Nameexact_genome_1512568488_42_3346_1
Workunit2587943
Created7 Dec 2017, 4:14:16 UTC
Sent7 Dec 2017, 4:18:35 UTC
Report deadline9 Dec 2017, 18:56:36 UTC
Received7 Dec 2017, 5:56:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 37 min 38 sec
CPU time1 hours 31 min 19 sec
Validate stateValid
Credit652.44
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.93 MB
Peak swap size151.21 MB
Peak disk usage1.39 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0391934551, output_fired_time: 0.0000000000, propagate_forward_time: 3.7184290886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838343620
validation[          , genome  3346] predictions:    9469/  10000 (94.69%), best:    9465/10000 (94.65%), error:      1792.38330, best error:      1780.06067 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 50.2902374268s, input_fired_time: 0.3147051036, output_fired_time: 0.3173285127, propagate_forward_time: 18.7809467316, propagate_backward_time: 28.6984329224, weight_update_time: 0.1320469677, other_time: 2.1788234711
epoch time: 3.8793404102s, input_fired_time: 0.0366215929, output_fired_time: 0.0000000000, propagate_forward_time: 3.4749979973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677208424
validation[          , genome  3346] predictions:    9459/  10000 (94.59%), best:    9465/10000 (94.65%), error:      1879.62915, best error:      1780.06067 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.6271247864s, input_fired_time: 0.3130638301, output_fired_time: 0.3204813898, propagate_forward_time: 18.9432964325, propagate_backward_time: 28.8416728973, weight_update_time: 0.1344701648, other_time: 2.2086105347
epoch time: 4.2018756866s, input_fired_time: 0.0394650139, output_fired_time: 0.0000000000, propagate_forward_time: 3.7694487572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929619789
validation[          , genome  3346] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1699.67639, best error:      1699.67639 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 50.2617454529s, input_fired_time: 0.3142151833, output_fired_time: 0.3175396323, propagate_forward_time: 18.8311157227, propagate_backward_time: 28.6093978882, weight_update_time: 0.1321310997, other_time: 2.1894760132
epoch time: 4.2211275101s, input_fired_time: 0.0399003737, output_fired_time: 0.0000000000, propagate_forward_time: 3.7809805870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002466202
validation[          , genome  3346] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1680.26929, best error:      1680.26929 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.6754722595s, input_fired_time: 0.3155463338, output_fired_time: 0.3190196753, propagate_forward_time: 18.9643402100, propagate_backward_time: 28.8862953186, weight_update_time: 0.1319267750, other_time: 2.1902694702
epoch time: 4.2715783119s, input_fired_time: 0.0402503014, output_fired_time: 0.0000000000, propagate_forward_time: 3.8360457420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952822685
validation[          , genome  3346] predictions:    9307/  10000 (93.07%), best:    9514/10000 (95.14%), error:      2249.01709, best error:      1680.26929 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 50.2372360229s, input_fired_time: 0.3165017366, output_fired_time: 0.3180931509, propagate_forward_time: 18.7729721069, propagate_backward_time: 28.6233367920, weight_update_time: 0.1329334229, other_time: 2.2063331604
epoch time: 4.2579636574s, input_fired_time: 0.0389045067, output_fired_time: 0.0000000000, propagate_forward_time: 3.8277957439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912632465
validation[          , genome  3346] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1636.15918, best error:      1636.15918 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.1427268982s, input_fired_time: 0.3071345091, output_fired_time: 0.3099347353, propagate_forward_time: 18.3640346527, propagate_backward_time: 28.0179691315, weight_update_time: 0.1309246719, other_time: 2.1436538696
epoch time: 4.1792454720s, input_fired_time: 0.0389926918, output_fired_time: 0.0000000000, propagate_forward_time: 3.7490720749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911805153
validation[          , genome  3346] predictions:    9495/  10000 (94.95%), best:    9521/10000 (95.21%), error:      1718.41125, best error:      1636.15918 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 50.4706802368s, input_fired_time: 0.3175978065, output_fired_time: 0.3220741749, propagate_forward_time: 18.9155178070, propagate_backward_time: 28.7306404114, weight_update_time: 0.1307853311, other_time: 2.1848506927
epoch time: 4.1661949158s, input_fired_time: 0.0394240245, output_fired_time: 0.0000000000, propagate_forward_time: 3.7371718884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895990849
validation[          , genome  3346] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1635.18982, best error:      1635.18982 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 50.1594009399s, input_fired_time: 0.3159042597, output_fired_time: 0.3174703419, propagate_forward_time: 18.7474098206, propagate_backward_time: 28.5890750885, weight_update_time: 0.1321751326, other_time: 2.1895427704
epoch time: 4.2982668877s, input_fired_time: 0.0405485667, output_fired_time: 0.0000000000, propagate_forward_time: 3.8636958599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940222263
validation[          , genome  3346] predictions:    9467/  10000 (94.67%), best:    9492/10000 (94.92%), error:      1796.86133, best error:      1635.18982 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 50.3926239014s, input_fired_time: 0.3129580021, output_fired_time: 0.3176134229, propagate_forward_time: 18.8203277588, propagate_backward_time: 28.7564239502, weight_update_time: 0.1330317557, other_time: 2.1853027344
epoch time: 4.2002043724s, input_fired_time: 0.0394160412, output_fired_time: 0.0000000000, propagate_forward_time: 3.7781398296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826487064
validation[          , genome  3346] predictions:    9480/  10000 (94.80%), best:    9492/10000 (94.92%), error:      1737.87646, best error:      1635.18982 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 48.3276443481s, input_fired_time: 0.3062433898, output_fired_time: 0.3076467812, propagate_forward_time: 18.0170516968, propagate_backward_time: 27.5658340454, weight_update_time: 0.1275746673, other_time: 2.1308670044
epoch time: 3.7704141140s, input_fired_time: 0.0360170752, output_fired_time: 0.0000000000, propagate_forward_time: 3.3742468357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601500988
