Nameexact_genome_1508499903_21_14490_0
Workunit2262817
Created24 Oct 2017, 6:37:27 UTC
Sent24 Oct 2017, 7:08:28 UTC
Report deadline1 Dec 2017, 0:20:44 UTC
Received25 Oct 2017, 10:15:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time19 hours 47 min 33 sec
CPU time19 hours 46 min 22 sec
Validate stateValid
Credit9,429.22
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.30 MB
Peak swap size173.84 MB
Peak disk usage4.90 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 650.3460083008s, input_fired_time: 8.3020143509, output_fired_time: 7.7211370468, propagate_forward_time: 242.8749084473, propagate_backward_time: 382.4109191895, weight_update_time: 0.6768767238, other_time: 9.0370483398
epoch time: 50.9931221008s, input_fired_time: 1.0147957802, output_fired_time: 0.0000000000, propagate_forward_time: 48.4016456604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5766792297
validation[          , genome 14490] predictions:    9836/  10000 (98.36%), best:    9847/10000 (98.47%), error:       556.87085, best error:       508.73309 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 648.3683471680s, input_fired_time: 8.3096189499, output_fired_time: 7.6213588715, propagate_forward_time: 241.9662170410, propagate_backward_time: 381.2757568359, weight_update_time: 0.6780500412, other_time: 9.1954040527
epoch time: 51.0960960388s, input_fired_time: 1.0293523073, output_fired_time: 0.0000000000, propagate_forward_time: 48.4909248352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5758171082
validation[          , genome 14490] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       482.58328, best error:       482.58328 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 651.6477050781s, input_fired_time: 8.3034067154, output_fired_time: 7.6282801628, propagate_forward_time: 243.0697479248, propagate_backward_time: 383.6062316895, weight_update_time: 0.6712344885, other_time: 9.0400085449
epoch time: 52.3163948059s, input_fired_time: 1.0276628733, output_fired_time: 0.0000000000, propagate_forward_time: 49.6570434570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6316871643
validation[          , genome 14490] predictions:    9851/  10000 (98.51%), best:    9855/10000 (98.55%), error:       522.34448, best error:       482.58328 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 644.9480590820s, input_fired_time: 8.2660408020, output_fired_time: 7.5690841675, propagate_forward_time: 240.6856231689, propagate_backward_time: 379.2959899902, weight_update_time: 0.6739029884, other_time: 9.1313171387
epoch time: 51.9242057800s, input_fired_time: 1.0562525988, output_fired_time: 0.0000000000, propagate_forward_time: 49.2808151245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5871391296
validation[          , genome 14490] predictions:    9844/  10000 (98.44%), best:    9855/10000 (98.55%), error:       492.40692, best error:       482.58328 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 653.8631591797s, input_fired_time: 8.2407293320, output_fired_time: 7.7361059189, propagate_forward_time: 244.2004547119, propagate_backward_time: 384.6062927246, weight_update_time: 0.6745920777, other_time: 9.0796203613
epoch time: 51.2236671448s, input_fired_time: 1.0259478092, output_fired_time: 0.0000000000, propagate_forward_time: 48.5962677002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014518738
validation[          , genome 14490] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       475.31592, best error:       475.31592 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 650.3571777344s, input_fired_time: 8.3679533005, output_fired_time: 7.6661281586, propagate_forward_time: 242.7321166992, propagate_backward_time: 382.3898620605, weight_update_time: 0.6796408892, other_time: 9.2010803223
epoch time: 51.5862045288s, input_fired_time: 1.0627901554, output_fired_time: 0.0000000000, propagate_forward_time: 48.9220771790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6013374329
validation[          , genome 14490] predictions:    9850/  10000 (98.50%), best:    9849/10000 (98.49%), error:       519.48096, best error:       475.31592 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 653.0098266602s, input_fired_time: 8.3596105576, output_fired_time: 7.7424049377, propagate_forward_time: 243.8463745117, propagate_backward_time: 383.9118347168, weight_update_time: 0.6839542985, other_time: 9.1495666504
epoch time: 50.9655914307s, input_fired_time: 1.0521510839, output_fired_time: 0.0000000000, propagate_forward_time: 48.2873725891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6260681152
validation[          , genome 14490] predictions:    9825/  10000 (98.25%), best:    9849/10000 (98.49%), error:       550.18079, best error:       475.31592 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 649.8495483398s, input_fired_time: 8.2155923843, output_fired_time: 7.6995925903, propagate_forward_time: 242.9163665771, propagate_backward_time: 382.0269165039, weight_update_time: 0.6911978722, other_time: 8.9910888672
epoch time: 50.8756675720s, input_fired_time: 1.0538794994, output_fired_time: 0.0000000000, propagate_forward_time: 48.2015075684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6202812195
validation[          , genome 14490] predictions:    9837/  10000 (98.37%), best:    9849/10000 (98.49%), error:       555.65454, best error:       475.31592 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 651.2775878906s, input_fired_time: 8.3204374313, output_fired_time: 7.6683630943, propagate_forward_time: 242.9915924072, propagate_backward_time: 383.1468200684, weight_update_time: 0.6727115512, other_time: 9.1504211426
epoch time: 50.8449096680s, input_fired_time: 1.0582952499, output_fired_time: 0.0000000000, propagate_forward_time: 48.1603393555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262741089
validation[          , genome 14490] predictions:    9842/  10000 (98.42%), best:    9849/10000 (98.49%), error:       555.76147, best error:       475.31592 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 654.6087036133s, input_fired_time: 8.2751102448, output_fired_time: 7.7259664536, propagate_forward_time: 244.4463043213, propagate_backward_time: 385.1647338867, weight_update_time: 0.6837897301, other_time: 8.9966430664
epoch time: 51.0374183655s, input_fired_time: 1.0299285650, output_fired_time: 0.0000000000, propagate_forward_time: 48.4080963135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5993919373
validation[          , genome 14490] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       470.19669, best error:       470.19669 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 650.7586059570s, input_fired_time: 8.2584095001, output_fired_time: 7.7218098640, propagate_forward_time: 243.0518951416, propagate_backward_time: 382.7024230957, weight_update_time: 0.6757674813, other_time: 9.0240783691
