Nameexact_genome_1518178202_54_18351_2
Workunit2992057
Created9 Feb 2018, 16:09:13 UTC
Sent9 Feb 2018, 16:45:57 UTC
Report deadline23 Mar 2018, 18:21:13 UTC
Received11 Feb 2018, 3:22:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time22 hours 52 min 17 sec
CPU time22 hours 50 min 1 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size173.95 MB
Peak swap size176.65 MB
Peak disk usage2.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
       431.00458 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 752.8922729492s, input_fired_time: 13.4818153381, output_fired_time: 10.6601190567, propagate_forward_time: 270.5399475098, propagate_backward_time: 440.3869628906, weight_update_time: 1.3517242670, other_time: 17.8234558105
epoch time: 59.3483657837s, input_fired_time: 1.5057651997, output_fired_time: 0.0000000000, propagate_forward_time: 54.5498085022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2927932739
validation[          , genome 18351] predictions:    9866/  10000 (98.66%), best:    9869/10000 (98.69%), error:       433.65714, best error:       431.00458 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 753.3602294922s, input_fired_time: 13.4825868607, output_fired_time: 10.7230281830, propagate_forward_time: 271.1886596680, propagate_backward_time: 440.3206481934, weight_update_time: 1.3291310072, other_time: 17.6452941895
epoch time: 58.5971870422s, input_fired_time: 1.5241352320, output_fired_time: 0.0000000000, propagate_forward_time: 53.9140663147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1589851379
validation[          , genome 18351] predictions:    9838/  10000 (98.38%), best:    9869/10000 (98.69%), error:       517.40167, best error:       431.00458 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 754.6933593750s, input_fired_time: 13.5188093185, output_fired_time: 10.8568983078, propagate_forward_time: 271.2087707520, propagate_backward_time: 441.0325012207, weight_update_time: 1.3586163521, other_time: 18.0764160156
epoch time: 58.7671318054s, input_fired_time: 1.5121792555, output_fired_time: 0.0000000000, propagate_forward_time: 54.0572280884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1977233887
validation[          , genome 18351] predictions:    9865/  10000 (98.65%), best:    9869/10000 (98.69%), error:       482.88123, best error:       431.00458 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 753.4625854492s, input_fired_time: 13.3243589401, output_fired_time: 10.4929208755, propagate_forward_time: 271.3018798828, propagate_backward_time: 441.1896667480, weight_update_time: 1.3419611454, other_time: 17.1537780762
epoch time: 58.3457145691s, input_fired_time: 1.4605824947, output_fired_time: 0.0000000000, propagate_forward_time: 53.8136940002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0714378357
validation[          , genome 18351] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       445.38876, best error:       431.00458 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 753.1802368164s, input_fired_time: 13.3222513199, output_fired_time: 10.4424962997, propagate_forward_time: 270.5006713867, propagate_backward_time: 441.7496643066, weight_update_time: 1.3269051313, other_time: 17.1651306152
epoch time: 58.6581306458s, input_fired_time: 1.4803328514, output_fired_time: 0.0000000000, propagate_forward_time: 54.0899314880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0878677368
validation[          , genome 18351] predictions:    9809/  10000 (98.09%), best:    9869/10000 (98.69%), error:       618.23059, best error:       431.00458 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 751.6453857422s, input_fired_time: 13.2784070969, output_fired_time: 10.4858446121, propagate_forward_time: 269.8439941406, propagate_backward_time: 440.8924865723, weight_update_time: 1.3332695961, other_time: 17.1446838379
epoch time: 58.9193649292s, input_fired_time: 1.4989967346, output_fired_time: 0.0000000000, propagate_forward_time: 54.3548049927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0655632019
validation[          , genome 18351] predictions:    9847/  10000 (98.47%), best:    9869/10000 (98.69%), error:       530.88928, best error:       431.00458 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 753.0027465820s, input_fired_time: 13.3228807449, output_fired_time: 10.4730339050, propagate_forward_time: 270.8407592773, propagate_backward_time: 441.3605041504, weight_update_time: 1.3345043659, other_time: 17.0055847168
epoch time: 58.9240531921s, input_fired_time: 1.4822088480, output_fired_time: 0.0000000000, propagate_forward_time: 54.3133316040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1285133362
validation[          , genome 18351] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       396.37543, best error:       396.37543 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 753.0892333984s, input_fired_time: 13.3113479614, output_fired_time: 10.4883708954, propagate_forward_time: 270.1435546875, propagate_backward_time: 442.0293579102, weight_update_time: 1.3210321665, other_time: 17.1166381836
epoch time: 58.5570564270s, input_fired_time: 1.4742125273, output_fired_time: 0.0000000000, propagate_forward_time: 53.9954299927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0874137878
validation[          , genome 18351] predictions:    9825/  10000 (98.25%), best:    9876/10000 (98.76%), error:       588.85791, best error:       396.37543 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 753.3378295898s, input_fired_time: 13.2451267242, output_fired_time: 10.4948348999, propagate_forward_time: 270.0675048828, propagate_backward_time: 442.5696716309, weight_update_time: 1.3269681931, other_time: 16.9607238770
epoch time: 58.8959655762s, input_fired_time: 1.4961482286, output_fired_time: 0.0000000000, propagate_forward_time: 54.2204780579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1793403625
validation[          , genome 18351] predictions:    9859/  10000 (98.59%), best:    9876/10000 (98.76%), error:       443.09897, best error:       396.37543 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 752.9509277344s, input_fired_time: 13.2664070129, output_fired_time: 10.4450407028, propagate_forward_time: 270.2613525391, propagate_backward_time: 441.8144226074, weight_update_time: 1.3308885098, other_time: 17.1636657715
epoch time: 58.2968101501s, input_fired_time: 1.4665757418, output_fired_time: 0.0000000000, propagate_forward_time: 53.7781562805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0520782471
validation[          , genome 18351] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       366.68167, best error:       366.68167 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 754.2544555664s, input_fired_time: 13.3766822815, output_fired_time: 10.4245166779, propagate_forward_time: 271.6544494629, propagate_backward_time: 441.7437744141, weight_update_time: 1.3356802464, other_time: 17.0550231934