validation[          , genome  3346] predictions:    9524/  10000 (95.24%), best:    9492/10000 (94.92%), error:      1652.07532, best error:      1635.18982 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 48.6614532471s, input_fired_time: 0.3054758310, output_fired_time: 0.3092697859, propagate_forward_time: 18.1477050781, propagate_backward_time: 27.7566490173, weight_update_time: 0.1304273903, other_time: 2.1423530579
epoch time: 4.2792301178s, input_fired_time: 0.0404550843, output_fired_time: 0.0000000000, propagate_forward_time: 3.8433601856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954150677
validation[          , genome  3346] predictions:    9509/  10000 (95.09%), best:    9492/10000 (94.92%), error:      1704.10522, best error:      1635.18982 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.9362449646s, input_fired_time: 0.3121960759, output_fired_time: 0.3174895048, propagate_forward_time: 18.6592750549, propagate_backward_time: 28.4741973877, weight_update_time: 0.1318920851, other_time: 2.1730880737
epoch time: 4.1796979904s, input_fired_time: 0.0400517434, output_fired_time: 0.0000000000, propagate_forward_time: 3.7496793270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899667263
validation[          , genome  3346] predictions:    9381/  10000 (93.81%), best:    9492/10000 (94.92%), error:      2005.43079, best error:      1635.18982 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.2326049805s, input_fired_time: 0.3149147630, output_fired_time: 0.3194079399, propagate_forward_time: 18.7737655640, propagate_backward_time: 28.6536941528, weight_update_time: 0.1309202760, other_time: 2.1708221436
epoch time: 4.2208127975s, input_fired_time: 0.0396804921, output_fired_time: 0.0000000000, propagate_forward_time: 3.7933392525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877930641
validation[          , genome  3346] predictions:    9508/  10000 (95.08%), best:    9508/10000 (95.08%), error:      1621.43494, best error:      1621.43494 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 50.5590095520s, input_fired_time: 0.3173771501, output_fired_time: 0.3242031932, propagate_forward_time: 18.8924655914, propagate_backward_time: 28.8191623688, weight_update_time: 0.1345934421, other_time: 2.2057991028
epoch time: 4.2736821175s, input_fired_time: 0.0394632034, output_fired_time: 0.0000000000, propagate_forward_time: 3.8410727978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931462765
validation[          , genome  3346] predictions:    9505/  10000 (95.05%), best:    9508/10000 (95.08%), error:      1648.64331, best error:      1621.43494 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 50.3394241333s, input_fired_time: 0.3162264526, output_fired_time: 0.3187496066, propagate_forward_time: 18.8184623718, propagate_backward_time: 28.6851558685, weight_update_time: 0.1326884478, other_time: 2.2008304596
epoch time: 3.3905670643s, input_fired_time: 0.0336371325, output_fired_time: 0.0000000000, propagate_forward_time: 3.0233862400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335437775
validation[          , genome  3346] predictions:    9501/  10000 (95.01%), best:    9508/10000 (95.08%), error:      1637.73682, best error:      1621.43494 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.5631828308s, input_fired_time: 0.3177686632, output_fired_time: 0.3212885857, propagate_forward_time: 18.8957118988, propagate_backward_time: 28.8235511780, weight_update_time: 0.1338616014, other_time: 2.2048625946
epoch time: 4.0358710289s, input_fired_time: 0.0384976119, output_fired_time: 0.0000000000, propagate_forward_time: 3.6120901108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852832317
validation[          , genome  3346] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1620.75439, best error:      1620.75439 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 49.5579261780s, input_fired_time: 0.3121457100, output_fired_time: 0.3153593540, propagate_forward_time: 18.4425354004, propagate_backward_time: 28.3114089966, weight_update_time: 0.1307777166, other_time: 2.1764755249
epoch time: 4.1536755562s, input_fired_time: 0.0386769995, output_fired_time: 0.0000000000, propagate_forward_time: 3.7250185013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899798393
validation[          , genome  3346] predictions:    9485/  10000 (94.85%), best:    9533/10000 (95.33%), error:      1698.98193, best error:      1620.75439 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 48.9491806030s, input_fired_time: 0.3093239963, output_fired_time: 0.3097141087, propagate_forward_time: 18.2656631470, propagate_backward_time: 27.9281711578, weight_update_time: 0.1278600097, other_time: 2.1363086700
epoch time: 4.3060688972s, input_fired_time: 0.0402881280, output_fired_time: 0.0000000000, propagate_forward_time: 3.8691785336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966023922
validation[          , genome  3346] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1599.59229, best error:      1599.59229 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.9369697571s, input_fired_time: 0.3190726340, output_fired_time: 0.3218408823, propagate_forward_time: 19.0821266174, propagate_backward_time: 29.0164337158, weight_update_time: 0.1326114237, other_time: 2.1974945068
epoch time: 4.0173439980s, input_fired_time: 0.0384562276, output_fired_time: 0.0000000000, propagate_forward_time: 3.6023533344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765344620
validation[          , genome  3346] predictions:    9517/  10000 (95.17%), best:    9519/10000 (95.19%), error:      1679.49426, best error:      1599.59229 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 50.0313987732s, input_fired_time: 0.3126907647, output_fired_time: 0.3157296181, propagate_forward_time: 18.6623725891, propagate_backward_time: 28.5608367920, weight_update_time: 0.1304278225, other_time: 2.1797676086
epoch time: 4.0525941849s, input_fired_time: 0.0394075699, output_fired_time: 0.0000000000, propagate_forward_time: 3.6317086220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814778328
validation[          , genome  3346] predictions:    9532/  10000 (95.32%), best:    9532/10000 (95.32%), error:      1563.83215, best error:      1563.83215 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 48.1641845703s, input_fired_time: 0.3024107516, output_fired_time: 0.3055391610, propagate_forward_time: 17.9879550934, propagate_backward_time: 27.4667758942, weight_update_time: 0.1275889724, other_time: 2.1015052795
epoch time: 4.0437560081s, input_fired_time: 0.0385074280, output_fired_time: 0.0000000000, propagate_forward_time: 3.6281590462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770895004
