Nameexact_genome_1508499903_21_15547_1
Workunit2268114
Created25 Oct 2017, 17:15:00 UTC
Sent25 Oct 2017, 17:46:24 UTC
Report deadline12 Dec 2017, 2:18:25 UTC
Received29 Oct 2017, 9:06:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time23 hours 30 min 42 sec
CPU time23 hours 28 min 42 sec
Validate stateInitial
Credit0.00
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size172.34 MB
Peak swap size177.25 MB
Peak disk usage5.80 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
621445, propagate_forward_time: 290.2770996094, propagate_backward_time: 451.1621704102, weight_update_time: 0.7990510464, other_time: 10.4655151367
epoch time: 61.0203552246s, input_fired_time: 1.1761353016, output_fired_time: 0.0000000000, propagate_forward_time: 57.9598693848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8843498230
validation[          , genome 15547] predictions:    9855/  10000 (98.55%), best:    9845/10000 (98.45%), error:       527.88831, best error:       512.06427 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 769.9748535156s, input_fired_time: 9.5917711258, output_fired_time: 9.1171541214, propagate_forward_time: 289.9902343750, propagate_backward_time: 450.7506713867, weight_update_time: 0.8019996881, other_time: 10.5250244141
epoch time: 60.8342323303s, input_fired_time: 1.1802254915, output_fired_time: 0.0000000000, propagate_forward_time: 57.7377548218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9162521362
validation[          , genome 15547] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       443.33136, best error:       443.33136 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 771.9259643555s, input_fired_time: 9.6279459000, output_fired_time: 9.1115379333, propagate_forward_time: 291.0993652344, propagate_backward_time: 451.5656738281, weight_update_time: 0.8112332225, other_time: 10.5214843750
epoch time: 61.4152793884s, input_fired_time: 1.1860942841, output_fired_time: 0.0000000000, propagate_forward_time: 58.3275680542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9016189575
validation[          , genome 15547] predictions:    9826/  10000 (98.26%), best:    9868/10000 (98.68%), error:       556.52679, best error:       443.33136 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 769.9678955078s, input_fired_time: 9.6193609238, output_fired_time: 9.1200017929, propagate_forward_time: 290.0440368652, propagate_backward_time: 450.6008605957, weight_update_time: 0.8102617860, other_time: 10.5836181641
epoch time: 61.0107383728s, input_fired_time: 1.1871412992, output_fired_time: 0.0000000000, propagate_forward_time: 57.8960418701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9275550842
validation[          , genome 15547] predictions:    9845/  10000 (98.45%), best:    9868/10000 (98.68%), error:       530.34589, best error:       443.33136 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 770.4795532227s, input_fired_time: 9.6265592575, output_fired_time: 9.1240634918, propagate_forward_time: 289.8234558105, propagate_backward_time: 451.2533874512, weight_update_time: 0.8107243776, other_time: 10.6520385742
epoch time: 60.9790306091s, input_fired_time: 1.1856156588, output_fired_time: 0.0000000000, propagate_forward_time: 57.8477134705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9457015991
validation[          , genome 15547] predictions:    9846/  10000 (98.46%), best:    9868/10000 (98.68%), error:       515.96942, best error:       443.33136 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 770.0595703125s, input_fired_time: 9.6173419952, output_fired_time: 9.1172723770, propagate_forward_time: 289.9867553711, propagate_backward_time: 450.7722167969, weight_update_time: 0.8091089725, other_time: 10.5659790039
epoch time: 61.5210571289s, input_fired_time: 1.1859390736, output_fired_time: 0.0000000000, propagate_forward_time: 58.4528541565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8822631836
validation[          , genome 15547] predictions:    9871/  10000 (98.71%), best:    9868/10000 (98.68%), error:       474.70999, best error:       443.33136 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 769.6994018555s, input_fired_time: 9.6477775574, output_fired_time: 9.1215934753, propagate_forward_time: 289.9005126953, propagate_backward_time: 450.3603820801, weight_update_time: 0.8122356534, other_time: 10.6691589355
epoch time: 60.9182968140s, input_fired_time: 1.1765774488, output_fired_time: 0.0000000000, propagate_forward_time: 57.8567161560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8850021362
validation[          , genome 15547] predictions:    9819/  10000 (98.19%), best:    9868/10000 (98.68%), error:       574.86353, best error:       443.33136 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 770.7741699219s, input_fired_time: 9.6454248428, output_fired_time: 9.1186885834, propagate_forward_time: 289.9280395508, propagate_backward_time: 451.4751892090, weight_update_time: 0.8090400100, other_time: 10.6067810059
epoch time: 61.0743637085s, input_fired_time: 1.1944051981, output_fired_time: 0.0000000000, propagate_forward_time: 57.9710731506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9088859558
validation[          , genome 15547] predictions:    9785/  10000 (97.85%), best:    9868/10000 (98.68%), error:       675.81464, best error:       443.33136 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 772.6381835938s, input_fired_time: 9.6629562378, output_fired_time: 9.1448421478, propagate_forward_time: 291.3349304199, propagate_backward_time: 451.9432067871, weight_update_time: 0.8101094365, other_time: 10.5522460938
epoch time: 61.5895652771s, input_fired_time: 1.1961112022, output_fired_time: 0.0000000000, propagate_forward_time: 58.4267845154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9666709900
validation[          , genome 15547] predictions:    9842/  10000 (98.42%), best:    9868/10000 (98.68%), error:       471.02869, best error:       443.33136 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 771.4424438477s, input_fired_time: 9.6534061432, output_fired_time: 9.1279926300, propagate_forward_time: 290.7098388672, propagate_backward_time: 451.3971557617, weight_update_time: 0.8082922101, other_time: 10.5540771484
epoch time: 61.6190452576s, input_fired_time: 1.1924246550, output_fired_time: 0.0000000000, propagate_forward_time: 58.5232849121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9033355713
validation[          , genome 15547] predictions:    9855/  10000 (98.55%), best:    9868/10000 (98.68%), error:       502.73645, best error:       443.33136 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 771.6312866211s, input_fired_time: 9.6398458481, output_fired_time: 9.1304931641, propagate_forward_time: 290.6635742188, propagate_backward_time: 451.5672607422, weight_update_time: 0.8111612797, other_time: 10.6301269531
