Nameexact_genome_1512568488_41_6901_0
Workunit2605813
Created7 Dec 2017, 22:45:08 UTC
Sent7 Dec 2017, 22:47:12 UTC
Report deadline17 Dec 2017, 14:56:35 UTC
Received8 Dec 2017, 12:45:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 27 min 51 sec
CPU time5 hours 15 min 57 sec
Validate stateValid
Credit2,418.30
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.51 MB
Peak swap size158.58 MB
Peak disk usage1.94 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
98.32507 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 176.0126495361s, input_fired_time: 1.6966164112, output_fired_time: 1.6167963743, propagate_forward_time: 67.5373153687, propagate_backward_time: 101.7359771729, weight_update_time: 0.1880709678, other_time: 3.4259567261
epoch time: 14.3598842621s, input_fired_time: 0.2225500345, output_fired_time: 0.0000000000, propagate_forward_time: 13.5090951920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282386780
validation[          , genome  6901] predictions:    9649/  10000 (96.49%), best:    9730/10000 (97.30%), error:      1176.92322, best error:       898.32507 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 178.3025817871s, input_fired_time: 1.7151435614, output_fired_time: 1.6610475779, propagate_forward_time: 67.9767303467, propagate_backward_time: 103.5032348633, weight_update_time: 0.1851357073, other_time: 3.4464263916
epoch time: 15.3906545639s, input_fired_time: 0.2172892094, output_fired_time: 0.0000000000, propagate_forward_time: 14.5092182159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641473770
validation[          , genome  6901] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:      1034.64124, best error:       898.32507 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 176.5926208496s, input_fired_time: 1.7174581289, output_fired_time: 1.6278645992, propagate_forward_time: 67.6028442383, propagate_backward_time: 102.1634597778, weight_update_time: 0.1851781905, other_time: 3.4809951782
epoch time: 14.1726188660s, input_fired_time: 0.2117749602, output_fired_time: 0.0000000000, propagate_forward_time: 13.3240385056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368055344
validation[          , genome  6901] predictions:    9703/  10000 (97.03%), best:    9730/10000 (97.30%), error:       988.81079, best error:       898.32507 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 177.5141601563s, input_fired_time: 1.7492958307, output_fired_time: 1.6585353613, propagate_forward_time: 67.8155822754, propagate_backward_time: 102.8251953125, weight_update_time: 0.1879880875, other_time: 3.4655456543
epoch time: 14.2125339508s, input_fired_time: 0.2148469836, output_fired_time: 0.0000000000, propagate_forward_time: 13.3760929108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215944290
validation[          , genome  6901] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:      1079.62109, best error:       898.32507 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.6787567139s, input_fired_time: 1.7388049364, output_fired_time: 1.6024885178, propagate_forward_time: 67.7383728027, propagate_backward_time: 103.0325775146, weight_update_time: 0.1850814670, other_time: 3.5665130615
epoch time: 13.3322839737s, input_fired_time: 0.2023034543, output_fired_time: 0.0000000000, propagate_forward_time: 12.5247936249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051864624
validation[          , genome  6901] predictions:    9676/  10000 (96.76%), best:    9730/10000 (97.30%), error:      1022.95380, best error:       898.32507 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 175.2090759277s, input_fired_time: 1.7065483332, output_fired_time: 1.6506052017, propagate_forward_time: 67.0373992920, propagate_backward_time: 101.3517227173, weight_update_time: 0.1927047521, other_time: 3.4628067017
epoch time: 14.2090883255s, input_fired_time: 0.2109137774, output_fired_time: 0.0000000000, propagate_forward_time: 13.3801050186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180696487
validation[          , genome  6901] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:      1000.56390, best error:       898.32507 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 176.0622863770s, input_fired_time: 1.7293561697, output_fired_time: 1.6064349413, propagate_forward_time: 67.2357788086, propagate_backward_time: 102.0653457642, weight_update_time: 0.1853410453, other_time: 3.4253768921
epoch time: 14.0411100388s, input_fired_time: 0.2105584443, output_fired_time: 0.0000000000, propagate_forward_time: 13.2199087143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106424332
validation[          , genome  6901] predictions:    9676/  10000 (96.76%), best:    9730/10000 (97.30%), error:      1021.14038, best error:       898.32507 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 175.6532897949s, input_fired_time: 1.7001227140, output_fired_time: 1.6001650095, propagate_forward_time: 67.0411911011, propagate_backward_time: 101.8752212524, weight_update_time: 0.1853728294, other_time: 3.4365997314
epoch time: 14.3396186829s, input_fired_time: 0.2126530260, output_fired_time: 0.0000000000, propagate_forward_time: 13.4922132492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6347522736
validation[          , genome  6901] predictions:    9677/  10000 (96.77%), best:    9730/10000 (97.30%), error:      1112.74084, best error:       898.32507 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 174.5543365479s, input_fired_time: 1.6824052334, output_fired_time: 1.6054898500, propagate_forward_time: 66.6533126831, propagate_backward_time: 101.2001571655, weight_update_time: 0.1836616695, other_time: 3.4129791260
epoch time: 14.4573049545s, input_fired_time: 0.2126719803, output_fired_time: 0.0000000000, propagate_forward_time: 13.6055707932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390619278
validation[          , genome  6901] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:      1004.12488, best error:       898.32507 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 175.4500885010s, input_fired_time: 1.7355051041, output_fired_time: 1.6117669344, propagate_forward_time: 67.0628967285, propagate_backward_time: 101.5596847534, weight_update_time: 0.1853973418, other_time: 3.4802322388
epoch time: 14.4189357758s, input_fired_time: 0.2123996019, output_fired_time: 0.0000000000, propagate_forward_time: 13.5740737915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324625015
validation[          , genome  6901] predictions:    9704/  10000 (97.04%), best:    9730/10000 (97.30%), error:       968.17285, best error:       898.32507 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 175.4401550293s, input_fired_time: 1.7516428232, output_fired_time: 1.6084334850, propagate_forward_time: 67.0027313232, propagate_backward_time: 101.6453933716, weight_update_time: 0.1915352643, other_time: 3.4319534302