validation[          , genome  3346] predictions:    9534/  10000 (95.34%), best:    9532/10000 (95.32%), error:      1592.70605, best error:      1563.83215 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 49.9096412659s, input_fired_time: 0.3125978410, output_fired_time: 0.3185572922, propagate_forward_time: 18.6751155853, propagate_backward_time: 28.4294128418, weight_update_time: 0.1305997223, other_time: 2.1739559174
epoch time: 4.2730083466s, input_fired_time: 0.0406478196, output_fired_time: 0.0000000000, propagate_forward_time: 3.8341505527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982098103
validation[          , genome  3346] predictions:    9524/  10000 (95.24%), best:    9532/10000 (95.32%), error:      1618.12048, best error:      1563.83215 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.9936180115s, input_fired_time: 0.3134761751, output_fired_time: 0.3168604672, propagate_forward_time: 18.6674289703, propagate_backward_time: 28.5160026550, weight_update_time: 0.1308463216, other_time: 2.1798496246
epoch time: 4.0033593178s, input_fired_time: 0.0375640616, output_fired_time: 0.0000000000, propagate_forward_time: 3.5850102901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807849884
validation[          , genome  3346] predictions:    9513/  10000 (95.13%), best:    9532/10000 (95.32%), error:      1655.72925, best error:      1563.83215 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 50.3783836365s, input_fired_time: 0.3164136708, output_fired_time: 0.3187645674, propagate_forward_time: 18.7952823639, propagate_backward_time: 28.7482700348, weight_update_time: 0.1318747699, other_time: 2.1996536255
epoch time: 4.2646942139s, input_fired_time: 0.0400027782, output_fired_time: 0.0000000000, propagate_forward_time: 3.8318510056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928403854
validation[          , genome  3346] predictions:    9494/  10000 (94.94%), best:    9532/10000 (95.32%), error:      1765.58923, best error:      1563.83215 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.1434516907s, input_fired_time: 0.3154936135, output_fired_time: 0.3144018352, propagate_forward_time: 18.6664829254, propagate_backward_time: 28.6450042725, weight_update_time: 0.1326481104, other_time: 2.2020664215
epoch time: 4.2661309242s, input_fired_time: 0.0410938896, output_fired_time: 0.0000000000, propagate_forward_time: 3.8294982910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955388069
validation[          , genome  3346] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1553.16797, best error:      1553.16797 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 50.6011276245s, input_fired_time: 0.3187275827, output_fired_time: 0.3195036650, propagate_forward_time: 18.9139804840, propagate_backward_time: 28.8418025970, weight_update_time: 0.1334364414, other_time: 2.2071113586
epoch time: 4.0972914696s, input_fired_time: 0.0388938040, output_fired_time: 0.0000000000, propagate_forward_time: 3.6756856441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827121258
validation[          , genome  3346] predictions:    9474/  10000 (94.74%), best:    9521/10000 (95.21%), error:      1749.08728, best error:      1553.16797 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.2352218628s, input_fired_time: 0.3173236847, output_fired_time: 0.3148493469, propagate_forward_time: 18.7393970490, propagate_backward_time: 28.6612758636, weight_update_time: 0.1327984929, other_time: 2.2023773193
epoch time: 4.2170333862s, input_fired_time: 0.0398327112, output_fired_time: 0.0000000000, propagate_forward_time: 3.7893145084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878862858
validation[          , genome  3346] predictions:    9485/  10000 (94.85%), best:    9521/10000 (95.21%), error:      1681.85840, best error:      1553.16797 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 49.5514869690s, input_fired_time: 0.3124603331, output_fired_time: 0.3154101372, propagate_forward_time: 18.5283985138, propagate_backward_time: 28.2269554138, weight_update_time: 0.1326536983, other_time: 2.1682605743
epoch time: 4.1443982124s, input_fired_time: 0.0396016687, output_fired_time: 0.0000000000, propagate_forward_time: 3.7253606319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794357777
validation[          , genome  3346] predictions:    9515/  10000 (95.15%), best:    9521/10000 (95.21%), error:      1637.86694, best error:      1553.16797 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 49.9737396240s, input_fired_time: 0.3167362809, output_fired_time: 0.3165898919, propagate_forward_time: 18.6452960968, propagate_backward_time: 28.5105018616, weight_update_time: 0.1308712363, other_time: 2.1846141815
epoch time: 4.2464342117s, input_fired_time: 0.0401799381, output_fired_time: 0.0000000000, propagate_forward_time: 3.8141112328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921432495
validation[          , genome  3346] predictions:    9517/  10000 (95.17%), best:    9521/10000 (95.21%), error:      1634.03418, best error:      1553.16797 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.5902862549s, input_fired_time: 0.3132120967, output_fired_time: 0.3131619692, propagate_forward_time: 18.5481300354, propagate_backward_time: 28.2455692291, weight_update_time: 0.1321578622, other_time: 2.1702098846
epoch time: 4.3048820496s, input_fired_time: 0.0415453203, output_fired_time: 0.0000000000, propagate_forward_time: 3.8633573055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999793530
validation[          , genome  3346] predictions:    9475/  10000 (94.75%), best:    9521/10000 (95.21%), error:      1671.62939, best error:      1553.16797 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.3087997437s, input_fired_time: 0.3169116676, output_fired_time: 0.3203000426, propagate_forward_time: 18.8411712646, propagate_backward_time: 28.6549243927, weight_update_time: 0.1318234801, other_time: 2.1754932404
epoch time: 4.2286710739s, input_fired_time: 0.0398322791, output_fired_time: 0.0000000000, propagate_forward_time: 3.7862634659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025754929
validation[          , genome  3346] predictions:    9458/  10000 (94.58%), best:    9521/10000 (95.21%), error:      1801.62280, best error:      1553.16797 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 49.5073738098s, input_fired_time: 0.3158152401, output_fired_time: 0.3172607720, propagate_forward_time: 18.4979324341, propagate_backward_time: 28.2176456451, weight_update_time: 0.1311802268, other_time: 2.1587200165
epoch time: 4.2686538696s, input_fired_time: 0.0398545153, output_fired_time: 0.0000000000, propagate_forward_time: 3.8354163170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933830261
validation[          , genome  3346] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1513.29773, best error:      1513.29773 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.5368118286s, input_fired_time: 0.3199421167, output_fired_time: 0.3209915757, propagate_forward_time: 18.8631992340, propagate_backward_time: 28.8350620270, weight_update_time: 0.1340917647, other_time: 2.1976165771
