Nameexact_genome_1512568488_41_3036_0
Workunit2586428
Created7 Dec 2017, 2:43:26 UTC
Sent7 Dec 2017, 2:48:23 UTC
Report deadline9 Dec 2017, 6:17:33 UTC
Received7 Dec 2017, 4:05:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 16 min 12 sec
CPU time1 hours 12 min 36 sec
Validate stateValid
Credit536.31
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.45 MB
Peak swap size156.07 MB
Peak disk usage1.52 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0415767506, output_fired_time: 0.0000000000, propagate_forward_time: 3.0222446918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999595642
validation[          , genome  3036] predictions:    9456/  10000 (94.56%), best:    9478/10000 (94.78%), error:      1890.37048, best error:      1833.47839 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 40.5635528564s, input_fired_time: 0.3315973282, output_fired_time: 0.3358443975, propagate_forward_time: 15.4624853134, propagate_backward_time: 22.1390609741, weight_update_time: 0.1302073449, other_time: 2.2945632935
epoch time: 3.4774408340s, input_fired_time: 0.0417017341, output_fired_time: 0.0000000000, propagate_forward_time: 3.0335099697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022290707
validation[          , genome  3036] predictions:    9487/  10000 (94.87%), best:    9487/10000 (94.87%), error:      1830.62573, best error:      1830.62573 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 39.9708061218s, input_fired_time: 0.3264003694, output_fired_time: 0.3366262317, propagate_forward_time: 15.2394008636, propagate_backward_time: 21.7842235565, weight_update_time: 0.1294671893, other_time: 2.2841529846
epoch time: 3.2899839878s, input_fired_time: 0.0407876745, output_fired_time: 0.0000000000, propagate_forward_time: 2.8571221828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920741081
validation[          , genome  3036] predictions:    9470/  10000 (94.70%), best:    9487/10000 (94.87%), error:      1869.87585, best error:      1830.62573 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.1541442871s, input_fired_time: 0.3278618753, output_fired_time: 0.3265391290, propagate_forward_time: 14.9085674286, propagate_backward_time: 21.3460121155, weight_update_time: 0.1259870678, other_time: 2.2451648712
epoch time: 3.4760854244s, input_fired_time: 0.0421163812, output_fired_time: 0.0000000000, propagate_forward_time: 3.0220212936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119477272
validation[          , genome  3036] predictions:    9466/  10000 (94.66%), best:    9487/10000 (94.87%), error:      1863.90674, best error:      1830.62573 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 39.1655578613s, input_fired_time: 0.3272636831, output_fired_time: 0.3295187354, propagate_forward_time: 14.8434324265, propagate_backward_time: 21.3622093201, weight_update_time: 0.1279211193, other_time: 2.3031349182
epoch time: 3.4761269093s, input_fired_time: 0.0425212160, output_fired_time: 0.0000000000, propagate_forward_time: 3.0223553181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112503529
validation[          , genome  3036] predictions:    9449/  10000 (94.49%), best:    9487/10000 (94.87%), error:      1915.89514, best error:      1830.62573 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 38.8355102539s, input_fired_time: 0.3238716722, output_fired_time: 0.3252972364, propagate_forward_time: 14.7806138992, propagate_backward_time: 21.1422843933, weight_update_time: 0.1259872764, other_time: 2.2634429932
epoch time: 3.3583812714s, input_fired_time: 0.0402980410, output_fired_time: 0.0000000000, propagate_forward_time: 2.9241054058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939778805
validation[          , genome  3036] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1807.73047, best error:      1807.73047 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 39.4561309814s, input_fired_time: 0.3268347383, output_fired_time: 0.3278584480, propagate_forward_time: 15.0734500885, propagate_backward_time: 21.4952335358, weight_update_time: 0.1285263300, other_time: 2.2327537537
epoch time: 3.4770214558s, input_fired_time: 0.0416781008, output_fired_time: 0.0000000000, propagate_forward_time: 3.0378587246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974845409
validation[          , genome  3036] predictions:    9494/  10000 (94.94%), best:    9494/10000 (94.94%), error:      1766.49866, best error:      1766.49866 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 39.6518211365s, input_fired_time: 0.3281562328, output_fired_time: 0.3304204643, propagate_forward_time: 15.1335763931, propagate_backward_time: 21.5928478241, weight_update_time: 0.1276854128, other_time: 2.2668209076
epoch time: 3.4603857994s, input_fired_time: 0.0421221666, output_fired_time: 0.0000000000, propagate_forward_time: 3.0204734802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977901936
validation[          , genome  3036] predictions:    9436/  10000 (94.36%), best:    9494/10000 (94.94%), error:      1989.88171, best error:      1766.49866 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 38.7901420593s, input_fired_time: 0.3234452903, output_fired_time: 0.3296580911, propagate_forward_time: 14.5548295975, propagate_backward_time: 21.2544460297, weight_update_time: 0.1278478056, other_time: 2.3277645111
epoch time: 3.4672083855s, input_fired_time: 0.0414183140, output_fired_time: 0.0000000000, propagate_forward_time: 3.0241808891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016091824
validation[          , genome  3036] predictions:    9486/  10000 (94.86%), best:    9494/10000 (94.94%), error:      1782.22375, best error:      1766.49866 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 38.5949592590s, input_fired_time: 0.3211464286, output_fired_time: 0.3222101033, propagate_forward_time: 14.7093782425, propagate_backward_time: 21.0066394806, weight_update_time: 0.1267401725, other_time: 2.2355861664
epoch time: 3.4167742729s, input_fired_time: 0.0411652438, output_fired_time: 0.0000000000, propagate_forward_time: 2.9720189571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035899639
validation[          , genome  3036] predictions:    9447/  10000 (94.47%), best:    9494/10000 (94.94%), error:      1888.46240, best error:      1766.49866 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 39.8671951294s, input_fired_time: 0.3289596438, output_fired_time: 0.3343644738, propagate_forward_time: 15.1377573013, propagate_backward_time: 21.7621402740, weight_update_time: 0.1311924309, other_time: 2.3039722443
epoch time: 3.4700398445s, input_fired_time: 0.0411594585, output_fired_time: 0.0000000000, propagate_forward_time: 3.0289833546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998970985