epoch time: 14.2358932495s, input_fired_time: 0.2139033526, output_fired_time: 0.0000000000, propagate_forward_time: 13.3993482590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226415634
validation[          , genome  6901] predictions:    9696/  10000 (96.96%), best:    9730/10000 (97.30%), error:      1016.46381, best error:       898.32507 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 177.0986022949s, input_fired_time: 1.6994814873, output_fired_time: 1.6226508617, propagate_forward_time: 67.6247329712, propagate_backward_time: 102.6634216309, weight_update_time: 0.1858484000, other_time: 3.4883193970
epoch time: 14.3698329926s, input_fired_time: 0.2114978582, output_fired_time: 0.0000000000, propagate_forward_time: 13.5468282700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6115064621
validation[          , genome  6901] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:      1017.89355, best error:       898.32507 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 176.0491638184s, input_fired_time: 1.7201102972, output_fired_time: 1.6129851341, propagate_forward_time: 67.3249969482, propagate_backward_time: 101.8905944824, weight_update_time: 0.1895369440, other_time: 3.5004730225
epoch time: 15.4055347443s, input_fired_time: 0.2117785662, output_fired_time: 0.0000000000, propagate_forward_time: 14.5030202866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6907358170
validation[          , genome  6901] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       894.19763, best error:       894.19763 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 175.4410400391s, input_fired_time: 1.6939052343, output_fired_time: 1.6118223667, propagate_forward_time: 66.9868927002, propagate_backward_time: 101.6806640625, weight_update_time: 0.1900715083, other_time: 3.4677581787
epoch time: 14.3685245514s, input_fired_time: 0.2132239342, output_fired_time: 0.0000000000, propagate_forward_time: 13.5294132233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258869171
validation[          , genome  6901] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       905.72729, best error:       894.19763 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 176.6287841797s, input_fired_time: 1.6933076382, output_fired_time: 1.6152743101, propagate_forward_time: 67.5164566040, propagate_backward_time: 102.2922668457, weight_update_time: 0.1849487871, other_time: 3.5114669800
epoch time: 14.2497081757s, input_fired_time: 0.2128081322, output_fired_time: 0.0000000000, propagate_forward_time: 13.4056673050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312322617
validation[          , genome  6901] predictions:    9699/  10000 (96.99%), best:    9749/10000 (97.49%), error:       990.24310, best error:       894.19763 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 175.7764587402s, input_fired_time: 1.6999268532, output_fired_time: 1.6053366661, propagate_forward_time: 67.3051223755, propagate_backward_time: 101.7061309814, weight_update_time: 0.1851423830, other_time: 3.4599533081
epoch time: 13.5390319824s, input_fired_time: 0.2077629119, output_fired_time: 0.0000000000, propagate_forward_time: 12.7262573242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050119400
validation[          , genome  6901] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       880.85962, best error:       880.85962 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 175.6797332764s, input_fired_time: 1.7099397182, output_fired_time: 1.6348973513, propagate_forward_time: 66.9550170898, propagate_backward_time: 101.9373931885, weight_update_time: 0.1850922555, other_time: 3.4424743652
epoch time: 14.2751026154s, input_fired_time: 0.2139453292, output_fired_time: 0.0000000000, propagate_forward_time: 13.4438409805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6173162460
validation[          , genome  6901] predictions:    9689/  10000 (96.89%), best:    9754/10000 (97.54%), error:      1012.97552, best error:       880.85962 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 173.8377838135s, input_fired_time: 1.6883773804, output_fired_time: 1.6353324652, propagate_forward_time: 66.1557617188, propagate_backward_time: 100.9338760376, weight_update_time: 0.1849104017, other_time: 3.4244461060
epoch time: 14.5688295364s, input_fired_time: 0.2179890722, output_fired_time: 0.0000000000, propagate_forward_time: 13.7045326233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463079453
validation[          , genome  6901] predictions:    9671/  10000 (96.71%), best:    9754/10000 (97.54%), error:      1141.53479, best error:       880.85962 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 174.5091705322s, input_fired_time: 1.7069410086, output_fired_time: 1.6386227608, propagate_forward_time: 66.7633819580, propagate_backward_time: 100.9817504883, weight_update_time: 0.1863916665, other_time: 3.4184722900
epoch time: 14.5549993515s, input_fired_time: 0.2162042409, output_fired_time: 0.0000000000, propagate_forward_time: 13.7025785446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362161636
validation[          , genome  6901] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       866.08014, best error:       866.08014 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 177.4102478027s, input_fired_time: 1.7190940380, output_fired_time: 1.6285324097, propagate_forward_time: 67.7832489014, propagate_backward_time: 102.7199859619, weight_update_time: 0.2036584765, other_time: 3.5593872070
epoch time: 14.4249515533s, input_fired_time: 0.2160998732, output_fired_time: 0.0000000000, propagate_forward_time: 13.5881719589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206798553
validation[          , genome  6901] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:      1018.83160, best error:       866.08014 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 176.8753662109s, input_fired_time: 1.7115164995, output_fired_time: 1.6100189686, propagate_forward_time: 67.7121276855, propagate_backward_time: 102.3718643188, weight_update_time: 0.1853082329, other_time: 3.4698410034
epoch time: 14.4117984772s, input_fired_time: 0.2125588655, output_fired_time: 0.0000000000, propagate_forward_time: 13.5667142868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6325254440
validation[          , genome  6901] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       819.29053, best error:       819.29053 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 175.6835632324s, input_fired_time: 1.7116767168, output_fired_time: 1.6166648865, propagate_forward_time: 67.0940322876, propagate_backward_time: 101.7980651855, weight_update_time: 0.1861653179, other_time: 3.4631271362