epoch time: 58.5438537598s, input_fired_time: 1.5000170469, output_fired_time: 0.0000000000, propagate_forward_time: 53.9221496582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1216888428
validation[          , genome 18351] predictions:    9866/  10000 (98.66%), best:    9883/10000 (98.83%), error:       459.45557, best error:       366.68167 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 753.0314941406s, input_fired_time: 13.3419847488, output_fired_time: 10.4487361908, propagate_forward_time: 270.8991088867, propagate_backward_time: 441.1460266113, weight_update_time: 1.3367456198, other_time: 17.1956481934
epoch time: 58.5947265625s, input_fired_time: 1.4684859514, output_fired_time: 0.0000000000, propagate_forward_time: 54.0058746338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1203651428
validation[          , genome 18351] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       399.85629, best error:       366.68167 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 752.1073608398s, input_fired_time: 13.2662239075, output_fired_time: 10.4962234497, propagate_forward_time: 269.9924316406, propagate_backward_time: 441.1604003906, weight_update_time: 1.3282359838, other_time: 17.1920776367
epoch time: 58.3118286133s, input_fired_time: 1.4835087061, output_fired_time: 0.0000000000, propagate_forward_time: 53.7937965393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0345230103
validation[          , genome 18351] predictions:    9855/  10000 (98.55%), best:    9883/10000 (98.83%), error:       487.05365, best error:       366.68167 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 751.5866088867s, input_fired_time: 13.3160810471, output_fired_time: 10.4400224686, propagate_forward_time: 270.2286071777, propagate_backward_time: 440.3450622559, weight_update_time: 1.3245233297, other_time: 17.2568359375
epoch time: 58.8712463379s, input_fired_time: 1.5051739216, output_fired_time: 0.0000000000, propagate_forward_time: 54.2031669617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1629066467
validation[          , genome 18351] predictions:    9831/  10000 (98.31%), best:    9883/10000 (98.83%), error:       559.30511, best error:       366.68167 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 754.5327148438s, input_fired_time: 13.3426408768, output_fired_time: 10.5266456604, propagate_forward_time: 270.8712158203, propagate_backward_time: 442.6799621582, weight_update_time: 1.3220194578, other_time: 17.1122131348
epoch time: 58.5273475647s, input_fired_time: 1.4740841389, output_fired_time: 0.0000000000, propagate_forward_time: 53.9194450378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1338195801
validation[          , genome 18351] predictions:    9890/  10000 (98.90%), best:    9883/10000 (98.83%), error:       372.21219, best error:       366.68167 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 753.3209838867s, input_fired_time: 13.3422498703, output_fired_time: 10.5129499435, propagate_forward_time: 270.2533874512, propagate_backward_time: 442.1119384766, weight_update_time: 1.3338730335, other_time: 17.1004943848
epoch time: 59.0137176514s, input_fired_time: 1.5162866116, output_fired_time: 0.0000000000, propagate_forward_time: 54.3468894958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1505432129
validation[          , genome 18351] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       383.66025, best error:       366.68167 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 751.9559326172s, input_fired_time: 13.2856378555, output_fired_time: 10.4601030350, propagate_forward_time: 270.2173156738, propagate_backward_time: 440.8872070312, weight_update_time: 1.3238800764, other_time: 17.1056823730
epoch time: 58.5762367249s, input_fired_time: 1.4680478573, output_fired_time: 0.0000000000, propagate_forward_time: 53.9514198303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1567687988
validation[          , genome 18351] predictions:    9848/  10000 (98.48%), best:    9883/10000 (98.83%), error:       483.44720, best error:       366.68167 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 752.4338989258s, input_fired_time: 13.3180541992, output_fired_time: 10.4986524582, propagate_forward_time: 270.1970825195, propagate_backward_time: 441.2707824707, weight_update_time: 1.3276824951, other_time: 17.1493225098
epoch time: 58.8927459717s, input_fired_time: 1.4870365858, output_fired_time: 0.0000000000, propagate_forward_time: 54.3425865173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0631217957
validation[          , genome 18351] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       422.70291, best error:       366.68167 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 754.0252075195s, input_fired_time: 13.3741893768, output_fired_time: 10.4476356506, propagate_forward_time: 271.1705627441, propagate_backward_time: 441.8994140625, weight_update_time: 1.3271557093, other_time: 17.1333923340
epoch time: 58.8538627625s, input_fired_time: 1.4991180897, output_fired_time: 0.0000000000, propagate_forward_time: 54.2447433472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1100006104
validation[          , genome 18351] predictions:    9861/  10000 (98.61%), best:    9883/10000 (98.83%), error:       476.58896, best error:       366.68167 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 752.2482299805s, input_fired_time: 13.2965087891, output_fired_time: 10.5300941467, propagate_forward_time: 269.7995605469, propagate_backward_time: 441.5551757812, weight_update_time: 1.3223567009, other_time: 17.0668945312
epoch time: 58.8864898682s, input_fired_time: 1.5166474581, output_fired_time: 0.0000000000, propagate_forward_time: 54.1534309387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2164115906
validation[          , genome 18351] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       429.26178, best error:       366.68167 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 753.7150878906s, input_fired_time: 13.3547687531, output_fired_time: 10.4862422943, propagate_forward_time: 270.9487915039, propagate_backward_time: 441.6716003418, weight_update_time: 1.3412146568, other_time: 17.2536315918
epoch time: 58.8133621216s, input_fired_time: 1.4798903465, output_fired_time: 0.0000000000, propagate_forward_time: 54.1670227051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1664505005
validation[          , genome 18351] predictions:    9843/  10000 (98.43%), best:    9883/10000 (98.83%), error:       481.65271, best error:       366.68167 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 754.5169677734s, input_fired_time: 13.4395704269, output_fired_time: 10.4821233749, propagate_forward_time: 270.7865905762, propagate_backward_time: 442.7465515137, weight_update_time: 1.3309570551, other_time: 17.0621337891