validation[          , genome  3036] predictions:    9497/  10000 (94.97%), best:    9494/10000 (94.94%), error:      1790.76172, best error:      1766.49866 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 39.5547447205s, input_fired_time: 0.3278752565, output_fired_time: 0.3283607364, propagate_forward_time: 15.1075305939, propagate_backward_time: 21.5382614136, weight_update_time: 0.1294163167, other_time: 2.2527141571
epoch time: 3.5871400833s, input_fired_time: 0.0436544456, output_fired_time: 0.0000000000, propagate_forward_time: 3.1353037357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081819057
validation[          , genome  3036] predictions:    9473/  10000 (94.73%), best:    9494/10000 (94.94%), error:      1898.46460, best error:      1766.49866 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 40.0813522339s, input_fired_time: 0.3322793543, output_fired_time: 0.3358061612, propagate_forward_time: 15.2496366501, propagate_backward_time: 21.8521652222, weight_update_time: 0.1318783611, other_time: 2.3114624023
epoch time: 3.4526352882s, input_fired_time: 0.0429648533, output_fired_time: 0.0000000000, propagate_forward_time: 3.0060846806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035856724
validation[          , genome  3036] predictions:    9484/  10000 (94.84%), best:    9494/10000 (94.94%), error:      1782.47168, best error:      1766.49866 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.0824165344s, input_fired_time: 0.3265622854, output_fired_time: 0.3276180923, propagate_forward_time: 14.8614807129, propagate_backward_time: 21.3231201172, weight_update_time: 0.1284137666, other_time: 2.2436370850
epoch time: 3.4222400188s, input_fired_time: 0.0421775505, output_fired_time: 0.0000000000, propagate_forward_time: 2.9827790260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972835541
validation[          , genome  3036] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1756.38245, best error:      1756.38245 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.6579322815s, input_fired_time: 0.3298566341, output_fired_time: 0.3309828639, propagate_forward_time: 15.1388158798, propagate_backward_time: 21.5455131531, weight_update_time: 0.1281996071, other_time: 2.3127632141
epoch time: 3.3171455860s, input_fired_time: 0.0410665944, output_fired_time: 0.0000000000, propagate_forward_time: 2.8755893707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004895687
validation[          , genome  3036] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1732.54272, best error:      1732.54272 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 40.2360420227s, input_fired_time: 0.3301367760, output_fired_time: 0.3340422511, propagate_forward_time: 15.3389358521, propagate_backward_time: 21.9679794312, weight_update_time: 0.1279233843, other_time: 2.2649497986
epoch time: 3.1305348873s, input_fired_time: 0.0395392925, output_fired_time: 0.0000000000, propagate_forward_time: 2.6874904633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035050869
validation[          , genome  3036] predictions:    9482/  10000 (94.82%), best:    9489/10000 (94.89%), error:      1789.47656, best error:      1732.54272 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.5347099304s, input_fired_time: 0.3301786184, output_fired_time: 0.3322164714, propagate_forward_time: 15.0988655090, propagate_backward_time: 21.5159454346, weight_update_time: 0.1277760416, other_time: 2.2575035095
epoch time: 3.5174427032s, input_fired_time: 0.0419864804, output_fired_time: 0.0000000000, propagate_forward_time: 3.0658524036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096038342
validation[          , genome  3036] predictions:    9456/  10000 (94.56%), best:    9489/10000 (94.89%), error:      1860.06909, best error:      1732.54272 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 39.7387123108s, input_fired_time: 0.3296721876, output_fired_time: 0.3323456645, propagate_forward_time: 15.1922416687, propagate_backward_time: 21.6156291962, weight_update_time: 0.1291284263, other_time: 2.2688236237
epoch time: 3.4500415325s, input_fired_time: 0.0421909057, output_fired_time: 0.0000000000, propagate_forward_time: 3.0032036304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046471119
validation[          , genome  3036] predictions:    9485/  10000 (94.85%), best:    9489/10000 (94.89%), error:      1769.22021, best error:      1732.54272 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 39.4203910828s, input_fired_time: 0.3305695057, output_fired_time: 0.3278987408, propagate_forward_time: 15.0592956543, propagate_backward_time: 21.3963813782, weight_update_time: 0.1280522794, other_time: 2.3062438965
epoch time: 3.4461150169s, input_fired_time: 0.0436852202, output_fired_time: 0.0000000000, propagate_forward_time: 2.9950308800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073989391
validation[          , genome  3036] predictions:    9477/  10000 (94.77%), best:    9489/10000 (94.89%), error:      1796.52136, best error:      1732.54272 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 40.1195144653s, input_fired_time: 0.3353199065, output_fired_time: 0.3356629312, propagate_forward_time: 15.3030586243, propagate_backward_time: 21.8554134369, weight_update_time: 0.1307447404, other_time: 2.2900600433
epoch time: 3.4523806572s, input_fired_time: 0.0419119634, output_fired_time: 0.0000000000, propagate_forward_time: 3.0070881844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033803940
validation[          , genome  3036] predictions:    9519/  10000 (95.19%), best:    9489/10000 (94.89%), error:      1745.44617, best error:      1732.54272 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 39.7552223206s, input_fired_time: 0.3367013931, output_fired_time: 0.3321675062, propagate_forward_time: 15.1272783279, propagate_backward_time: 21.6413612366, weight_update_time: 0.1295207441, other_time: 2.3177146912
epoch time: 3.1704444885s, input_fired_time: 0.0402975604, output_fired_time: 0.0000000000, propagate_forward_time: 2.7171120644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130349159
validation[          , genome  3036] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1729.37598, best error:      1729.37598 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 39.6873016357s, input_fired_time: 0.3320856690, output_fired_time: 0.3312911987, propagate_forward_time: 15.1208543777, propagate_backward_time: 21.6322135925, weight_update_time: 0.1274590939, other_time: 2.2708587646
epoch time: 3.4472627640s, input_fired_time: 0.0424131863, output_fired_time: 0.0000000000, propagate_forward_time: 3.0062172413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986322880