epoch time: 14.3653182983s, input_fired_time: 0.2162805498, output_fired_time: 0.0000000000, propagate_forward_time: 13.5105257034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385116577
validation[          , genome  6901] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       905.99469, best error:       819.29053 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 176.8468627930s, input_fired_time: 1.7194864750, output_fired_time: 1.6201367378, propagate_forward_time: 67.5695037842, propagate_backward_time: 102.4706649780, weight_update_time: 0.1854193509, other_time: 3.4670791626
epoch time: 14.8633928299s, input_fired_time: 0.2247495651, output_fired_time: 0.0000000000, propagate_forward_time: 13.9715948105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670484543
validation[          , genome  6901] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       898.71625, best error:       819.29053 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 176.5201416016s, input_fired_time: 1.7136396170, output_fired_time: 1.6285108328, propagate_forward_time: 67.3842163086, propagate_backward_time: 102.3163909912, weight_update_time: 0.1866589040, other_time: 3.4773864746
epoch time: 14.9254341125s, input_fired_time: 0.2189055979, output_fired_time: 0.0000000000, propagate_forward_time: 14.0720586777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344699860
validation[          , genome  6901] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       953.90173, best error:       819.29053 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 177.1824035645s, input_fired_time: 1.7296401262, output_fired_time: 1.6272522211, propagate_forward_time: 67.6534042358, propagate_backward_time: 102.6307220459, weight_update_time: 0.2018545866, other_time: 3.5413742065
epoch time: 14.2626075745s, input_fired_time: 0.2151423693, output_fired_time: 0.0000000000, propagate_forward_time: 13.4006624222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468029022
validation[          , genome  6901] predictions:    9733/  10000 (97.33%), best:    9770/10000 (97.70%), error:       918.22357, best error:       819.29053 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 175.7048034668s, input_fired_time: 1.7107743025, output_fired_time: 1.6192603111, propagate_forward_time: 67.2565307617, propagate_backward_time: 101.6578445435, weight_update_time: 0.1914881170, other_time: 3.4603958130
epoch time: 14.1367874146s, input_fired_time: 0.2146406025, output_fired_time: 0.0000000000, propagate_forward_time: 13.3035602570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185865402
validation[          , genome  6901] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       894.89575, best error:       819.29053 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 176.6803588867s, input_fired_time: 1.7011885643, output_fired_time: 1.6455770731, propagate_forward_time: 67.5248565674, propagate_backward_time: 102.2489852905, weight_update_time: 0.1902111471, other_time: 3.5597457886
epoch time: 14.1568632126s, input_fired_time: 0.2148505449, output_fired_time: 0.0000000000, propagate_forward_time: 13.3173418045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246709824
validation[          , genome  6901] predictions:    9473/  10000 (94.73%), best:    9770/10000 (97.70%), error:      1684.39514, best error:       819.29053 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 176.9909057617s, input_fired_time: 1.7112222910, output_fired_time: 1.6062508821, propagate_forward_time: 67.7098464966, propagate_backward_time: 102.5093765259, weight_update_time: 0.1863619238, other_time: 3.4542083740
epoch time: 14.4104099274s, input_fired_time: 0.2167669386, output_fired_time: 0.0000000000, propagate_forward_time: 13.5417127609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519298553
validation[          , genome  6901] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       911.53137, best error:       819.29053 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 175.9206085205s, input_fired_time: 1.7248095274, output_fired_time: 1.6222757101, propagate_forward_time: 67.2185134888, propagate_backward_time: 101.9119949341, weight_update_time: 0.1939222515, other_time: 3.4430236816
epoch time: 14.1759309769s, input_fired_time: 0.2154700607, output_fired_time: 0.0000000000, propagate_forward_time: 13.3363113403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241493225
validation[          , genome  6901] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       832.98163, best error:       819.29053 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 178.1122283936s, input_fired_time: 1.7279255390, output_fired_time: 1.6422659159, propagate_forward_time: 67.8598861694, propagate_backward_time: 103.3680801392, weight_update_time: 0.2278013378, other_time: 3.5140686035
epoch time: 14.2826662064s, input_fired_time: 0.2141782939, output_fired_time: 0.0000000000, propagate_forward_time: 13.4325847626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359033585
validation[          , genome  6901] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       916.44910, best error:       819.29053 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 177.0553131104s, input_fired_time: 1.7160875797, output_fired_time: 1.6026289463, propagate_forward_time: 67.5498275757, propagate_backward_time: 102.6870269775, weight_update_time: 0.1886997372, other_time: 3.4997329712
epoch time: 14.8516244888s, input_fired_time: 0.2173122615, output_fired_time: 0.0000000000, propagate_forward_time: 13.9609375000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733751297
validation[          , genome  6901] predictions:    9740/  10000 (97.40%), best:    9770/10000 (97.70%), error:       867.72717, best error:       819.29053 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 178.0646514893s, input_fired_time: 1.7228257656, output_fired_time: 1.6826593876, propagate_forward_time: 67.7863540649, propagate_backward_time: 103.2723541260, weight_update_time: 0.1899711490, other_time: 3.6004562378
epoch time: 14.3768415451s, input_fired_time: 0.2148771584, output_fired_time: 0.0000000000, propagate_forward_time: 13.5361003876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258640289
validation[          , genome  6901] predictions:    9724/  10000 (97.24%), best:    9770/10000 (97.70%), error:       944.18256, best error:       819.29053 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 175.4660339355s, input_fired_time: 1.7188467979, output_fired_time: 1.6314654350, propagate_forward_time: 67.2057113647, propagate_backward_time: 101.4622116089, weight_update_time: 0.1853144765, other_time: 3.4477996826