epoch time: 61.4774971008s, input_fired_time: 1.1953899860, output_fired_time: 0.0000000000, propagate_forward_time: 58.3704566956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9116516113
validation[          , genome 15547] predictions:    9816/  10000 (98.16%), best:    9868/10000 (98.68%), error:       573.09412, best error:       443.33136 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 771.8001708984s, input_fired_time: 9.6580944061, output_fired_time: 9.1394453049, propagate_forward_time: 290.6572265625, propagate_backward_time: 451.8319396973, weight_update_time: 0.8034187555, other_time: 10.5134582520
epoch time: 61.0596084595s, input_fired_time: 1.1790703535, output_fired_time: 0.0000000000, propagate_forward_time: 58.0163993835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8641395569
validation[          , genome 15547] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       421.48889, best error:       421.48889 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 771.9438476563s, input_fired_time: 9.6713600159, output_fired_time: 9.1235303879, propagate_forward_time: 290.4722290039, propagate_backward_time: 451.9678039551, weight_update_time: 0.8107942343, other_time: 10.7088928223
epoch time: 61.3110809326s, input_fired_time: 1.1972944736, output_fired_time: 0.0000000000, propagate_forward_time: 58.1431655884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9706192017
validation[          , genome 15547] predictions:    9848/  10000 (98.48%), best:    9873/10000 (98.73%), error:       506.04639, best error:       421.48889 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 771.7187500000s, input_fired_time: 9.6668233871, output_fired_time: 9.1161947250, propagate_forward_time: 290.9560852051, propagate_backward_time: 451.3830871582, weight_update_time: 0.8092177510, other_time: 10.5965576172
epoch time: 60.6656608582s, input_fired_time: 1.1880512238, output_fired_time: 0.0000000000, propagate_forward_time: 57.5473785400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9302291870
validation[          , genome 15547] predictions:    9856/  10000 (98.56%), best:    9873/10000 (98.73%), error:       463.35663, best error:       421.48889 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 771.2415161133s, input_fired_time: 9.6866550446, output_fired_time: 9.1191120148, propagate_forward_time: 290.8137817383, propagate_backward_time: 451.0618591309, weight_update_time: 0.8084459305, other_time: 10.5600891113
epoch time: 61.3393936157s, input_fired_time: 1.1931326389, output_fired_time: 0.0000000000, propagate_forward_time: 58.2438087463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9024505615
validation[          , genome 15547] predictions:    9842/  10000 (98.42%), best:    9873/10000 (98.73%), error:       490.38486, best error:       421.48889 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 771.9440917969s, input_fired_time: 9.6803426743, output_fired_time: 9.1188821793, propagate_forward_time: 290.4997863770, propagate_backward_time: 452.0119934082, weight_update_time: 0.8102439046, other_time: 10.6330566406
epoch time: 61.1869812012s, input_fired_time: 1.1911106110, output_fired_time: 0.0000000000, propagate_forward_time: 58.1046562195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8912162781
validation[          , genome 15547] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       367.14673, best error:       367.14673 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 772.0827636719s, input_fired_time: 9.6831741333, output_fired_time: 9.1416807175, propagate_forward_time: 290.9217834473, propagate_backward_time: 451.7261657715, weight_update_time: 0.8111934662, other_time: 10.6099853516
epoch time: 61.3935279846s, input_fired_time: 1.1946065426, output_fired_time: 0.0000000000, propagate_forward_time: 58.3182640076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8806571960
validation[          , genome 15547] predictions:    9872/  10000 (98.72%), best:    9886/10000 (98.86%), error:       436.79129, best error:       367.14673 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 770.8536376953s, input_fired_time: 9.7089519501, output_fired_time: 9.1431093216, propagate_forward_time: 289.9389343262, propagate_backward_time: 451.4734497070, weight_update_time: 0.8115455508, other_time: 10.5892028809
epoch time: 61.0360412598s, input_fired_time: 1.1923750639, output_fired_time: 0.0000000000, propagate_forward_time: 57.9392967224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9043693542
validation[          , genome 15547] predictions:    9875/  10000 (98.75%), best:    9886/10000 (98.86%), error:       435.80060, best error:       367.14673 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 770.8776245117s, input_fired_time: 9.6826953888, output_fired_time: 9.1212654114, propagate_forward_time: 290.3606872559, propagate_backward_time: 451.0305786133, weight_update_time: 0.8146234155, other_time: 10.6824035645
epoch time: 61.0997352600s, input_fired_time: 1.1986991167, output_fired_time: 0.0000000000, propagate_forward_time: 57.9655647278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9354705811
validation[          , genome 15547] predictions:    9845/  10000 (98.45%), best:    9886/10000 (98.86%), error:       472.79874, best error:       367.14673 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 771.7254028320s, input_fired_time: 9.7041082382, output_fired_time: 9.1435337067, propagate_forward_time: 290.6296386719, propagate_backward_time: 451.5215759277, weight_update_time: 0.8170500994, other_time: 10.7265319824
epoch time: 61.2079544067s, input_fired_time: 1.2004843950, output_fired_time: 0.0000000000, propagate_forward_time: 58.0540390015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9534301758
validation[          , genome 15547] predictions:    9842/  10000 (98.42%), best:    9886/10000 (98.86%), error:       468.53647, best error:       367.14673 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 771.0307617188s, input_fired_time: 9.7097196579, output_fired_time: 9.1091480255, propagate_forward_time: 290.3342895508, propagate_backward_time: 451.1566162109, weight_update_time: 0.8172827959, other_time: 10.7210083008
epoch time: 61.5837097168s, input_fired_time: 1.2091252804, output_fired_time: 0.0000000000, propagate_forward_time: 58.4080810547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9665031433
validation[          , genome 15547] predictions:    9833/  10000 (98.33%), best:    9886/10000 (98.86%), error:       563.41931, best error:       367.14673 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 771.9830322266s, input_fired_time: 9.7350282669, output_fired_time: 9.1528120041, propagate_forward_time: 290.6163024902, propagate_backward_time: 451.6546020508, weight_update_time: 0.8239154220, other_time: 10.8242492676
