  6740] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       826.01288, best error:       826.01288 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 130.6226196289s, input_fired_time: 2.2954690456, output_fired_time: 2.1212198734, propagate_forward_time: 48.6367988586, propagate_backward_time: 73.7732849121, weight_update_time: 0.1724922210, other_time: 3.7958374023
epoch time: 10.7869091034s, input_fired_time: 0.2888266742, output_fired_time: 0.0000000000, propagate_forward_time: 9.8281965256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6698856354
validation[          , genome  6740] predictions:    9717/  10000 (97.17%), best:    9740/10000 (97.40%), error:       899.04089, best error:       826.01288 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 130.9448089600s, input_fired_time: 2.3174960613, output_fired_time: 2.1118125916, propagate_forward_time: 48.6666145325, propagate_backward_time: 73.9770050049, weight_update_time: 0.1724989414, other_time: 3.8718872070
epoch time: 10.6313314438s, input_fired_time: 0.2863811851, output_fired_time: 0.0000000000, propagate_forward_time: 9.6720628738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728878021
validation[          , genome  6740] predictions:    9737/  10000 (97.37%), best:    9740/10000 (97.40%), error:       890.00146, best error:       826.01288 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 134.0174713135s, input_fired_time: 2.3535015583, output_fired_time: 2.1635258198, propagate_forward_time: 49.9087677002, propagate_backward_time: 75.7250137329, weight_update_time: 0.1694171131, other_time: 3.8666610718
epoch time: 10.7186918259s, input_fired_time: 0.2877479196, output_fired_time: 0.0000000000, propagate_forward_time: 9.7383279800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6926155090
validation[          , genome  6740] predictions:    9747/  10000 (97.47%), best:    9740/10000 (97.40%), error:       892.07983, best error:       826.01288 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 132.0115661621s, input_fired_time: 2.3506700993, output_fired_time: 2.1255919933, propagate_forward_time: 49.1382484436, propagate_backward_time: 74.4534835815, weight_update_time: 0.1727807820, other_time: 3.9435653687
epoch time: 10.8118467331s, input_fired_time: 0.2946946323, output_fired_time: 0.0000000000, propagate_forward_time: 9.8434543610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6736974716
validation[          , genome  6740] predictions:    9650/  10000 (96.50%), best:    9740/10000 (97.40%), error:      1061.24719, best error:       826.01288 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 130.9624481201s, input_fired_time: 2.3293964863, output_fired_time: 2.1161882877, propagate_forward_time: 48.6865386963, propagate_backward_time: 73.9598312378, weight_update_time: 0.1715864837, other_time: 3.8704986572
epoch time: 10.7442808151s, input_fired_time: 0.2953069508, output_fired_time: 0.0000000000, propagate_forward_time: 9.7826967239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6662769318
validation[          , genome  6740] predictions:    9713/  10000 (97.13%), best:    9740/10000 (97.40%), error:       946.53473, best error:       826.01288 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 132.0465087891s, input_fired_time: 2.3339295387, output_fired_time: 2.1107096672, propagate_forward_time: 49.1770057678, propagate_backward_time: 74.5706939697, weight_update_time: 0.1696058512, other_time: 3.8541717529
epoch time: 10.6901073456s, input_fired_time: 0.2871625423, output_fired_time: 0.0000000000, propagate_forward_time: 9.7152061462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877384186
validation[          , genome  6740] predictions:    9725/  10000 (97.25%), best:    9740/10000 (97.40%), error:       901.40826, best error:       826.01288 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 134.2226409912s, input_fired_time: 2.3384633064, output_fired_time: 2.1891326904, propagate_forward_time: 49.8951606750, propagate_backward_time: 75.8966445923, weight_update_time: 0.1808351129, other_time: 3.9032363892
epoch time: 10.7040767670s, input_fired_time: 0.2956539094, output_fired_time: 0.0000000000, propagate_forward_time: 9.7239398956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844825745
validation[          , genome  6740] predictions:    9735/  10000 (97.35%), best:    9740/10000 (97.40%), error:       882.13953, best error:       826.01288 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 131.1074981689s, input_fired_time: 2.3086020947, output_fired_time: 2.1162326336, propagate_forward_time: 48.7413520813, propagate_backward_time: 74.1175231934, weight_update_time: 0.1688904911, other_time: 3.8237762451
epoch time: 10.7048711777s, input_fired_time: 0.2860451043, output_fired_time: 0.0000000000, propagate_forward_time: 9.7482414246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6705846786
validation[          , genome  6740] predictions:    9735/  10000 (97.35%), best:    9740/10000 (97.40%), error:       877.28021, best error:       826.01288 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 131.3285827637s, input_fired_time: 2.3207578659, output_fired_time: 2.1180663109, propagate_forward_time: 48.7978897095, propagate_backward_time: 74.2117309570, weight_update_time: 0.1797243953, other_time: 3.8801422119
epoch time: 10.6242733002s, input_fired_time: 0.2925748825, output_fired_time: 0.0000000000, propagate_forward_time: 9.6606864929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6710119247