epoch time: 14.4111309052s, input_fired_time: 0.2214522362, output_fired_time: 0.0000000000, propagate_forward_time: 13.5606737137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290044785
validation[          , genome  6901] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       913.10168, best error:       819.29053 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 176.6490936279s, input_fired_time: 1.7644770145, output_fired_time: 1.6191557646, propagate_forward_time: 67.5949401855, propagate_backward_time: 102.0822982788, weight_update_time: 0.1947798878, other_time: 3.5882186890
epoch time: 14.2899971008s, input_fired_time: 0.2424745113, output_fired_time: 0.0000000000, propagate_forward_time: 13.4109163284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6366062164
validation[          , genome  6901] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       872.05499, best error:       819.29053 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 175.1625518799s, input_fired_time: 1.7165358067, output_fired_time: 1.6145623922, propagate_forward_time: 66.8779525757, propagate_backward_time: 101.5269470215, weight_update_time: 0.1852837205, other_time: 3.4265518188
epoch time: 14.2489538193s, input_fired_time: 0.2146595865, output_fired_time: 0.0000000000, propagate_forward_time: 13.4071044922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271896362
validation[          , genome  6901] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       893.26434, best error:       819.29053 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 175.5479125977s, input_fired_time: 1.7064425945, output_fired_time: 1.5996308327, propagate_forward_time: 67.0970001221, propagate_backward_time: 101.6913375854, weight_update_time: 0.1864525974, other_time: 3.4535140991
epoch time: 14.7373075485s, input_fired_time: 0.2159845829, output_fired_time: 0.0000000000, propagate_forward_time: 13.8451480865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761751175
validation[          , genome  6901] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       867.20581, best error:       819.29053 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 175.9475708008s, input_fired_time: 1.7280454636, output_fired_time: 1.6243706942, propagate_forward_time: 67.2674407959, propagate_backward_time: 101.8390121460, weight_update_time: 0.1844824404, other_time: 3.4887008667
epoch time: 14.3951931000s, input_fired_time: 0.2176102102, output_fired_time: 0.0000000000, propagate_forward_time: 13.5489492416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286334991
validation[          , genome  6901] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       820.87073, best error:       819.29053 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 175.3175964355s, input_fired_time: 1.7109432220, output_fired_time: 1.6161473989, propagate_forward_time: 66.9311141968, propagate_backward_time: 101.6113357544, weight_update_time: 0.1852172017, other_time: 3.4480590820
epoch time: 14.2184152603s, input_fired_time: 0.2261519134, output_fired_time: 0.0000000000, propagate_forward_time: 13.3564052582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358585358
validation[          , genome  6901] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       903.98798, best error:       819.29053 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 176.9403991699s, input_fired_time: 1.7201977968, output_fired_time: 1.6314069033, propagate_forward_time: 67.7262573242, propagate_backward_time: 102.3735885620, weight_update_time: 0.1901835650, other_time: 3.4889450073
epoch time: 14.2982664108s, input_fired_time: 0.2154377848, output_fired_time: 0.0000000000, propagate_forward_time: 13.4510240555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318044662
validation[          , genome  6901] predictions:    9747/  10000 (97.47%), best:    9770/10000 (97.70%), error:       871.32776, best error:       819.29053 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 177.6559753418s, input_fired_time: 1.7366330624, output_fired_time: 1.6241462231, propagate_forward_time: 68.1661682129, propagate_backward_time: 102.6576385498, weight_update_time: 0.1866849810, other_time: 3.4713897705
epoch time: 14.5788135529s, input_fired_time: 0.2462898642, output_fired_time: 0.0000000000, propagate_forward_time: 13.7070941925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6254291534
validation[          , genome  6901] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       961.34979, best error:       819.29053 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 175.9394073486s, input_fired_time: 1.7276536226, output_fired_time: 1.6160943508, propagate_forward_time: 67.1204452515, propagate_backward_time: 102.0332717896, weight_update_time: 0.1854551286, other_time: 3.4419403076
epoch time: 14.1774806976s, input_fired_time: 0.2167914808, output_fired_time: 0.0000000000, propagate_forward_time: 13.3287296295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319599152
validation[          , genome  6901] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       804.52094, best error:       804.52094 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 178.4914245605s, input_fired_time: 1.7751305103, output_fired_time: 1.6621907949, propagate_forward_time: 68.2600479126, propagate_backward_time: 103.2410659790, weight_update_time: 0.1855360866, other_time: 3.5529937744
epoch time: 14.0564012527s, input_fired_time: 0.2149253041, output_fired_time: 0.0000000000, propagate_forward_time: 13.2240362167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174392700
validation[          , genome  6901] predictions:    9723/  10000 (97.23%), best:    9760/10000 (97.60%), error:       936.20587, best error:       804.52094 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 177.2411956787s, input_fired_time: 1.7442022562, output_fired_time: 1.6297936440, propagate_forward_time: 67.7342910767, propagate_backward_time: 102.6405639648, weight_update_time: 0.1891375333, other_time: 3.4923477173
epoch time: 14.3563423157s, input_fired_time: 0.2216693461, output_fired_time: 0.0000000000, propagate_forward_time: 13.5024299622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322431564
validation[          , genome  6901] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       784.42767, best error:       784.42767 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 176.6525115967s, input_fired_time: 1.7307273149, output_fired_time: 1.6351305246, propagate_forward_time: 67.4272766113, propagate_backward_time: 102.3702850342, weight_update_time: 0.1857286096, other_time: 3.4890899658