epoch time: 58.8480262756s, input_fired_time: 1.4835005999, output_fired_time: 0.0000000000, propagate_forward_time: 54.2061614990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1583633423
validation[          , genome 18351] predictions:    9866/  10000 (98.66%), best:    9883/10000 (98.83%), error:       415.93265, best error:       366.68167 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 753.1769409180s, input_fired_time: 13.4000692368, output_fired_time: 10.4332857132, propagate_forward_time: 270.4736633301, propagate_backward_time: 441.7692565918, weight_update_time: 1.3294177055, other_time: 17.1006469727
epoch time: 58.5760650635s, input_fired_time: 1.4878759384, output_fired_time: 0.0000000000, propagate_forward_time: 54.0432243347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0449638367
validation[          , genome 18351] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       376.71881, best error:       366.68167 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 753.1245117188s, input_fired_time: 13.3955078125, output_fired_time: 10.5578784943, propagate_forward_time: 270.7075500488, propagate_backward_time: 441.2960815430, weight_update_time: 1.3308951855, other_time: 17.1675109863
epoch time: 58.4624366760s, input_fired_time: 1.4829661846, output_fired_time: 0.0000000000, propagate_forward_time: 53.8485488892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1309204102
validation[          , genome 18351] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       376.26181, best error:       366.68167 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 753.7908935547s, input_fired_time: 13.3322410583, output_fired_time: 10.4734230042, propagate_forward_time: 271.2364807129, propagate_backward_time: 441.4734191895, weight_update_time: 1.3257788420, other_time: 17.2753295898
epoch time: 58.5890808105s, input_fired_time: 1.4904965162, output_fired_time: 0.0000000000, propagate_forward_time: 53.9625015259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1360816956
validation[          , genome 18351] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       341.00925, best error:       341.00925 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 753.1263427734s, input_fired_time: 13.2986755371, output_fired_time: 10.4511947632, propagate_forward_time: 270.5104675293, propagate_backward_time: 441.7768859863, weight_update_time: 1.3285626173, other_time: 17.0891113281
epoch time: 58.6728096008s, input_fired_time: 1.4974770546, output_fired_time: 0.0000000000, propagate_forward_time: 54.0988731384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0764579773
validation[          , genome 18351] predictions:    9892/  10000 (98.92%), best:    9898/10000 (98.98%), error:       352.66385, best error:       341.00925 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 751.6858520508s, input_fired_time: 13.3468780518, output_fired_time: 10.4530286789, propagate_forward_time: 270.1643371582, propagate_backward_time: 440.5962829590, weight_update_time: 1.3334118128, other_time: 17.1253662109
epoch time: 58.4718475342s, input_fired_time: 1.4915274382, output_fired_time: 0.0000000000, propagate_forward_time: 53.8173446655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1629753113
validation[          , genome 18351] predictions:    9885/  10000 (98.85%), best:    9898/10000 (98.98%), error:       371.28458, best error:       341.00925 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 754.1577758789s, input_fired_time: 13.3675622940, output_fired_time: 10.4701042175, propagate_forward_time: 270.4765014648, propagate_backward_time: 442.5652160645, weight_update_time: 1.3309205770, other_time: 17.2784118652
epoch time: 58.6609573364s, input_fired_time: 1.5497083664, output_fired_time: 0.0000000000, propagate_forward_time: 53.9127731323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1984748840
validation[          , genome 18351] predictions:    9893/  10000 (98.93%), best:    9898/10000 (98.98%), error:       360.07248, best error:       341.00925 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 752.6577758789s, input_fired_time: 13.3493022919, output_fired_time: 10.4117374420, propagate_forward_time: 270.7723999023, propagate_backward_time: 440.8830871582, weight_update_time: 1.3360534906, other_time: 17.2412414551
epoch time: 58.5975265503s, input_fired_time: 1.5141535997, output_fired_time: 0.0000000000, propagate_forward_time: 53.9528007507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1305732727
validation[          , genome 18351] predictions:    9892/  10000 (98.92%), best:    9898/10000 (98.98%), error:       385.35672, best error:       341.00925 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 754.2291870117s, input_fired_time: 13.4135074615, output_fired_time: 10.5061988831, propagate_forward_time: 270.5556945801, propagate_backward_time: 442.6029968262, weight_update_time: 1.3223351240, other_time: 17.1507568359
epoch time: 58.6179237366s, input_fired_time: 1.5146420002, output_fired_time: 0.0000000000, propagate_forward_time: 53.9488639832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1544189453
validation[          , genome 18351] predictions:    9880/  10000 (98.80%), best:    9898/10000 (98.98%), error:       380.93610, best error:       341.00925 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 753.3016357422s, input_fired_time: 13.3447084427, output_fired_time: 10.4327573776, propagate_forward_time: 270.5044250488, propagate_backward_time: 441.8340759277, weight_update_time: 1.3345423937, other_time: 17.1856689453
epoch time: 59.0926742554s, input_fired_time: 1.5651068687, output_fired_time: 0.0000000000, propagate_forward_time: 54.2302970886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2972717285
validation[          , genome 18351] predictions:    9889/  10000 (98.89%), best:    9898/10000 (98.98%), error:       377.14203, best error:       341.00925 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 754.2401123047s, input_fired_time: 13.3740558624, output_fired_time: 10.5280609131, propagate_forward_time: 270.8482055664, propagate_backward_time: 442.2423706055, weight_update_time: 1.3427411318, other_time: 17.2473754883
epoch time: 58.9342079163s, input_fired_time: 1.5138704777, output_fired_time: 0.0000000000, propagate_forward_time: 54.2467384338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1735992432
validation[          , genome 18351] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       328.05597, best error:       328.05597 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 753.9468383789s, input_fired_time: 13.3897066116, output_fired_time: 10.5092658997, propagate_forward_time: 270.6785278320, propagate_backward_time: 442.1737670898, weight_update_time: 1.3346583843, other_time: 17.1955566406