validation[          , genome  6740] predictions:    9686/  10000 (96.86%), best:    9740/10000 (97.40%), error:       989.48108, best error:       826.01288 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.6992645264s, input_fired_time: 2.3384008408, output_fired_time: 2.1257128716, propagate_forward_time: 49.0845413208, propagate_backward_time: 74.2986297607, weight_update_time: 0.1707565188, other_time: 3.8519897461
epoch time: 10.7875137329s, input_fired_time: 0.3027089834, output_fired_time: 0.0000000000, propagate_forward_time: 9.7975578308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872472763
validation[          , genome  6740] predictions:    9709/  10000 (97.09%), best:    9740/10000 (97.40%), error:       935.10052, best error:       826.01288 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 133.0102996826s, input_fired_time: 2.3560941219, output_fired_time: 2.1388928890, propagate_forward_time: 49.4018859863, propagate_backward_time: 75.2252960205, weight_update_time: 0.1733063161, other_time: 3.8881378174
epoch time: 10.8938961029s, input_fired_time: 0.3005151153, output_fired_time: 0.0000000000, propagate_forward_time: 9.8668832779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7264976501
validation[          , genome  6740] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       812.14075, best error:       812.14075 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 132.6525573730s, input_fired_time: 2.3527069092, output_fired_time: 2.1415836811, propagate_forward_time: 49.4201927185, propagate_backward_time: 74.9043350220, weight_update_time: 0.1807578206, other_time: 3.8337326050
epoch time: 10.7409620285s, input_fired_time: 0.2906326950, output_fired_time: 0.0000000000, propagate_forward_time: 9.7800827026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6702470779
validation[          , genome  6740] predictions:    9625/  10000 (96.25%), best:    9757/10000 (97.57%), error:      1126.71753, best error:       812.14075 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 131.8707122803s, input_fired_time: 2.3371205330, output_fired_time: 2.1168646812, propagate_forward_time: 49.1233558655, propagate_backward_time: 74.4365768433, weight_update_time: 0.1753160357, other_time: 3.8567886353
epoch time: 10.6280555725s, input_fired_time: 0.2857539952, output_fired_time: 0.0000000000, propagate_forward_time: 9.6725788116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697225571
validation[          , genome  6740] predictions:    9756/  10000 (97.56%), best:    9757/10000 (97.57%), error:       860.85516, best error:       812.14075 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 131.8753051758s, input_fired_time: 2.3294048309, output_fired_time: 2.1507892609, propagate_forward_time: 49.0956573486, propagate_backward_time: 74.4941406250, weight_update_time: 0.1697554141, other_time: 3.8053131104
epoch time: 10.5646982193s, input_fired_time: 0.2953723669, output_fired_time: 0.0000000000, propagate_forward_time: 9.5918750763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774511337
validation[          , genome  6740] predictions:    9727/  10000 (97.27%), best:    9757/10000 (97.57%), error:       909.62933, best error:       812.14075 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 133.4665069580s, input_fired_time: 2.3740651608, output_fired_time: 2.1573762894, propagate_forward_time: 49.6336059570, propagate_backward_time: 75.4177093506, weight_update_time: 0.1702200770, other_time: 3.8837432861
epoch time: 10.7987108231s, input_fired_time: 0.3037842512, output_fired_time: 0.0000000000, propagate_forward_time: 9.7835025787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7114238739
validation[          , genome  6740] predictions:    9727/  10000 (97.27%), best:    9757/10000 (97.57%), error:       921.48981, best error:       812.14075 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 131.3815307617s, input_fired_time: 2.3437330723, output_fired_time: 2.1113507748, propagate_forward_time: 48.8200607300, propagate_backward_time: 74.2586669922, weight_update_time: 0.1727797240, other_time: 3.8477172852
epoch time: 10.7501258850s, input_fired_time: 0.2898154855, output_fired_time: 0.0000000000, propagate_forward_time: 9.7842607498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760492325
validation[          , genome  6740] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       871.17163, best error:       812.14075 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 132.4219818115s, input_fired_time: 2.3534579277, output_fired_time: 2.1729211807, propagate_forward_time: 49.2628326416, propagate_backward_time: 74.7048339844, weight_update_time: 0.1719580889, other_time: 3.9279403687
epoch time: 10.7902469635s, input_fired_time: 0.3035700917, output_fired_time: 0.0000000000, propagate_forward_time: 9.8055696487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6811075211
validation[          , genome  6740] predictions:    9686/  10000 (96.86%), best:    9757/10000 (97.57%), error:      1026.73242, best error:       812.14075 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 131.1138916016s, input_fired_time: 2.3457129002, output_fired_time: 2.1249175072, propagate_forward_time: 48.7222290039, propagate_backward_time: 74.0405044556, weight_update_time: 0.1718641967, other_time: 3.8805236816