epoch time: 14.5252103806s, input_fired_time: 0.2180469483, output_fired_time: 0.0000000000, propagate_forward_time: 13.6667270660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404361725
validation[          , genome  6901] predictions:    9728/  10000 (97.28%), best:    9766/10000 (97.66%), error:       934.61115, best error:       784.42767 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 175.5962066650s, input_fired_time: 1.7539932728, output_fired_time: 1.6001780033, propagate_forward_time: 67.0446777344, propagate_backward_time: 101.7484054565, weight_update_time: 0.1851326525, other_time: 3.4489517212
epoch time: 14.5326385498s, input_fired_time: 0.2182159275, output_fired_time: 0.0000000000, propagate_forward_time: 13.6763172150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381053925
validation[          , genome  6901] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       896.01654, best error:       784.42767 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 174.7664184570s, input_fired_time: 1.7334872484, output_fired_time: 1.6157455444, propagate_forward_time: 66.5285720825, propagate_backward_time: 101.4651336670, weight_update_time: 0.1866031289, other_time: 3.4234695435
epoch time: 14.5613965988s, input_fired_time: 0.2193187475, output_fired_time: 0.0000000000, propagate_forward_time: 13.6897878647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522903442
validation[          , genome  6901] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       935.97430, best error:       784.42767 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 176.4934997559s, input_fired_time: 1.7505320311, output_fired_time: 1.6234334707, propagate_forward_time: 67.3356094360, propagate_backward_time: 102.2998046875, weight_update_time: 0.1873572618, other_time: 3.4841232300
epoch time: 14.4090270996s, input_fired_time: 0.2241617888, output_fired_time: 0.0000000000, propagate_forward_time: 13.5503969193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344680786
validation[          , genome  6901] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       842.54376, best error:       784.42767 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 175.0258178711s, input_fired_time: 1.7113037109, output_fired_time: 1.6432963610, propagate_forward_time: 66.8718566895, propagate_backward_time: 101.3266677856, weight_update_time: 0.2113920450, other_time: 3.4726943970
epoch time: 14.0341291428s, input_fired_time: 0.2145238817, output_fired_time: 0.0000000000, propagate_forward_time: 13.2037858963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158189774
validation[          , genome  6901] predictions:    9761/  10000 (97.61%), best:    9766/10000 (97.66%), error:       818.81274, best error:       784.42767 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 175.2927856445s, input_fired_time: 1.7161030769, output_fired_time: 1.6126167774, propagate_forward_time: 66.9268569946, propagate_backward_time: 101.5712661743, weight_update_time: 0.1866281927, other_time: 3.4659423828
epoch time: 14.3515157700s, input_fired_time: 0.2183469683, output_fired_time: 0.0000000000, propagate_forward_time: 13.4829750061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6501941681
validation[          , genome  6901] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       778.49670, best error:       778.49670 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 177.9353790283s, input_fired_time: 1.7738939524, output_fired_time: 1.6220674515, propagate_forward_time: 67.9132614136, propagate_backward_time: 103.1145858765, weight_update_time: 0.1916360855, other_time: 3.5115661621
epoch time: 14.3372764587s, input_fired_time: 0.2191881686, output_fired_time: 0.0000000000, propagate_forward_time: 13.4673051834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6507835388
validation[          , genome  6901] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       801.27795, best error:       778.49670 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 176.2118835449s, input_fired_time: 1.7417722940, output_fired_time: 1.6298528910, propagate_forward_time: 67.3128356934, propagate_backward_time: 102.0629806519, weight_update_time: 0.2041476667, other_time: 3.4644393921
epoch time: 14.4606246948s, input_fired_time: 0.2224624455, output_fired_time: 0.0000000000, propagate_forward_time: 13.6073417664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308202744
validation[          , genome  6901] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       893.56860, best error:       778.49670 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 176.7603149414s, input_fired_time: 1.7223986387, output_fired_time: 1.6470764875, propagate_forward_time: 67.6045074463, propagate_backward_time: 102.3027038574, weight_update_time: 0.1868728995, other_time: 3.4836273193
epoch time: 14.1903619766s, input_fired_time: 0.2172942758, output_fired_time: 0.0000000000, propagate_forward_time: 13.3478393555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6252279282
validation[          , genome  6901] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       813.33447, best error:       778.49670 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 176.6234741211s, input_fired_time: 1.7446448803, output_fired_time: 1.6224833727, propagate_forward_time: 67.6537551880, propagate_backward_time: 102.1269073486, weight_update_time: 0.1866491884, other_time: 3.4756851196
epoch time: 14.4057788849s, input_fired_time: 0.2183986753, output_fired_time: 0.0000000000, propagate_forward_time: 13.5229158401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644639969
validation[          , genome  6901] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:       998.33673, best error:       778.49670 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 176.0564117432s, input_fired_time: 1.7486666441, output_fired_time: 1.6234741211, propagate_forward_time: 67.4054183960, propagate_backward_time: 101.8078231812, weight_update_time: 0.1872092783, other_time: 3.4710235596
epoch time: 14.5969743729s, input_fired_time: 0.2241837531, output_fired_time: 0.0000000000, propagate_forward_time: 13.7433128357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294775009
validation[          , genome  6901] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       874.38739, best error:       778.49670 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 176.2771759033s, input_fired_time: 1.7626761198, output_fired_time: 1.6338573694, propagate_forward_time: 67.4911804199, propagate_backward_time: 101.9272918701, weight_update_time: 0.1861259490, other_time: 3.4621734619
epoch time: 14.3776569366s, input_fired_time: 0.2206744999, output_fired_time: 0.0000000000, propagate_forward_time: 13.5289192200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280632019