validation[          , genome  3036] predictions:    9503/  10000 (95.03%), best:    9473/10000 (94.73%), error:      1743.83301, best error:      1729.37598 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 39.4724769592s, input_fired_time: 0.3313156366, output_fired_time: 0.3340745866, propagate_forward_time: 14.9775152206, propagate_backward_time: 21.5613689423, weight_update_time: 0.1286110431, other_time: 2.2682018280
epoch time: 3.4565477371s, input_fired_time: 0.0422364511, output_fired_time: 0.0000000000, propagate_forward_time: 3.0097694397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045417309
validation[          , genome  3036] predictions:    9503/  10000 (95.03%), best:    9473/10000 (94.73%), error:      1747.15112, best error:      1729.37598 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.6724166870s, input_fired_time: 0.3305540085, output_fired_time: 0.3339141011, propagate_forward_time: 15.1097278595, propagate_backward_time: 21.6379814148, weight_update_time: 0.1283223331, other_time: 2.2602367401
epoch time: 3.5059030056s, input_fired_time: 0.0430041626, output_fired_time: 0.0000000000, propagate_forward_time: 3.0560877323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068109989
validation[          , genome  3036] predictions:    9468/  10000 (94.68%), best:    9473/10000 (94.73%), error:      1842.89319, best error:      1729.37598 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 39.6144142151s, input_fired_time: 0.3325394988, output_fired_time: 0.3309541345, propagate_forward_time: 15.0759077072, propagate_backward_time: 21.5830745697, weight_update_time: 0.1294515580, other_time: 2.2919368744
epoch time: 3.5141308308s, input_fired_time: 0.0415691808, output_fired_time: 0.0000000000, propagate_forward_time: 3.0739223957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986392021
validation[          , genome  3036] predictions:    9484/  10000 (94.84%), best:    9473/10000 (94.73%), error:      1775.84485, best error:      1729.37598 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 38.0425910950s, input_fired_time: 0.3204045892, output_fired_time: 0.3225992322, propagate_forward_time: 14.3575315475, propagate_backward_time: 20.7899284363, weight_update_time: 0.1255661696, other_time: 2.2521286011
epoch time: 3.4667005539s, input_fired_time: 0.0431714989, output_fired_time: 0.0000000000, propagate_forward_time: 3.0217077732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018213749
validation[          , genome  3036] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1706.92908, best error:      1706.92908 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 39.5023345947s, input_fired_time: 0.3312741220, output_fired_time: 0.3291922212, propagate_forward_time: 15.1184158325, propagate_backward_time: 21.4476337433, weight_update_time: 0.1289334148, other_time: 2.2758159637
epoch time: 3.5533742905s, input_fired_time: 0.0431800075, output_fired_time: 0.0000000000, propagate_forward_time: 3.0997073650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104869366
validation[          , genome  3036] predictions:    9465/  10000 (94.65%), best:    9514/10000 (95.14%), error:      1795.53003, best error:      1706.92908 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.9012107849s, input_fired_time: 0.3336251080, output_fired_time: 0.3339179456, propagate_forward_time: 15.2256889343, propagate_backward_time: 21.7199649811, weight_update_time: 0.1284870356, other_time: 2.2880115509
epoch time: 3.2849440575s, input_fired_time: 0.0428921171, output_fired_time: 0.0000000000, propagate_forward_time: 2.8307354450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113163948
validation[          , genome  3036] predictions:    9493/  10000 (94.93%), best:    9514/10000 (95.14%), error:      1792.92285, best error:      1706.92908 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 39.2998123169s, input_fired_time: 0.3324687481, output_fired_time: 0.3293973505, propagate_forward_time: 14.9632024765, propagate_backward_time: 21.3895816803, weight_update_time: 0.1271153986, other_time: 2.2851581573
epoch time: 3.5884613991s, input_fired_time: 0.0431536697, output_fired_time: 0.0000000000, propagate_forward_time: 3.1327898502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125177860
validation[          , genome  3036] predictions:    9516/  10000 (95.16%), best:    9516/10000 (95.16%), error:      1675.94836, best error:      1675.94836 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 39.2213020325s, input_fired_time: 0.3284927607, output_fired_time: 0.3298317194, propagate_forward_time: 14.8264369965, propagate_backward_time: 21.3643817902, weight_update_time: 0.1288454086, other_time: 2.3721618652
epoch time: 3.4898598194s, input_fired_time: 0.0429965593, output_fired_time: 0.0000000000, propagate_forward_time: 3.0438139439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030492306
validation[          , genome  3036] predictions:    9458/  10000 (94.58%), best:    9516/10000 (95.16%), error:      1839.14258, best error:      1675.94836 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 38.7965164185s, input_fired_time: 0.3272410929, output_fired_time: 0.3296177983, propagate_forward_time: 14.6046600342, propagate_backward_time: 21.1990642548, weight_update_time: 0.1264753938, other_time: 2.3359355927
epoch time: 3.5093500614s, input_fired_time: 0.0431715101, output_fired_time: 0.0000000000, propagate_forward_time: 3.0605974197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055812359
validation[          , genome  3036] predictions:    9510/  10000 (95.10%), best:    9516/10000 (95.16%), error:      1743.94824, best error:      1675.94836 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 38.6306037903s, input_fired_time: 0.3245221972, output_fired_time: 0.3217185736, propagate_forward_time: 14.7292337418, propagate_backward_time: 21.0415897369, weight_update_time: 0.1250328720, other_time: 2.2135372162
epoch time: 3.4389421940s, input_fired_time: 0.0426296666, output_fired_time: 0.0000000000, propagate_forward_time: 2.9946556091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016568661
validation[          , genome  3036] predictions:    9504/  10000 (95.04%), best:    9516/10000 (95.16%), error:      1794.70862, best error:      1675.94836 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 38.6709518433s, input_fired_time: 0.3261407912, output_fired_time: 0.3258191347, propagate_forward_time: 14.7022981644, propagate_backward_time: 21.1003189087, weight_update_time: 0.1253925711, other_time: 2.2163734436
epoch time: 3.5099308491s, input_fired_time: 0.0424502306, output_fired_time: 0.0000000000, propagate_forward_time: 3.0567057133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107749462
validation[          , genome  3036] predictions:    9503/  10000 (95.03%), best:    9516/10000 (95.16%), error:      1702.77307, best error:      1675.94836 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 40.1182975769s, input_fired_time: 0.3339318037, output_fired_time: 0.3362058401, propagate_forward_time: 15.2864704132, propagate_backward_time: 21.8758850098, weight_update_time: 0.1290047914, other_time: 2.2858066559