epoch time: 50.6995429993s, input_fired_time: 1.0486274958, output_fired_time: 0.0000000000, propagate_forward_time: 48.0383796692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6125373840
validation[          , genome 14490] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       443.70935, best error:       443.70935 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 651.4344482422s, input_fired_time: 8.2512121201, output_fired_time: 7.7127528191, propagate_forward_time: 243.3421478271, propagate_backward_time: 383.0604858398, weight_update_time: 0.6742762923, other_time: 9.0678100586
epoch time: 50.7825813293s, input_fired_time: 1.0425337553, output_fired_time: 0.0000000000, propagate_forward_time: 48.1463890076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5936584473
validation[          , genome 14490] predictions:    9811/  10000 (98.11%), best:    9869/10000 (98.69%), error:       568.20380, best error:       443.70935 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 646.2843017578s, input_fired_time: 8.3218517303, output_fired_time: 7.6158547401, propagate_forward_time: 241.4286956787, propagate_backward_time: 379.7576904297, weight_update_time: 0.6760270596, other_time: 9.1602172852
epoch time: 51.1228370667s, input_fired_time: 1.0355446339, output_fired_time: 0.0000000000, propagate_forward_time: 48.5328369141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5544548035
validation[          , genome 14490] predictions:    9813/  10000 (98.13%), best:    9869/10000 (98.69%), error:       602.83405, best error:       443.70935 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 653.2405395508s, input_fired_time: 8.2785625458, output_fired_time: 7.7009735107, propagate_forward_time: 243.8130798340, propagate_backward_time: 384.5393676758, weight_update_time: 0.6633793116, other_time: 8.9085388184
epoch time: 51.5542411804s, input_fired_time: 1.0252310038, output_fired_time: 0.0000000000, propagate_forward_time: 48.9521064758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5769042969
validation[          , genome 14490] predictions:    9846/  10000 (98.46%), best:    9869/10000 (98.69%), error:       502.46564, best error:       443.70935 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 651.3515014648s, input_fired_time: 8.3301973343, output_fired_time: 7.6719584465, propagate_forward_time: 243.1796112061, propagate_backward_time: 383.1325073242, weight_update_time: 0.6685202122, other_time: 9.0372314453
epoch time: 50.9691619873s, input_fired_time: 1.0352158546, output_fired_time: 0.0000000000, propagate_forward_time: 48.3783226013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5556221008
validation[          , genome 14490] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       441.23459, best error:       441.23459 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 649.8121948242s, input_fired_time: 8.2926549911, output_fired_time: 7.6914515495, propagate_forward_time: 242.6879272461, propagate_backward_time: 382.1871643066, weight_update_time: 0.6721346974, other_time: 8.9529724121
epoch time: 51.3744277954s, input_fired_time: 1.0262441635, output_fired_time: 0.0000000000, propagate_forward_time: 48.7692794800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5789031982
validation[          , genome 14490] predictions:    9831/  10000 (98.31%), best:    9869/10000 (98.69%), error:       554.67883, best error:       441.23459 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 650.5975952148s, input_fired_time: 8.3010301590, output_fired_time: 7.6737298965, propagate_forward_time: 243.0734558105, propagate_backward_time: 382.5356140137, weight_update_time: 0.6658114195, other_time: 9.0137939453
epoch time: 51.1344871521s, input_fired_time: 1.0432602167, output_fired_time: 0.0000000000, propagate_forward_time: 48.5226593018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5685691833
validation[          , genome 14490] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       444.61725, best error:       441.23459 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 652.2770996094s, input_fired_time: 8.2807378769, output_fired_time: 7.6945838928, propagate_forward_time: 243.5234069824, propagate_backward_time: 383.7618713379, weight_update_time: 0.6879259944, other_time: 9.0164794922
epoch time: 51.2172470093s, input_fired_time: 1.0607997179, output_fired_time: 0.0000000000, propagate_forward_time: 48.5377693176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6186790466
validation[          , genome 14490] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       424.72818, best error:       424.72818 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 648.7229614258s, input_fired_time: 8.2682676315, output_fired_time: 7.6335053444, propagate_forward_time: 242.2982788086, propagate_backward_time: 381.5552368164, weight_update_time: 0.6714112759, other_time: 8.9677124023
epoch time: 51.4054641724s, input_fired_time: 1.0583010912, output_fired_time: 0.0000000000, propagate_forward_time: 48.7850646973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5620994568
validation[          , genome 14490] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       405.19260, best error:       405.19260 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 652.5181274414s, input_fired_time: 8.3718023300, output_fired_time: 7.6469564438, propagate_forward_time: 243.5025634766, propagate_backward_time: 383.8292541504, weight_update_time: 0.6959131956, other_time: 9.1675109863
epoch time: 51.1924819946s, input_fired_time: 1.0648837090, output_fired_time: 0.0000000000, propagate_forward_time: 48.5107955933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6168022156
validation[          , genome 14490] predictions:    9858/  10000 (98.58%), best:    9883/10000 (98.83%), error:       491.05389, best error:       405.19260 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 652.9652709961s, input_fired_time: 8.3379182816, output_fired_time: 7.7580957413, propagate_forward_time: 243.9417724609, propagate_backward_time: 383.9036254883, weight_update_time: 0.6728059053, other_time: 9.0238647461
epoch time: 51.0520782471s, input_fired_time: 1.0349547863, output_fired_time: 0.0000000000, propagate_forward_time: 48.4632530212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5538711548
validation[          , genome 14490] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       441.14990, best error:       405.19260 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 644.3229370117s, input_fired_time: 8.2920084000, output_fired_time: 7.5597462654, propagate_forward_time: 240.5447845459, propagate_backward_time: 378.8291320801, weight_update_time: 0.6703069806, other_time: 9.0972595215