validation[          , genome  6901] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       848.59595, best error:       778.49670 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 176.8622436523s, input_fired_time: 1.7394939661, output_fired_time: 1.6511489153, propagate_forward_time: 67.5283355713, propagate_backward_time: 102.4637985229, weight_update_time: 0.1859155148, other_time: 3.4794692993
epoch time: 14.1591281891s, input_fired_time: 0.2218326926, output_fired_time: 0.0000000000, propagate_forward_time: 13.3098411560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274547577
validation[          , genome  6901] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       872.50671, best error:       778.49670 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 177.8544311523s, input_fired_time: 1.7515391111, output_fired_time: 1.6402150393, propagate_forward_time: 67.8568954468, propagate_backward_time: 103.1053543091, weight_update_time: 0.1872865707, other_time: 3.5004272461
epoch time: 14.0308170319s, input_fired_time: 0.2144700885, output_fired_time: 0.0000000000, propagate_forward_time: 13.1836166382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327304840
validation[          , genome  6901] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       818.37531, best error:       778.49670 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 178.1532135010s, input_fired_time: 1.7432469130, output_fired_time: 1.6544547081, propagate_forward_time: 68.0622100830, propagate_backward_time: 103.1462860107, weight_update_time: 0.1874672920, other_time: 3.5470275879
epoch time: 14.7436113358s, input_fired_time: 0.2181611210, output_fired_time: 0.0000000000, propagate_forward_time: 13.8323984146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930513382
validation[          , genome  6901] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       861.91968, best error:       778.49670 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 175.2483062744s, input_fired_time: 1.7495406866, output_fired_time: 1.6261316538, propagate_forward_time: 66.8433685303, propagate_backward_time: 101.5578536987, weight_update_time: 0.1852698028, other_time: 3.4714126587
epoch time: 14.5207052231s, input_fired_time: 0.2192081809, output_fired_time: 0.0000000000, propagate_forward_time: 13.6583442688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431531906
validation[          , genome  6901] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       845.35315, best error:       778.49670 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 174.1628417969s, input_fired_time: 1.7153607607, output_fired_time: 1.5961885452, propagate_forward_time: 66.4069519043, propagate_backward_time: 100.9840164185, weight_update_time: 0.1865749210, other_time: 3.4603195190
epoch time: 14.1677103043s, input_fired_time: 0.2180755883, output_fired_time: 0.0000000000, propagate_forward_time: 13.3281002045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215343475
validation[          , genome  6901] predictions:    9780/  10000 (97.80%), best:    9767/10000 (97.67%), error:       805.04852, best error:       778.49670 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 176.2840118408s, input_fired_time: 1.7287790775, output_fired_time: 1.6660245657, propagate_forward_time: 67.4894561768, propagate_backward_time: 101.8899002075, weight_update_time: 0.1869129241, other_time: 3.5098495483
epoch time: 14.4881544113s, input_fired_time: 0.2207630426, output_fired_time: 0.0000000000, propagate_forward_time: 13.6241998672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431913376
validation[          , genome  6901] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       871.06451, best error:       778.49670 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.5619049072s, input_fired_time: 1.8138871193, output_fired_time: 1.6428327560, propagate_forward_time: 68.1231994629, propagate_backward_time: 103.4585494995, weight_update_time: 0.1882644892, other_time: 3.5234298706
epoch time: 14.3364686966s, input_fired_time: 0.2175840437, output_fired_time: 0.0000000000, propagate_forward_time: 13.4888095856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300754547
validation[          , genome  6901] predictions:    9668/  10000 (96.68%), best:    9767/10000 (97.67%), error:      1091.37073, best error:       778.49670 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 177.4247741699s, input_fired_time: 1.7407783270, output_fired_time: 1.6433864832, propagate_forward_time: 67.7964935303, propagate_backward_time: 102.6848068237, weight_update_time: 0.1931358129, other_time: 3.5593032837
epoch time: 14.3833684921s, input_fired_time: 0.2214113176, output_fired_time: 0.0000000000, propagate_forward_time: 13.5306224823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313343048
validation[          , genome  6901] predictions:    9778/  10000 (97.78%), best:    9767/10000 (97.67%), error:       781.57104, best error:       778.49670 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 175.7142639160s, input_fired_time: 1.7346695662, output_fired_time: 1.6240423918, propagate_forward_time: 67.1927490234, propagate_backward_time: 101.7100067139, weight_update_time: 0.1868401766, other_time: 3.4528045654
epoch time: 14.1296625137s, input_fired_time: 0.2185876220, output_fired_time: 0.0000000000, propagate_forward_time: 13.2828855515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281890869
validation[          , genome  6901] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       874.30853, best error:       778.49670 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 176.7626190186s, input_fired_time: 1.7300626040, output_fired_time: 1.6431397200, propagate_forward_time: 67.2866210938, propagate_backward_time: 102.5518264771, weight_update_time: 0.1863122284, other_time: 3.5509719849
epoch time: 13.7009353638s, input_fired_time: 0.2144066244, output_fired_time: 0.0000000000, propagate_forward_time: 12.8697834015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167449951
validation[          , genome  6901] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       772.20575, best error:       772.20575 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 178.3382873535s, input_fired_time: 1.7374314070, output_fired_time: 1.6320264339, propagate_forward_time: 68.3398666382, propagate_backward_time: 103.1563339233, weight_update_time: 0.1865134686, other_time: 3.4726409912
epoch time: 14.5924034119s, input_fired_time: 0.2347636670, output_fired_time: 0.0000000000, propagate_forward_time: 13.7279186249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297206879