epoch time: 58.7826118469s, input_fired_time: 1.5044575930, output_fired_time: 0.0000000000, propagate_forward_time: 54.1666717529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1114807129
validation[          , genome 18351] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       345.57059, best error:       328.05597 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 755.6019287109s, input_fired_time: 13.4878768921, output_fired_time: 10.5512876511, propagate_forward_time: 271.8581848145, propagate_backward_time: 441.9789428711, weight_update_time: 1.3413667679, other_time: 17.7256774902
epoch time: 58.7225189209s, input_fired_time: 1.5211880207, output_fired_time: 0.0000000000, propagate_forward_time: 53.9401626587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2611694336
validation[          , genome 18351] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       379.60266, best error:       328.05597 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 754.0264282227s, input_fired_time: 13.6340179443, output_fired_time: 10.6896572113, propagate_forward_time: 270.9727478027, propagate_backward_time: 440.8229675293, weight_update_time: 1.3455128670, other_time: 17.9070434570
epoch time: 58.8502388000s, input_fired_time: 1.5123934746, output_fired_time: 0.0000000000, propagate_forward_time: 54.2229537964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1148910522
validation[          , genome 18351] predictions:    9903/  10000 (99.03%), best:    9900/10000 (99.00%), error:       339.43866, best error:       328.05597 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 754.5577392578s, input_fired_time: 13.6271572113, output_fired_time: 10.7102918625, propagate_forward_time: 270.9462585449, propagate_backward_time: 441.4557189941, weight_update_time: 1.3380053043, other_time: 17.8183593750
epoch time: 58.7088012695s, input_fired_time: 1.5242962837, output_fired_time: 0.0000000000, propagate_forward_time: 53.9336738586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2508316040
validation[          , genome 18351] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       307.55392, best error:       307.55392 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 754.4198608398s, input_fired_time: 13.5945501328, output_fired_time: 10.7510213852, propagate_forward_time: 270.5320434570, propagate_backward_time: 441.7314758301, weight_update_time: 1.3365325928, other_time: 17.8107604980
epoch time: 58.6760635376s, input_fired_time: 1.5281394720, output_fired_time: 0.0000000000, propagate_forward_time: 53.9926338196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1552886963
validation[          , genome 18351] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       334.34579, best error:       307.55392 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 754.0795898438s, input_fired_time: 13.5528402328, output_fired_time: 10.7462873459, propagate_forward_time: 270.7239685059, propagate_backward_time: 441.3995361328, weight_update_time: 1.3408046961, other_time: 17.6569519043
epoch time: 58.7922096252s, input_fired_time: 1.5429084301, output_fired_time: 0.0000000000, propagate_forward_time: 53.9691658020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2801361084
validation[          , genome 18351] predictions:    9845/  10000 (98.45%), best:    9903/10000 (99.03%), error:       469.75586, best error:       307.55392 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 752.6791381836s, input_fired_time: 13.5768527985, output_fired_time: 10.6809892654, propagate_forward_time: 270.0488281250, propagate_backward_time: 440.4819946289, weight_update_time: 1.4105781317, other_time: 17.8905029297
epoch time: 58.5843315125s, input_fired_time: 1.5315791368, output_fired_time: 0.0000000000, propagate_forward_time: 53.9067077637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1460456848
validation[          , genome 18351] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       344.65128, best error:       307.55392 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 752.9942626953s, input_fired_time: 13.5429487228, output_fired_time: 10.7268619537, propagate_forward_time: 270.2803649902, propagate_backward_time: 440.7764282227, weight_update_time: 1.3374575377, other_time: 17.6676330566
epoch time: 59.0724830627s, input_fired_time: 1.5847697258, output_fired_time: 0.0000000000, propagate_forward_time: 54.3501281738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1375846863
validation[          , genome 18351] predictions:    9869/  10000 (98.69%), best:    9903/10000 (99.03%), error:       421.75952, best error:       307.55392 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 753.9173583984s, input_fired_time: 13.6299467087, output_fired_time: 10.7298307419, propagate_forward_time: 271.0421447754, propagate_backward_time: 440.6345520020, weight_update_time: 1.3457221985, other_time: 17.8808593750
epoch time: 58.6381149292s, input_fired_time: 1.5306662321, output_fired_time: 0.0000000000, propagate_forward_time: 53.9262466431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1812019348
validation[          , genome 18351] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       300.68561, best error:       300.68561 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 753.2053222656s, input_fired_time: 13.6278219223, output_fired_time: 10.7196903229, propagate_forward_time: 270.5116882324, propagate_backward_time: 440.8378601074, weight_update_time: 1.3325418234, other_time: 17.5083007812
epoch time: 58.9553070068s, input_fired_time: 1.5736159086, output_fired_time: 0.0000000000, propagate_forward_time: 54.1205444336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2611465454
validation[          , genome 18351] predictions:    9890/  10000 (98.90%), best:    9907/10000 (99.07%), error:       362.18417, best error:       300.68561 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 754.8699951172s, input_fired_time: 13.5896482468, output_fired_time: 10.8042192459, propagate_forward_time: 271.4774780273, propagate_backward_time: 441.2992553711, weight_update_time: 1.3392027617, other_time: 17.6994018555
epoch time: 58.9223747253s, input_fired_time: 1.5363794565, output_fired_time: 0.0000000000, propagate_forward_time: 54.1935539246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1924400330
validation[          , genome 18351] predictions:    9899/  10000 (98.99%), best:    9907/10000 (99.07%), error:       336.41760, best error:       300.68561 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 754.0986328125s, input_fired_time: 13.5679550171, output_fired_time: 10.7501153946, propagate_forward_time: 270.8474731445, propagate_backward_time: 441.1768188477, weight_update_time: 1.3314040899, other_time: 17.7562866211