epoch time: 51.3359947205s, input_fired_time: 1.0461004972, output_fired_time: 0.0000000000, propagate_forward_time: 48.7001419067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5897521973
validation[          , genome 14490] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       397.68054, best error:       397.68054 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 652.8710327148s, input_fired_time: 8.3864297867, output_fired_time: 7.6900053024, propagate_forward_time: 244.0656585693, propagate_backward_time: 383.7243652344, weight_update_time: 0.6746193171, other_time: 9.0045776367
epoch time: 52.2413406372s, input_fired_time: 1.0948469639, output_fired_time: 0.0000000000, propagate_forward_time: 49.5146179199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6318740845
validation[          , genome 14490] predictions:    9838/  10000 (98.38%), best:    9880/10000 (98.80%), error:       530.94733, best error:       397.68054 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 646.4221191406s, input_fired_time: 8.3496856689, output_fired_time: 7.5946240425, propagate_forward_time: 241.1033325195, propagate_backward_time: 380.2066650391, weight_update_time: 0.6784268618, other_time: 9.1678466797
epoch time: 51.3280143738s, input_fired_time: 1.0452750921, output_fired_time: 0.0000000000, propagate_forward_time: 48.6674842834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6152534485
validation[          , genome 14490] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       376.30927, best error:       376.30927 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 648.5302734375s, input_fired_time: 8.4652156830, output_fired_time: 7.6624622345, propagate_forward_time: 241.9872894287, propagate_backward_time: 381.2289733887, weight_update_time: 0.6835969090, other_time: 9.1863098145
epoch time: 51.5104484558s, input_fired_time: 1.0435307026, output_fired_time: 0.0000000000, propagate_forward_time: 48.8878479004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5790710449
validation[          , genome 14490] predictions:    9861/  10000 (98.61%), best:    9888/10000 (98.88%), error:       428.31534, best error:       376.30927 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 644.1168212891s, input_fired_time: 8.3810281754, output_fired_time: 7.6012854576, propagate_forward_time: 240.5767364502, propagate_backward_time: 378.3902893066, weight_update_time: 0.6760234833, other_time: 9.1675109863
epoch time: 51.8532295227s, input_fired_time: 1.0435674191, output_fired_time: 0.0000000000, propagate_forward_time: 49.2212715149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5883903503
validation[          , genome 14490] predictions:    9873/  10000 (98.73%), best:    9888/10000 (98.88%), error:       408.58786, best error:       376.30927 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 645.6269531250s, input_fired_time: 8.3469295502, output_fired_time: 7.5658845901, propagate_forward_time: 241.0071716309, propagate_backward_time: 379.5164184570, weight_update_time: 0.6768915653, other_time: 9.1905822754
epoch time: 51.1540603638s, input_fired_time: 1.0668720007, output_fired_time: 0.0000000000, propagate_forward_time: 48.4444084167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6427803040
validation[          , genome 14490] predictions:    9882/  10000 (98.82%), best:    9888/10000 (98.88%), error:       432.58585, best error:       376.30927 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 652.6115722656s, input_fired_time: 8.3874502182, output_fired_time: 7.7319970131, propagate_forward_time: 243.8259124756, propagate_backward_time: 383.5075378418, weight_update_time: 0.6881865859, other_time: 9.1586608887
epoch time: 50.9967346191s, input_fired_time: 1.0553395748, output_fired_time: 0.0000000000, propagate_forward_time: 48.3403396606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6010551453
validation[          , genome 14490] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       384.37448, best error:       376.30927 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 645.0593261719s, input_fired_time: 8.3438816071, output_fired_time: 7.5561404228, propagate_forward_time: 240.8656463623, propagate_backward_time: 379.1859741211, weight_update_time: 0.6722333431, other_time: 9.1076660156
epoch time: 50.7952346802s, input_fired_time: 1.0481799841, output_fired_time: 0.0000000000, propagate_forward_time: 48.1440963745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6029586792
validation[          , genome 14490] predictions:    9889/  10000 (98.89%), best:    9888/10000 (98.88%), error:       397.86975, best error:       376.30927 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 652.9898681641s, input_fired_time: 8.3403463364, output_fired_time: 7.7772827148, propagate_forward_time: 243.7723693848, propagate_backward_time: 384.1041259766, weight_update_time: 0.6766598225, other_time: 8.9957580566
epoch time: 51.2142028809s, input_fired_time: 1.0391399860, output_fired_time: 0.0000000000, propagate_forward_time: 48.6102981567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5647659302
validation[          , genome 14490] predictions:    9873/  10000 (98.73%), best:    9888/10000 (98.88%), error:       429.77884, best error:       376.30927 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 649.2167358398s, input_fired_time: 8.3965997696, output_fired_time: 7.6760463715, propagate_forward_time: 242.5612945557, propagate_backward_time: 381.5474243164, weight_update_time: 0.6703256965, other_time: 9.0354003906
epoch time: 51.1047325134s, input_fired_time: 1.0532503128, output_fired_time: 0.0000000000, propagate_forward_time: 48.4863777161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5651054382
validation[          , genome 14490] predictions:    9812/  10000 (98.12%), best:    9888/10000 (98.88%), error:       642.08081, best error:       376.30927 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 644.5438232422s, input_fired_time: 8.3623390198, output_fired_time: 7.5863475800, propagate_forward_time: 240.5505676270, propagate_backward_time: 378.9086608887, weight_update_time: 0.6729519963, other_time: 9.1358642578
epoch time: 50.6167259216s, input_fired_time: 1.0573221445, output_fired_time: 0.0000000000, propagate_forward_time: 47.9444694519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6149330139
validation[          , genome 14490] predictions:    9865/  10000 (98.65%), best:    9888/10000 (98.88%), error:       410.82990, best error:       376.30927 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 652.8784179688s, input_fired_time: 8.3972625732, output_fired_time: 7.6853222847, propagate_forward_time: 243.6780242920, propagate_backward_time: 383.9857482910, weight_update_time: 0.6732098460, other_time: 9.1320495605
