Nameexact_genome_1512568488_44_6504_1
Workunit2603872
Created7 Dec 2017, 20:16:39 UTC
Sent7 Dec 2017, 20:22:03 UTC
Report deadline13 Dec 2017, 9:33:54 UTC
Received8 Dec 2017, 22:40:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57926
Run time1 hours 38 min 31 sec
CPU time1 hours 35 min 11 sec
Validate stateValid
Credit1,387.48
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.12 MB
Peak swap size158.75 MB
Peak disk usage1.84 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.2125016302, output_fired_time: 0.0000000000, propagate_forward_time: 3.3020427227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8240306377
validation[          , genome  6504] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1008.63336, best error:      1008.63336 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.4237747192s, input_fired_time: 1.4811005592, output_fired_time: 1.2980041504, propagate_forward_time: 16.7925891876, propagate_backward_time: 27.4757499695, weight_update_time: 0.1829465628, other_time: 4.3763294220
epoch time: 4.0034728050s, input_fired_time: 0.1737459302, output_fired_time: 0.0000000000, propagate_forward_time: 3.1171479225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7125790119
validation[          , genome  6504] predictions:    9668/  10000 (96.68%), best:    9695/10000 (96.95%), error:      1063.36047, best error:      1008.63336 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.1927528381s, input_fired_time: 1.4378995895, output_fired_time: 1.2826002836, propagate_forward_time: 16.3890686035, propagate_backward_time: 26.7751197815, weight_update_time: 0.1789861768, other_time: 4.3080635071
epoch time: 4.3365035057s, input_fired_time: 0.2019501776, output_fired_time: 0.0000000000, propagate_forward_time: 3.3350148201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7995386124
validation[          , genome  6504] predictions:    9681/  10000 (96.81%), best:    9695/10000 (96.95%), error:      1076.53882, best error:      1008.63336 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.7576065063s, input_fired_time: 1.5239316225, output_fired_time: 1.3006321192, propagate_forward_time: 16.8589820862, propagate_backward_time: 27.6850738525, weight_update_time: 0.1794209182, other_time: 4.3889846802
epoch time: 4.4101700783s, input_fired_time: 0.2078332901, output_fired_time: 0.0000000000, propagate_forward_time: 3.3828604221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8194763660
validation[          , genome  6504] predictions:    9693/  10000 (96.93%), best:    9695/10000 (96.95%), error:      1018.09137, best error:      1008.63336 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.1415519714s, input_fired_time: 1.4970035553, output_fired_time: 1.2688832283, propagate_forward_time: 16.6861896515, propagate_backward_time: 27.3827457428, weight_update_time: 0.1808051467, other_time: 4.3067283630
epoch time: 4.3747558594s, input_fired_time: 0.2131029814, output_fired_time: 0.0000000000, propagate_forward_time: 3.3433637619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8182892799
validation[          , genome  6504] predictions:    9697/  10000 (96.97%), best:    9695/10000 (96.95%), error:      1018.59912, best error:      1008.63336 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.8317413330s, input_fired_time: 1.5328794718, output_fired_time: 1.3172404766, propagate_forward_time: 16.8364429474, propagate_backward_time: 27.6871547699, weight_update_time: 0.1839015186, other_time: 4.4580249786
epoch time: 4.3253870010s, input_fired_time: 0.1979983598, output_fired_time: 0.0000000000, propagate_forward_time: 3.3401665688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7872219086
validation[          , genome  6504] predictions:    9679/  10000 (96.79%), best:    9695/10000 (96.95%), error:      1081.76062, best error:      1008.63336 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.0547103882s, input_fired_time: 1.4913305044, output_fired_time: 1.2813740969, propagate_forward_time: 16.6205272675, propagate_backward_time: 27.2427177429, weight_update_time: 0.1820837110, other_time: 4.4187602997
epoch time: 4.3627271652s, input_fired_time: 0.2073989660, output_fired_time: 0.0000000000, propagate_forward_time: 3.3356244564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8197038174
validation[          , genome  6504] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1043.07556, best error:      1008.63336 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.9950561523s, input_fired_time: 1.5251348019, output_fired_time: 1.3236384392, propagate_forward_time: 16.8387889862, propagate_backward_time: 27.8631114960, weight_update_time: 0.1850843281, other_time: 4.4443836212
epoch time: 4.3829259872s, input_fired_time: 0.1992605180, output_fired_time: 0.0000000000, propagate_forward_time: 3.3548836708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8287816048
validation[          , genome  6504] predictions:    9669/  10000 (96.69%), best:    9695/10000 (96.95%), error:      1093.39746, best error:      1008.63336 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.0096549988s, input_fired_time: 1.5412228107, output_fired_time: 1.3216454983, propagate_forward_time: 16.8175125122, propagate_backward_time: 27.8088531494, weight_update_time: 0.1854872406, other_time: 4.5204238892