epoch time: 3.7136271000s, input_fired_time: 0.0464846306, output_fired_time: 0.0000000000, propagate_forward_time: 3.2457022667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214401245
validation[          , genome  3036] predictions:    9511/  10000 (95.11%), best:    9516/10000 (95.16%), error:      1676.38171, best error:      1675.94836 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 39.5351295471s, input_fired_time: 0.3334437907, output_fired_time: 0.3313395977, propagate_forward_time: 14.9737386703, propagate_backward_time: 21.5946617126, weight_update_time: 0.1285584420, other_time: 2.3019447327
epoch time: 3.4677422047s, input_fired_time: 0.0425359830, output_fired_time: 0.0000000000, propagate_forward_time: 3.0230271816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021790028
validation[          , genome  3036] predictions:    9519/  10000 (95.19%), best:    9516/10000 (95.16%), error:      1683.08667, best error:      1675.94836 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 39.8355827332s, input_fired_time: 0.3310120106, output_fired_time: 0.3316219449, propagate_forward_time: 15.2085599899, propagate_backward_time: 21.7285861969, weight_update_time: 0.1270962656, other_time: 2.2357997894
epoch time: 3.5264227390s, input_fired_time: 0.0429492332, output_fired_time: 0.0000000000, propagate_forward_time: 3.0664019585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170715809
validation[          , genome  3036] predictions:    9463/  10000 (94.63%), best:    9516/10000 (95.16%), error:      1832.21875, best error:      1675.94836 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 39.7494773865s, input_fired_time: 0.3331218362, output_fired_time: 0.3297291398, propagate_forward_time: 15.1777267456, propagate_backward_time: 21.6391143799, weight_update_time: 0.1287673712, other_time: 2.2697830200
epoch time: 3.3607652187s, input_fired_time: 0.0412683524, output_fired_time: 0.0000000000, propagate_forward_time: 2.9224042892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970925808
validation[          , genome  3036] predictions:    9506/  10000 (95.06%), best:    9516/10000 (95.16%), error:      1742.07813, best error:      1675.94836 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.2386131287s, input_fired_time: 0.3317840397, output_fired_time: 0.3286672235, propagate_forward_time: 14.9425430298, propagate_backward_time: 21.3751201630, weight_update_time: 0.1284543574, other_time: 2.2604999542
epoch time: 3.4457535744s, input_fired_time: 0.0423302092, output_fired_time: 0.0000000000, propagate_forward_time: 3.0040309429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993923664
validation[          , genome  3036] predictions:    9476/  10000 (94.76%), best:    9516/10000 (95.16%), error:      1798.34668, best error:      1675.94836 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 39.5791893005s, input_fired_time: 0.3341024518, output_fired_time: 0.3300696611, propagate_forward_time: 15.1000480652, propagate_backward_time: 21.5212039948, weight_update_time: 0.1278523654, other_time: 2.2937641144
epoch time: 3.3973715305s, input_fired_time: 0.0421275534, output_fired_time: 0.0000000000, propagate_forward_time: 2.9560916424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991522789
validation[          , genome  3036] predictions:    9511/  10000 (95.11%), best:    9516/10000 (95.16%), error:      1696.88953, best error:      1675.94836 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 39.5303268433s, input_fired_time: 0.3311105072, output_fired_time: 0.3261421323, propagate_forward_time: 15.0564775467, propagate_backward_time: 21.5223464966, weight_update_time: 0.1291717589, other_time: 2.2942504883
epoch time: 3.4640488625s, input_fired_time: 0.0435990989, output_fired_time: 0.0000000000, propagate_forward_time: 3.0135385990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069111347
validation[          , genome  3036] predictions:    9456/  10000 (94.56%), best:    9516/10000 (95.16%), error:      1849.21631, best error:      1675.94836 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 39.9300460815s, input_fired_time: 0.3322297633, output_fired_time: 0.3323464394, propagate_forward_time: 15.2338008881, propagate_backward_time: 21.7787799835, weight_update_time: 0.1290399879, other_time: 2.2528877258
epoch time: 3.4283401966s, input_fired_time: 0.0436343737, output_fired_time: 0.0000000000, propagate_forward_time: 2.9834675789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012382030
validation[          , genome  3036] predictions:    9515/  10000 (95.15%), best:    9516/10000 (95.16%), error:      1711.50647, best error:      1675.94836 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 39.8397521973s, input_fired_time: 0.3342218101, output_fired_time: 0.3310095668, propagate_forward_time: 15.2273206711, propagate_backward_time: 21.6827163696, weight_update_time: 0.1292311102, other_time: 2.2644844055
epoch time: 3.5283792019s, input_fired_time: 0.0425783508, output_fired_time: 0.0000000000, propagate_forward_time: 3.0812065601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045941830
validation[          , genome  3036] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1660.94653, best error:      1660.94653 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 40.0969352722s, input_fired_time: 0.3354184330, output_fired_time: 0.3352898955, propagate_forward_time: 15.2728967667, propagate_backward_time: 21.8612995148, weight_update_time: 0.1303152591, other_time: 2.2920322418
epoch time: 3.4336130619s, input_fired_time: 0.0431715064, output_fired_time: 0.0000000000, propagate_forward_time: 2.9865255356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039161205
validation[          , genome  3036] predictions:    9490/  10000 (94.90%), best:    9530/10000 (95.30%), error:      1755.96509, best error:      1660.94653 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 38.4623603821s, input_fired_time: 0.3301683664, output_fired_time: 0.3271784186, propagate_forward_time: 14.4942531586, propagate_backward_time: 21.0491085052, weight_update_time: 0.1256804764, other_time: 2.2616500854
epoch time: 3.0963675976s, input_fired_time: 0.0402841754, output_fired_time: 0.0000000000, propagate_forward_time: 2.6153190136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407644272
validation[          , genome  3036] predictions:    9507/  10000 (95.07%), best:    9530/10000 (95.30%), error:      1700.10278, best error:      1660.94653 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 38.9456787109s, input_fired_time: 0.3299529850, output_fired_time: 0.3265550137, propagate_forward_time: 14.7014112473, propagate_backward_time: 21.2828121185, weight_update_time: 0.1281232834, other_time: 2.3049488068