epoch time: 4.1231517792s, input_fired_time: 0.0385567993, output_fired_time: 0.0000000000, propagate_forward_time: 3.7019045353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826906681
validation[          , genome  3346] predictions:    9515/  10000 (95.15%), best:    9548/10000 (95.48%), error:      1616.01746, best error:      1513.29773 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 49.1254234314s, input_fired_time: 0.3121735156, output_fired_time: 0.3112951517, propagate_forward_time: 18.2850456238, propagate_backward_time: 28.0665798187, weight_update_time: 0.1301309913, other_time: 2.1503314972
epoch time: 4.0291008949s, input_fired_time: 0.0385398977, output_fired_time: 0.0000000000, propagate_forward_time: 3.6066999435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838610649
validation[          , genome  3346] predictions:    9542/  10000 (95.42%), best:    9548/10000 (95.48%), error:      1552.27649, best error:      1513.29773 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 47.7043151855s, input_fired_time: 0.3020510077, output_fired_time: 0.3058708608, propagate_forward_time: 17.8167915344, propagate_backward_time: 27.1746578217, weight_update_time: 0.1260289848, other_time: 2.1049442291
epoch time: 4.3243169785s, input_fired_time: 0.0414808132, output_fired_time: 0.0000000000, propagate_forward_time: 3.8822264671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006094933
validation[          , genome  3346] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1448.41467, best error:      1448.41467 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 49.9032974243s, input_fired_time: 0.3180427253, output_fired_time: 0.3169892728, propagate_forward_time: 18.6093959808, propagate_backward_time: 28.4740676880, weight_update_time: 0.1313173324, other_time: 2.1848011017
epoch time: 4.2052369118s, input_fired_time: 0.0409167372, output_fired_time: 0.0000000000, propagate_forward_time: 3.7741222382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901977539
validation[          , genome  3346] predictions:    9525/  10000 (95.25%), best:    9571/10000 (95.71%), error:      1574.95374, best error:      1448.41467 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.6763229370s, input_fired_time: 0.3106103837, output_fired_time: 0.3076759875, propagate_forward_time: 18.0615673065, propagate_backward_time: 27.8269119263, weight_update_time: 0.1284561902, other_time: 2.1695575714
epoch time: 4.0358967781s, input_fired_time: 0.0378886089, output_fired_time: 0.0000000000, propagate_forward_time: 3.6199207306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780875206
validation[          , genome  3346] predictions:    9575/  10000 (95.75%), best:    9571/10000 (95.71%), error:      1470.08777, best error:      1448.41467 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 50.7001762390s, input_fired_time: 0.3203267455, output_fired_time: 0.3206790686, propagate_forward_time: 19.0071315765, propagate_backward_time: 28.8412952423, weight_update_time: 0.1329498589, other_time: 2.2107429504
epoch time: 3.2651424408s, input_fired_time: 0.0330369957, output_fired_time: 0.0000000000, propagate_forward_time: 2.9018585682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302469254
validation[          , genome  3346] predictions:    9519/  10000 (95.19%), best:    9571/10000 (95.71%), error:      1561.43689, best error:      1448.41467 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.2996978760s, input_fired_time: 0.3166809976, output_fired_time: 0.3203535676, propagate_forward_time: 18.8461704254, propagate_backward_time: 28.6359539032, weight_update_time: 0.1312394142, other_time: 2.1805381775
epoch time: 4.1418290138s, input_fired_time: 0.0397984311, output_fired_time: 0.0000000000, propagate_forward_time: 3.7087821960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932485580
validation[          , genome  3346] predictions:    9515/  10000 (95.15%), best:    9571/10000 (95.71%), error:      1610.91980, best error:      1448.41467 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.8621864319s, input_fired_time: 0.3081100285, output_fired_time: 0.3094355166, propagate_forward_time: 18.1764888763, propagate_backward_time: 27.9297866821, weight_update_time: 0.1295415163, other_time: 2.1383647919
epoch time: 4.2214527130s, input_fired_time: 0.0399858654, output_fired_time: 0.0000000000, propagate_forward_time: 3.7893314362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921356201
validation[          , genome  3346] predictions:    9539/  10000 (95.39%), best:    9571/10000 (95.71%), error:      1539.38989, best error:      1448.41467 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 50.0194320679s, input_fired_time: 0.3128427267, output_fired_time: 0.3203620017, propagate_forward_time: 18.6101779938, propagate_backward_time: 28.6004219055, weight_update_time: 0.1316517293, other_time: 2.1756267548
epoch time: 3.5907671452s, input_fired_time: 0.0365366042, output_fired_time: 0.0000000000, propagate_forward_time: 3.2032897472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509407043
validation[          , genome  3346] predictions:    9532/  10000 (95.32%), best:    9571/10000 (95.71%), error:      1553.24951, best error:      1448.41467 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.1525001526s, input_fired_time: 0.3143950999, output_fired_time: 0.3205467463, propagate_forward_time: 18.7840824127, propagate_backward_time: 28.5611095428, weight_update_time: 0.1307732612, other_time: 2.1723670959
epoch time: 4.2865867615s, input_fired_time: 0.0408272445, output_fired_time: 0.0000000000, propagate_forward_time: 3.8493194580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964400291
validation[          , genome  3346] predictions:    9490/  10000 (94.90%), best:    9571/10000 (95.71%), error:      1664.28796, best error:      1448.41467 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 49.8722686768s, input_fired_time: 0.3187938631, output_fired_time: 0.3139794767, propagate_forward_time: 18.5495414734, propagate_backward_time: 28.5043926239, weight_update_time: 0.1315229833, other_time: 2.1855602264
epoch time: 3.8852925301s, input_fired_time: 0.0385194160, output_fired_time: 0.0000000000, propagate_forward_time: 3.4746718407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721013069
validation[          , genome  3346] predictions:    9553/  10000 (95.53%), best:    9571/10000 (95.71%), error:      1544.43542, best error:      1448.41467 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 49.9401016235s, input_fired_time: 0.3171262443, output_fired_time: 0.3179970980, propagate_forward_time: 18.6761474609, propagate_backward_time: 28.4391746521, weight_update_time: 0.1327789128, other_time: 2.1896553040