epoch time: 51.7166519165s, input_fired_time: 1.0584197044, output_fired_time: 0.0000000000, propagate_forward_time: 49.0763130188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5819206238
validation[          , genome 14490] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       403.50076, best error:       376.30927 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 647.9407958984s, input_fired_time: 8.2950220108, output_fired_time: 7.6275596619, propagate_forward_time: 242.0087127686, propagate_backward_time: 381.0227661133, weight_update_time: 0.6655869484, other_time: 8.9866943359
epoch time: 51.1200599670s, input_fired_time: 1.0553845167, output_fired_time: 0.0000000000, propagate_forward_time: 48.4899024963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5747718811
validation[          , genome 14490] predictions:    9874/  10000 (98.74%), best:    9888/10000 (98.88%), error:       402.63242, best error:       376.30927 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 652.4053344727s, input_fired_time: 8.3224401474, output_fired_time: 7.6603755951, propagate_forward_time: 243.8854522705, propagate_backward_time: 383.5793457031, weight_update_time: 0.6770755053, other_time: 8.9577026367
epoch time: 51.4700965881s, input_fired_time: 1.1055576801, output_fired_time: 0.0000000000, propagate_forward_time: 48.7145881653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6499519348
validation[          , genome 14490] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       376.73279, best error:       376.30927 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 649.2446289063s, input_fired_time: 8.3836355209, output_fired_time: 7.6572408676, propagate_forward_time: 242.2911224365, propagate_backward_time: 381.7323608398, weight_update_time: 0.6769320965, other_time: 9.1802978516
epoch time: 51.3132400513s, input_fired_time: 1.0553799868, output_fired_time: 0.0000000000, propagate_forward_time: 48.6822700500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5755882263
validation[          , genome 14490] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       362.19574, best error:       362.19574 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 650.3480224609s, input_fired_time: 8.4780406952, output_fired_time: 7.6924090385, propagate_forward_time: 242.2511901855, propagate_backward_time: 382.6070251465, weight_update_time: 0.6833330393, other_time: 9.3193969727
epoch time: 51.0009078979s, input_fired_time: 1.0491681099, output_fired_time: 0.0000000000, propagate_forward_time: 48.3728065491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5789337158
validation[          , genome 14490] predictions:    9877/  10000 (98.77%), best:    9893/10000 (98.93%), error:       397.22781, best error:       362.19574 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 649.4454956055s, input_fired_time: 8.4038963318, output_fired_time: 7.6795997620, propagate_forward_time: 242.4952087402, propagate_backward_time: 381.7848205566, weight_update_time: 0.6791666150, other_time: 9.0819702148
epoch time: 51.6246299744s, input_fired_time: 1.0880285501, output_fired_time: 0.0000000000, propagate_forward_time: 48.9076881409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6289138794
validation[          , genome 14490] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       376.94000, best error:       362.19574 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 649.4289550781s, input_fired_time: 8.3683481216, output_fired_time: 7.6399278641, propagate_forward_time: 242.4308929443, propagate_backward_time: 381.8444824219, weight_update_time: 0.6790716052, other_time: 9.1452636719
epoch time: 51.2574920654s, input_fired_time: 1.0542283058, output_fired_time: 0.0000000000, propagate_forward_time: 48.6576766968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5455856323
validation[          , genome 14490] predictions:    9878/  10000 (98.78%), best:    9893/10000 (98.93%), error:       420.22260, best error:       362.19574 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 647.5497436523s, input_fired_time: 8.4409999847, output_fired_time: 7.6651048660, propagate_forward_time: 241.8538208008, propagate_backward_time: 380.3896484375, weight_update_time: 0.6770831943, other_time: 9.2001953125
epoch time: 50.9868698120s, input_fired_time: 1.0535490513, output_fired_time: 0.0000000000, propagate_forward_time: 48.3028984070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6304206848
validation[          , genome 14490] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       375.46179, best error:       362.19574 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 650.3005981445s, input_fired_time: 8.3649387360, output_fired_time: 7.6830196381, propagate_forward_time: 242.8394165039, propagate_backward_time: 382.3677368164, weight_update_time: 0.6709784269, other_time: 9.0454711914
epoch time: 50.9572715759s, input_fired_time: 1.0559874773, output_fired_time: 0.0000000000, propagate_forward_time: 48.3127517700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5885314941
validation[          , genome 14490] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       365.21152, best error:       362.19574 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 654.0798950195s, input_fired_time: 8.4519205093, output_fired_time: 7.7591738701, propagate_forward_time: 244.5976257324, propagate_backward_time: 384.2073669434, weight_update_time: 0.6879984736, other_time: 9.0638427734
epoch time: 51.6309814453s, input_fired_time: 1.0639857054, output_fired_time: 0.0000000000, propagate_forward_time: 49.0068740845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5601234436
validation[          , genome 14490] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       341.68689, best error:       341.68689 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 648.1334228516s, input_fired_time: 8.4042348862, output_fired_time: 7.6068234444, propagate_forward_time: 241.7130432129, propagate_backward_time: 381.3613586426, weight_update_time: 0.6767054200, other_time: 9.0479736328
epoch time: 52.3051528931s, input_fired_time: 1.0651190281, output_fired_time: 0.0000000000, propagate_forward_time: 49.6474685669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5925636292
validation[          , genome 14490] predictions:    9878/  10000 (98.78%), best:    9901/10000 (99.01%), error:       401.11237, best error:       341.68689 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 644.7997436523s, input_fired_time: 8.3777894974, output_fired_time: 7.5790677071, propagate_forward_time: 240.5373992920, propagate_backward_time: 379.2559204102, weight_update_time: 0.6722423434, other_time: 9.0495605469