epoch time: 10.9158811569s, input_fired_time: 0.2934026718, output_fired_time: 0.0000000000, propagate_forward_time: 9.9423923492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6800861359
validation[          , genome  6740] predictions:    9692/  10000 (96.92%), best:    9757/10000 (97.57%), error:      1068.72974, best error:       812.14075 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 132.6040649414s, input_fired_time: 2.3431437016, output_fired_time: 2.1423311234, propagate_forward_time: 49.2310028076, propagate_backward_time: 74.9948196411, weight_update_time: 0.1762838215, other_time: 3.8927688599
epoch time: 10.7486648560s, input_fired_time: 0.2990983725, output_fired_time: 0.0000000000, propagate_forward_time: 9.7624597549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871070862
validation[          , genome  6740] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       828.10956, best error:       812.14075 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 133.5789947510s, input_fired_time: 2.3586757183, output_fired_time: 2.1427235603, propagate_forward_time: 49.7509880066, propagate_backward_time: 75.4471054077, weight_update_time: 0.1704277843, other_time: 3.8794937134
epoch time: 10.9203195572s, input_fired_time: 0.2984170616, output_fired_time: 0.0000000000, propagate_forward_time: 9.9457445145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761579514
validation[          , genome  6740] predictions:    9756/  10000 (97.56%), best:    9757/10000 (97.57%), error:       831.46747, best error:       812.14075 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 131.6132354736s, input_fired_time: 2.3524653912, output_fired_time: 2.1153321266, propagate_forward_time: 48.9370727539, propagate_backward_time: 74.3908615112, weight_update_time: 0.1690378636, other_time: 3.8175048828
epoch time: 10.9262781143s, input_fired_time: 0.2962911129, output_fired_time: 0.0000000000, propagate_forward_time: 9.9388618469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911249161
validation[          , genome  6740] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:      1058.85437, best error:       812.14075 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 131.6439056396s, input_fired_time: 2.3192753792, output_fired_time: 2.1044414043, propagate_forward_time: 49.0105209351, propagate_backward_time: 74.4092483521, weight_update_time: 0.1686040312, other_time: 3.8004226685
epoch time: 10.7484731674s, input_fired_time: 0.3034770489, output_fired_time: 0.0000000000, propagate_forward_time: 9.7575807571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874151230
validation[          , genome  6740] predictions:    9738/  10000 (97.38%), best:    9757/10000 (97.57%), error:       858.47607, best error:       812.14075 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 131.4529113770s, input_fired_time: 2.3450887203, output_fired_time: 2.1409757137, propagate_forward_time: 48.9092102051, propagate_backward_time: 74.2422103882, weight_update_time: 0.1699906141, other_time: 3.8154220581
epoch time: 11.0044879913s, input_fired_time: 0.3069574237, output_fired_time: 0.0000000000, propagate_forward_time: 10.0172929764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802377701
validation[          , genome  6740] predictions:    9726/  10000 (97.26%), best:    9757/10000 (97.57%), error:       924.06659, best error:       812.14075 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 132.5124206543s, input_fired_time: 2.3915698528, output_fired_time: 2.1393015385, propagate_forward_time: 49.2705535889, propagate_backward_time: 74.7790527344, weight_update_time: 0.1720395088, other_time: 3.9319381714
epoch time: 10.7509517670s, input_fired_time: 0.3016365170, output_fired_time: 0.0000000000, propagate_forward_time: 9.7613258362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6879892349
validation[          , genome  6740] predictions:    9708/  10000 (97.08%), best:    9757/10000 (97.57%), error:      1042.65808, best error:       812.14075 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 131.7013244629s, input_fired_time: 2.3261744976, output_fired_time: 2.1275770664, propagate_forward_time: 49.0293159485, propagate_backward_time: 74.3572540283, weight_update_time: 0.1703291088, other_time: 3.8610076904
epoch time: 10.8884086609s, input_fired_time: 0.3198316097, output_fired_time: 0.0000000000, propagate_forward_time: 9.8680315018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7005453110
validation[          , genome  6740] predictions:    9696/  10000 (96.96%), best:    9757/10000 (97.57%), error:       992.00970, best error:       812.14075 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 131.7160339355s, input_fired_time: 2.3203060627, output_fired_time: 2.1339344978, propagate_forward_time: 49.0679473877, propagate_backward_time: 74.3757400513, weight_update_time: 0.1700930446, other_time: 3.8180999756
epoch time: 10.7195606232s, input_fired_time: 0.2934638560, output_fired_time: 0.0000000000, propagate_forward_time: 9.7382411957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6878557205
validation[          , genome  6740] predictions:    9712/  10000 (97.12%), best:    9757/10000 (97.57%), error:       999.90497, best error:       812.14075 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 131.3673095703s, input_fired_time: 2.3338418007, output_fired_time: 2.1050424576, propagate_forward_time: 48.8496170044, propagate_backward_time: 74.2692947388, weight_update_time: 0.1705698669, other_time: 3.8095092773