epoch time: 4.3724460602s, input_fired_time: 0.2101736069, output_fired_time: 0.0000000000, propagate_forward_time: 3.3541970253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8080754280
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       934.38593, best error:       934.38593 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.9670028687s, input_fired_time: 1.5284830332, output_fired_time: 1.3158309460, propagate_forward_time: 16.9216098785, propagate_backward_time: 27.7637596130, weight_update_time: 0.1831646413, other_time: 4.4373207092
epoch time: 4.4125933647s, input_fired_time: 0.2106230855, output_fired_time: 0.0000000000, propagate_forward_time: 3.3631577492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8388123512
validation[          , genome  6504] predictions:    9673/  10000 (96.73%), best:    9714/10000 (97.14%), error:      1063.44421, best error:       934.38593 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 49.3864440918s, input_fired_time: 1.3752001524, output_fired_time: 1.2589405775, propagate_forward_time: 16.1569404602, propagate_backward_time: 26.3207912445, weight_update_time: 0.1752293855, other_time: 4.2745723724
epoch time: 4.3430705070s, input_fired_time: 0.2026208788, output_fired_time: 0.0000000000, propagate_forward_time: 3.3636775017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7767720222
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9714/10000 (97.14%), error:       981.19427, best error:       934.38593 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.1255607605s, input_fired_time: 1.5352684259, output_fired_time: 1.3309614658, propagate_forward_time: 16.9454097748, propagate_backward_time: 27.8877601624, weight_update_time: 0.1802640259, other_time: 4.4261589050
epoch time: 4.3897576332s, input_fired_time: 0.2098728567, output_fired_time: 0.0000000000, propagate_forward_time: 3.3749141693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8049707413
validation[          , genome  6504] predictions:    9721/  10000 (97.21%), best:    9714/10000 (97.14%), error:       946.09174, best error:       934.38593 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.0277366638s, input_fired_time: 1.5218784809, output_fired_time: 1.3157622814, propagate_forward_time: 16.9140434265, propagate_backward_time: 27.7880706787, weight_update_time: 0.1876670718, other_time: 4.4879837036
epoch time: 4.4332203865s, input_fired_time: 0.2203007936, output_fired_time: 0.0000000000, propagate_forward_time: 3.3774225712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8354971409
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:       974.50787, best error:       934.38593 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.8187522888s, input_fired_time: 1.5240045786, output_fired_time: 1.3021273613, propagate_forward_time: 16.8516941071, propagate_backward_time: 27.7844791412, weight_update_time: 0.1799531132, other_time: 4.3564434052
epoch time: 4.3918809891s, input_fired_time: 0.2133185714, output_fired_time: 0.0000000000, propagate_forward_time: 3.3674161434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8111464977
validation[          , genome  6504] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       887.58527, best error:       887.58527 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.5255737305s, input_fired_time: 1.4876890182, output_fired_time: 1.2981655598, propagate_forward_time: 16.6927890778, propagate_backward_time: 27.6277008057, weight_update_time: 0.1816468388, other_time: 4.4192276001
epoch time: 4.4141659737s, input_fired_time: 0.2210019231, output_fired_time: 0.0000000000, propagate_forward_time: 3.3772904873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8158733845
validation[          , genome  6504] predictions:    9718/  10000 (97.18%), best:    9735/10000 (97.35%), error:       945.57941, best error:       887.58527 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.7830657959s, input_fired_time: 1.5069458485, output_fired_time: 1.2929852009, propagate_forward_time: 16.8900203705, propagate_backward_time: 27.6362648010, weight_update_time: 0.1860485673, other_time: 4.4568519592
epoch time: 4.4494109154s, input_fired_time: 0.2217744887, output_fired_time: 0.0000000000, propagate_forward_time: 3.3695623875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8580739498
validation[          , genome  6504] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:       981.23694, best error:       887.58527 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.7333412170s, input_fired_time: 1.5094541311, output_fired_time: 1.2982943058, propagate_forward_time: 16.8091545105, propagate_backward_time: 27.6492290497, weight_update_time: 0.1838521510, other_time: 4.4672107697
epoch time: 3.9326477051s, input_fired_time: 0.1535992175, output_fired_time: 0.0000000000, propagate_forward_time: 3.1553971767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236512661