epoch time: 58.6244583130s, input_fired_time: 1.5189824104, output_fired_time: 0.0000000000, propagate_forward_time: 53.9271659851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1783103943
validation[          , genome 18351] predictions:    9872/  10000 (98.72%), best:    9907/10000 (99.07%), error:       423.64139, best error:       300.68561 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 753.7965087891s, input_fired_time: 13.6154432297, output_fired_time: 10.6801748276, propagate_forward_time: 270.6864624023, propagate_backward_time: 441.0358886719, weight_update_time: 1.3433649540, other_time: 17.7785644531
epoch time: 58.8928794861s, input_fired_time: 1.5670307875, output_fired_time: 0.0000000000, propagate_forward_time: 54.0341758728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2916717529
validation[          , genome 18351] predictions:    9899/  10000 (98.99%), best:    9907/10000 (99.07%), error:       339.28519, best error:       300.68561 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 753.6812133789s, input_fired_time: 13.5948600769, output_fired_time: 10.6887054443, propagate_forward_time: 270.3087158203, propagate_backward_time: 441.3857421875, weight_update_time: 1.3471214771, other_time: 17.7031860352
epoch time: 58.7349967957s, input_fired_time: 1.5276930332, output_fired_time: 0.0000000000, propagate_forward_time: 54.0406341553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1666679382
validation[          , genome 18351] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       297.57358, best error:       297.57358 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 753.3681030273s, input_fired_time: 13.5268402100, output_fired_time: 10.6889562607, propagate_forward_time: 270.5657043457, propagate_backward_time: 440.8367614746, weight_update_time: 1.3348509073, other_time: 17.7498168945
epoch time: 58.5793228149s, input_fired_time: 1.5323805809, output_fired_time: 0.0000000000, propagate_forward_time: 53.8757247925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1712188721
validation[          , genome 18351] predictions:    9866/  10000 (98.66%), best:    9908/10000 (99.08%), error:       410.53607, best error:       297.57358 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 753.6281127930s, input_fired_time: 13.5980186462, output_fired_time: 10.7956924438, propagate_forward_time: 270.2186889648, propagate_backward_time: 441.3259887695, weight_update_time: 1.3445791006, other_time: 17.6896972656
epoch time: 58.7718162537s, input_fired_time: 1.5260971785, output_fired_time: 0.0000000000, propagate_forward_time: 54.0582923889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1874275208
validation[          , genome 18351] predictions:    9910/  10000 (99.10%), best:    9908/10000 (99.08%), error:       313.61465, best error:       297.57358 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 753.1143798828s, input_fired_time: 13.6460056305, output_fired_time: 10.7427558899, propagate_forward_time: 270.5247497559, propagate_backward_time: 440.5287780762, weight_update_time: 1.3347077370, other_time: 17.6721191406
epoch time: 58.4658164978s, input_fired_time: 1.5301522017, output_fired_time: 0.0000000000, propagate_forward_time: 53.8584403992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0772247314
validation[          , genome 18351] predictions:    9909/  10000 (99.09%), best:    9908/10000 (99.08%), error:       322.45181, best error:       297.57358 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 756.0789794922s, input_fired_time: 13.7129182816, output_fired_time: 10.7786540985, propagate_forward_time: 271.3186950684, propagate_backward_time: 442.2665100098, weight_update_time: 1.3491919041, other_time: 18.0022583008
epoch time: 58.7342109680s, input_fired_time: 1.5601521730, output_fired_time: 0.0000000000, propagate_forward_time: 53.9634170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2106399536
validation[          , genome 18351] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       323.90567, best error:       297.57358 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 753.2961425781s, input_fired_time: 13.6091051102, output_fired_time: 10.7870464325, propagate_forward_time: 270.2613525391, propagate_backward_time: 440.6820068359, weight_update_time: 1.3458933830, other_time: 17.9566040039
epoch time: 58.6835784912s, input_fired_time: 1.5230394602, output_fired_time: 0.0000000000, propagate_forward_time: 53.9508934021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2096443176
validation[          , genome 18351] predictions:    9888/  10000 (98.88%), best:    9908/10000 (99.08%), error:       333.48477, best error:       297.57358 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 753.4929199219s, input_fired_time: 13.6086006165, output_fired_time: 10.8133792877, propagate_forward_time: 270.4717407227, propagate_backward_time: 440.8211669922, weight_update_time: 1.3544619083, other_time: 17.7780761719
epoch time: 58.7074241638s, input_fired_time: 1.5310971737, output_fired_time: 0.0000000000, propagate_forward_time: 54.0044708252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1718559265
validation[          , genome 18351] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       308.55441, best error:       297.57358 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 754.6160278320s, input_fired_time: 13.7020177841, output_fired_time: 10.9137983322, propagate_forward_time: 271.1874694824, propagate_backward_time: 440.7361755371, weight_update_time: 1.3544929028, other_time: 18.0765380859
epoch time: 59.0068244934s, input_fired_time: 1.5612024069, output_fired_time: 0.0000000000, propagate_forward_time: 54.2355270386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2100944519
validation[          , genome 18351] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       324.74820, best error:       297.57358 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 753.3173828125s, input_fired_time: 13.6976957321, output_fired_time: 10.8195552826, propagate_forward_time: 270.8202514648, propagate_backward_time: 440.1331176758, weight_update_time: 1.3381910324, other_time: 17.8467407227
epoch time: 58.7505531311s, input_fired_time: 1.5475699902, output_fired_time: 0.0000000000, propagate_forward_time: 54.0008964539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2020874023
validation[          , genome 18351] predictions:    9895/  10000 (98.95%), best:    9908/10000 (99.08%), error:       342.38443, best error:       297.57358 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 753.6972045898s, input_fired_time: 13.7078666687, output_fired_time: 10.8273086548, propagate_forward_time: 270.7310485840, propagate_backward_time: 440.4041137695, weight_update_time: 1.3482301235, other_time: 18.0268249512
epoch time: 59.2309837341s, input_fired_time: 1.5538647175, output_fired_time: 0.0000000000, propagate_forward_time: 54.4426879883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2344322205