epoch time: 3.8344419003s, input_fired_time: 0.0381107405, output_fired_time: 0.0000000000, propagate_forward_time: 3.4345123768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618187904
validation[          , genome  3346] predictions:    9511/  10000 (95.11%), best:    9571/10000 (95.71%), error:      1564.84827, best error:      1448.41467 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 47.6455154419s, input_fired_time: 0.3054153025, output_fired_time: 0.3035495281, propagate_forward_time: 17.8240642548, propagate_backward_time: 27.1023921967, weight_update_time: 0.1271067113, other_time: 2.1100921631
epoch time: 4.1925172806s, input_fired_time: 0.0407003574, output_fired_time: 0.0000000000, propagate_forward_time: 3.7520961761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997206688
validation[          , genome  3346] predictions:    9532/  10000 (95.32%), best:    9571/10000 (95.71%), error:      1485.13672, best error:      1448.41467 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.4171752930s, input_fired_time: 0.3128889203, output_fired_time: 0.3118804395, propagate_forward_time: 18.4504184723, propagate_backward_time: 28.1858024597, weight_update_time: 0.1291756183, other_time: 2.1561832428
epoch time: 4.2742586136s, input_fired_time: 0.0408962220, output_fired_time: 0.0000000000, propagate_forward_time: 3.8337454796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996167183
validation[          , genome  3346] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1422.78198, best error:      1422.78198 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.7980232239s, input_fired_time: 0.3191732764, output_fired_time: 0.3180563450, propagate_forward_time: 18.5679149628, propagate_backward_time: 28.4240112305, weight_update_time: 0.1298002303, other_time: 2.1688671112
epoch time: 4.2393131256s, input_fired_time: 0.0406242572, output_fired_time: 0.0000000000, propagate_forward_time: 3.8123507500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863382339
validation[          , genome  3346] predictions:    9524/  10000 (95.24%), best:    9577/10000 (95.77%), error:      1551.18933, best error:      1422.78198 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.4903869629s, input_fired_time: 0.3093082905, output_fired_time: 0.3066987693, propagate_forward_time: 18.0581569672, propagate_backward_time: 27.6842041016, weight_update_time: 0.1274922490, other_time: 2.1320209503
epoch time: 4.2826032639s, input_fired_time: 0.0412889346, output_fired_time: 0.0000000000, propagate_forward_time: 3.8475971222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937172890
validation[          , genome  3346] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1502.77527, best error:      1422.78198 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 49.9624176025s, input_fired_time: 0.3171698451, output_fired_time: 0.3181932867, propagate_forward_time: 18.6514377594, propagate_backward_time: 28.5119705200, weight_update_time: 0.1303231865, other_time: 2.1636486053
epoch time: 3.9059140682s, input_fired_time: 0.0376067944, output_fired_time: 0.0000000000, propagate_forward_time: 3.4998030663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685042858
validation[          , genome  3346] predictions:    9548/  10000 (95.48%), best:    9577/10000 (95.77%), error:      1473.70020, best error:      1422.78198 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 49.2391128540s, input_fired_time: 0.3118557930, output_fired_time: 0.3096944392, propagate_forward_time: 18.3954372406, propagate_backward_time: 28.0762176514, weight_update_time: 0.1310835332, other_time: 2.1459064484
epoch time: 4.0966734886s, input_fired_time: 0.0403228588, output_fired_time: 0.0000000000, propagate_forward_time: 3.6758091450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805415630
validation[          , genome  3346] predictions:    9552/  10000 (95.52%), best:    9577/10000 (95.77%), error:      1515.44556, best error:      1422.78198 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 49.8648643494s, input_fired_time: 0.3159505129, output_fired_time: 0.3154342473, propagate_forward_time: 18.6045284271, propagate_backward_time: 28.4516143799, weight_update_time: 0.1328358054, other_time: 2.1773357391
epoch time: 3.8224172592s, input_fired_time: 0.0374006741, output_fired_time: 0.0000000000, propagate_forward_time: 3.4221704006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628461361
validation[          , genome  3346] predictions:    9568/  10000 (95.68%), best:    9577/10000 (95.77%), error:      1487.10522, best error:      1422.78198 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 50.0305671692s, input_fired_time: 0.3163634539, output_fired_time: 0.3177825511, propagate_forward_time: 18.6401252747, propagate_backward_time: 28.5697402954, weight_update_time: 0.1306277663, other_time: 2.1865539551
epoch time: 4.2309870720s, input_fired_time: 0.0405628011, output_fired_time: 0.0000000000, propagate_forward_time: 3.7952733040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951511383
validation[          , genome  3346] predictions:    9534/  10000 (95.34%), best:    9577/10000 (95.77%), error:      1504.07141, best error:      1422.78198 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 49.4232788086s, input_fired_time: 0.3154481053, output_fired_time: 0.3122126460, propagate_forward_time: 18.4467430115, propagate_backward_time: 28.1741790771, weight_update_time: 0.1296425313, other_time: 2.1746940613
epoch time: 4.1811842918s, input_fired_time: 0.0425612554, output_fired_time: 0.0000000000, propagate_forward_time: 3.7497496605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888735771
validation[          , genome  3346] predictions:    9542/  10000 (95.42%), best:    9577/10000 (95.77%), error:      1483.78955, best error:      1422.78198 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 49.9403381348s, input_fired_time: 0.3154648840, output_fired_time: 0.3158728480, propagate_forward_time: 18.6668624878, propagate_backward_time: 28.4744415283, weight_update_time: 0.1310992241, other_time: 2.1676979065
epoch time: 4.1618027687s, input_fired_time: 0.0405797362, output_fired_time: 0.0000000000, propagate_forward_time: 3.7340135574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872094154
validation[          , genome  3346] predictions:    9563/  10000 (95.63%), best:    9577/10000 (95.77%), error:      1445.37219, best error:      1422.78198 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 49.6181068420s, input_fired_time: 0.3127043247, output_fired_time: 0.3157333732, propagate_forward_time: 18.5422210693, propagate_backward_time: 28.2627811432, weight_update_time: 0.1316395551, other_time: 2.1846637726