validation[          , genome  6504] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       941.25623, best error:       887.58527 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.1146125793s, input_fired_time: 1.7623723745, output_fired_time: 1.4669717550, propagate_forward_time: 20.6488723755, propagate_backward_time: 33.9763526917, weight_update_time: 0.1825436056, other_time: 5.2600440979
epoch time: 4.5816893578s, input_fired_time: 0.2561689019, output_fired_time: 0.0000000000, propagate_forward_time: 3.4053370953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9201834202
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       949.86859, best error:       887.58527 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.8749656677s, input_fired_time: 1.7499648333, output_fired_time: 1.4716900587, propagate_forward_time: 17.2072753906, propagate_backward_time: 28.2788581848, weight_update_time: 0.2046422362, other_time: 5.1671752930
epoch time: 4.6642026901s, input_fired_time: 0.2547033727, output_fired_time: 0.0000000000, propagate_forward_time: 3.4683072567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9411919117
validation[          , genome  6504] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       942.52515, best error:       887.58527 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 54.0616531372s, input_fired_time: 1.7543152571, output_fired_time: 1.4852789640, propagate_forward_time: 17.2885055542, propagate_backward_time: 28.4093360901, weight_update_time: 0.2156929821, other_time: 5.1242179871
epoch time: 4.5895323753s, input_fired_time: 0.2500458956, output_fired_time: 0.0000000000, propagate_forward_time: 3.4611074924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8783791065
validation[          , genome  6504] predictions:    9736/  10000 (97.36%), best:    9735/10000 (97.35%), error:       892.59442, best error:       887.58527 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.8083190918s, input_fired_time: 1.7754023075, output_fired_time: 1.4759386778, propagate_forward_time: 17.1627540588, propagate_backward_time: 28.1981449127, weight_update_time: 0.2085982114, other_time: 5.1960811615
epoch time: 4.5911540985s, input_fired_time: 0.2435178459, output_fired_time: 0.0000000000, propagate_forward_time: 3.4207239151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9269123077
validation[          , genome  6504] predictions:    9708/  10000 (97.08%), best:    9735/10000 (97.35%), error:       943.39716, best error:       887.58527 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 54.0723419189s, input_fired_time: 1.7366108894, output_fired_time: 1.4977729321, propagate_forward_time: 17.2346611023, propagate_backward_time: 28.4304504395, weight_update_time: 0.2152799964, other_time: 5.1728477478
epoch time: 4.5938606262s, input_fired_time: 0.2476374805, output_fired_time: 0.0000000000, propagate_forward_time: 3.4153897762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9308335781
validation[          , genome  6504] predictions:    9681/  10000 (96.81%), best:    9735/10000 (97.35%), error:      1045.98132, best error:       887.58527 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.7795944214s, input_fired_time: 1.7416508198, output_fired_time: 1.4897596836, propagate_forward_time: 17.1609668732, propagate_backward_time: 28.2621154785, weight_update_time: 0.2096990794, other_time: 5.1250991821
epoch time: 4.5712881088s, input_fired_time: 0.2595901489, output_fired_time: 0.0000000000, propagate_forward_time: 3.4168753624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8948225975
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9735/10000 (97.35%), error:       916.77209, best error:       887.58527 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.9935340881s, input_fired_time: 1.7381639481, output_fired_time: 1.5194571018, propagate_forward_time: 17.1693954468, propagate_backward_time: 28.3933677673, weight_update_time: 0.2177689224, other_time: 5.1731491089
epoch time: 4.5263934135s, input_fired_time: 0.2543782294, output_fired_time: 0.0000000000, propagate_forward_time: 3.3980448246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8739702702
validation[          , genome  6504] predictions:    9708/  10000 (97.08%), best:    9735/10000 (97.35%), error:       964.30377, best error:       887.58527 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.7778854370s, input_fired_time: 1.7409776449, output_fired_time: 1.5131027699, propagate_forward_time: 17.1360645294, propagate_backward_time: 28.2190761566, weight_update_time: 0.2183003277, other_time: 5.1686649323
epoch time: 4.6065721512s, input_fired_time: 0.2639376223, output_fired_time: 0.0000000000, propagate_forward_time: 3.4244687557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9181659222
validation[          , genome  6504] predictions:    9730/  10000 (97.30%), best:    9735/10000 (97.35%), error:       937.48566, best error:       887.58527 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 55.1920890808s, input_fired_time: 1.7826578617, output_fired_time: 1.4747408628, propagate_forward_time: 17.6065883636, propagate_backward_time: 29.0600757599, weight_update_time: 0.2044382095, other_time: 5.2680263519