validation[          , genome 18351] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       295.92230, best error:       295.92230 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 753.5120239258s, input_fired_time: 13.6895637512, output_fired_time: 10.8702020645, propagate_forward_time: 270.6969604492, propagate_backward_time: 440.2539978027, weight_update_time: 1.3476449251, other_time: 18.0013122559
epoch time: 59.2681007385s, input_fired_time: 1.6061018705, output_fired_time: 0.0000000000, propagate_forward_time: 54.2196922302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4423065186
validation[          , genome 18351] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       319.53177, best error:       295.92230 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 754.2160644531s, input_fired_time: 13.7011489868, output_fired_time: 10.8479166031, propagate_forward_time: 271.4046630859, propagate_backward_time: 440.4051818848, weight_update_time: 1.3421891928, other_time: 17.8571472168
epoch time: 59.0458755493s, input_fired_time: 1.5516798496, output_fired_time: 0.0000000000, propagate_forward_time: 54.2262840271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2679100037
validation[          , genome 18351] predictions:    9887/  10000 (98.87%), best:    9907/10000 (99.07%), error:       397.97482, best error:       295.92230 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 753.6735839844s, input_fired_time: 13.7030963898, output_fired_time: 10.8904514313, propagate_forward_time: 270.5394287109, propagate_backward_time: 440.5373840332, weight_update_time: 1.3407428265, other_time: 18.0032043457
epoch time: 58.8769607544s, input_fired_time: 1.5515756607, output_fired_time: 0.0000000000, propagate_forward_time: 54.0246315002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3007545471
validation[          , genome 18351] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       305.51465, best error:       295.92230 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 753.1548461914s, input_fired_time: 13.6565856934, output_fired_time: 10.8162803650, propagate_forward_time: 270.3377380371, propagate_backward_time: 440.4382629395, weight_update_time: 1.3356618881, other_time: 17.9060058594
epoch time: 59.0114974976s, input_fired_time: 1.5596462488, output_fired_time: 0.0000000000, propagate_forward_time: 54.1225624084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3292884827
validation[          , genome 18351] predictions:    9911/  10000 (99.11%), best:    9907/10000 (99.07%), error:       306.54697, best error:       295.92230 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 753.1579589844s, input_fired_time: 13.6718978882, output_fired_time: 10.8150024414, propagate_forward_time: 270.1353454590, propagate_backward_time: 440.7580261230, weight_update_time: 1.3507190943, other_time: 17.7777099609
epoch time: 58.4443626404s, input_fired_time: 1.4658253193, output_fired_time: 0.0000000000, propagate_forward_time: 53.9471473694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0313911438
validation[          , genome 18351] predictions:    9875/  10000 (98.75%), best:    9907/10000 (99.07%), error:       427.85251, best error:       295.92230 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 751.1055908203s, input_fired_time: 13.2967414856, output_fired_time: 10.3435850143, propagate_forward_time: 269.5931091309, propagate_backward_time: 441.0881958008, weight_update_time: 1.3178362846, other_time: 16.7839660645
epoch time: 58.7447013855s, input_fired_time: 1.4979516268, output_fired_time: 0.0000000000, propagate_forward_time: 54.1997718811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0469779968
validation[          , genome 18351] predictions:    9898/  10000 (98.98%), best:    9907/10000 (99.07%), error:       361.39734, best error:       295.92230 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 749.7717285156s, input_fired_time: 13.3879842758, output_fired_time: 10.4193677902, propagate_forward_time: 269.4025878906, propagate_backward_time: 439.4802551270, weight_update_time: 1.3324128389, other_time: 17.0815124512
epoch time: 58.5319557190s, input_fired_time: 1.5349150896, output_fired_time: 0.0000000000, propagate_forward_time: 53.8848037720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1122360229
validation[          , genome 18351] predictions:    9911/  10000 (99.11%), best:    9907/10000 (99.07%), error:       337.61813, best error:       295.92230 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 750.2751464844s, input_fired_time: 13.4199028015, output_fired_time: 10.4057016373, propagate_forward_time: 269.9524536133, propagate_backward_time: 439.4871215820, weight_update_time: 1.3232318163, other_time: 17.0099487305
epoch time: 58.3525962830s, input_fired_time: 1.5023238659, output_fired_time: 0.0000000000, propagate_forward_time: 53.7894058228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0608673096
validation[          , genome 18351] predictions:    9903/  10000 (99.03%), best:    9907/10000 (99.07%), error:       335.69675, best error:       295.92230 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 749.8293457031s, input_fired_time: 13.3668470383, output_fired_time: 10.4300451279, propagate_forward_time: 269.4967041016, propagate_backward_time: 439.5684814453, weight_update_time: 1.3397959471, other_time: 16.9672851562
epoch time: 58.3267631531s, input_fired_time: 1.4946576357, output_fired_time: 0.0000000000, propagate_forward_time: 53.7820549011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0500488281
validation[          , genome 18351] predictions:    9906/  10000 (99.06%), best:    9907/10000 (99.07%), error:       317.09470, best error:       295.92230 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 749.3935546875s, input_fired_time: 13.3719882965, output_fired_time: 10.3642692566, propagate_forward_time: 269.3389892578, propagate_backward_time: 439.3035888672, weight_update_time: 1.3260143995, other_time: 17.0147094727
epoch time: 58.8909111023s, input_fired_time: 1.5392655134, output_fired_time: 0.0000000000, propagate_forward_time: 54.1962776184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1553688049
validation[          , genome 18351] predictions:    9912/  10000 (99.12%), best:    9907/10000 (99.07%), error:       301.60660, best error:       295.92230 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 749.4849243164s, input_fired_time: 13.3519630432, output_fired_time: 10.4459829330, propagate_forward_time: 269.5325012207, propagate_backward_time: 439.2226867676, weight_update_time: 1.3245480061, other_time: 16.9317626953
epoch time: 58.3149566650s, input_fired_time: 1.5028800964, output_fired_time: 0.0000000000, propagate_forward_time: 53.7826118469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0294647217