epoch time: 60.9937438965s, input_fired_time: 1.2024354935, output_fired_time: 0.0000000000, propagate_forward_time: 57.8335380554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9577713013
validation[          , genome 15547] predictions:    9882/  10000 (98.82%), best:    9886/10000 (98.86%), error:       393.61838, best error:       367.14673 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 772.3614501953s, input_fired_time: 9.7474775314, output_fired_time: 9.1599168777, propagate_forward_time: 290.9065856934, propagate_backward_time: 451.6556701660, weight_update_time: 0.8258380294, other_time: 10.8917846680
epoch time: 60.3147659302s, input_fired_time: 1.1955083609, output_fired_time: 0.0000000000, propagate_forward_time: 57.1838569641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9354019165
validation[          , genome 15547] predictions:    9877/  10000 (98.77%), best:    9886/10000 (98.86%), error:       427.98450, best error:       367.14673 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 771.8448486328s, input_fired_time: 9.7390432358, output_fired_time: 9.1640138626, propagate_forward_time: 290.3710937500, propagate_backward_time: 451.7359924316, weight_update_time: 0.8215638399, other_time: 10.8347473145
epoch time: 61.4171829224s, input_fired_time: 1.1936187744, output_fired_time: 0.0000000000, propagate_forward_time: 58.3181610107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9054031372
validation[          , genome 15547] predictions:    9876/  10000 (98.76%), best:    9886/10000 (98.86%), error:       401.18637, best error:       367.14673 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 772.3392333984s, input_fired_time: 9.7706403732, output_fired_time: 9.1705703735, propagate_forward_time: 291.0385742188, propagate_backward_time: 451.4170837402, weight_update_time: 0.8239362836, other_time: 10.9423522949
epoch time: 61.0993385315s, input_fired_time: 1.2093876600, output_fired_time: 0.0000000000, propagate_forward_time: 57.8895416260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0004081726
validation[          , genome 15547] predictions:    9878/  10000 (98.78%), best:    9886/10000 (98.86%), error:       397.90857, best error:       367.14673 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 772.0877685547s, input_fired_time: 9.7395257950, output_fired_time: 9.1503677368, propagate_forward_time: 290.5349426270, propagate_backward_time: 451.8417663574, weight_update_time: 0.8207792640, other_time: 10.8211669922
epoch time: 61.6019172668s, input_fired_time: 1.2197802067, output_fired_time: 0.0000000000, propagate_forward_time: 58.3515396118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0305976868
validation[          , genome 15547] predictions:    9860/  10000 (98.60%), best:    9886/10000 (98.86%), error:       444.95941, best error:       367.14673 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 770.7541503906s, input_fired_time: 9.7407827377, output_fired_time: 9.1295890808, propagate_forward_time: 290.0027465820, propagate_backward_time: 451.0135192871, weight_update_time: 0.8277581334, other_time: 10.8675231934
epoch time: 61.1876068115s, input_fired_time: 1.2004868984, output_fired_time: 0.0000000000, propagate_forward_time: 58.0441741943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9429473877
validation[          , genome 15547] predictions:    9890/  10000 (98.90%), best:    9886/10000 (98.86%), error:       376.64279, best error:       367.14673 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 770.6232299805s, input_fired_time: 9.7800617218, output_fired_time: 9.1580963135, propagate_forward_time: 290.0608825684, propagate_backward_time: 450.6316833496, weight_update_time: 0.8244517446, other_time: 10.9924926758
epoch time: 60.9946594238s, input_fired_time: 1.2034279108, output_fired_time: 0.0000000000, propagate_forward_time: 57.8450279236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9462051392
validation[          , genome 15547] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       360.12445, best error:       360.12445 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 772.4702148438s, input_fired_time: 9.7935733795, output_fired_time: 9.1779880524, propagate_forward_time: 290.4044189453, propagate_backward_time: 452.0970764160, weight_update_time: 0.8272637129, other_time: 10.9971618652
epoch time: 61.1575508118s, input_fired_time: 1.2076890469, output_fired_time: 0.0000000000, propagate_forward_time: 57.9840698242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9657936096
validation[          , genome 15547] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       388.05661, best error:       360.12445 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 771.1489868164s, input_fired_time: 9.7339096069, output_fired_time: 9.1488027573, propagate_forward_time: 289.9691467285, propagate_backward_time: 451.4979248047, weight_update_time: 0.8215237856, other_time: 10.7992248535
epoch time: 61.3308181763s, input_fired_time: 1.2136508226, output_fired_time: 0.0000000000, propagate_forward_time: 58.1509132385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9662551880
validation[          , genome 15547] predictions:    9851/  10000 (98.51%), best:    9890/10000 (98.90%), error:       504.15338, best error:       360.12445 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 774.0751342773s, input_fired_time: 9.7979803085, output_fired_time: 9.2000064850, propagate_forward_time: 291.4330139160, propagate_backward_time: 452.6476135254, weight_update_time: 0.8329004049, other_time: 10.9965209961
epoch time: 61.1333999634s, input_fired_time: 1.2035220861, output_fired_time: 0.0000000000, propagate_forward_time: 57.9971008301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9327774048
validation[          , genome 15547] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       381.10394, best error:       360.12445 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 770.7112426758s, input_fired_time: 9.7868719101, output_fired_time: 9.1614570618, propagate_forward_time: 289.8488769531, propagate_backward_time: 450.9366760254, weight_update_time: 0.8305568695, other_time: 10.9773864746
epoch time: 61.3709373474s, input_fired_time: 1.2372144461, output_fired_time: 0.0000000000, propagate_forward_time: 58.0020599365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1316642761
validation[          , genome 15547] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       362.48642, best error:       360.12445 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 771.6140747070s, input_fired_time: 9.7932062149, output_fired_time: 9.1618404388, propagate_forward_time: 290.6364746094, propagate_backward_time: 450.9917602539, weight_update_time: 0.8265485764, other_time: 11.0307617188