epoch time: 6.9678869247s, input_fired_time: 0.4106305242, output_fired_time: 0.0000000000, propagate_forward_time: 5.1315970421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4256591797
validation[          , genome  6504] predictions:    9684/  10000 (96.84%), best:    9735/10000 (97.35%), error:      1040.40405, best error:       887.58527 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.6530380249s, input_fired_time: 1.9940768480, output_fired_time: 1.6210223436, propagate_forward_time: 18.9375705719, propagate_backward_time: 31.5046749115, weight_update_time: 0.2157119960, other_time: 5.5956974030
epoch time: 4.5787301064s, input_fired_time: 0.2487725616, output_fired_time: 0.0000000000, propagate_forward_time: 3.4311628342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8987946510
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9735/10000 (97.35%), error:       950.21808, best error:       887.58527 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.1513214111s, input_fired_time: 1.7351073027, output_fired_time: 1.5013651848, propagate_forward_time: 17.2256717682, propagate_backward_time: 28.4221782684, weight_update_time: 0.2138359696, other_time: 5.2670001984
epoch time: 4.6254458427s, input_fired_time: 0.2448467016, output_fired_time: 0.0000000000, propagate_forward_time: 3.4804246426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9001743793
validation[          , genome  6504] predictions:    9704/  10000 (97.04%), best:    9735/10000 (97.35%), error:       970.14069, best error:       887.58527 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.3260345459s, input_fired_time: 1.7528111935, output_fired_time: 1.5066052675, propagate_forward_time: 17.2801513672, propagate_backward_time: 28.5861053467, weight_update_time: 0.2082371116, other_time: 5.2003593445
epoch time: 4.5911526680s, input_fired_time: 0.2453187853, output_fired_time: 0.0000000000, propagate_forward_time: 3.4241812229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9216525555
validation[          , genome  6504] predictions:    9687/  10000 (96.87%), best:    9735/10000 (97.35%), error:      1046.40186, best error:       887.58527 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 54.3034973145s, input_fired_time: 1.7462816238, output_fired_time: 1.5109137297, propagate_forward_time: 17.3189277649, propagate_backward_time: 28.5188579559, weight_update_time: 0.2034760714, other_time: 5.2085170746
epoch time: 4.6383423805s, input_fired_time: 0.2623627484, output_fired_time: 0.0000000000, propagate_forward_time: 3.4710948467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9048845768
validation[          , genome  6504] predictions:    9689/  10000 (96.89%), best:    9735/10000 (97.35%), error:      1038.88269, best error:       887.58527 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.5134506226s, input_fired_time: 1.7691380978, output_fired_time: 1.5008635521, propagate_forward_time: 17.3921985626, propagate_backward_time: 28.6016864777, weight_update_time: 0.2189070582, other_time: 5.2495632172
epoch time: 4.6463212967s, input_fired_time: 0.2603817284, output_fired_time: 0.0000000000, propagate_forward_time: 3.4542679787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9316716194
validation[          , genome  6504] predictions:    9731/  10000 (97.31%), best:    9735/10000 (97.35%), error:       890.94116, best error:       887.58527 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.8506469727s, input_fired_time: 1.7625299692, output_fired_time: 1.4788817167, propagate_forward_time: 17.1473865509, propagate_backward_time: 28.2559070587, weight_update_time: 0.2028550655, other_time: 5.2059383392
epoch time: 4.7359132767s, input_fired_time: 0.2467471510, output_fired_time: 0.0000000000, propagate_forward_time: 3.5528936386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9362726212
validation[          , genome  6504] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       854.43610, best error:       854.43610 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.8925895691s, input_fired_time: 1.7475482225, output_fired_time: 1.5052762032, propagate_forward_time: 17.1485767365, propagate_backward_time: 28.3024730682, weight_update_time: 0.2061850429, other_time: 5.1887149811
epoch time: 4.5940752029s, input_fired_time: 0.2423570901, output_fired_time: 0.0000000000, propagate_forward_time: 3.4039535522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9477643967
validation[          , genome  6504] predictions:    9679/  10000 (96.79%), best:    9740/10000 (97.40%), error:      1055.91687, best error:       854.43610 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.7100448608s, input_fired_time: 1.7400703430, output_fired_time: 1.4817180634, propagate_forward_time: 17.0723266602, propagate_backward_time: 28.3527183533, weight_update_time: 0.2052600980, other_time: 5.0632133484
epoch time: 4.5023055077s, input_fired_time: 0.2456789911, output_fired_time: 0.0000000000, propagate_forward_time: 3.3750040531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8816225529