epoch time: 52.4313240051s, input_fired_time: 1.0810313225, output_fired_time: 0.0000000000, propagate_forward_time: 49.6991195679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6511726379
validation[          , genome 14490] predictions:    9885/  10000 (98.85%), best:    9901/10000 (99.01%), error:       383.11810, best error:       341.68689 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 647.7639160156s, input_fired_time: 8.3605985641, output_fired_time: 7.5722332001, propagate_forward_time: 241.8660736084, propagate_backward_time: 380.9161376953, weight_update_time: 0.6754084826, other_time: 9.0488891602
epoch time: 50.9610214233s, input_fired_time: 1.0765671730, output_fired_time: 0.0000000000, propagate_forward_time: 48.2539100647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6305427551
validation[          , genome 14490] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       346.79993, best error:       341.68689 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 649.4467773438s, input_fired_time: 8.3533143997, output_fired_time: 7.7155423164, propagate_forward_time: 242.7885284424, propagate_backward_time: 381.5590209961, weight_update_time: 0.6659629345, other_time: 9.0303955078
epoch time: 51.4569244385s, input_fired_time: 1.0827096701, output_fired_time: 0.0000000000, propagate_forward_time: 48.7599868774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6142272949
validation[          , genome 14490] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       338.88419, best error:       338.88419 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 650.5502929688s, input_fired_time: 8.4431953430, output_fired_time: 7.6658878326, propagate_forward_time: 243.0005645752, propagate_backward_time: 382.3958129883, weight_update_time: 0.6708469391, other_time: 9.0448608398
epoch time: 51.0153884888s, input_fired_time: 1.0570919514, output_fired_time: 0.0000000000, propagate_forward_time: 48.3686676025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5896301270
validation[          , genome 14490] predictions:    9900/  10000 (99.00%), best:    9907/10000 (99.07%), error:       355.66074, best error:       338.88419 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 648.5669555664s, input_fired_time: 8.4055681229, output_fired_time: 7.7011885643, propagate_forward_time: 242.3982849121, propagate_backward_time: 381.0059509277, weight_update_time: 0.6756957173, other_time: 9.0559692383
epoch time: 51.1800231934s, input_fired_time: 1.0587412119, output_fired_time: 0.0000000000, propagate_forward_time: 48.5606384277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5606422424
validation[          , genome 14490] predictions:    9880/  10000 (98.80%), best:    9907/10000 (99.07%), error:       389.69058, best error:       338.88419 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 655.0037841797s, input_fired_time: 8.4950771332, output_fired_time: 7.7091307640, propagate_forward_time: 244.6363677979, propagate_backward_time: 385.0050964355, weight_update_time: 0.6734490991, other_time: 9.1581726074
epoch time: 51.0965461731s, input_fired_time: 1.0625336170, output_fired_time: 0.0000000000, propagate_forward_time: 48.4500427246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5839691162
validation[          , genome 14490] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       327.30930, best error:       327.30930 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 650.2888793945s, input_fired_time: 8.4548835754, output_fired_time: 7.7158265114, propagate_forward_time: 242.9209747314, propagate_backward_time: 382.0776672363, weight_update_time: 0.6758165359, other_time: 9.1195373535
epoch time: 52.2126388550s, input_fired_time: 1.0936759710, output_fired_time: 0.0000000000, propagate_forward_time: 49.4864082336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6325531006
validation[          , genome 14490] predictions:    9861/  10000 (98.61%), best:    9909/10000 (99.09%), error:       465.79407, best error:       327.30930 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 646.6090087891s, input_fired_time: 8.4334735870, output_fired_time: 7.6328625679, propagate_forward_time: 241.3580627441, propagate_backward_time: 380.0176086426, weight_update_time: 0.6777969599, other_time: 9.1669921875
epoch time: 51.3077011108s, input_fired_time: 1.0793030262, output_fired_time: 0.0000000000, propagate_forward_time: 48.6487617493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5796356201
validation[          , genome 14490] predictions:    9888/  10000 (98.88%), best:    9909/10000 (99.09%), error:       376.20978, best error:       327.30930 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 650.9552612305s, input_fired_time: 8.3930921555, output_fired_time: 7.6532273293, propagate_forward_time: 243.2926940918, propagate_backward_time: 382.6102905273, weight_update_time: 0.6681584120, other_time: 9.0060119629
epoch time: 50.9928131104s, input_fired_time: 1.0865348577, output_fired_time: 0.0000000000, propagate_forward_time: 48.2883987427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6178779602
validation[          , genome 14490] predictions:    9879/  10000 (98.79%), best:    9909/10000 (99.09%), error:       399.90274, best error:       327.30930 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 650.8236694336s, input_fired_time: 8.3901491165, output_fired_time: 7.7384300232, propagate_forward_time: 243.1672973633, propagate_backward_time: 382.5451354980, weight_update_time: 0.6787907481, other_time: 8.9826965332
epoch time: 51.3859176636s, input_fired_time: 1.0651631355, output_fired_time: 0.0000000000, propagate_forward_time: 48.7174034119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6033515930
validation[          , genome 14490] predictions:    9893/  10000 (98.93%), best:    9909/10000 (99.09%), error:       348.55170, best error:       327.30930 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 649.7481079102s, input_fired_time: 8.3987178802, output_fired_time: 7.7058053017, propagate_forward_time: 242.6451568604, propagate_backward_time: 382.0153503418, weight_update_time: 0.6715132594, other_time: 8.9830627441
epoch time: 51.0161666870s, input_fired_time: 1.0724890232, output_fired_time: 0.0000000000, propagate_forward_time: 48.3362007141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6074752808
validation[          , genome 14490] predictions:    9876/  10000 (98.76%), best:    9909/10000 (99.09%), error:       376.75473, best error:       327.30930 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 654.1315917969s, input_fired_time: 8.5168619156, output_fired_time: 7.7597651482, propagate_forward_time: 244.4781646729, propagate_backward_time: 384.2421875000, weight_update_time: 0.6793348193, other_time: 9.1346435547