epoch time: 61.1207962036s, input_fired_time: 1.2093656063, output_fired_time: 0.0000000000, propagate_forward_time: 57.9390106201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9724197388
validation[          , genome 15547] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       384.35025, best error:       360.12445 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 770.9823608398s, input_fired_time: 9.7702741623, output_fired_time: 9.1550083160, propagate_forward_time: 290.3910522461, propagate_backward_time: 450.7488708496, weight_update_time: 0.8305653334, other_time: 10.9171447754
epoch time: 61.0925941467s, input_fired_time: 1.2158483267, output_fired_time: 0.0000000000, propagate_forward_time: 57.9074058533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9693412781
validation[          , genome 15547] predictions:    9860/  10000 (98.60%), best:    9890/10000 (98.90%), error:       456.78909, best error:       360.12445 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 773.1516113281s, input_fired_time: 9.8380880356, output_fired_time: 9.2000007629, propagate_forward_time: 291.3356933594, propagate_backward_time: 451.7122802734, weight_update_time: 0.8357982635, other_time: 11.0655517578
epoch time: 61.7877769470s, input_fired_time: 1.2387675047, output_fired_time: 0.0000000000, propagate_forward_time: 58.4965858459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0524253845
validation[          , genome 15547] predictions:    9865/  10000 (98.65%), best:    9890/10000 (98.90%), error:       396.72607, best error:       360.12445 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 773.4121704102s, input_fired_time: 9.8551273346, output_fired_time: 9.1959218979, propagate_forward_time: 291.2735290527, propagate_backward_time: 451.9403991699, weight_update_time: 0.8434887528, other_time: 11.1472167969
epoch time: 61.6878929138s, input_fired_time: 1.2315834761, output_fired_time: 0.0000000000, propagate_forward_time: 58.4524841309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0038261414
validation[          , genome 15547] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       433.65848, best error:       360.12445 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 770.5252685547s, input_fired_time: 9.8463907242, output_fired_time: 9.2054395676, propagate_forward_time: 289.7000427246, propagate_backward_time: 450.5476989746, weight_update_time: 0.8382304907, other_time: 11.2257080078
epoch time: 60.5903511047s, input_fired_time: 1.2201145887, output_fired_time: 0.0000000000, propagate_forward_time: 57.3477706909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0224647522
validation[          , genome 15547] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       353.71759, best error:       353.71759 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 774.2454223633s, input_fired_time: 9.8914537430, output_fired_time: 9.2588224411, propagate_forward_time: 291.1707458496, propagate_backward_time: 452.5639343262, weight_update_time: 0.8479377031, other_time: 11.3604125977
epoch time: 61.4192657471s, input_fired_time: 1.2216953039, output_fired_time: 0.0000000000, propagate_forward_time: 58.2278823853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9696884155
validation[          , genome 15547] predictions:    9893/  10000 (98.93%), best:    9895/10000 (98.95%), error:       375.66000, best error:       353.71759 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 770.8926391602s, input_fired_time: 9.8450965881, output_fired_time: 9.1993598938, propagate_forward_time: 289.6032714844, propagate_backward_time: 451.0827636719, weight_update_time: 0.8404933810, other_time: 11.1621704102
epoch time: 61.6825828552s, input_fired_time: 1.2327522039, output_fired_time: 0.0000000000, propagate_forward_time: 58.3987503052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0510787964
validation[          , genome 15547] predictions:    9873/  10000 (98.73%), best:    9895/10000 (98.95%), error:       413.25607, best error:       353.71759 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 773.3820800781s, input_fired_time: 9.8872003555, output_fired_time: 9.2249231339, propagate_forward_time: 290.9919738770, propagate_backward_time: 452.0864257813, weight_update_time: 0.8466040492, other_time: 11.1915588379
epoch time: 60.9172554016s, input_fired_time: 1.2200093269, output_fired_time: 0.0000000000, propagate_forward_time: 57.6640319824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0332145691
validation[          , genome 15547] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       349.54584, best error:       349.54584 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 774.4824218750s, input_fired_time: 9.8849229813, output_fired_time: 9.2247333527, propagate_forward_time: 291.4821777344, propagate_backward_time: 452.6673889160, weight_update_time: 0.8363160491, other_time: 11.2231750488
epoch time: 60.7015304565s, input_fired_time: 1.2279169559, output_fired_time: 0.0000000000, propagate_forward_time: 57.4186210632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0549926758
validation[          , genome 15547] predictions:    9896/  10000 (98.96%), best:    9905/10000 (99.05%), error:       358.17773, best error:       349.54584 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 771.4461059570s, input_fired_time: 9.8718156815, output_fired_time: 9.2130336761, propagate_forward_time: 290.1738281250, propagate_backward_time: 450.9175415039, weight_update_time: 0.8389734030, other_time: 11.2698974609
epoch time: 61.3103713989s, input_fired_time: 1.2110073566, output_fired_time: 0.0000000000, propagate_forward_time: 58.1664428711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9329223633
validation[          , genome 15547] predictions:    9893/  10000 (98.93%), best:    9905/10000 (99.05%), error:       361.57544, best error:       349.54584 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 774.3720092773s, input_fired_time: 9.9124536514, output_fired_time: 9.2688417435, propagate_forward_time: 291.7021789551, propagate_backward_time: 452.1335754395, weight_update_time: 0.8509409428, other_time: 11.3549194336
epoch time: 61.5225601196s, input_fired_time: 1.2190049887, output_fired_time: 0.0000000000, propagate_forward_time: 58.3613166809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9422378540
validation[          , genome 15547] predictions:    9887/  10000 (98.87%), best:    9905/10000 (99.05%), error:       396.84399, best error:       349.54584 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 771.7069091797s, input_fired_time: 9.9339857101, output_fired_time: 9.2317705154, propagate_forward_time: 290.1599731445, propagate_backward_time: 450.9171752930, weight_update_time: 0.8505626917, other_time: 11.4640502930