epoch time: 3.2056860924s, input_fired_time: 0.0419003852, output_fired_time: 0.0000000000, propagate_forward_time: 2.7351438999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286417961
validation[          , genome  3036] predictions:    9523/  10000 (95.23%), best:    9530/10000 (95.30%), error:      1680.43262, best error:      1660.94653 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 39.7344360352s, input_fired_time: 0.3340340257, output_fired_time: 0.3331239223, propagate_forward_time: 15.1117162704, propagate_backward_time: 21.6674079895, weight_update_time: 0.1285111755, other_time: 2.2881546021
epoch time: 3.5226802826s, input_fired_time: 0.0427595600, output_fired_time: 0.0000000000, propagate_forward_time: 3.0822720528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976485729
validation[          , genome  3036] predictions:    9519/  10000 (95.19%), best:    9530/10000 (95.30%), error:      1693.74048, best error:      1660.94653 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 39.6866455078s, input_fired_time: 0.3366576433, output_fired_time: 0.3361917138, propagate_forward_time: 15.1247167587, propagate_backward_time: 21.6246147156, weight_update_time: 0.1302268952, other_time: 2.2644615173
epoch time: 3.5150396824s, input_fired_time: 0.0425060205, output_fired_time: 0.0000000000, propagate_forward_time: 3.0699374676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025962353
validation[          , genome  3036] predictions:    9522/  10000 (95.22%), best:    9530/10000 (95.30%), error:      1668.42090, best error:      1660.94653 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 39.0138282776s, input_fired_time: 0.3291781843, output_fired_time: 0.3259160221, propagate_forward_time: 14.7540044785, propagate_backward_time: 21.2963771820, weight_update_time: 0.1290064603, other_time: 2.3083515167
epoch time: 3.3501710892s, input_fired_time: 0.0420373715, output_fired_time: 0.0000000000, propagate_forward_time: 2.9189136028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892199993
validation[          , genome  3036] predictions:    9486/  10000 (94.86%), best:    9530/10000 (95.30%), error:      1824.79456, best error:      1660.94653 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.6868438721s, input_fired_time: 0.3372467458, output_fired_time: 0.3307759166, propagate_forward_time: 15.0838079453, propagate_backward_time: 21.6474018097, weight_update_time: 0.1322629750, other_time: 2.2876110077
epoch time: 3.4810948372s, input_fired_time: 0.0434272699, output_fired_time: 0.0000000000, propagate_forward_time: 3.0345575809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031100273
validation[          , genome  3036] predictions:    9504/  10000 (95.04%), best:    9530/10000 (95.30%), error:      1709.77319, best error:      1660.94653 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 39.7090911865s, input_fired_time: 0.3354769349, output_fired_time: 0.3312498629, propagate_forward_time: 15.1422548294, propagate_backward_time: 21.6571102142, weight_update_time: 0.1268013120, other_time: 2.2430019379
epoch time: 3.4375765324s, input_fired_time: 0.0430251099, output_fired_time: 0.0000000000, propagate_forward_time: 2.9885900021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059615135
validation[          , genome  3036] predictions:    9485/  10000 (94.85%), best:    9530/10000 (95.30%), error:      1792.88159, best error:      1660.94653 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 39.9719810486s, input_fired_time: 0.3349657953, output_fired_time: 0.3338228464, propagate_forward_time: 15.2234773636, propagate_backward_time: 21.7840175629, weight_update_time: 0.1298345327, other_time: 2.2956981659
epoch time: 3.3384106159s, input_fired_time: 0.0424421988, output_fired_time: 0.0000000000, propagate_forward_time: 2.9053807259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905878067
validation[          , genome  3036] predictions:    9496/  10000 (94.96%), best:    9530/10000 (95.30%), error:      1761.01904, best error:      1660.94653 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.7815246582s, input_fired_time: 0.3245173395, output_fired_time: 0.3170486987, propagate_forward_time: 14.3907108307, propagate_backward_time: 20.5752563477, weight_update_time: 0.1211975217, other_time: 2.1739940643
epoch time: 3.5586667061s, input_fired_time: 0.0448555350, output_fired_time: 0.0000000000, propagate_forward_time: 3.1035151482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102959633
validation[          , genome  3036] predictions:    9472/  10000 (94.72%), best:    9530/10000 (95.30%), error:      1765.07837, best error:      1660.94653 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 38.9618606567s, input_fired_time: 0.3302124739, output_fired_time: 0.3280244470, propagate_forward_time: 14.7690668106, propagate_backward_time: 21.2709312439, weight_update_time: 0.1274947673, other_time: 2.2636260986
epoch time: 3.4351930618s, input_fired_time: 0.0423377752, output_fired_time: 0.0000000000, propagate_forward_time: 2.9897081852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031469822
validation[          , genome  3036] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1655.55396, best error:      1655.55396 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 39.5006141663s, input_fired_time: 0.3317777812, output_fired_time: 0.3282330334, propagate_forward_time: 15.0964937210, propagate_backward_time: 21.5109882355, weight_update_time: 0.1267365664, other_time: 2.2331218719
epoch time: 3.4318697453s, input_fired_time: 0.0420797691, output_fired_time: 0.0000000000, propagate_forward_time: 2.9887409210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010491371
validation[          , genome  3036] predictions:    9528/  10000 (95.28%), best:    9527/10000 (95.27%), error:      1701.51538, best error:      1655.55396 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 39.4485015869s, input_fired_time: 0.3326156437, output_fired_time: 0.3297573328, propagate_forward_time: 15.0201816559, propagate_backward_time: 21.5021858215, weight_update_time: 0.1274965405, other_time: 2.2637615204
epoch time: 3.0963003635s, input_fired_time: 0.0410072319, output_fired_time: 0.0000000000, propagate_forward_time: 2.6129131317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423799515
validation[          , genome  3036] predictions:    9521/  10000 (95.21%), best:    9527/10000 (95.27%), error:      1663.71436, best error:      1655.55396 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.8387947083s, input_fired_time: 0.3378243446, output_fired_time: 0.3323553503, propagate_forward_time: 15.2268285751, propagate_backward_time: 21.6366558075, weight_update_time: 0.1312186122, other_time: 2.3051280975