epoch time: 51.7794685364s, input_fired_time: 1.0982429981, output_fired_time: 0.0000000000, propagate_forward_time: 49.0195808411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6616439819
validation[          , genome 14490] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       350.92798, best error:       327.30930 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 650.4797363281s, input_fired_time: 8.4468154907, output_fired_time: 7.6682410240, propagate_forward_time: 242.8675231934, propagate_backward_time: 382.4171752930, weight_update_time: 0.6776267290, other_time: 9.0799865723
epoch time: 51.1486434937s, input_fired_time: 1.0670189857, output_fired_time: 0.0000000000, propagate_forward_time: 48.4163398743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6652832031
validation[          , genome 14490] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       340.24301, best error:       327.30930 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 649.3265991211s, input_fired_time: 8.4868144989, output_fired_time: 7.6758651733, propagate_forward_time: 242.5780029297, propagate_backward_time: 381.5129394531, weight_update_time: 0.6783687472, other_time: 9.0729980469
epoch time: 51.2656288147s, input_fired_time: 1.0895463228, output_fired_time: 0.0000000000, propagate_forward_time: 48.5690193176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6070632935
validation[          , genome 14490] predictions:    9893/  10000 (98.93%), best:    9909/10000 (99.09%), error:       377.21606, best error:       327.30930 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 655.7731933594s, input_fired_time: 8.3948183060, output_fired_time: 7.7353162766, propagate_forward_time: 244.5299682617, propagate_backward_time: 386.0626831055, weight_update_time: 0.6900557280, other_time: 9.0504150391
epoch time: 51.1491889954s, input_fired_time: 1.0660719872, output_fired_time: 0.0000000000, propagate_forward_time: 48.4917984009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5913200378
validation[          , genome 14490] predictions:    9894/  10000 (98.94%), best:    9909/10000 (99.09%), error:       353.00125, best error:       327.30930 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 648.9208374023s, input_fired_time: 8.5038728714, output_fired_time: 7.6476964951, propagate_forward_time: 242.1648406982, propagate_backward_time: 381.4341125488, weight_update_time: 0.6783719659, other_time: 9.1703186035
epoch time: 51.3592033386s, input_fired_time: 1.0572414398, output_fired_time: 0.0000000000, propagate_forward_time: 48.6914253235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6105384827
validation[          , genome 14490] predictions:    9890/  10000 (98.90%), best:    9909/10000 (99.09%), error:       370.08090, best error:       327.30930 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 649.7181396484s, input_fired_time: 8.4195308685, output_fired_time: 7.6049122810, propagate_forward_time: 242.5520172119, propagate_backward_time: 382.0818176270, weight_update_time: 0.6687239408, other_time: 9.0598449707
epoch time: 50.7037162781s, input_fired_time: 1.0712771416, output_fired_time: 0.0000000000, propagate_forward_time: 48.0295524597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6028862000
validation[          , genome 14490] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       331.50803, best error:       327.30930 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 650.9681396484s, input_fired_time: 8.4937057495, output_fired_time: 7.7040882111, propagate_forward_time: 243.1195373535, propagate_backward_time: 382.4930114746, weight_update_time: 0.6751130223, other_time: 9.1577758789
epoch time: 51.4500694275s, input_fired_time: 1.0627274513, output_fired_time: 0.0000000000, propagate_forward_time: 48.8004646301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5868759155
validation[          , genome 14490] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       325.56049, best error:       325.56049 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 655.7172851563s, input_fired_time: 8.4495954514, output_fired_time: 7.6849832535, propagate_forward_time: 245.0135192871, propagate_backward_time: 385.4742736816, weight_update_time: 0.6763626933, other_time: 9.0949096680
epoch time: 50.7136878967s, input_fired_time: 1.0786374807, output_fired_time: 0.0000000000, propagate_forward_time: 47.9799156189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6551361084
validation[          , genome 14490] predictions:    9884/  10000 (98.84%), best:    9911/10000 (99.11%), error:       377.23276, best error:       325.56049 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 651.3734130859s, input_fired_time: 8.3804445267, output_fired_time: 7.6823453903, propagate_forward_time: 243.5196838379, propagate_backward_time: 382.9041442871, weight_update_time: 0.6709924340, other_time: 8.8867797852
epoch time: 50.8172912598s, input_fired_time: 1.0732680559, output_fired_time: 0.0000000000, propagate_forward_time: 48.1219367981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6220855713
validation[          , genome 14490] predictions:    9869/  10000 (98.69%), best:    9911/10000 (99.11%), error:       413.22430, best error:       325.56049 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 648.4977416992s, input_fired_time: 8.4570112228, output_fired_time: 7.6426496506, propagate_forward_time: 241.9496307373, propagate_backward_time: 381.2755432129, weight_update_time: 0.6721882820, other_time: 9.1728820801
epoch time: 51.1975708008s, input_fired_time: 1.0664728880, output_fired_time: 0.0000000000, propagate_forward_time: 48.5425910950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5885086060
validation[          , genome 14490] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       349.79282, best error:       325.56049 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 652.2172851563s, input_fired_time: 8.5248832703, output_fired_time: 7.7046704292, propagate_forward_time: 243.5455322266, propagate_backward_time: 383.2246093750, weight_update_time: 0.6766955256, other_time: 9.2175903320
epoch time: 52.0156631470s, input_fired_time: 1.0716804266, output_fired_time: 0.0000000000, propagate_forward_time: 49.3550376892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5889434814
validation[          , genome 14490] predictions:    9905/  10000 (99.05%), best:    9911/10000 (99.11%), error:       335.21664, best error:       325.56049 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 648.4869384766s, input_fired_time: 8.4821281433, output_fired_time: 7.6525292397, propagate_forward_time: 242.1927490234, propagate_backward_time: 381.0433654785, weight_update_time: 0.6746758819, other_time: 9.1161804199