epoch time: 61.4113616943s, input_fired_time: 1.2402442694, output_fired_time: 0.0000000000, propagate_forward_time: 58.1144447327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0566711426
validation[          , genome 15547] predictions:    9880/  10000 (98.80%), best:    9905/10000 (99.05%), error:       404.47452, best error:       349.54584 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 772.7544555664s, input_fired_time: 9.9509325027, output_fired_time: 9.2730684280, propagate_forward_time: 290.8668518066, propagate_backward_time: 451.1684570313, weight_update_time: 0.8628468513, other_time: 11.4951477051
epoch time: 61.5595321655s, input_fired_time: 1.2544795275, output_fired_time: 0.0000000000, propagate_forward_time: 58.2050018311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1000518799
validation[          , genome 15547] predictions:    9891/  10000 (98.91%), best:    9905/10000 (99.05%), error:       361.14478, best error:       349.54584 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 773.8785400391s, input_fired_time: 9.9999637604, output_fired_time: 9.3037376404, propagate_forward_time: 290.8085632324, propagate_backward_time: 452.2112426758, weight_update_time: 0.8712539673, other_time: 11.5550842285
epoch time: 60.8500976563s, input_fired_time: 1.2549501657, output_fired_time: 0.0000000000, propagate_forward_time: 57.4897117615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1054344177
validation[          , genome 15547] predictions:    9893/  10000 (98.93%), best:    9905/10000 (99.05%), error:       365.20959, best error:       349.54584 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 773.7640991211s, input_fired_time: 10.0687131882, output_fired_time: 9.3413925171, propagate_forward_time: 290.8896484375, propagate_backward_time: 451.6264953613, weight_update_time: 0.8722774386, other_time: 11.8378601074
epoch time: 61.4550247192s, input_fired_time: 1.2334110737, output_fired_time: 0.0000000000, propagate_forward_time: 58.1905517578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0310630798
validation[          , genome 15547] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       347.66962, best error:       347.66962 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 772.8618164063s, input_fired_time: 9.9328699112, output_fired_time: 9.2517776489, propagate_forward_time: 290.9500732422, propagate_backward_time: 451.4741821289, weight_update_time: 0.8516890407, other_time: 11.2529296875
epoch time: 61.5781974792s, input_fired_time: 1.2355443239, output_fired_time: 0.0000000000, propagate_forward_time: 58.2952613831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0473899841
validation[          , genome 15547] predictions:    9893/  10000 (98.93%), best:    9910/10000 (99.10%), error:       349.31693, best error:       347.66962 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 774.8572998047s, input_fired_time: 9.9371824265, output_fired_time: 9.2647438049, propagate_forward_time: 291.5952148438, propagate_backward_time: 452.7948303223, weight_update_time: 0.8497359753, other_time: 11.2652893066
epoch time: 61.8825187683s, input_fired_time: 1.2444320917, output_fired_time: 0.0000000000, propagate_forward_time: 58.5440101624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0940780640
validation[          , genome 15547] predictions:    9879/  10000 (98.79%), best:    9910/10000 (99.10%), error:       374.39233, best error:       347.66962 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 772.9236450195s, input_fired_time: 9.9287919998, output_fired_time: 9.2569017410, propagate_forward_time: 290.4775390625, propagate_backward_time: 451.8410339355, weight_update_time: 0.8582239747, other_time: 11.4194030762
epoch time: 61.7001571655s, input_fired_time: 1.2442593575, output_fired_time: 0.0000000000, propagate_forward_time: 58.4234695435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0324287415
validation[          , genome 15547] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       342.73163, best error:       342.73163 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 774.4785156250s, input_fired_time: 9.9153404236, output_fired_time: 9.2434711456, propagate_forward_time: 291.6614990234, propagate_backward_time: 452.4133300781, weight_update_time: 0.8453235626, other_time: 11.2448730469
epoch time: 61.4967918396s, input_fired_time: 1.2413599491, output_fired_time: 0.0000000000, propagate_forward_time: 58.2074089050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0480232239
validation[          , genome 15547] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       335.66489, best error:       335.66489 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 771.2955322266s, input_fired_time: 9.9307851791, output_fired_time: 9.2384004593, propagate_forward_time: 290.0374450684, propagate_backward_time: 450.7191772461, weight_update_time: 0.8529486656, other_time: 11.3697204590
epoch time: 61.2136039734s, input_fired_time: 1.2316198349, output_fired_time: 0.0000000000, propagate_forward_time: 57.9388656616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0431175232
validation[          , genome 15547] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       345.44669, best error:       335.66489 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 771.9801025391s, input_fired_time: 9.8953504562, output_fired_time: 9.2046909332, propagate_forward_time: 290.5923767090, propagate_backward_time: 451.0881347656, weight_update_time: 0.8441901207, other_time: 11.1995544434
epoch time: 61.3656501770s, input_fired_time: 1.2458479404, output_fired_time: 0.0000000000, propagate_forward_time: 58.0095329285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1102676392
validation[          , genome 15547] predictions:    9898/  10000 (98.98%), best:    9904/10000 (99.04%), error:       336.37759, best error:       335.66489 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 774.6817626953s, input_fired_time: 10.1509513855, output_fired_time: 9.3599920273, propagate_forward_time: 291.3241577148, propagate_backward_time: 451.8438720703, weight_update_time: 0.8845896721, other_time: 12.0028076172
epoch time: 61.0008354187s, input_fired_time: 1.3017797470, output_fired_time: 0.0000000000, propagate_forward_time: 57.4608840942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2381706238
validation[          , genome 15547] predictions:    9883/  10000 (98.83%), best:    9904/10000 (99.04%), error:       364.48856, best error:       335.66489 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 776.3270263672s, input_fired_time: 10.2724103928, output_fired_time: 9.4430675507, propagate_forward_time: 291.4526977539, propagate_backward_time: 452.7773742676, weight_update_time: 0.9071114659, other_time: 12.3815002441