validation[          , genome  6504] predictions:    9723/  10000 (97.23%), best:    9740/10000 (97.40%), error:       910.27124, best error:       854.43610 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.8354911804s, input_fired_time: 1.7451539040, output_fired_time: 1.4920674562, propagate_forward_time: 17.1359272003, propagate_backward_time: 28.2776374817, weight_update_time: 0.2083418518, other_time: 5.1847038269
epoch time: 4.5103836060s, input_fired_time: 0.2491527200, output_fired_time: 0.0000000000, propagate_forward_time: 3.3916547298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8695762157
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       843.27808, best error:       843.27808 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.8400497437s, input_fired_time: 1.7647113800, output_fired_time: 1.4695430994, propagate_forward_time: 17.1631450653, propagate_backward_time: 28.2439002991, weight_update_time: 0.2079007477, other_time: 5.1987495422
epoch time: 4.4170422554s, input_fired_time: 0.2329344302, output_fired_time: 0.0000000000, propagate_forward_time: 3.3482532501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8358545303
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       891.52570, best error:       843.27808 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.8513107300s, input_fired_time: 1.7612277269, output_fired_time: 1.5017400980, propagate_forward_time: 17.0959396362, propagate_backward_time: 28.3438415527, weight_update_time: 0.2059345841, other_time: 5.1485633850
epoch time: 4.5791459084s, input_fired_time: 0.2441994548, output_fired_time: 0.0000000000, propagate_forward_time: 3.4299850464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9049615860
validation[          , genome  6504] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       947.17859, best error:       843.27808 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.6908340454s, input_fired_time: 1.7363650799, output_fired_time: 1.5095180273, propagate_forward_time: 17.0591564178, propagate_backward_time: 28.2235221863, weight_update_time: 0.2079290748, other_time: 5.1622734070
epoch time: 4.5490684509s, input_fired_time: 0.2478418201, output_fired_time: 0.0000000000, propagate_forward_time: 3.4208207130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8804059029
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       945.19922, best error:       843.27808 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.5861244202s, input_fired_time: 1.6906108856, output_fired_time: 1.4287827015, propagate_forward_time: 16.8249359131, propagate_backward_time: 27.6403255463, weight_update_time: 0.2045074701, other_time: 5.0014705658
epoch time: 4.5760288239s, input_fired_time: 0.2520246506, output_fired_time: 0.0000000000, propagate_forward_time: 3.4172761440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9067280293
validation[          , genome  6504] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       891.50861, best error:       843.27808 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.9784927368s, input_fired_time: 1.7527867556, output_fired_time: 1.4900881052, propagate_forward_time: 17.1622028351, propagate_backward_time: 28.3514251709, weight_update_time: 0.2050914317, other_time: 5.2219848633
epoch time: 4.5897822380s, input_fired_time: 0.2486802340, output_fired_time: 0.0000000000, propagate_forward_time: 3.4024305344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9386715889
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       905.50452, best error:       843.27808 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.0277481079s, input_fired_time: 1.7678424120, output_fired_time: 1.5170981884, propagate_forward_time: 17.1642417908, propagate_backward_time: 28.4188079834, weight_update_time: 0.2102730870, other_time: 5.1597595215
epoch time: 4.6180734634s, input_fired_time: 0.2578373551, output_fired_time: 0.0000000000, propagate_forward_time: 3.4292950630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9309411049
validation[          , genome  6504] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       788.88153, best error:       788.88153 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 54.1351127625s, input_fired_time: 1.7816175222, output_fired_time: 1.5116035938, propagate_forward_time: 17.2621612549, propagate_backward_time: 28.3353080750, weight_update_time: 0.2074261606, other_time: 5.2444229126
epoch time: 4.6102557182s, input_fired_time: 0.2552933097, output_fired_time: 0.0000000000, propagate_forward_time: 3.4374830723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9174792767
validation[          , genome  6504] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       830.01514, best error:       788.88153 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.4517745972s, input_fired_time: 1.7837789059, output_fired_time: 1.5192933083, propagate_forward_time: 17.3796653748, propagate_backward_time: 28.5183620453, weight_update_time: 0.2090156525, other_time: 5.2506732941
epoch time: 4.5984935760s, input_fired_time: 0.2560607493, output_fired_time: 0.0000000000, propagate_forward_time: 3.4313633442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9110696316