validation[          , genome 18351] predictions:    9911/  10000 (99.11%), best:    9907/10000 (99.07%), error:       305.77954, best error:       295.92230 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 750.0148315430s, input_fired_time: 13.4105033875, output_fired_time: 10.4143791199, propagate_forward_time: 269.4087219238, propagate_backward_time: 439.7341613770, weight_update_time: 1.3303420544, other_time: 17.0470581055
epoch time: 58.7701148987s, input_fired_time: 1.5375988483, output_fired_time: 0.0000000000, propagate_forward_time: 54.1176605225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1148567200
validation[          , genome 18351] predictions:    9922/  10000 (99.22%), best:    9922/10000 (99.22%), error:       285.06747, best error:       285.06747 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 750.2088012695s, input_fired_time: 13.3654050827, output_fired_time: 10.4415512085, propagate_forward_time: 269.2456359863, propagate_backward_time: 440.1795654297, weight_update_time: 1.3300322294, other_time: 16.9766540527
epoch time: 58.7713127136s, input_fired_time: 1.5411876440, output_fired_time: 0.0000000000, propagate_forward_time: 54.1266555786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1034698486
validation[          , genome 18351] predictions:    9921/  10000 (99.21%), best:    9922/10000 (99.22%), error:       293.42813, best error:       285.06747 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 750.4990844727s, input_fired_time: 13.3940925598, output_fired_time: 10.4115381241, propagate_forward_time: 269.5668640137, propagate_backward_time: 440.1221313477, weight_update_time: 1.3207701445, other_time: 17.0044250488
epoch time: 58.3744926453s, input_fired_time: 1.4961142540, output_fired_time: 0.0000000000, propagate_forward_time: 53.8139305115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0644493103
validation[          , genome 18351] predictions:    9912/  10000 (99.12%), best:    9922/10000 (99.22%), error:       302.08585, best error:       285.06747 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 750.8939819336s, input_fired_time: 13.4136142731, output_fired_time: 10.4357681274, propagate_forward_time: 269.6747741699, propagate_backward_time: 440.3126525879, weight_update_time: 1.3277860880, other_time: 17.0571289062
epoch time: 58.6393280029s, input_fired_time: 1.5463427305, output_fired_time: 0.0000000000, propagate_forward_time: 53.8976593018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1953277588
validation[          , genome 18351] predictions:    9896/  10000 (98.96%), best:    9922/10000 (99.22%), error:       358.73120, best error:       285.06747 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 749.9954223633s, input_fired_time: 13.3717584610, output_fired_time: 10.4321498871, propagate_forward_time: 269.6961059570, propagate_backward_time: 439.4212646484, weight_update_time: 1.3325539827, other_time: 17.0741577148
epoch time: 58.9147338867s, input_fired_time: 1.5486646891, output_fired_time: 0.0000000000, propagate_forward_time: 54.1679153442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1981544495
validation[          , genome 18351] predictions:    9900/  10000 (99.00%), best:    9922/10000 (99.22%), error:       308.15735, best error:       285.06747 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 750.3998413086s, input_fired_time: 13.3819417953, output_fired_time: 10.4066381454, propagate_forward_time: 269.5518798828, propagate_backward_time: 439.8637390137, weight_update_time: 1.3326535225, other_time: 17.1956481934
epoch time: 58.5900382996s, input_fired_time: 1.5118461847, output_fired_time: 0.0000000000, propagate_forward_time: 54.0192031860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0589904785
validation[          , genome 18351] predictions:    9917/  10000 (99.17%), best:    9922/10000 (99.22%), error:       297.68655, best error:       285.06747 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 750.2976074219s, input_fired_time: 13.3863410950, output_fired_time: 10.4352951050, propagate_forward_time: 269.3062438965, propagate_backward_time: 440.1845092773, weight_update_time: 1.3266454935, other_time: 16.9851989746
epoch time: 58.4191513062s, input_fired_time: 1.4983123541, output_fired_time: 0.0000000000, propagate_forward_time: 53.8595085144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0613288879
validation[          , genome 18351] predictions:    9921/  10000 (99.21%), best:    9922/10000 (99.22%), error:       285.19220, best error:       285.06747 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 750.7455444336s, input_fired_time: 13.4444475174, output_fired_time: 10.4210748672, propagate_forward_time: 270.2566528320, propagate_backward_time: 439.5723571777, weight_update_time: 1.3157887459, other_time: 17.0509948730
epoch time: 58.4896125793s, input_fired_time: 1.5361237526, output_fired_time: 0.0000000000, propagate_forward_time: 53.8458824158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1076049805
validation[          , genome 18351] predictions:    9917/  10000 (99.17%), best:    9922/10000 (99.22%), error:       292.59576, best error:       285.06747 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 749.8323974609s, input_fired_time: 13.3508863449, output_fired_time: 10.4383850098, propagate_forward_time: 269.2356262207, propagate_backward_time: 439.8812561035, weight_update_time: 1.3281333447, other_time: 16.9262084961
epoch time: 58.5225753784s, input_fired_time: 1.4954611063, output_fired_time: 0.0000000000, propagate_forward_time: 53.9487380981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0783767700
validation[          , genome 18351] predictions:    9919/  10000 (99.19%), best:    9919/10000 (99.19%), error:       281.60849, best error:       281.60849 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 749.4476318359s, input_fired_time: 13.3735151291, output_fired_time: 10.4066457748, propagate_forward_time: 269.3378295898, propagate_backward_time: 439.2968750000, weight_update_time: 1.3415917158, other_time: 17.0327758789
epoch time: 58.3674583435s, input_fired_time: 1.4978239536, output_fired_time: 0.0000000000, propagate_forward_time: 53.7843894958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0852432251
validation[          , genome 18351] predictions:    9911/  10000 (99.11%), best:    9919/10000 (99.19%), error:       331.08221, best error:       281.60849 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 751.5093994141s, input_fired_time: 13.3894224167, output_fired_time: 10.4234552383, propagate_forward_time: 269.8158569336, propagate_backward_time: 440.6826782227, weight_update_time: 1.3445177078, other_time: 17.1979980469
epoch time: 58.7280731201s, input_fired_time: 1.5212146044, output_fired_time: 0.0000000000, propagate_forward_time: 54.1433334351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0635261536