epoch time: 59.6555976868s, input_fired_time: 1.3091368675, output_fired_time: 0.0000000000, propagate_forward_time: 56.0318374634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3146247864
validation[          , genome 15547] predictions:    9882/  10000 (98.82%), best:    9904/10000 (99.04%), error:       390.51682, best error:       335.66489 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 778.1195068359s, input_fired_time: 10.2685661316, output_fired_time: 9.4665870667, propagate_forward_time: 292.2183227539, propagate_backward_time: 453.7467956543, weight_update_time: 0.9222466350, other_time: 12.4192199707
epoch time: 61.9868621826s, input_fired_time: 1.2942016125, output_fired_time: 0.0000000000, propagate_forward_time: 58.5014038086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1912574768
validation[          , genome 15547] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       327.29755, best error:       327.29755 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 774.0568237305s, input_fired_time: 10.2509794235, output_fired_time: 9.4085416794, propagate_forward_time: 290.5857543945, propagate_backward_time: 451.3849182129, weight_update_time: 0.9099118114, other_time: 12.4266052246
epoch time: 62.1006622314s, input_fired_time: 1.3158679008, output_fired_time: 0.0000000000, propagate_forward_time: 58.5156440735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2691497803
validation[          , genome 15547] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       316.49643, best error:       316.49643 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 772.4370117188s, input_fired_time: 10.1849060059, output_fired_time: 9.3732862473, propagate_forward_time: 289.9014587402, propagate_backward_time: 450.6595153809, weight_update_time: 0.8982621431, other_time: 12.3178100586
epoch time: 60.9941062927s, input_fired_time: 1.2550793886, output_fired_time: 0.0000000000, propagate_forward_time: 57.6109161377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1281089783
validation[          , genome 15547] predictions:    9909/  10000 (99.09%), best:    9906/10000 (99.06%), error:       325.20642, best error:       316.49643 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 777.3248901367s, input_fired_time: 10.2205266953, output_fired_time: 9.4345474243, propagate_forward_time: 291.9341125488, propagate_backward_time: 453.4446411133, weight_update_time: 0.9078375697, other_time: 12.2910461426
epoch time: 61.6029930115s, input_fired_time: 1.2687242031, output_fired_time: 0.0000000000, propagate_forward_time: 58.2109832764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1232872009
validation[          , genome 15547] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       329.89798, best error:       316.49643 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 775.3837280273s, input_fired_time: 10.2067985535, output_fired_time: 9.3680601120, propagate_forward_time: 291.5670776367, propagate_backward_time: 452.0471191406, weight_update_time: 0.8994812965, other_time: 12.1947021484
epoch time: 61.9348678589s, input_fired_time: 1.2829899788, output_fired_time: 0.0000000000, propagate_forward_time: 58.4544448853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1974334717
validation[          , genome 15547] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       329.88745, best error:       316.49643 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 774.5265502930s, input_fired_time: 10.2183170319, output_fired_time: 9.3791236877, propagate_forward_time: 291.0288085938, propagate_backward_time: 451.8169555664, weight_update_time: 0.8886269331, other_time: 12.0833129883
epoch time: 61.7720909119s, input_fired_time: 1.2795107365, output_fired_time: 0.0000000000, propagate_forward_time: 58.3292160034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1633644104
validation[          , genome 15547] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       325.49600, best error:       316.49643 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 775.4891357422s, input_fired_time: 10.2062292099, output_fired_time: 9.3879718781, propagate_forward_time: 291.2633972168, propagate_backward_time: 452.3876647949, weight_update_time: 0.9027618766, other_time: 12.2438354492
epoch time: 61.8609695435s, input_fired_time: 1.2752318382, output_fired_time: 0.0000000000, propagate_forward_time: 58.4494400024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1362991333
validation[          , genome 15547] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       321.47229, best error:       316.49643 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 774.1264648438s, input_fired_time: 10.1666460037, output_fired_time: 9.3407287598, propagate_forward_time: 290.7950439453, propagate_backward_time: 451.6526794434, weight_update_time: 0.9015722275, other_time: 12.1714172363
epoch time: 61.9292411804s, input_fired_time: 1.2741118670, output_fired_time: 0.0000000000, propagate_forward_time: 58.5039672852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1511611938
validation[          , genome 15547] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       353.10336, best error:       316.49643 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 774.9789428711s, input_fired_time: 10.1434221268, output_fired_time: 9.3447751999, propagate_forward_time: 290.8003845215, propagate_backward_time: 452.5888366699, weight_update_time: 0.8956570029, other_time: 12.1015014648
epoch time: 61.1987266541s, input_fired_time: 1.2839236259, output_fired_time: 0.0000000000, propagate_forward_time: 57.7204055786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1943969727
validation[          , genome 15547] predictions:    9892/  10000 (98.92%), best:    9906/10000 (99.06%), error:       358.99637, best error:       316.49643 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 777.3507690430s, input_fired_time: 10.1902761459, output_fired_time: 9.3711194992, propagate_forward_time: 291.8399353027, propagate_backward_time: 453.7559814453, weight_update_time: 0.8942762017, other_time: 12.1935119629
epoch time: 61.9692687988s, input_fired_time: 1.2893888950, output_fired_time: 0.0000000000, propagate_forward_time: 58.5112457275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1686325073
validation[          , genome 15547] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       326.73196, best error:       316.49643 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 776.1350097656s, input_fired_time: 10.2136211395, output_fired_time: 9.3938560486, propagate_forward_time: 291.3548278809, propagate_backward_time: 452.9490356445, weight_update_time: 0.8998165727, other_time: 12.2236633301