epoch time: 3.5025775433s, input_fired_time: 0.0436651446, output_fired_time: 0.0000000000, propagate_forward_time: 3.0541214943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047908783
validation[          , genome  3036] predictions:    9544/  10000 (95.44%), best:    9527/10000 (95.27%), error:      1669.27441, best error:      1655.55396 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 39.6540336609s, input_fired_time: 0.3341536224, output_fired_time: 0.3324026465, propagate_forward_time: 15.0955820084, propagate_backward_time: 21.6102333069, weight_update_time: 0.1296979636, other_time: 2.2816658020
epoch time: 3.4418804646s, input_fired_time: 0.0429777838, output_fired_time: 0.0000000000, propagate_forward_time: 2.9998126030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990900517
validation[          , genome  3036] predictions:    9512/  10000 (95.12%), best:    9527/10000 (95.27%), error:      1684.35571, best error:      1655.55396 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.4833106995s, input_fired_time: 0.3353309035, output_fired_time: 0.3293035626, propagate_forward_time: 15.0316915512, propagate_backward_time: 21.4777717590, weight_update_time: 0.1275984198, other_time: 2.3092117310
epoch time: 3.5527637005s, input_fired_time: 0.0449229367, output_fired_time: 0.0000000000, propagate_forward_time: 3.1014583111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063825607
validation[          , genome  3036] predictions:    9440/  10000 (94.40%), best:    9527/10000 (95.27%), error:      1938.74622, best error:      1655.55396 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 39.6394538879s, input_fired_time: 0.3352341056, output_fired_time: 0.3316093087, propagate_forward_time: 15.1077194214, propagate_backward_time: 21.6121025085, weight_update_time: 0.1276384890, other_time: 2.2527885437
epoch time: 3.5020112991s, input_fired_time: 0.0432228558, output_fired_time: 0.0000000000, propagate_forward_time: 3.0542306900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045577049
validation[          , genome  3036] predictions:    9483/  10000 (94.83%), best:    9527/10000 (95.27%), error:      1801.03699, best error:      1655.55396 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 38.5884017944s, input_fired_time: 0.3329274058, output_fired_time: 0.3258042932, propagate_forward_time: 14.5857324600, propagate_backward_time: 21.0483856201, weight_update_time: 0.1262602508, other_time: 2.2955513000
epoch time: 3.4573969841s, input_fired_time: 0.0430947617, output_fired_time: 0.0000000000, propagate_forward_time: 3.0035247803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107773304
validation[          , genome  3036] predictions:    9500/  10000 (95.00%), best:    9527/10000 (95.27%), error:      1791.91028, best error:      1655.55396 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 39.2968711853s, input_fired_time: 0.3365828693, output_fired_time: 0.3271319568, propagate_forward_time: 15.0024366379, propagate_backward_time: 21.3517475128, weight_update_time: 0.1316252053, other_time: 2.2789707184
epoch time: 3.4890170097s, input_fired_time: 0.0440476760, output_fired_time: 0.0000000000, propagate_forward_time: 3.0446147919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003546238
validation[          , genome  3036] predictions:    9517/  10000 (95.17%), best:    9527/10000 (95.27%), error:      1691.41138, best error:      1655.55396 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 39.8992729187s, input_fired_time: 0.3376756907, output_fired_time: 0.3326580822, propagate_forward_time: 15.2576475143, propagate_backward_time: 21.7084255219, weight_update_time: 0.1286321282, other_time: 2.2628650665
epoch time: 3.5763733387s, input_fired_time: 0.0459214002, output_fired_time: 0.0000000000, propagate_forward_time: 3.1165854931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138665199
validation[          , genome  3036] predictions:    9526/  10000 (95.26%), best:    9527/10000 (95.27%), error:      1668.10889, best error:      1655.55396 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 38.9063186646s, input_fired_time: 0.3347050548, output_fired_time: 0.3288182020, propagate_forward_time: 14.7059698105, propagate_backward_time: 21.2548828125, weight_update_time: 0.1259558499, other_time: 2.2819404602
epoch time: 3.4693980217s, input_fired_time: 0.0434629507, output_fired_time: 0.0000000000, propagate_forward_time: 3.0203690529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055659771
validation[          , genome  3036] predictions:    9510/  10000 (95.10%), best:    9527/10000 (95.27%), error:      1703.14514, best error:      1655.55396 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 39.8291778564s, input_fired_time: 0.3399721384, output_fired_time: 0.3313156664, propagate_forward_time: 15.1541671753, propagate_backward_time: 21.7140235901, weight_update_time: 0.1282799095, other_time: 2.2896995544
epoch time: 3.5429956913s, input_fired_time: 0.0445502400, output_fired_time: 0.0000000000, propagate_forward_time: 3.0919942856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064512253
validation[          , genome  3036] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1653.83655, best error:      1653.83655 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 39.8021202087s, input_fired_time: 0.3371584415, output_fired_time: 0.3295376301, propagate_forward_time: 15.1527070999, propagate_backward_time: 21.6862335205, weight_update_time: 0.1281242222, other_time: 2.2964859009
epoch time: 3.5004873276s, input_fired_time: 0.0438611023, output_fired_time: 0.0000000000, propagate_forward_time: 3.0509438515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056823254
validation[          , genome  3036] predictions:    9516/  10000 (95.16%), best:    9527/10000 (95.27%), error:      1674.07898, best error:      1653.83655 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 39.7338600159s, input_fired_time: 0.3413654566, output_fired_time: 0.3309359252, propagate_forward_time: 15.1568212509, propagate_backward_time: 21.6285533905, weight_update_time: 0.1288623959, other_time: 2.2761821747
epoch time: 3.5208415985s, input_fired_time: 0.0430934094, output_fired_time: 0.0000000000, propagate_forward_time: 3.0807428360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970053196
validation[          , genome  3036] predictions:    9518/  10000 (95.18%), best:    9527/10000 (95.27%), error:      1675.38379, best error:      1653.83655 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 40.2183113098s, input_fired_time: 0.3388275504, output_fired_time: 0.3375381529, propagate_forward_time: 15.3310260773, propagate_backward_time: 21.9686203003, weight_update_time: 0.1296239495, other_time: 2.2422962189