epoch time: 51.6613464355s, input_fired_time: 1.0883759260, output_fired_time: 0.0000000000, propagate_forward_time: 48.9492111206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6237602234
validation[          , genome 14490] predictions:    9893/  10000 (98.93%), best:    9911/10000 (99.11%), error:       358.84784, best error:       325.56049 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 654.1029052734s, input_fired_time: 8.5128555298, output_fired_time: 7.7409062386, propagate_forward_time: 244.1631622314, propagate_backward_time: 384.5239868164, weight_update_time: 0.6855813265, other_time: 9.1619873047
epoch time: 52.0026779175s, input_fired_time: 1.0883998871, output_fired_time: 0.0000000000, propagate_forward_time: 49.2953872681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6188888550
validation[          , genome 14490] predictions:    9889/  10000 (98.89%), best:    9911/10000 (99.11%), error:       355.57928, best error:       325.56049 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 649.7028808594s, input_fired_time: 8.3973379135, output_fired_time: 7.6392879486, propagate_forward_time: 242.5509338379, propagate_backward_time: 382.0887145996, weight_update_time: 0.6707109213, other_time: 9.0266113281
epoch time: 51.1462249756s, input_fired_time: 1.0566279888, output_fired_time: 0.0000000000, propagate_forward_time: 48.5033226013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5862731934
validation[          , genome 14490] predictions:    9897/  10000 (98.97%), best:    9911/10000 (99.11%), error:       340.86963, best error:       325.56049 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 646.5826416016s, input_fired_time: 8.4671888351, output_fired_time: 7.6086649895, propagate_forward_time: 241.3834075928, propagate_backward_time: 379.9497375488, weight_update_time: 0.6786622405, other_time: 9.1736755371
epoch time: 51.3901062012s, input_fired_time: 1.0615634918, output_fired_time: 0.0000000000, propagate_forward_time: 48.7455787659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5829658508
validation[          , genome 14490] predictions:    9893/  10000 (98.93%), best:    9911/10000 (99.11%), error:       359.34427, best error:       325.56049 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 651.8884887695s, input_fired_time: 8.3984727859, output_fired_time: 7.6524510384, propagate_forward_time: 243.6691131592, propagate_backward_time: 383.1961059570, weight_update_time: 0.6684636474, other_time: 8.9722900391
epoch time: 51.2167358398s, input_fired_time: 1.0707775354, output_fired_time: 0.0000000000, propagate_forward_time: 48.5817527771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5642051697
validation[          , genome 14490] predictions:    9888/  10000 (98.88%), best:    9911/10000 (99.11%), error:       374.19559, best error:       325.56049 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 651.8595581055s, input_fired_time: 8.3664531708, output_fired_time: 7.6993498802, propagate_forward_time: 243.4867095947, propagate_backward_time: 383.3807983398, weight_update_time: 0.6610520482, other_time: 8.9262695313
epoch time: 51.3510475159s, input_fired_time: 1.0723826885, output_fired_time: 0.0000000000, propagate_forward_time: 48.7061309814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5725326538
validation[          , genome 14490] predictions:    9905/  10000 (99.05%), best:    9911/10000 (99.11%), error:       326.94855, best error:       325.56049 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 649.1128540039s, input_fired_time: 8.4281749725, output_fired_time: 7.6525545120, propagate_forward_time: 242.3280181885, propagate_backward_time: 381.5773010254, weight_update_time: 0.6794158220, other_time: 9.1268615723
epoch time: 50.9933013916s, input_fired_time: 1.0840600729, output_fired_time: 0.0000000000, propagate_forward_time: 48.3007583618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6084823608
validation[          , genome 14490] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       326.13052, best error:       325.56049 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 650.0430297852s, input_fired_time: 8.3797922134, output_fired_time: 7.6566247940, propagate_forward_time: 242.8456573486, propagate_backward_time: 382.1849975586, weight_update_time: 0.6815083027, other_time: 8.9759521484
epoch time: 53.0108909607s, input_fired_time: 1.0987287760, output_fired_time: 0.0000000000, propagate_forward_time: 50.2408790588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6712837219
validation[          , genome 14490] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       332.10287, best error:       325.56049 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 649.7901000977s, input_fired_time: 8.4677639008, output_fired_time: 7.6879940033, propagate_forward_time: 242.3948516846, propagate_backward_time: 382.0381469727, weight_update_time: 0.6933663487, other_time: 9.2013549805
epoch time: 51.3135795593s, input_fired_time: 1.0629016161, output_fired_time: 0.0000000000, propagate_forward_time: 48.6587638855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5919151306
validation[          , genome 14490] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       342.00339, best error:       325.56049 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 645.3012084961s, input_fired_time: 8.5296154022, output_fired_time: 7.6479268074, propagate_forward_time: 240.8893585205, propagate_backward_time: 379.0205993652, weight_update_time: 0.6838696003, other_time: 9.2137145996
epoch time: 51.6020927429s, input_fired_time: 1.0575716496, output_fired_time: 0.0000000000, propagate_forward_time: 48.9587745667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5857467651
validation[          , genome 14490] predictions:    9887/  10000 (98.87%), best:    9911/10000 (99.11%), error:       386.70154, best error:       325.56049 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 654.8644409180s, input_fired_time: 8.4920501709, output_fired_time: 7.7205991745, propagate_forward_time: 244.3565979004, propagate_backward_time: 385.2949523926, weight_update_time: 0.6775427461, other_time: 9.0002441406
epoch time: 50.6641921997s, input_fired_time: 1.0688732862, output_fired_time: 0.0000000000, propagate_forward_time: 47.9867439270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6085739136
validation[          , genome 14490] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       324.03882, best error:       324.03882 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 647.7852172852s, input_fired_time: 8.4081201553, output_fired_time: 7.6132225990, propagate_forward_time: 242.1404266357, propagate_backward_time: 380.5769653320, weight_update_time: 0.6770064235, other_time: 9.0464477539