epoch time: 10.8241949081s, input_fired_time: 0.2980221808, output_fired_time: 0.0000000000, propagate_forward_time: 9.8331184387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930541992
validation[          , genome  6740] predictions:    9668/  10000 (96.68%), best:    9757/10000 (97.57%), error:      1070.91174, best error:       812.14075 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.4383544922s, input_fired_time: 2.3511290550, output_fired_time: 2.1255109310, propagate_forward_time: 49.5706825256, propagate_backward_time: 75.5160446167, weight_update_time: 0.1705501527, other_time: 3.8749923706
epoch time: 10.7036809921s, input_fired_time: 0.2959931493, output_fired_time: 0.0000000000, propagate_forward_time: 9.7339830399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737051010
validation[          , genome  6740] predictions:    9639/  10000 (96.39%), best:    9757/10000 (97.57%), error:      1265.58618, best error:       812.14075 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 131.8959808350s, input_fired_time: 2.3313755989, output_fired_time: 2.1254739761, propagate_forward_time: 49.1717491150, propagate_backward_time: 74.4476623535, weight_update_time: 0.1743214875, other_time: 3.8197174072
epoch time: 10.7775993347s, input_fired_time: 0.2968426347, output_fired_time: 0.0000000000, propagate_forward_time: 9.7924823761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882743835
validation[          , genome  6740] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       934.45544, best error:       812.14075 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 131.0281219482s, input_fired_time: 2.3585460186, output_fired_time: 2.1002390385, propagate_forward_time: 48.7566032410, propagate_backward_time: 73.9235000610, weight_update_time: 0.1720806211, other_time: 3.8892288208
epoch time: 10.6781101227s, input_fired_time: 0.2944749594, output_fired_time: 0.0000000000, propagate_forward_time: 9.6972169876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864185333
validation[          , genome  6740] predictions:    9680/  10000 (96.80%), best:    9757/10000 (97.57%), error:      1051.85474, best error:       812.14075 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 131.7998657227s, input_fired_time: 2.3150537014, output_fired_time: 2.1346595287, propagate_forward_time: 49.0721092224, propagate_backward_time: 74.4556045532, weight_update_time: 0.1683069766, other_time: 3.8224411011
epoch time: 10.7118062973s, input_fired_time: 0.3011237979, output_fired_time: 0.0000000000, propagate_forward_time: 9.7292490005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6814336777
validation[          , genome  6740] predictions:    9677/  10000 (96.77%), best:    9757/10000 (97.57%), error:      1049.85010, best error:       812.14075 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.0220794678s, input_fired_time: 2.3809926510, output_fired_time: 2.1478207111, propagate_forward_time: 49.4662170410, propagate_backward_time: 75.1244201660, weight_update_time: 0.1729137450, other_time: 3.9026184082
epoch time: 10.9041023254s, input_fired_time: 0.2934762836, output_fired_time: 0.0000000000, propagate_forward_time: 9.9068260193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7038002014
validation[          , genome  6740] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       887.70966, best error:       812.14075 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 131.3959045410s, input_fired_time: 2.3384897709, output_fired_time: 2.1172480583, propagate_forward_time: 48.8407974243, propagate_backward_time: 74.2277069092, weight_update_time: 0.1720820367, other_time: 3.8716659546
epoch time: 10.8440284729s, input_fired_time: 0.2960271835, output_fired_time: 0.0000000000, propagate_forward_time: 9.8795223236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684789658
validation[          , genome  6740] predictions:    9727/  10000 (97.27%), best:    9757/10000 (97.57%), error:       898.08240, best error:       812.14075 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 132.0683898926s, input_fired_time: 2.3522007465, output_fired_time: 2.1183068752, propagate_forward_time: 49.0672454834, propagate_backward_time: 74.6567840576, weight_update_time: 0.1712983251, other_time: 3.8738479614
epoch time: 10.8624563217s, input_fired_time: 0.2957566381, output_fired_time: 0.0000000000, propagate_forward_time: 9.8864259720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802740097
validation[          , genome  6740] predictions:    9754/  10000 (97.54%), best:    9757/10000 (97.57%), error:       879.09198, best error:       812.14075 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 132.1818084717s, input_fired_time: 2.3475897312, output_fired_time: 2.1287949085, propagate_forward_time: 49.1274871826, propagate_backward_time: 74.6691818237, weight_update_time: 0.1712777317, other_time: 3.9087524414
epoch time: 10.6584072113s, input_fired_time: 0.2951289415, output_fired_time: 0.0000000000, propagate_forward_time: 9.6782360077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850423813
validation[          , genome  6740] predictions:    9685/  10000 (96.85%), best:    9757/10000 (97.57%), error:      1042.07178, best error:       812.14075 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 132.4675292969s, input_fired_time: 2.3463189602, output_fired_time: 2.1145718098, propagate_forward_time: 49.2167968750, propagate_backward_time: 74.9079971313, weight_update_time: 0.1701711416, other_time: 3.8818435669