epoch time: 61.8829421997s, input_fired_time: 1.2710762024, output_fired_time: 0.0000000000, propagate_forward_time: 58.4703407288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1415252686
validation[          , genome 15547] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       325.67599, best error:       316.49643 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 776.0903930664s, input_fired_time: 10.1737070084, output_fired_time: 9.3552942276, propagate_forward_time: 291.6481933594, propagate_backward_time: 452.8080749512, weight_update_time: 0.8896113634, other_time: 12.1051330566
epoch time: 61.1300239563s, input_fired_time: 1.2894796133, output_fired_time: 0.0000000000, propagate_forward_time: 57.6211280823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2194175720
validation[          , genome 15547] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       331.78513, best error:       316.49643 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 773.6188964844s, input_fired_time: 10.1881580353, output_fired_time: 9.3696117401, propagate_forward_time: 290.7830810547, propagate_backward_time: 451.1587219238, weight_update_time: 0.8985286355, other_time: 12.1192932129
epoch time: 61.9765472412s, input_fired_time: 1.2907572985, output_fired_time: 0.0000000000, propagate_forward_time: 58.4822769165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2035140991
validation[          , genome 15547] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       332.56256, best error:       316.49643 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 773.2035522461s, input_fired_time: 10.1440811157, output_fired_time: 9.3223257065, propagate_forward_time: 290.3211669922, propagate_backward_time: 451.4483337402, weight_update_time: 0.8906798959, other_time: 11.9676208496
epoch time: 62.0729751587s, input_fired_time: 1.2757250071, output_fired_time: 0.0000000000, propagate_forward_time: 58.6680946350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1291542053
validation[          , genome 15547] predictions:    9912/  10000 (99.12%), best:    9906/10000 (99.06%), error:       318.46707, best error:       316.49643 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 774.4214477539s, input_fired_time: 10.1322736740, output_fired_time: 9.3227853775, propagate_forward_time: 290.9908142090, propagate_backward_time: 451.9877929688, weight_update_time: 0.8933782578, other_time: 11.9877624512
epoch time: 61.7620162964s, input_fired_time: 1.2613785267, output_fired_time: 0.0000000000, propagate_forward_time: 58.4065513611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0940856934
validation[          , genome 15547] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       321.81577, best error:       316.49643 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 776.4660034180s, input_fired_time: 10.2183389664, output_fired_time: 9.3827352524, propagate_forward_time: 291.5613098145, propagate_backward_time: 453.1728820801, weight_update_time: 0.8993592858, other_time: 12.1307373047
epoch time: 61.5657844543s, input_fired_time: 1.2797579765, output_fired_time: 0.0000000000, propagate_forward_time: 58.1170768738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1689491272
validation[          , genome 15547] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       332.82864, best error:       316.49643 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 774.4667358398s, input_fired_time: 10.1190004349, output_fired_time: 9.3378553391, propagate_forward_time: 290.7940979004, propagate_backward_time: 452.3471679688, weight_update_time: 0.8843630552, other_time: 11.8686218262
epoch time: 60.1857719421s, input_fired_time: 1.2717154026, output_fired_time: 0.0000000000, propagate_forward_time: 56.6938934326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2201614380
validation[          , genome 15547] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       326.63257, best error:       316.49643 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 774.8153076172s, input_fired_time: 10.1329383850, output_fired_time: 9.3237476349, propagate_forward_time: 291.0056457520, propagate_backward_time: 452.4323120117, weight_update_time: 0.8874214888, other_time: 11.9206848145
epoch time: 61.6512832642s, input_fired_time: 1.3026620150, output_fired_time: 0.0000000000, propagate_forward_time: 58.0910530090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2575683594
validation[          , genome 15547] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       330.78580, best error:       316.49643 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 774.6686401367s, input_fired_time: 10.1207113266, output_fired_time: 9.3431310654, propagate_forward_time: 291.1095275879, propagate_backward_time: 452.1201782227, weight_update_time: 0.8881490827, other_time: 11.9750671387
epoch time: 61.8762512207s, input_fired_time: 1.2752110958, output_fired_time: 0.0000000000, propagate_forward_time: 58.4695625305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1314773560
validation[          , genome 15547] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       320.53281, best error:       316.49643 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 775.2578735352s, input_fired_time: 10.1677417755, output_fired_time: 9.3510389328, propagate_forward_time: 291.0590820313, propagate_backward_time: 452.5252685547, weight_update_time: 0.8963373303, other_time: 12.1547851563
epoch time: 61.4911804199s, input_fired_time: 1.2620462179, output_fired_time: 0.0000000000, propagate_forward_time: 58.0946197510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1345138550
validation[          , genome 15547] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       350.04056, best error:       316.49643 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 772.8546142578s, input_fired_time: 10.1514816284, output_fired_time: 9.3422384262, propagate_forward_time: 290.4394531250, propagate_backward_time: 450.8969116211, weight_update_time: 0.8872824311, other_time: 12.0245361328
epoch time: 61.0198402405s, input_fired_time: 1.2689073086, output_fired_time: 0.0000000000, propagate_forward_time: 57.6345443726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1163902283
validation[          , genome 15547] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       340.47354, best error:       316.49643 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 774.3789672852s, input_fired_time: 10.1708326340, output_fired_time: 9.3267946243, propagate_forward_time: 290.6938476563, propagate_backward_time: 452.1139831543, weight_update_time: 0.8896064162, other_time: 12.0735168457