epoch time: 3.8691487312s, input_fired_time: 0.0381009579, output_fired_time: 0.0000000000, propagate_forward_time: 3.4676144123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634333611
validation[          , genome  3346] predictions:    9550/  10000 (95.50%), best:    9577/10000 (95.77%), error:      1457.78589, best error:      1422.78198 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 49.6247940063s, input_fired_time: 0.3162344992, output_fired_time: 0.3164279461, propagate_forward_time: 18.5646915436, propagate_backward_time: 28.2531013489, weight_update_time: 0.1314295530, other_time: 2.1743373871
epoch time: 4.2066116333s, input_fired_time: 0.0401701294, output_fired_time: 0.0000000000, propagate_forward_time: 3.7759640217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904774189
validation[          , genome  3346] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1491.87158, best error:      1422.78198 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.5640373230s, input_fired_time: 0.3124633431, output_fired_time: 0.3085595369, propagate_forward_time: 18.1219635010, propagate_backward_time: 27.6757774353, weight_update_time: 0.1276112497, other_time: 2.1452751160
epoch time: 4.0635042191s, input_fired_time: 0.0394734591, output_fired_time: 0.0000000000, propagate_forward_time: 3.6453015804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787291050
validation[          , genome  3346] predictions:    9547/  10000 (95.47%), best:    9577/10000 (95.77%), error:      1543.52563, best error:      1422.78198 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 50.1330833435s, input_fired_time: 0.3177700639, output_fired_time: 0.3180975616, propagate_forward_time: 18.7406215668, propagate_backward_time: 28.5714263916, weight_update_time: 0.1332298368, other_time: 2.1851673126
epoch time: 4.2127647400s, input_fired_time: 0.0420145281, output_fired_time: 0.0000000000, propagate_forward_time: 3.7775733471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931767941
validation[          , genome  3346] predictions:    9541/  10000 (95.41%), best:    9577/10000 (95.77%), error:      1512.13367, best error:      1422.78198 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 49.5773544312s, input_fired_time: 0.3122270703, output_fired_time: 0.3137786984, propagate_forward_time: 18.5696926117, propagate_backward_time: 28.2104969025, weight_update_time: 0.1326626688, other_time: 2.1711616516
epoch time: 4.2726569176s, input_fired_time: 0.0416691042, output_fired_time: 0.0000000000, propagate_forward_time: 3.8354523182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955357075
validation[          , genome  3346] predictions:    9561/  10000 (95.61%), best:    9577/10000 (95.77%), error:      1433.43335, best error:      1422.78198 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.4207077026s, input_fired_time: 0.3196490109, output_fired_time: 0.3182015717, propagate_forward_time: 18.8318023682, propagate_backward_time: 28.7634391785, weight_update_time: 0.1318017244, other_time: 2.1876144409
epoch time: 4.2344474792s, input_fired_time: 0.0408989415, output_fired_time: 0.0000000000, propagate_forward_time: 3.7995173931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940312862
validation[          , genome  3346] predictions:    9551/  10000 (95.51%), best:    9577/10000 (95.77%), error:      1429.76196, best error:      1422.78198 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.1786231995s, input_fired_time: 0.3095919490, output_fired_time: 0.3049359322, propagate_forward_time: 17.9230098724, propagate_backward_time: 27.5159015656, weight_update_time: 0.1277830005, other_time: 2.1251831055
epoch time: 4.0641593933s, input_fired_time: 0.0400811285, output_fired_time: 0.0000000000, propagate_forward_time: 3.6434407234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806376457
validation[          , genome  3346] predictions:    9534/  10000 (95.34%), best:    9577/10000 (95.77%), error:      1517.35852, best error:      1422.78198 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 48.0052261353s, input_fired_time: 0.3071186543, output_fired_time: 0.3025412858, propagate_forward_time: 17.8753376007, propagate_backward_time: 27.4030361176, weight_update_time: 0.1271321625, other_time: 2.1171951294
epoch time: 3.9236590862s, input_fired_time: 0.0373450369, output_fired_time: 0.0000000000, propagate_forward_time: 3.5116524696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746616840
validation[          , genome  3346] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1501.00024, best error:      1422.78198 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 49.4479446411s, input_fired_time: 0.3158339560, output_fired_time: 0.3152859807, propagate_forward_time: 18.4625701904, propagate_backward_time: 28.1972694397, weight_update_time: 0.1309305280, other_time: 2.1569862366
epoch time: 4.0792822838s, input_fired_time: 0.0397321060, output_fired_time: 0.0000000000, propagate_forward_time: 3.6493775845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901727200
validation[          , genome  3346] predictions:    9538/  10000 (95.38%), best:    9577/10000 (95.77%), error:      1536.83911, best error:      1422.78198 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 49.5342521667s, input_fired_time: 0.3149720728, output_fired_time: 0.3157462478, propagate_forward_time: 18.5011215210, propagate_backward_time: 28.2490653992, weight_update_time: 0.1299528629, other_time: 2.1533470154
epoch time: 4.1511268616s, input_fired_time: 0.0403335579, output_fired_time: 0.0000000000, propagate_forward_time: 3.7093946934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013984203
validation[          , genome  3346] predictions:    9540/  10000 (95.40%), best:    9577/10000 (95.77%), error:      1509.18054, best error:      1422.78198 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 49.7983131409s, input_fired_time: 0.3175080419, output_fired_time: 0.3152175844, propagate_forward_time: 18.6011886597, propagate_backward_time: 28.3844928741, weight_update_time: 0.1319281012, other_time: 2.1799068451
epoch time: 3.9837529659s, input_fired_time: 0.0382777192, output_fired_time: 0.0000000000, propagate_forward_time: 3.5729866028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724887371
validation[          , genome  3346] predictions:    9562/  10000 (95.62%), best:    9577/10000 (95.77%), error:      1455.19519, best error:      1422.78198 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 50.2706413269s, input_fired_time: 0.3191202283, output_fired_time: 0.3219424486, propagate_forward_time: 18.7136592865, propagate_backward_time: 28.7335968018, weight_update_time: 0.1312786043, other_time: 2.1823253632