epoch time: 10.8488674164s, input_fired_time: 0.3039605021, output_fired_time: 0.0000000000, propagate_forward_time: 9.8280391693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7168674469
validation[          , genome  6740] predictions:    9751/  10000 (97.51%), best:    9757/10000 (97.57%), error:       889.72809, best error:       812.14075 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 131.1234588623s, input_fired_time: 2.3368406296, output_fired_time: 2.1143321991, propagate_forward_time: 48.6576728821, propagate_backward_time: 74.1049118042, weight_update_time: 0.1703162789, other_time: 3.9097061157
epoch time: 10.7462835312s, input_fired_time: 0.2997481525, output_fired_time: 0.0000000000, propagate_forward_time: 9.7674236298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6791114807
validation[          , genome  6740] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       963.98511, best error:       812.14075 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 131.2784423828s, input_fired_time: 2.3150172234, output_fired_time: 2.1217553616, propagate_forward_time: 48.8636016846, propagate_backward_time: 74.1077651978, weight_update_time: 0.1738948971, other_time: 3.8703002930
epoch time: 10.6913642883s, input_fired_time: 0.2976357937, output_fired_time: 0.0000000000, propagate_forward_time: 9.7080125809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6857156754
validation[          , genome  6740] predictions:    9689/  10000 (96.89%), best:    9757/10000 (97.57%), error:      1069.89722, best error:       812.14075 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 131.4476776123s, input_fired_time: 2.3237702847, output_fired_time: 2.1343476772, propagate_forward_time: 48.9184226990, propagate_backward_time: 74.2627639771, weight_update_time: 0.1737896353, other_time: 3.8083724976
epoch time: 10.7449159622s, input_fired_time: 0.2925458550, output_fired_time: 0.0000000000, propagate_forward_time: 9.7717962265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6805734634
validation[          , genome  6740] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:       976.00031, best error:       812.14075 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 131.6852569580s, input_fired_time: 2.3514761925, output_fired_time: 2.1440424919, propagate_forward_time: 48.9478225708, propagate_backward_time: 74.3479461670, weight_update_time: 0.1770378351, other_time: 3.8939743042
epoch time: 10.7346897125s, input_fired_time: 0.3011824787, output_fired_time: 0.0000000000, propagate_forward_time: 9.7482233047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852836609
validation[          , genome  6740] predictions:    9755/  10000 (97.55%), best:    9757/10000 (97.57%), error:       828.27344, best error:       812.14075 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.7256927490s, input_fired_time: 2.3460872173, output_fired_time: 2.1305325031, propagate_forward_time: 49.3236808777, propagate_backward_time: 74.9751968384, weight_update_time: 0.1751440912, other_time: 3.9501876831
epoch time: 10.8715753555s, input_fired_time: 0.2980244756, output_fired_time: 0.0000000000, propagate_forward_time: 9.8765668869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969842911
validation[          , genome  6740] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       918.51593, best error:       812.14075 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 130.2729797363s, input_fired_time: 2.3284759521, output_fired_time: 2.0947992802, propagate_forward_time: 48.4224739075, propagate_backward_time: 73.5300140381, weight_update_time: 0.1719534844, other_time: 3.8972167969
epoch time: 10.9848299026s, input_fired_time: 0.3071087599, output_fired_time: 0.0000000000, propagate_forward_time: 9.9815759659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961450577
validation[          , genome  6740] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       864.01898, best error:       812.14075 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.3294830322s, input_fired_time: 2.3196146488, output_fired_time: 2.1054110527, propagate_forward_time: 48.8563117981, propagate_backward_time: 74.2624282837, weight_update_time: 0.1754297167, other_time: 3.7857284546
epoch time: 10.5935306549s, input_fired_time: 0.3013119400, output_fired_time: 0.0000000000, propagate_forward_time: 9.6121273041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6800918579
validation[          , genome  6740] predictions:    9754/  10000 (97.54%), best:    9757/10000 (97.57%), error:       910.75702, best error:       812.14075 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 131.8132171631s, input_fired_time: 2.3410630226, output_fired_time: 2.1352374554, propagate_forward_time: 49.0191040039, propagate_backward_time: 74.4623184204, weight_update_time: 0.1719072312, other_time: 3.8554916382
epoch time: 10.6803960800s, input_fired_time: 0.3009375036, output_fired_time: 0.0000000000, propagate_forward_time: 9.6952705383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841878891
validation[          , genome  6740] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       911.44232, best error:       812.14075 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 132.8571777344s, input_fired_time: 2.3428285122, output_fired_time: 2.1478135586, propagate_forward_time: 49.4598503113, propagate_backward_time: 75.0183792114, weight_update_time: 0.1739621460, other_time: 3.8882980347