epoch time: 60.7705459595s, input_fired_time: 1.2669298649, output_fired_time: 0.0000000000, propagate_forward_time: 57.3218879700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1817283630
validation[          , genome 15547] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       319.57251, best error:       316.49643 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 775.9316406250s, input_fired_time: 10.1515035629, output_fired_time: 9.3337469101, propagate_forward_time: 291.6177978516, propagate_backward_time: 452.9266357422, weight_update_time: 0.8868826628, other_time: 11.9019775391
epoch time: 61.8165740967s, input_fired_time: 1.2701686621, output_fired_time: 0.0000000000, propagate_forward_time: 58.3862190247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1601867676
validation[          , genome 15547] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       339.79221, best error:       316.49643 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 774.3121948242s, input_fired_time: 10.1561527252, output_fired_time: 9.3184242249, propagate_forward_time: 290.9437866211, propagate_backward_time: 451.8222961426, weight_update_time: 0.8919540644, other_time: 12.0715637207
epoch time: 62.1050643921s, input_fired_time: 1.2795206308, output_fired_time: 0.0000000000, propagate_forward_time: 58.6812362671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1443061829
validation[          , genome 15547] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       331.09433, best error:       316.49643 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 774.1808471680s, input_fired_time: 10.1585140228, output_fired_time: 9.3251581192, propagate_forward_time: 290.5993041992, propagate_backward_time: 452.2137756348, weight_update_time: 0.8839830160, other_time: 11.8841247559
epoch time: 61.4497833252s, input_fired_time: 1.2740271091, output_fired_time: 0.0000000000, propagate_forward_time: 58.0292587280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1464958191
validation[          , genome 15547] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       325.52023, best error:       316.49643 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 774.8560180664s, input_fired_time: 10.1406173706, output_fired_time: 9.3218441010, propagate_forward_time: 291.0286254883, propagate_backward_time: 452.4210815430, weight_update_time: 0.8872212768, other_time: 11.9438476563
epoch time: 61.0221939087s, input_fired_time: 1.2791908979, output_fired_time: 0.0000000000, propagate_forward_time: 57.5638885498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1791152954
validation[          , genome 15547] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       328.14188, best error:       316.49643 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 775.5001220703s, input_fired_time: 10.0959815979, output_fired_time: 9.2763834000, propagate_forward_time: 291.4514465332, propagate_backward_time: 452.8752746582, weight_update_time: 0.8803648353, other_time: 11.8010253906
epoch time: 60.2815055847s, input_fired_time: 1.2723411322, output_fired_time: 0.0000000000, propagate_forward_time: 56.8107070923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1984558105
validation[          , genome 15547] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       322.92953, best error:       316.49643 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 771.4431762695s, input_fired_time: 10.0782861710, output_fired_time: 9.2467098236, propagate_forward_time: 289.8066101074, propagate_backward_time: 450.4394531250, weight_update_time: 0.8840616345, other_time: 11.8721008301
epoch time: 62.2698631287s, input_fired_time: 1.2885252237, output_fired_time: 0.0000000000, propagate_forward_time: 58.8296089172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1517295837
validation[          , genome 15547] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       319.06796, best error:       316.49643 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 774.5901489258s, input_fired_time: 10.1483621597, output_fired_time: 9.3236055374, propagate_forward_time: 290.9267883301, propagate_backward_time: 452.1793212891, weight_update_time: 0.8843396902, other_time: 12.0120544434
epoch time: 61.7825164795s, input_fired_time: 1.2544808388, output_fired_time: 0.0000000000, propagate_forward_time: 58.4737701416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0542640686
validation[          , genome 15547] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       323.07761, best error:       316.49643 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 768.6718139648s, input_fired_time: 9.8448781967, output_fired_time: 9.1192750931, propagate_forward_time: 289.4428710938, propagate_backward_time: 449.4890441895, weight_update_time: 0.8158519864, other_time: 10.7757873535
epoch time: 60.3238983154s, input_fired_time: 1.1975553036, output_fired_time: 0.0000000000, propagate_forward_time: 57.2796516418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8466911316
validation[          , genome 15547] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       314.77155, best error:       314.77155 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 770.9304809570s, input_fired_time: 9.7398214340, output_fired_time: 9.0938396454, propagate_forward_time: 290.3932189941, propagate_backward_time: 451.4833679199, weight_update_time: 0.7849762440, other_time: 10.2202758789
epoch time: 59.5114784241s, input_fired_time: 1.1880786419, output_fired_time: 0.0000000000, propagate_forward_time: 56.4563102722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8670883179
validation[          , genome 15547] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       323.30484, best error:       314.77155 on epoch:    99, 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: 305.2736206055s, input_fired_time: 6.0455293655, output_fired_time: 0.0000000000, propagate_forward_time: 289.8736267090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.3544616699
best training[          , genome 15547] predictions:   50000/  50000 (100.00%), best:    9905/10000 (99.05%), error:       107.55591, best error:       314.77155 on epoch:    99, 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: 61.4115257263s, input_fired_time: 1.2119016647, output_fired_time: 0.0000000000, propagate_forward_time: 58.2992286682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9003944397
   testing[          , genome 15547] predictions:    9915/  10000 (99.15%), best:    9905/10000 (99.05%), error:       266.58301, best error:       314.77155 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:05:59 (1132): called boinc_finish(0)

</stderr_txt>
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