epoch time: 50.9997253418s, input_fired_time: 1.0860157013, output_fired_time: 0.0000000000, propagate_forward_time: 48.2842178345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6294937134
validation[          , genome 14490] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       347.26477, best error:       324.03882 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 649.7557373047s, input_fired_time: 8.4970989227, output_fired_time: 7.6559047699, propagate_forward_time: 242.5431365967, propagate_backward_time: 381.8886413574, weight_update_time: 0.6823455691, other_time: 9.1709899902
epoch time: 51.1413307190s, input_fired_time: 1.0602103472, output_fired_time: 0.0000000000, propagate_forward_time: 48.4956932068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5854263306
validation[          , genome 14490] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       348.86316, best error:       324.03882 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 651.6812133789s, input_fired_time: 8.4717588425, output_fired_time: 7.7257595062, propagate_forward_time: 243.4180145264, propagate_backward_time: 383.0321960449, weight_update_time: 0.6730759144, other_time: 9.0334777832
epoch time: 52.7617263794s, input_fired_time: 1.0900067091, output_fired_time: 0.0000000000, propagate_forward_time: 50.0643882751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6073303223
validation[          , genome 14490] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       328.22903, best error:       324.03882 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 651.1390380859s, input_fired_time: 8.4722633362, output_fired_time: 7.6600446701, propagate_forward_time: 242.8782348633, propagate_backward_time: 383.0412292480, weight_update_time: 0.6744105816, other_time: 9.0872497559
epoch time: 51.3632125854s, input_fired_time: 1.0635113716, output_fired_time: 0.0000000000, propagate_forward_time: 48.7276954651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5720062256
validation[          , genome 14490] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       340.79181, best error:       324.03882 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 649.5566406250s, input_fired_time: 8.4201030731, output_fired_time: 7.6295185089, propagate_forward_time: 242.4302673340, propagate_backward_time: 382.1524353027, weight_update_time: 0.6684623361, other_time: 8.9243164063
epoch time: 51.2170066833s, input_fired_time: 1.0918567181, output_fired_time: 0.0000000000, propagate_forward_time: 48.4989013672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262474060
validation[          , genome 14490] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       355.80432, best error:       324.03882 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 647.6971435547s, input_fired_time: 8.5078697205, output_fired_time: 7.6589226723, propagate_forward_time: 241.7683105469, propagate_backward_time: 380.6365356445, weight_update_time: 0.6741509438, other_time: 9.1254882813
epoch time: 50.9164085388s, input_fired_time: 1.1020435095, output_fired_time: 0.0000000000, propagate_forward_time: 48.2054901123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6088752747
validation[          , genome 14490] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       337.96802, best error:       324.03882 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 652.1627197266s, input_fired_time: 8.4132452011, output_fired_time: 7.7336473465, propagate_forward_time: 243.7208404541, propagate_backward_time: 383.3263549805, weight_update_time: 0.6753647327, other_time: 8.9686279297
epoch time: 51.4629745483s, input_fired_time: 1.0919884443, output_fired_time: 0.0000000000, propagate_forward_time: 48.8078422546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5631446838
validation[          , genome 14490] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       336.64282, best error:       324.03882 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 655.0513916016s, input_fired_time: 8.4294929504, output_fired_time: 7.7368202209, propagate_forward_time: 244.4120788574, propagate_backward_time: 385.4834289551, weight_update_time: 0.6690868735, other_time: 8.9895629883
epoch time: 50.7943153381s, input_fired_time: 1.0862720013, output_fired_time: 0.0000000000, propagate_forward_time: 48.0832290649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6248130798
validation[          , genome 14490] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       333.35352, best error:       324.03882 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 653.7424926758s, input_fired_time: 8.4819021225, output_fired_time: 7.7222743034, propagate_forward_time: 244.2313995361, propagate_backward_time: 384.2781982422, weight_update_time: 0.6754248738, other_time: 9.0287475586
epoch time: 52.1944961548s, input_fired_time: 1.0885385275, output_fired_time: 0.0000000000, propagate_forward_time: 49.4933891296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6125679016
validation[          , genome 14490] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       340.47424, best error:       324.03882 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 647.3474731445s, input_fired_time: 8.4569702148, output_fired_time: 7.6248774529, propagate_forward_time: 242.1599731445, propagate_backward_time: 380.0074768066, weight_update_time: 0.6713290811, other_time: 9.0981750488
epoch time: 50.6363220215s, input_fired_time: 1.0860611200, output_fired_time: 0.0000000000, propagate_forward_time: 47.9419631958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6082992554
validation[          , genome 14490] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       361.38779, best error:       324.03882 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 256.5997619629s, input_fired_time: 5.4108681679, output_fired_time: 0.0000000000, propagate_forward_time: 243.0583801270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.1305084229
best training[          , genome 14490] predictions:   49997/  50000 (99.99%), best:    9906/10000 (99.06%), error:       164.18410, best error:       324.03882 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 50.9236488342s, input_fired_time: 1.0442121029, output_fired_time: 0.0000000000, propagate_forward_time: 48.2914505005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5879859924
   testing[          , genome 14490] predictions:    9909/  10000 (99.09%), best:    9906/10000 (99.06%), error:       301.13043, best error:       324.03882 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:32:58 (5956): called boinc_finish(0)

</stderr_txt>
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