epoch time: 10.7137432098s, input_fired_time: 0.2892252803, output_fired_time: 0.0000000000, propagate_forward_time: 9.7519397736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725778580
validation[          , genome  6740] predictions:    9730/  10000 (97.30%), best:    9757/10000 (97.57%), error:       959.74823, best error:       812.14075 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 131.1975402832s, input_fired_time: 2.3532824516, output_fired_time: 2.1006128788, propagate_forward_time: 48.8663291931, propagate_backward_time: 74.0056686401, weight_update_time: 0.1756486595, other_time: 3.8716354370
epoch time: 10.7153978348s, input_fired_time: 0.3001854122, output_fired_time: 0.0000000000, propagate_forward_time: 9.7317600250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6834526062
validation[          , genome  6740] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       915.30457, best error:       812.14075 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 130.8772277832s, input_fired_time: 2.3514864445, output_fired_time: 2.1161317825, propagate_forward_time: 48.6314392090, propagate_backward_time: 73.8878097534, weight_update_time: 0.1732746065, other_time: 3.8903579712
epoch time: 10.6946182251s, input_fired_time: 0.2980548441, output_fired_time: 0.0000000000, propagate_forward_time: 9.7088613510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877021790
validation[          , genome  6740] predictions:    9691/  10000 (96.91%), best:    9757/10000 (97.57%), error:      1054.97852, best error:       812.14075 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.4923858643s, input_fired_time: 2.3378605843, output_fired_time: 2.1380698681, propagate_forward_time: 48.9572563171, propagate_backward_time: 74.2446823120, weight_update_time: 0.1687313169, other_time: 3.8145217896
epoch time: 10.6876611710s, input_fired_time: 0.2955864668, output_fired_time: 0.0000000000, propagate_forward_time: 9.7192010880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728734970
validation[          , genome  6740] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       859.09753, best error:       812.14075 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.4886322021s, input_fired_time: 2.3666565418, output_fired_time: 2.1251811981, propagate_forward_time: 49.2545433044, propagate_backward_time: 74.8413619995, weight_update_time: 0.1751420796, other_time: 3.9008865356
epoch time: 10.7170286179s, input_fired_time: 0.2945901752, output_fired_time: 0.0000000000, propagate_forward_time: 9.7270460129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953926086
validation[          , genome  6740] predictions:    9730/  10000 (97.30%), best:    9757/10000 (97.57%), error:       925.02063, best error:       812.14075 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.6944732666s, input_fired_time: 2.3668797016, output_fired_time: 2.1415657997, propagate_forward_time: 49.1760635376, propagate_backward_time: 75.0978240967, weight_update_time: 0.1777615398, other_time: 3.9121322632
epoch time: 10.8452157974s, input_fired_time: 0.3088699281, output_fired_time: 0.0000000000, propagate_forward_time: 9.8468046188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895408630
validation[          , genome  6740] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       913.25885, best error:       812.14075 on epoch:    42, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 130.7092132568s, input_fired_time: 2.3171420097, output_fired_time: 2.0969078541, propagate_forward_time: 48.6269950867, propagate_backward_time: 73.8508758545, weight_update_time: 0.1696708202, other_time: 3.8172912598
epoch time: 10.7501516342s, input_fired_time: 0.2957625389, output_fired_time: 0.0000000000, propagate_forward_time: 9.7707357407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836538315
validation[          , genome  6740] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       910.74133, best error:       812.14075 on epoch:    42, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 131.7564544678s, input_fired_time: 2.3277318478, output_fired_time: 2.1246516705, propagate_forward_time: 49.0892906189, propagate_backward_time: 74.4094924927, weight_update_time: 0.1687971801, other_time: 3.8052902222
epoch time: 10.7586517334s, input_fired_time: 0.3018832803, output_fired_time: 0.0000000000, propagate_forward_time: 9.7763519287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804161072
validation[          , genome  6740] predictions:    9741/  10000 (97.41%), best:    9757/10000 (97.57%), error:       891.03955, best error:       812.14075 on epoch:    42, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 133.1847991943s, input_fired_time: 2.3954455853, output_fired_time: 2.1522374153, propagate_forward_time: 49.3990631104, propagate_backward_time: 75.3098144531, weight_update_time: 0.1712746024, other_time: 3.9282379150
epoch time: 11.1188859940s, input_fired_time: 0.3100698292, output_fired_time: 0.0000000000, propagate_forward_time: 10.0934009552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7154150009