validation[          , genome  6504] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       873.05804, best error:       788.88153 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.2524604797s, input_fired_time: 1.7716509104, output_fired_time: 1.4946370125, propagate_forward_time: 17.2590751648, propagate_backward_time: 28.4680118561, weight_update_time: 0.2107247412, other_time: 5.2590847015
epoch time: 4.5917320251s, input_fired_time: 0.2562670112, output_fired_time: 0.0000000000, propagate_forward_time: 3.4063091278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9291558266
validation[          , genome  6504] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       832.31256, best error:       788.88153 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.4703865051s, input_fired_time: 1.7380573750, output_fired_time: 1.4718879461, propagate_forward_time: 17.1410923004, propagate_backward_time: 28.0565166473, weight_update_time: 0.2029881924, other_time: 5.0628299713
epoch time: 4.6231570244s, input_fired_time: 0.2518472075, output_fired_time: 0.0000000000, propagate_forward_time: 3.4380016327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9333081245
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       869.83148, best error:       788.88153 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.4057846069s, input_fired_time: 1.7891943455, output_fired_time: 1.5289187431, propagate_forward_time: 17.3200397491, propagate_backward_time: 28.4573326111, weight_update_time: 0.2105117887, other_time: 5.3102989197
epoch time: 4.5881624222s, input_fired_time: 0.2548446357, output_fired_time: 0.0000000000, propagate_forward_time: 3.4252460003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9080717564
validation[          , genome  6504] predictions:    9725/  10000 (97.25%), best:    9756/10000 (97.56%), error:       895.21765, best error:       788.88153 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 54.1946868896s, input_fired_time: 1.7819066048, output_fired_time: 1.5333826542, propagate_forward_time: 17.1930427551, propagate_backward_time: 28.4231414795, weight_update_time: 0.2167323679, other_time: 5.2632141113
epoch time: 4.5935811996s, input_fired_time: 0.2538332641, output_fired_time: 0.0000000000, propagate_forward_time: 3.4258797169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9138681889
validation[          , genome  6504] predictions:    9719/  10000 (97.19%), best:    9756/10000 (97.56%), error:       887.80121, best error:       788.88153 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 54.2054519653s, input_fired_time: 1.7918940783, output_fired_time: 1.5245782137, propagate_forward_time: 17.2749862671, propagate_backward_time: 28.3969573975, weight_update_time: 0.2072271556, other_time: 5.2170372009
epoch time: 4.5976939201s, input_fired_time: 0.2586176991, output_fired_time: 0.0000000000, propagate_forward_time: 3.4323434830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9067325592
validation[          , genome  6504] predictions:    9727/  10000 (97.27%), best:    9756/10000 (97.56%), error:       891.62189, best error:       788.88153 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.2399711609s, input_fired_time: 1.7903233767, output_fired_time: 1.4955868721, propagate_forward_time: 17.2631664276, propagate_backward_time: 28.4318294525, weight_update_time: 0.2086876035, other_time: 5.2590656281
epoch time: 4.6311292648s, input_fired_time: 0.2502861321, output_fired_time: 0.0000000000, propagate_forward_time: 3.4291129112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9517302513
validation[          , genome  6504] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       918.92371, best error:       788.88153 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.9694747925s, input_fired_time: 1.7961895466, output_fired_time: 1.5161315203, propagate_forward_time: 17.1911563873, propagate_backward_time: 28.2471828461, weight_update_time: 0.2083674520, other_time: 5.2188129425
epoch time: 4.5878562927s, input_fired_time: 0.2555908859, output_fired_time: 0.0000000000, propagate_forward_time: 3.4203398228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9119255543
validation[          , genome  6504] predictions:    9648/  10000 (96.48%), best:    9756/10000 (97.56%), error:      1071.74707, best error:       788.88153 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.1721382141s, input_fired_time: 1.7714008093, output_fired_time: 1.5242778063, propagate_forward_time: 17.2576828003, propagate_backward_time: 28.4149761200, weight_update_time: 0.2133429199, other_time: 5.2038021088
epoch time: 4.6347208023s, input_fired_time: 0.2524851859, output_fired_time: 0.0000000000, propagate_forward_time: 3.4456341267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9366014004
validation[          , genome  6504] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       851.74072, best error:       788.88153 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 54.3159217834s, input_fired_time: 1.8231434822, output_fired_time: 1.5270850658, propagate_forward_time: 17.2156753540, propagate_backward_time: 28.4163513184, weight_update_time: 0.2150146365, other_time: 5.3336677551