epoch time: 3.5962390900s, input_fired_time: 0.0445681177, output_fired_time: 0.0000000000, propagate_forward_time: 3.1398825645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117884636
validation[          , genome  3036] predictions:    9457/  10000 (94.57%), best:    9527/10000 (95.27%), error:      1856.99927, best error:      1653.83655 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 39.8439102173s, input_fired_time: 0.3359323442, output_fired_time: 0.3316330016, propagate_forward_time: 15.1927175522, propagate_backward_time: 21.7013263702, weight_update_time: 0.1287182420, other_time: 2.2822971344
epoch time: 3.4959592819s, input_fired_time: 0.0448466167, output_fired_time: 0.0000000000, propagate_forward_time: 3.0495426655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015700817
validation[          , genome  3036] predictions:    9521/  10000 (95.21%), best:    9527/10000 (95.27%), error:      1732.56555, best error:      1653.83655 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 39.4265975952s, input_fired_time: 0.3359910250, output_fired_time: 0.3299500346, propagate_forward_time: 15.0899934769, propagate_backward_time: 21.4185447693, weight_update_time: 0.1287726611, other_time: 2.2521209717
epoch time: 3.4928689003s, input_fired_time: 0.0436928272, output_fired_time: 0.0000000000, propagate_forward_time: 3.0389473438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102287292
validation[          , genome  3036] predictions:    9507/  10000 (95.07%), best:    9527/10000 (95.27%), error:      1692.35229, best error:      1653.83655 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 38.8696441650s, input_fired_time: 0.3370124698, output_fired_time: 0.3294046521, propagate_forward_time: 14.7411327362, propagate_backward_time: 21.1738510132, weight_update_time: 0.1279406399, other_time: 2.2882442474
epoch time: 3.5038242340s, input_fired_time: 0.0440891720, output_fired_time: 0.0000000000, propagate_forward_time: 3.0614895821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982455730
validation[          , genome  3036] predictions:    9525/  10000 (95.25%), best:    9527/10000 (95.27%), error:      1671.12402, best error:      1653.83655 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 38.9575767517s, input_fired_time: 0.3335848749, output_fired_time: 0.3291976154, propagate_forward_time: 14.7277164459, propagate_backward_time: 21.2931442261, weight_update_time: 0.1264870614, other_time: 2.2739353180
epoch time: 3.1352968216s, input_fired_time: 0.0403841697, output_fired_time: 0.0000000000, propagate_forward_time: 2.7131147385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817980289
validation[          , genome  3036] predictions:    9493/  10000 (94.93%), best:    9527/10000 (95.27%), error:      1777.49048, best error:      1653.83655 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 38.8106079102s, input_fired_time: 0.3344210088, output_fired_time: 0.3268962204, propagate_forward_time: 14.5747194290, propagate_backward_time: 21.2088794708, weight_update_time: 0.1267945021, other_time: 2.3656940460
epoch time: 3.3470711708s, input_fired_time: 0.0423721299, output_fired_time: 0.0000000000, propagate_forward_time: 2.9129178524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917810917
validation[          , genome  3036] predictions:    9482/  10000 (94.82%), best:    9527/10000 (95.27%), error:      1726.21045, best error:      1653.83655 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 38.1344528198s, input_fired_time: 0.3275193274, output_fired_time: 0.3236397803, propagate_forward_time: 14.2525978088, propagate_backward_time: 20.9116821289, weight_update_time: 0.1266398728, other_time: 2.3190155029
epoch time: 3.6012237072s, input_fired_time: 0.0449894406, output_fired_time: 0.0000000000, propagate_forward_time: 3.1487500668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074842930
validation[          , genome  3036] predictions:    9482/  10000 (94.82%), best:    9527/10000 (95.27%), error:      1803.02100, best error:      1653.83655 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 40.1356124878s, input_fired_time: 0.3404071331, output_fired_time: 0.3345877528, propagate_forward_time: 15.3093891144, propagate_backward_time: 21.8968944550, weight_update_time: 0.1300590187, other_time: 2.2543334961
epoch time: 3.5131983757s, input_fired_time: 0.0438160151, output_fired_time: 0.0000000000, propagate_forward_time: 3.0592777729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101045132
validation[          , genome  3036] predictions:    9510/  10000 (95.10%), best:    9527/10000 (95.27%), error:      1710.08606, best error:      1653.83655 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.0372314453s, input_fired_time: 0.3423096836, output_fired_time: 0.3362115622, propagate_forward_time: 15.2622318268, propagate_backward_time: 21.7659492493, weight_update_time: 0.1310154945, other_time: 2.3305301666
epoch time: 3.5409059525s, input_fired_time: 0.0441226512, output_fired_time: 0.0000000000, propagate_forward_time: 3.0888535976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079296589
validation[          , genome  3036] predictions:    9470/  10000 (94.70%), best:    9527/10000 (95.27%), error:      1787.43628, best error:      1653.83655 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 39.5862808228s, input_fired_time: 0.3361081481, output_fired_time: 0.3300791979, propagate_forward_time: 15.0665702820, propagate_backward_time: 21.5704650879, weight_update_time: 0.1289052814, other_time: 2.2830581665
epoch time: 3.7101333141s, input_fired_time: 0.0457196347, output_fired_time: 0.0000000000, propagate_forward_time: 3.2423706055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220430851
validation[          , genome  3036] predictions:    9499/  10000 (94.99%), best:    9527/10000 (95.27%), error:      1754.60925, best error:      1653.83655 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.0743217468s, input_fired_time: 0.3418626189, output_fired_time: 0.3321696818, propagate_forward_time: 15.2680606842, propagate_backward_time: 21.8365287781, weight_update_time: 0.1285923868, other_time: 2.2957019806
epoch time: 3.4785630703s, input_fired_time: 0.0438400991, output_fired_time: 0.0000000000, propagate_forward_time: 3.0371193886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976035118
validation[          , genome  3036] predictions:    9520/  10000 (95.20%), best:    9527/10000 (95.27%), error:      1695.01379, best error:      1653.83655 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 40.2883071899s, input_fired_time: 0.3447996080, output_fired_time: 0.3341591358, propagate_forward_time: 15.3595342636, propagate_backward_time: 21.9073905945, weight_update_time: 0.1313699633, other_time: 2.3424224854