validation[          , genome  6901] predictions:    9773/  10000 (97.73%), best:    9772/10000 (97.72%), error:       801.98035, best error:       772.20575 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 176.2269287109s, input_fired_time: 1.7474485636, output_fired_time: 1.6239633560, propagate_forward_time: 67.3392791748, propagate_backward_time: 102.0533142090, weight_update_time: 0.1863767952, other_time: 3.4629211426
epoch time: 14.6096429825s, input_fired_time: 0.2204011083, output_fired_time: 0.0000000000, propagate_forward_time: 13.7675695419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216726303
validation[          , genome  6901] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       871.02863, best error:       772.20575 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 177.1443176270s, input_fired_time: 1.7493492365, output_fired_time: 1.6816766262, propagate_forward_time: 67.6482620239, propagate_backward_time: 102.5427780151, weight_update_time: 0.1881079525, other_time: 3.5222625732
epoch time: 14.2943572998s, input_fired_time: 0.2197805941, output_fired_time: 0.0000000000, propagate_forward_time: 13.4500837326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6244926453
validation[          , genome  6901] predictions:    9756/  10000 (97.56%), best:    9772/10000 (97.72%), error:       820.39758, best error:       772.20575 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 176.5690917969s, input_fired_time: 1.7554363012, output_fired_time: 1.6169812679, propagate_forward_time: 67.4904556274, propagate_backward_time: 102.1796417236, weight_update_time: 0.1896335930, other_time: 3.5265884399
epoch time: 14.4997348785s, input_fired_time: 0.2234035134, output_fired_time: 0.0000000000, propagate_forward_time: 13.6505546570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257762909
validation[          , genome  6901] predictions:    9764/  10000 (97.64%), best:    9772/10000 (97.72%), error:       863.87915, best error:       772.20575 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 175.6074981689s, input_fired_time: 1.7693557739, output_fired_time: 1.6299813986, propagate_forward_time: 67.0418167114, propagate_backward_time: 101.7200622559, weight_update_time: 0.1853353977, other_time: 3.4462814331
epoch time: 14.8764944077s, input_fired_time: 0.2206443250, output_fired_time: 0.0000000000, propagate_forward_time: 13.9593372345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965131760
validation[          , genome  6901] predictions:    9745/  10000 (97.45%), best:    9772/10000 (97.72%), error:       926.76703, best error:       772.20575 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 176.7310485840s, input_fired_time: 1.7605991364, output_fired_time: 1.6220834255, propagate_forward_time: 67.3900527954, propagate_backward_time: 102.4769744873, weight_update_time: 0.1851991266, other_time: 3.4813308716
epoch time: 15.5771865845s, input_fired_time: 0.2635637224, output_fired_time: 0.0000000000, propagate_forward_time: 14.6467638016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668586731
validation[          , genome  6901] predictions:    9770/  10000 (97.70%), best:    9772/10000 (97.72%), error:       802.97693, best error:       772.20575 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 176.6100616455s, input_fired_time: 1.7561573982, output_fired_time: 1.6556546688, propagate_forward_time: 67.3852310181, propagate_backward_time: 102.2691345215, weight_update_time: 0.2127759308, other_time: 3.5438766479
epoch time: 14.5852737427s, input_fired_time: 0.2436397821, output_fired_time: 0.0000000000, propagate_forward_time: 13.6855401993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560935974
validation[          , genome  6901] predictions:    9767/  10000 (97.67%), best:    9772/10000 (97.72%), error:       778.30469, best error:       772.20575 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 177.5213623047s, input_fired_time: 1.7763943672, output_fired_time: 1.6554417610, propagate_forward_time: 67.8609008789, propagate_backward_time: 102.7188796997, weight_update_time: 0.1878231913, other_time: 3.5097427368
epoch time: 14.1418104172s, input_fired_time: 0.2191339433, output_fired_time: 0.0000000000, propagate_forward_time: 13.3026418686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200342178
validation[          , genome  6901] predictions:    9763/  10000 (97.63%), best:    9772/10000 (97.72%), error:       845.14154, best error:       772.20575 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 175.9759216309s, input_fired_time: 1.7460534573, output_fired_time: 1.6354732513, propagate_forward_time: 67.1887512207, propagate_backward_time: 101.8636779785, weight_update_time: 0.1870121509, other_time: 3.5419769287
epoch time: 14.3538808823s, input_fired_time: 0.2210600525, output_fired_time: 0.0000000000, propagate_forward_time: 13.5012598038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315612793
validation[          , genome  6901] predictions:    9711/  10000 (97.11%), best:    9772/10000 (97.72%), error:       933.86700, best error:       772.20575 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 176.9898986816s, input_fired_time: 1.7594968081, output_fired_time: 1.6384186745, propagate_forward_time: 68.0089721680, propagate_backward_time: 102.1236038208, weight_update_time: 0.1872113794, other_time: 3.4594192505
epoch time: 14.5650854111s, input_fired_time: 0.2232094705, output_fired_time: 0.0000000000, propagate_forward_time: 13.7096500397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322259903
validation[          , genome  6901] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       817.22870, best error:       772.20575 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 175.8998107910s, input_fired_time: 1.7460955381, output_fired_time: 1.6057971716, propagate_forward_time: 67.3643188477, propagate_backward_time: 101.6848373413, weight_update_time: 0.1903326064, other_time: 3.4987564087
epoch time: 14.2319116592s, input_fired_time: 0.2213907987, output_fired_time: 0.0000000000, propagate_forward_time: 13.3638248444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6466960907
validation[          , genome  6901] predictions:    9774/  10000 (97.74%), best:    9772/10000 (97.72%), error:       799.41937, best error:       772.20575 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 175.7765197754s, input_fired_time: 1.7370358706, output_fired_time: 1.6268285513, propagate_forward_time: 67.3063201904, propagate_backward_time: 101.5986404419, weight_update_time: 0.1862707436, other_time: 3.5076980591
epoch time: 14.2640762329s, input_fired_time: 0.2204799205, output_fired_time: 0.0000000000, propagate_forward_time: 13.4227685928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6208276749