validation[          , genome  6740] predictions:    9746/  10000 (97.46%), best:    9757/10000 (97.57%), error:       859.59845, best error:       812.14075 on epoch:    42, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 130.9333953857s, input_fired_time: 2.3342676163, output_fired_time: 2.1210355759, propagate_forward_time: 48.6917610168, propagate_backward_time: 73.9188995361, weight_update_time: 0.1709845960, other_time: 3.8674316406
epoch time: 10.6094341278s, input_fired_time: 0.2928744853, output_fired_time: 0.0000000000, propagate_forward_time: 9.6509885788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655712128
validation[          , genome  6740] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       882.92224, best error:       812.14075 on epoch:    42, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 130.8694000244s, input_fired_time: 2.3480081558, output_fired_time: 2.1058368683, propagate_forward_time: 48.6103439331, propagate_backward_time: 73.9392547607, weight_update_time: 0.1706500053, other_time: 3.8659591675
epoch time: 10.9232435226s, input_fired_time: 0.3001757264, output_fired_time: 0.0000000000, propagate_forward_time: 9.9508905411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721773148
validation[          , genome  6740] predictions:    9718/  10000 (97.18%), best:    9757/10000 (97.57%), error:       965.43652, best error:       812.14075 on epoch:    42, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 131.5412902832s, input_fired_time: 2.3291344643, output_fired_time: 2.1129577160, propagate_forward_time: 48.8901290894, propagate_backward_time: 74.3612594604, weight_update_time: 0.1696551591, other_time: 3.8478088379
epoch time: 10.8037004471s, input_fired_time: 0.3008834422, output_fired_time: 0.0000000000, propagate_forward_time: 9.8114309311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6913862228
validation[          , genome  6740] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       956.98914, best error:       812.14075 on epoch:    42, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 130.9912872314s, input_fired_time: 2.3571743965, output_fired_time: 2.1202621460, propagate_forward_time: 48.7391281128, propagate_backward_time: 73.8894729614, weight_update_time: 0.1729447991, other_time: 3.8852462769
epoch time: 10.9925098419s, input_fired_time: 0.3066883683, output_fired_time: 0.0000000000, propagate_forward_time: 9.9652080536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206134796
validation[          , genome  6740] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:       971.17261, best error:       812.14075 on epoch:    42, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 131.8054809570s, input_fired_time: 2.3478436470, output_fired_time: 2.1426489353, propagate_forward_time: 48.9580993652, propagate_backward_time: 74.5229034424, weight_update_time: 0.1770489961, other_time: 3.8339920044
epoch time: 10.6151790619s, input_fired_time: 0.2886883914, output_fired_time: 0.0000000000, propagate_forward_time: 9.6570072174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6694831848
validation[          , genome  6740] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       899.30090, best error:       812.14075 on epoch:    42, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 131.6620483398s, input_fired_time: 2.3495101929, output_fired_time: 2.1235795021, propagate_forward_time: 49.0627593994, propagate_backward_time: 74.2768554688, weight_update_time: 0.1751364172, other_time: 3.8493347168
epoch time: 10.8026924133s, input_fired_time: 0.3107963800, output_fired_time: 0.0000000000, propagate_forward_time: 9.8024301529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894655228
validation[          , genome  6740] predictions:    9729/  10000 (97.29%), best:    9757/10000 (97.57%), error:       939.93622, best error:       812.14075 on epoch:    42, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 130.3059997559s, input_fired_time: 2.3632926941, output_fired_time: 2.1066875458, propagate_forward_time: 48.3801345825, propagate_backward_time: 73.5780334473, weight_update_time: 0.1718351990, other_time: 3.8778457642
epoch time: 10.7862110138s, input_fired_time: 0.2983365357, output_fired_time: 0.0000000000, propagate_forward_time: 9.8069496155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809244156
validation[          , genome  6740] predictions:    9756/  10000 (97.56%), best:    9757/10000 (97.57%), error:       864.22589, best error:       812.14075 on epoch:    42, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 131.7165679932s, input_fired_time: 2.3574948311, output_fired_time: 2.1346113682, propagate_forward_time: 48.9580039978, propagate_backward_time: 74.4237213135, weight_update_time: 0.1695529819, other_time: 3.8427276611
epoch time: 11.0601692200s, input_fired_time: 0.2978368998, output_fired_time: 0.0000000000, propagate_forward_time: 10.0649595261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973724365
validation[          , genome  6740] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:      1081.49170, best error:       812.14075 on epoch:    42, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 132.0525054932s, input_fired_time: 2.3616640568, output_fired_time: 2.1304745674, propagate_forward_time: 49.1511764526, propagate_backward_time: 74.5301818848, weight_update_time: 0.1701733023, other_time: 3.8790054321
epoch time: 10.8557834625s, input_fired_time: 0.3039852679, output_fired_time: 0.0000000000, propagate_forward_time: 9.8772573471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6745405197