epoch time: 3.4838399887s, input_fired_time: 0.0466823876, output_fired_time: 0.0000000000, propagate_forward_time: 3.0326228142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045348167
validation[          , genome  3036] predictions:    9512/  10000 (95.12%), best:    9527/10000 (95.27%), error:      1729.35522, best error:      1653.83655 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 39.5346641541s, input_fired_time: 0.3409145176, output_fired_time: 0.3307083249, propagate_forward_time: 15.0774812698, propagate_backward_time: 21.5094966888, weight_update_time: 0.1271356344, other_time: 2.2760639191
epoch time: 3.5344076157s, input_fired_time: 0.0443922617, output_fired_time: 0.0000000000, propagate_forward_time: 3.0769357681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130795002
validation[          , genome  3036] predictions:    9506/  10000 (95.06%), best:    9527/10000 (95.27%), error:      1695.61987, best error:      1653.83655 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 39.9566802979s, input_fired_time: 0.3444378674, output_fired_time: 0.3335359097, propagate_forward_time: 15.2395000458, propagate_backward_time: 21.7227954865, weight_update_time: 0.1296198517, other_time: 2.3164138794
epoch time: 3.5061228275s, input_fired_time: 0.0444752611, output_fired_time: 0.0000000000, propagate_forward_time: 3.0551884174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064590931
validation[          , genome  3036] predictions:    9511/  10000 (95.11%), best:    9527/10000 (95.27%), error:      1732.34937, best error:      1653.83655 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 39.3992729187s, input_fired_time: 0.3354109526, output_fired_time: 0.3301159739, propagate_forward_time: 15.0733165741, propagate_backward_time: 21.3859767914, weight_update_time: 0.1281401813, other_time: 2.2744522095
epoch time: 3.4857103825s, input_fired_time: 0.0445921645, output_fired_time: 0.0000000000, propagate_forward_time: 3.0321159363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090023041
validation[          , genome  3036] predictions:    9495/  10000 (94.95%), best:    9527/10000 (95.27%), error:      1802.04346, best error:      1653.83655 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 40.3648910522s, input_fired_time: 0.3449805975, output_fired_time: 0.3366880417, propagate_forward_time: 15.3997802734, propagate_backward_time: 21.9802246094, weight_update_time: 0.1309093088, other_time: 2.3032150269
epoch time: 3.4831326008s, input_fired_time: 0.0444926769, output_fired_time: 0.0000000000, propagate_forward_time: 3.0318973064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067425728
validation[          , genome  3036] predictions:    9526/  10000 (95.26%), best:    9527/10000 (95.27%), error:      1669.90088, best error:      1653.83655 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 39.5628776550s, input_fired_time: 0.3391494751, output_fired_time: 0.3336461186, propagate_forward_time: 14.9882326126, propagate_backward_time: 21.6227722168, weight_update_time: 0.1282401681, other_time: 2.2790794373
epoch time: 3.3218185902s, input_fired_time: 0.0435013585, output_fired_time: 0.0000000000, propagate_forward_time: 2.8745870590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037301540
validation[          , genome  3036] predictions:    9501/  10000 (95.01%), best:    9527/10000 (95.27%), error:      1708.72961, best error:      1653.83655 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 40.0326843262s, input_fired_time: 0.3422571123, output_fired_time: 0.3340857029, propagate_forward_time: 15.2689857483, propagate_backward_time: 21.8187808990, weight_update_time: 0.1287598014, other_time: 2.2685718536
epoch time: 3.5736958981s, input_fired_time: 0.0444493555, output_fired_time: 0.0000000000, propagate_forward_time: 3.1189315319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103150368
validation[          , genome  3036] predictions:    9493/  10000 (94.93%), best:    9527/10000 (95.27%), error:      1762.81445, best error:      1653.83655 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 40.0077056885s, input_fired_time: 0.3437123597, output_fired_time: 0.3295974731, propagate_forward_time: 15.2756357193, propagate_backward_time: 21.7708606720, weight_update_time: 0.1299724728, other_time: 2.2879009247
epoch time: 3.5354802608s, input_fired_time: 0.0458535366, output_fired_time: 0.0000000000, propagate_forward_time: 3.0841515064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054751396
validation[          , genome  3036] predictions:    9473/  10000 (94.73%), best:    9527/10000 (95.27%), error:      1812.32434, best error:      1653.83655 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 39.9508399963s, input_fired_time: 0.3427560329, output_fired_time: 0.3349196315, propagate_forward_time: 15.1894187927, propagate_backward_time: 21.8342418671, weight_update_time: 0.1269690692, other_time: 2.2495059967
epoch time: 3.5334105492s, input_fired_time: 0.0446488634, output_fired_time: 0.0000000000, propagate_forward_time: 3.0907325745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980290890
validation[          , genome  3036] predictions:    9510/  10000 (95.10%), best:    9527/10000 (95.27%), error:      1686.47632, best error:      1653.83655 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 39.9124946594s, input_fired_time: 0.3449296057, output_fired_time: 0.3335538507, propagate_forward_time: 15.2571668625, propagate_backward_time: 21.7241840363, weight_update_time: 0.1266959310, other_time: 2.2526607513
epoch time: 3.4045107365s, input_fired_time: 0.0434790440, output_fired_time: 0.0000000000, propagate_forward_time: 2.9603743553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006574154
validation[          , genome  3036] predictions:    9517/  10000 (95.17%), best:    9527/10000 (95.27%), error:      1682.71948, best error:      1653.83655 on epoch:    77, 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: 17.4299087524s, input_fired_time: 0.2171503454, output_fired_time: 0.0000000000, propagate_forward_time: 15.1243553162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0884037018
best training[          , genome  3036] predictions:   48405/  50000 (96.81%), best:    9527/10000 (95.27%), error:      5869.69922, best error:      1653.83655 on epoch:    77, 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: 3.4655029774s, input_fired_time: 0.0437240712, output_fired_time: 0.0000000000, propagate_forward_time: 3.0149466991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068322182
   testing[          , genome  3036] predictions:    9582/  10000 (95.82%), best:    9527/10000 (95.27%), error:      1483.93188, best error:      1653.83655 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:04:44 (3956): called boinc_finish(0)

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