validation[          , genome  6901] predictions:    9767/  10000 (97.67%), best:    9772/10000 (97.72%), error:       782.24023, best error:       772.20575 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 176.2938995361s, input_fired_time: 1.7499446869, output_fired_time: 1.6184072495, propagate_forward_time: 67.4391860962, propagate_backward_time: 101.9962005615, weight_update_time: 0.1889307648, other_time: 3.4901657104
epoch time: 14.1696224213s, input_fired_time: 0.2181759477, output_fired_time: 0.0000000000, propagate_forward_time: 13.3235549927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278915405
validation[          , genome  6901] predictions:    9765/  10000 (97.65%), best:    9772/10000 (97.72%), error:       785.02545, best error:       772.20575 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 176.4381256104s, input_fired_time: 1.7729002237, output_fired_time: 1.6691442728, propagate_forward_time: 67.3962326050, propagate_backward_time: 102.0652542114, weight_update_time: 0.1867746264, other_time: 3.5345916748
epoch time: 14.8330783844s, input_fired_time: 0.2661058307, output_fired_time: 0.0000000000, propagate_forward_time: 13.9311065674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358661652
validation[          , genome  6901] predictions:    9737/  10000 (97.37%), best:    9772/10000 (97.72%), error:       888.01593, best error:       772.20575 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 175.9084625244s, input_fired_time: 1.7632291317, output_fired_time: 1.6384582520, propagate_forward_time: 67.3956222534, propagate_backward_time: 101.6182327271, weight_update_time: 0.1865175664, other_time: 3.4929199219
epoch time: 14.5594043732s, input_fired_time: 0.2284405679, output_fired_time: 0.0000000000, propagate_forward_time: 13.7004451752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305189133
validation[          , genome  6901] predictions:    9756/  10000 (97.56%), best:    9772/10000 (97.72%), error:       814.00275, best error:       772.20575 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 176.7730407715s, input_fired_time: 1.7864621878, output_fired_time: 1.6384077072, propagate_forward_time: 67.6728210449, propagate_backward_time: 102.1600799561, weight_update_time: 0.1854587495, other_time: 3.5152587891
epoch time: 14.3090133667s, input_fired_time: 0.2209013551, output_fired_time: 0.0000000000, propagate_forward_time: 13.4601497650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279621124
validation[          , genome  6901] predictions:    9749/  10000 (97.49%), best:    9772/10000 (97.72%), error:       845.46796, best error:       772.20575 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 175.4235382080s, input_fired_time: 1.7448476553, output_fired_time: 1.6113095284, propagate_forward_time: 66.8941802979, propagate_backward_time: 101.6834487915, weight_update_time: 0.1870679557, other_time: 3.4897537231
epoch time: 14.3737316132s, input_fired_time: 0.2245800644, output_fired_time: 0.0000000000, propagate_forward_time: 13.5008478165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483039856
validation[          , genome  6901] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       764.12646, best error:       764.12646 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 176.4810180664s, input_fired_time: 1.7593013048, output_fired_time: 1.6231554747, propagate_forward_time: 67.5480346680, propagate_backward_time: 102.0847625732, weight_update_time: 0.1900622547, other_time: 3.4657592773
epoch time: 14.0236015320s, input_fired_time: 0.2175748646, output_fired_time: 0.0000000000, propagate_forward_time: 13.1826925278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233339310
validation[          , genome  6901] predictions:    9749/  10000 (97.49%), best:    9772/10000 (97.72%), error:       866.45868, best error:       764.12646 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 177.7807769775s, input_fired_time: 1.8271834850, output_fired_time: 1.6198693514, propagate_forward_time: 68.1430664063, propagate_backward_time: 102.7348709106, weight_update_time: 0.1948504746, other_time: 3.4557876587
epoch time: 14.5700826645s, input_fired_time: 0.2241822630, output_fired_time: 0.0000000000, propagate_forward_time: 13.7153739929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305265427
validation[          , genome  6901] predictions:    9776/  10000 (97.76%), best:    9772/10000 (97.72%), error:       780.61438, best error:       764.12646 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 177.6300811768s, input_fired_time: 1.7529536486, output_fired_time: 1.6548554897, propagate_forward_time: 67.8480758667, propagate_backward_time: 102.8600006104, weight_update_time: 0.1858576089, other_time: 3.5141830444
epoch time: 14.2130813599s, input_fired_time: 0.2229298651, output_fired_time: 0.0000000000, propagate_forward_time: 13.3381576538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519937515
validation[          , genome  6901] predictions:    9774/  10000 (97.74%), best:    9772/10000 (97.72%), error:       787.93207, best error:       764.12646 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 176.5570373535s, input_fired_time: 1.7521725893, output_fired_time: 1.6193289757, propagate_forward_time: 67.3994827271, propagate_backward_time: 102.3190689087, weight_update_time: 0.1898660958, other_time: 3.4669952393
epoch time: 14.3881769180s, input_fired_time: 0.2225238383, output_fired_time: 0.0000000000, propagate_forward_time: 13.5371227264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285305023
validation[          , genome  6901] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       758.38721, best error:       758.38721 on epoch:   100, 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: 71.7076797485s, input_fired_time: 1.1602629423, output_fired_time: 0.0000000000, propagate_forward_time: 67.2545776367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2928390503
best training[          , genome  6901] predictions:   49717/  50000 (99.43%), best:    9777/10000 (97.77%), error:      1336.53589, best error:       758.38721 on epoch:   100, 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: 14.9833745956s, input_fired_time: 0.2505471110, output_fired_time: 0.0000000000, propagate_forward_time: 14.0289058685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7039213181
   testing[          , genome  6901] predictions:    9792/  10000 (97.92%), best:    9777/10000 (97.77%), error:       732.47998, best error:       758.38721 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:44:15 (14164): called boinc_finish(0)

</stderr_txt>
]]>