validation[          , genome  6740] predictions:    9728/  10000 (97.28%), best:    9757/10000 (97.57%), error:       922.87982, best error:       812.14075 on epoch:    42, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 131.9935607910s, input_fired_time: 2.3633966446, output_fired_time: 2.1428537369, propagate_forward_time: 49.0692100525, propagate_backward_time: 74.5098190308, weight_update_time: 0.1714347899, other_time: 3.9082717896
epoch time: 10.9256105423s, input_fired_time: 0.3014764190, output_fired_time: 0.0000000000, propagate_forward_time: 9.9442434311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6798906326
validation[          , genome  6740] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       879.46185, best error:       812.14075 on epoch:    42, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 131.8458251953s, input_fired_time: 2.3351438046, output_fired_time: 2.1045465469, propagate_forward_time: 49.0854949951, propagate_backward_time: 74.4752960205, weight_update_time: 0.1711050123, other_time: 3.8453445435
epoch time: 10.7841405869s, input_fired_time: 0.3043643534, output_fired_time: 0.0000000000, propagate_forward_time: 9.8042268753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6755495071
validation[          , genome  6740] predictions:    9721/  10000 (97.21%), best:    9757/10000 (97.57%), error:       965.16937, best error:       812.14075 on epoch:    42, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 131.1393432617s, input_fired_time: 2.3494591713, output_fired_time: 2.1263592243, propagate_forward_time: 48.7218589783, propagate_backward_time: 74.0694885254, weight_update_time: 0.1716856211, other_time: 3.8721771240
epoch time: 10.6624116898s, input_fired_time: 0.2992006540, output_fired_time: 0.0000000000, propagate_forward_time: 9.6797084808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835021973
validation[          , genome  6740] predictions:    9723/  10000 (97.23%), best:    9757/10000 (97.57%), error:       948.09723, best error:       812.14075 on epoch:    42, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 133.1782836914s, input_fired_time: 2.3385756016, output_fired_time: 2.1643168926, propagate_forward_time: 49.4953308105, propagate_backward_time: 75.2866592407, weight_update_time: 0.1683232039, other_time: 3.8933944702
epoch time: 11.0714559555s, input_fired_time: 0.3142488003, output_fired_time: 0.0000000000, propagate_forward_time: 10.0490074158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081995010
validation[          , genome  6740] predictions:    9744/  10000 (97.44%), best:    9757/10000 (97.57%), error:       903.22375, best error:       812.14075 on epoch:    42, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.3925476074s, input_fired_time: 2.3430826664, output_fired_time: 2.1267797947, propagate_forward_time: 48.8150978088, propagate_backward_time: 74.2559661865, weight_update_time: 0.1697794795, other_time: 3.8516235352
epoch time: 10.7397460938s, input_fired_time: 0.3004735410, output_fired_time: 0.0000000000, propagate_forward_time: 9.7542104721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850624084
validation[          , genome  6740] predictions:    9744/  10000 (97.44%), best:    9757/10000 (97.57%), error:       916.53119, best error:       812.14075 on epoch:    42, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 131.0014343262s, input_fired_time: 2.3541109562, output_fired_time: 2.0982034206, propagate_forward_time: 48.7106018066, propagate_backward_time: 73.9674530029, weight_update_time: 0.1721588671, other_time: 3.8710632324
epoch time: 10.7823953629s, input_fired_time: 0.3031932116, output_fired_time: 0.0000000000, propagate_forward_time: 9.8166265488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625757217
validation[          , genome  6740] predictions:    9703/  10000 (97.03%), best:    9757/10000 (97.57%), error:      1031.31055, best error:       812.14075 on epoch:    42, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 131.3588714600s, input_fired_time: 2.3303818703, output_fired_time: 2.1112506390, propagate_forward_time: 48.8041648865, propagate_backward_time: 74.3328094482, weight_update_time: 0.1689376831, other_time: 3.7802581787
epoch time: 10.7750883102s, input_fired_time: 0.3079895377, output_fired_time: 0.0000000000, propagate_forward_time: 9.7964820862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6706171036
validation[          , genome  6740] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       925.61884, best error:       812.14075 on epoch:    42, 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: 54.9376220703s, input_fired_time: 1.5154843330, output_fired_time: 0.0000000000, propagate_forward_time: 49.7541313171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6680068970
best training[          , genome  6740] predictions:   49498/  50000 (99.00%), best:    9757/10000 (97.57%), error:      1908.42810, best error:       812.14075 on epoch:    42, 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: 11.1696529388s, input_fired_time: 0.2970569432, output_fired_time: 0.0000000000, propagate_forward_time: 10.1337490082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7388467789
   testing[          , genome  6740] predictions:    9789/  10000 (97.89%), best:    9757/10000 (97.57%), error:       680.21289, best error:       812.14075 on epoch:    42, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:27:12 (4416): called boinc_finish(0)

</stderr_txt>
]]>