epoch time: 4.5984296799s, input_fired_time: 0.2563234568, output_fired_time: 0.0000000000, propagate_forward_time: 3.4289014339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9132049084
validation[          , genome  6504] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       913.10193, best error:       788.88153 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 54.2926101685s, input_fired_time: 1.7935874462, output_fired_time: 1.4787433147, propagate_forward_time: 17.2968730927, propagate_backward_time: 28.4847736359, weight_update_time: 0.2109566927, other_time: 5.2386302948
epoch time: 4.6248931885s, input_fired_time: 0.2554825544, output_fired_time: 0.0000000000, propagate_forward_time: 3.4236185551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9457919598
validation[          , genome  6504] predictions:    9710/  10000 (97.10%), best:    9756/10000 (97.56%), error:       937.54236, best error:       788.88153 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 54.2239952087s, input_fired_time: 1.7832753658, output_fired_time: 1.5118415356, propagate_forward_time: 17.2868976593, propagate_backward_time: 28.4666805267, weight_update_time: 0.2052305490, other_time: 5.1753025055
epoch time: 4.6259503365s, input_fired_time: 0.2595581710, output_fired_time: 0.0000000000, propagate_forward_time: 3.4340705872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9323215485
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       881.08423, best error:       788.88153 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.0052566528s, input_fired_time: 1.7773011923, output_fired_time: 1.5108557940, propagate_forward_time: 17.2604007721, propagate_backward_time: 28.2914905548, weight_update_time: 0.2075254023, other_time: 5.1652050018
epoch time: 4.6281795502s, input_fired_time: 0.2517117858, output_fired_time: 0.0000000000, propagate_forward_time: 3.4381363392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9383313656
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       900.75616, best error:       788.88153 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.2333106995s, input_fired_time: 1.7965728045, output_fired_time: 1.5454021692, propagate_forward_time: 17.2125759125, propagate_backward_time: 28.4562549591, weight_update_time: 0.2071652859, other_time: 5.2225017548
epoch time: 4.6298403740s, input_fired_time: 0.2523078322, output_fired_time: 0.0000000000, propagate_forward_time: 3.4422380924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9352943897
validation[          , genome  6504] predictions:    9726/  10000 (97.26%), best:    9756/10000 (97.56%), error:       922.85443, best error:       788.88153 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.2435150146s, input_fired_time: 1.7928189039, output_fired_time: 1.5195089579, propagate_forward_time: 17.2402019501, propagate_backward_time: 28.4474239349, weight_update_time: 0.2158309817, other_time: 5.2435626984
epoch time: 4.6092720032s, input_fired_time: 0.2658084333, output_fired_time: 0.0000000000, propagate_forward_time: 3.4177834988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9256799221
validation[          , genome  6504] predictions:    9705/  10000 (97.05%), best:    9756/10000 (97.56%), error:       984.50134, best error:       788.88153 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 54.1277809143s, input_fired_time: 1.7831006050, output_fired_time: 1.5073474646, propagate_forward_time: 17.2483177185, propagate_backward_time: 28.4472370148, weight_update_time: 0.2102947682, other_time: 5.1417789459
epoch time: 4.5913648605s, input_fired_time: 0.2489066720, output_fired_time: 0.0000000000, propagate_forward_time: 3.4228055477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9196527004
validation[          , genome  6504] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       909.54492, best error:       788.88153 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.5268211365s, input_fired_time: 1.7473446131, output_fired_time: 1.4691891670, propagate_forward_time: 17.0880661011, propagate_backward_time: 28.1237983704, weight_update_time: 0.2087850422, other_time: 5.0984230042
epoch time: 4.6346244812s, input_fired_time: 0.2524191439, output_fired_time: 0.0000000000, propagate_forward_time: 3.4456994534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9365060329
validation[          , genome  6504] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       889.62671, best error:       788.88153 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.2808761597s, input_fired_time: 1.8127162457, output_fired_time: 1.5176401138, propagate_forward_time: 17.2567310333, propagate_backward_time: 28.3789005280, weight_update_time: 0.2101766914, other_time: 5.3148860931
epoch time: 4.5856404305s, input_fired_time: 0.2542181909, output_fired_time: 0.0000000000, propagate_forward_time: 3.4270634651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9043588638