epoch time: 4.1919484138s, input_fired_time: 0.0398046859, output_fired_time: 0.0000000000, propagate_forward_time: 3.7612609863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908829689
validation[          , genome  3346] predictions:    9545/  10000 (95.45%), best:    9577/10000 (95.77%), error:      1484.46753, best error:      1422.78198 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.0881385803s, input_fired_time: 0.3187225461, output_fired_time: 0.3188639283, propagate_forward_time: 18.6759281158, propagate_backward_time: 28.6004009247, weight_update_time: 0.1320906132, other_time: 2.1742248535
epoch time: 4.1270508766s, input_fired_time: 0.0395224430, output_fired_time: 0.0000000000, propagate_forward_time: 3.7099359035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775923252
validation[          , genome  3346] predictions:    9570/  10000 (95.70%), best:    9577/10000 (95.77%), error:      1436.83447, best error:      1422.78198 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.1168174744s, input_fired_time: 0.3223069906, output_fired_time: 0.3185703456, propagate_forward_time: 18.7842292786, propagate_backward_time: 28.4989776611, weight_update_time: 0.1325612068, other_time: 2.1927337646
epoch time: 4.2619380951s, input_fired_time: 0.0413258709, output_fired_time: 0.0000000000, propagate_forward_time: 3.8252258301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953862190
validation[          , genome  3346] predictions:    9539/  10000 (95.39%), best:    9577/10000 (95.77%), error:      1543.65076, best error:      1422.78198 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 49.1702384949s, input_fired_time: 0.3177613318, output_fired_time: 0.3129782081, propagate_forward_time: 18.3657379150, propagate_backward_time: 28.0126380920, weight_update_time: 0.1289613247, other_time: 2.1611251831
epoch time: 4.1521978378s, input_fired_time: 0.0418413728, output_fired_time: 0.0000000000, propagate_forward_time: 3.7201330662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902232647
validation[          , genome  3346] predictions:    9545/  10000 (95.45%), best:    9577/10000 (95.77%), error:      1497.46802, best error:      1422.78198 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 49.5988006592s, input_fired_time: 0.3149591386, output_fired_time: 0.3166564405, propagate_forward_time: 18.4773998260, propagate_backward_time: 28.3226184845, weight_update_time: 0.1317022443, other_time: 2.1671638489
epoch time: 4.2627320290s, input_fired_time: 0.0411829390, output_fired_time: 0.0000000000, propagate_forward_time: 3.8271896839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943593502
validation[          , genome  3346] predictions:    9534/  10000 (95.34%), best:    9577/10000 (95.77%), error:      1548.05981, best error:      1422.78198 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.7183876038s, input_fired_time: 0.3205651045, output_fired_time: 0.3192054927, propagate_forward_time: 18.9540557861, propagate_backward_time: 28.9240550995, weight_update_time: 0.1324240267, other_time: 2.2005062103
epoch time: 4.1049504280s, input_fired_time: 0.0399987847, output_fired_time: 0.0000000000, propagate_forward_time: 3.6806337833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843176365
validation[          , genome  3346] predictions:    9559/  10000 (95.59%), best:    9577/10000 (95.77%), error:      1448.43713, best error:      1422.78198 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.9473152161s, input_fired_time: 0.3170461953, output_fired_time: 0.3173011243, propagate_forward_time: 18.6613597870, propagate_backward_time: 28.4656620026, weight_update_time: 0.1331825852, other_time: 2.1859436035
epoch time: 4.1127305031s, input_fired_time: 0.0394979268, output_fired_time: 0.0000000000, propagate_forward_time: 3.6880133152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852193356
validation[          , genome  3346] predictions:    9562/  10000 (95.62%), best:    9577/10000 (95.77%), error:      1460.30847, best error:      1422.78198 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.7079315186s, input_fired_time: 0.3168150187, output_fired_time: 0.3148383498, propagate_forward_time: 18.5542068481, propagate_backward_time: 28.3386020660, weight_update_time: 0.1326079071, other_time: 2.1834697723
epoch time: 4.2234845161s, input_fired_time: 0.0427798443, output_fired_time: 0.0000000000, propagate_forward_time: 3.7852416039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954629898
validation[          , genome  3346] predictions:    9535/  10000 (95.35%), best:    9577/10000 (95.77%), error:      1496.22888, best error:      1422.78198 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.8788642883s, input_fired_time: 0.3175320625, output_fired_time: 0.3147063851, propagate_forward_time: 18.6416282654, propagate_backward_time: 28.4418964386, weight_update_time: 0.1303627938, other_time: 2.1631031036
epoch time: 4.0323071480s, input_fired_time: 0.0391444676, output_fired_time: 0.0000000000, propagate_forward_time: 3.6109647751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821978569
validation[          , genome  3346] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1408.56238, best error:      1408.56238 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.5260963440s, input_fired_time: 0.3174343407, output_fired_time: 0.3128833175, propagate_forward_time: 18.5088043213, propagate_backward_time: 28.2184505463, weight_update_time: 0.1291852891, other_time: 2.1685237885
epoch time: 3.9185266495s, input_fired_time: 0.0390296429, output_fired_time: 0.0000000000, propagate_forward_time: 3.5098278522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696691990
validation[          , genome  3346] predictions:    9552/  10000 (95.52%), best:    9579/10000 (95.79%), error:      1435.77954, best error:      1408.56238 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.9182472229s, input_fired_time: 0.3139708340, output_fired_time: 0.3114332259, propagate_forward_time: 18.2500076294, propagate_backward_time: 27.8899402618, weight_update_time: 0.1277162731, other_time: 2.1528949738
epoch time: 3.6134366989s, input_fired_time: 0.0363407023, output_fired_time: 0.0000000000, propagate_forward_time: 3.2280442715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490517139
validation[          , genome  3346] predictions:    9567/  10000 (95.67%), best:    9579/10000 (95.79%), error:      1465.77734, best error:      1408.56238 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 49.3290023804s, input_fired_time: 0.3159741759, output_fired_time: 0.3129741848, propagate_forward_time: 18.3772125244, propagate_backward_time: 28.1752605438, weight_update_time: 0.1279953122, other_time: 2.1475811005