validation[          , genome 18351] predictions:    9899/  10000 (98.99%), best:    9919/10000 (99.19%), error:       332.07034, best error:       281.60849 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 751.1566772461s, input_fired_time: 13.4524154663, output_fired_time: 10.4590711594, propagate_forward_time: 270.2058410645, propagate_backward_time: 440.0411071777, weight_update_time: 1.3216998577, other_time: 16.9982910156
epoch time: 58.3610763550s, input_fired_time: 1.5076771975, output_fired_time: 0.0000000000, propagate_forward_time: 53.7839164734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0694808960
validation[          , genome 18351] predictions:    9928/  10000 (99.28%), best:    9928/10000 (99.28%), error:       273.03122, best error:       273.03122 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 750.1251220703s, input_fired_time: 13.3830375671, output_fired_time: 10.3703403473, propagate_forward_time: 269.5236511230, propagate_backward_time: 439.8729248047, weight_update_time: 1.3223513365, other_time: 16.9751281738
epoch time: 58.5092353821s, input_fired_time: 1.5292445421, output_fired_time: 0.0000000000, propagate_forward_time: 53.8241233826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1558685303
validation[          , genome 18351] predictions:    9921/  10000 (99.21%), best:    9928/10000 (99.28%), error:       278.86597, best error:       273.03122 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 750.7435913086s, input_fired_time: 13.3992328644, output_fired_time: 10.4364662170, propagate_forward_time: 269.4504699707, propagate_backward_time: 440.2333068848, weight_update_time: 1.3541887999, other_time: 17.2241210938
epoch time: 58.2538909912s, input_fired_time: 1.4913164377, output_fired_time: 0.0000000000, propagate_forward_time: 53.7513809204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0111923218
validation[          , genome 18351] predictions:    9918/  10000 (99.18%), best:    9928/10000 (99.28%), error:       296.13046, best error:       273.03122 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 751.2355346680s, input_fired_time: 13.3866462708, output_fired_time: 10.3817300797, propagate_forward_time: 269.9942016602, propagate_backward_time: 440.6078491211, weight_update_time: 1.3145146370, other_time: 16.8651123047
epoch time: 58.4138031006s, input_fired_time: 1.5013892651, output_fired_time: 0.0000000000, propagate_forward_time: 53.8764801025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0359344482
validation[          , genome 18351] predictions:    9921/  10000 (99.21%), best:    9928/10000 (99.28%), error:       290.64218, best error:       273.03122 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 750.5460205078s, input_fired_time: 13.3505687714, output_fired_time: 10.3963937759, propagate_forward_time: 269.2969360352, propagate_backward_time: 440.6795959473, weight_update_time: 1.3178862333, other_time: 16.8224792480
epoch time: 58.3899421692s, input_fired_time: 1.4974420071, output_fired_time: 0.0000000000, propagate_forward_time: 53.8180885315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0744132996
validation[          , genome 18351] predictions:    9917/  10000 (99.17%), best:    9928/10000 (99.28%), error:       293.10214, best error:       273.03122 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 750.5705566406s, input_fired_time: 13.4049453735, output_fired_time: 10.3894786835, propagate_forward_time: 269.7366333008, propagate_backward_time: 440.1101989746, weight_update_time: 1.3230959177, other_time: 16.9292907715
epoch time: 58.4964103699s, input_fired_time: 1.5230288506, output_fired_time: 0.0000000000, propagate_forward_time: 53.8587608337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1146202087
validation[          , genome 18351] predictions:    9914/  10000 (99.14%), best:    9928/10000 (99.28%), error:       301.83548, best error:       273.03122 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 750.1947631836s, input_fired_time: 13.3624467850, output_fired_time: 10.3967018127, propagate_forward_time: 269.3189392090, propagate_backward_time: 440.0708007812, weight_update_time: 1.3207082748, other_time: 17.0458679199
epoch time: 58.4908180237s, input_fired_time: 1.5273483992, output_fired_time: 0.0000000000, propagate_forward_time: 53.8637351990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0997352600
validation[          , genome 18351] predictions:    9921/  10000 (99.21%), best:    9928/10000 (99.28%), error:       275.87164, best error:       273.03122 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 749.6156005859s, input_fired_time: 13.3649148941, output_fired_time: 10.3647871017, propagate_forward_time: 269.4259948730, propagate_backward_time: 439.5221557617, weight_update_time: 1.3313611746, other_time: 16.9377136230
epoch time: 58.4202575684s, input_fired_time: 1.5080205202, output_fired_time: 0.0000000000, propagate_forward_time: 53.8108901978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1013450623
validation[          , genome 18351] predictions:    9923/  10000 (99.23%), best:    9928/10000 (99.28%), error:       285.59326, best error:       273.03122 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 750.2498168945s, input_fired_time: 13.3994932175, output_fired_time: 10.4511356354, propagate_forward_time: 269.5393676758, propagate_backward_time: 439.8985595703, weight_update_time: 1.3250750303, other_time: 16.9613037109
epoch time: 58.3817405701s, input_fired_time: 1.5175483227, output_fired_time: 0.0000000000, propagate_forward_time: 53.8198471069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0443458557
validation[          , genome 18351] predictions:    9921/  10000 (99.21%), best:    9928/10000 (99.28%), error:       280.86557, best error:       273.03122 on epoch:    92, 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: 292.6123962402s, input_fired_time: 7.5366988182, output_fired_time: 0.0000000000, propagate_forward_time: 269.8428649902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.2328186035
best training[          , genome 18351] predictions:   49999/  50000 (100.00%), best:    9928/10000 (99.28%), error:       166.05688, best error:       273.03122 on epoch:    92, 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: 59.7770156860s, input_fired_time: 1.5029209852, output_fired_time: 0.0000000000, propagate_forward_time: 54.3306007385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9434928894
   testing[          , genome 18351] predictions:    9901/  10000 (99.01%), best:    9928/10000 (99.28%), error:       304.80975, best error:       273.03122 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:22:01 (15811): called boinc_finish(0)

</stderr_txt>
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