epoch time: 4.2589249611s, input_fired_time: 0.0410529412, output_fired_time: 0.0000000000, propagate_forward_time: 3.8237879276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940842152
validation[          , genome  3346] predictions:    9554/  10000 (95.54%), best:    9579/10000 (95.79%), error:      1452.40149, best error:      1408.56238 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 49.6479644775s, input_fired_time: 0.3177784681, output_fired_time: 0.3145579100, propagate_forward_time: 18.5249099731, propagate_backward_time: 28.3319873810, weight_update_time: 0.1310831159, other_time: 2.1587314606
epoch time: 4.0036711693s, input_fired_time: 0.0389396846, output_fired_time: 0.0000000000, propagate_forward_time: 3.5927309990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720004559
validation[          , genome  3346] predictions:    9568/  10000 (95.68%), best:    9579/10000 (95.79%), error:      1411.55615, best error:      1408.56238 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 49.7307205200s, input_fired_time: 0.3175562024, output_fired_time: 0.3139304221, propagate_forward_time: 18.6050224304, propagate_backward_time: 28.3181877136, weight_update_time: 0.1317015737, other_time: 2.1760253906
epoch time: 4.1449670792s, input_fired_time: 0.0396168306, output_fired_time: 0.0000000000, propagate_forward_time: 3.7231192589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822307587
validation[          , genome  3346] predictions:    9568/  10000 (95.68%), best:    9579/10000 (95.79%), error:      1432.02136, best error:      1408.56238 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.7331695557s, input_fired_time: 0.3213015795, output_fired_time: 0.3129774928, propagate_forward_time: 18.5819053650, propagate_backward_time: 28.3654994965, weight_update_time: 0.1299238205, other_time: 2.1514873505
epoch time: 4.2048950195s, input_fired_time: 0.0408384055, output_fired_time: 0.0000000000, propagate_forward_time: 3.7810428143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830139637
validation[          , genome  3346] predictions:    9541/  10000 (95.41%), best:    9579/10000 (95.79%), error:      1506.88696, best error:      1408.56238 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 50.3795051575s, input_fired_time: 0.3200147152, output_fired_time: 0.3207110167, propagate_forward_time: 18.8082828522, propagate_backward_time: 28.7294578552, weight_update_time: 0.1332619935, other_time: 2.2010402679
epoch time: 4.1050095558s, input_fired_time: 0.0405930690, output_fired_time: 0.0000000000, propagate_forward_time: 3.6843962669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800201416
validation[          , genome  3346] predictions:    9537/  10000 (95.37%), best:    9579/10000 (95.79%), error:      1513.05859, best error:      1408.56238 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 49.2823944092s, input_fired_time: 0.3155477941, output_fired_time: 0.3127992153, propagate_forward_time: 18.4535179138, propagate_backward_time: 28.0587596893, weight_update_time: 0.1311725676, other_time: 2.1417713165
epoch time: 4.0861225128s, input_fired_time: 0.0410271436, output_fired_time: 0.0000000000, propagate_forward_time: 3.6579742432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871212006
validation[          , genome  3346] predictions:    9541/  10000 (95.41%), best:    9579/10000 (95.79%), error:      1521.17542, best error:      1408.56238 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 49.3486557007s, input_fired_time: 0.3183770180, output_fired_time: 0.3125295937, propagate_forward_time: 18.4066047668, propagate_backward_time: 28.1478309631, weight_update_time: 0.1290478259, other_time: 2.1633110046
epoch time: 4.1651406288s, input_fired_time: 0.0417527780, output_fired_time: 0.0000000000, propagate_forward_time: 3.7277765274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956112862
validation[          , genome  3346] predictions:    9556/  10000 (95.56%), best:    9579/10000 (95.79%), error:      1444.74011, best error:      1408.56238 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.5595092773s, input_fired_time: 0.3204630613, output_fired_time: 0.3201969862, propagate_forward_time: 18.8582286835, propagate_backward_time: 28.8678855896, weight_update_time: 0.1329636127, other_time: 2.1927356720
epoch time: 3.9845240116s, input_fired_time: 0.0389396809, output_fired_time: 0.0000000000, propagate_forward_time: 3.5718317032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737525940
validation[          , genome  3346] predictions:    9509/  10000 (95.09%), best:    9579/10000 (95.79%), error:      1650.97229, best error:      1408.56238 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.3772583008s, input_fired_time: 0.3170257211, output_fired_time: 0.3137987852, propagate_forward_time: 18.4556751251, propagate_backward_time: 28.1288070679, weight_update_time: 0.1285299957, other_time: 2.1619548798
epoch time: 4.0586171150s, input_fired_time: 0.0393906347, output_fired_time: 0.0000000000, propagate_forward_time: 3.6374895573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817369938
validation[          , genome  3346] predictions:    9566/  10000 (95.66%), best:    9579/10000 (95.79%), error:      1469.48975, best error:      1408.56238 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.3271102905s, input_fired_time: 0.3224652410, output_fired_time: 0.3172269762, propagate_forward_time: 18.7866077423, propagate_backward_time: 28.6985244751, weight_update_time: 0.1319637001, other_time: 2.2022876740
epoch time: 4.1537070274s, input_fired_time: 0.0404011980, output_fired_time: 0.0000000000, propagate_forward_time: 3.7278337479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854722977
validation[          , genome  3346] predictions:    9544/  10000 (95.44%), best:    9579/10000 (95.79%), error:      1475.10571, best error:      1408.56238 on epoch:    88, 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: 20.9261054993s, input_fired_time: 0.2044417560, output_fired_time: 0.0000000000, propagate_forward_time: 18.7075977325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0140666962
best training[          , genome  3346] predictions:   48618/  50000 (97.24%), best:    9579/10000 (95.79%), error:      5043.53564, best error:      1408.56238 on epoch:    88, 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: 4.1541905403s, input_fired_time: 0.0391796269, output_fired_time: 0.0000000000, propagate_forward_time: 3.7339437008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810670376
   testing[          , genome  3346] predictions:    9646/  10000 (96.46%), best:    9579/10000 (95.79%), error:      1259.54565, best error:      1408.56238 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:56:21 (4936): called boinc_finish(0)

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