validation[          , genome  6504] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       870.37018, best error:       788.88153 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.1046562195s, input_fired_time: 1.4725961685, output_fired_time: 1.2849173546, propagate_forward_time: 16.2062511444, propagate_backward_time: 26.6336326599, weight_update_time: 0.2021402419, other_time: 4.5072612762
epoch time: 4.5854301453s, input_fired_time: 0.2514930069, output_fired_time: 0.0000000000, propagate_forward_time: 3.4022772312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9316599369
validation[          , genome  6504] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       917.71130, best error:       788.88153 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.4037170410s, input_fired_time: 1.7899402380, output_fired_time: 1.5304168463, propagate_forward_time: 17.3094558716, propagate_backward_time: 28.4553375244, weight_update_time: 0.2140646130, other_time: 5.3185653687
epoch time: 4.6051630974s, input_fired_time: 0.2599250376, output_fired_time: 0.0000000000, propagate_forward_time: 3.4353768826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9098613262
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9756/10000 (97.56%), error:       891.48022, best error:       788.88153 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 54.3757095337s, input_fired_time: 1.7645039558, output_fired_time: 1.5061786175, propagate_forward_time: 17.3436565399, propagate_backward_time: 28.4873447418, weight_update_time: 0.2075304985, other_time: 5.2740230560
epoch time: 4.6143445969s, input_fired_time: 0.2504288852, output_fired_time: 0.0000000000, propagate_forward_time: 3.4233539104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9405620098
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       893.98450, best error:       788.88153 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 54.2941970825s, input_fired_time: 1.7844619751, output_fired_time: 1.5293346643, propagate_forward_time: 17.2489337921, propagate_backward_time: 28.4951515198, weight_update_time: 0.2067621350, other_time: 5.2363166809
epoch time: 4.5720372200s, input_fired_time: 0.2592203915, output_fired_time: 0.0000000000, propagate_forward_time: 3.4122283459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9005882740
validation[          , genome  6504] predictions:    9675/  10000 (96.75%), best:    9756/10000 (97.56%), error:      1062.79187, best error:       788.88153 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 59.1945381165s, input_fired_time: 1.9797042608, output_fired_time: 1.6878973246, propagate_forward_time: 18.8599014282, propagate_backward_time: 31.1277790070, weight_update_time: 0.2085760236, other_time: 5.5392551422
epoch time: 4.6250858307s, input_fired_time: 0.2608754337, output_fired_time: 0.0000000000, propagate_forward_time: 3.4647731781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8994374275
validation[          , genome  6504] predictions:    9697/  10000 (96.97%), best:    9756/10000 (97.56%), error:       994.49921, best error:       788.88153 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.2873611450s, input_fired_time: 1.8045229912, output_fired_time: 1.5323585272, propagate_forward_time: 17.2202777863, propagate_backward_time: 28.4257335663, weight_update_time: 0.2130277157, other_time: 5.3044681549
epoch time: 4.6247859001s, input_fired_time: 0.2599853873, output_fired_time: 0.0000000000, propagate_forward_time: 3.4430601597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9217402935
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       940.25952, best error:       788.88153 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.1537437439s, input_fired_time: 1.7817497253, output_fired_time: 1.5096205473, propagate_forward_time: 17.2023944855, propagate_backward_time: 28.3939857483, weight_update_time: 0.2140533179, other_time: 5.2659950256
epoch time: 4.6273064613s, input_fired_time: 0.2627869844, output_fired_time: 0.0000000000, propagate_forward_time: 3.4290215969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9354979992
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9756/10000 (97.56%), error:       915.36920, best error:       788.88153 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 54.2826156616s, input_fired_time: 1.8072050810, output_fired_time: 1.5491352081, propagate_forward_time: 17.1627483368, propagate_backward_time: 28.4923515320, weight_update_time: 0.2147068083, other_time: 5.2711753845
epoch time: 4.5930151939s, input_fired_time: 0.2628152370, output_fired_time: 0.0000000000, propagate_forward_time: 3.4186415672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9115586281
validation[          , genome  6504] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       879.53387, best error:       788.88153 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 54.1025886536s, input_fired_time: 1.8134896755, output_fired_time: 1.5117495060, propagate_forward_time: 17.1761360168, propagate_backward_time: 28.3757801056, weight_update_time: 0.2054155320, other_time: 5.2254352570
epoch time: 4.6669049263s, input_fired_time: 0.2763688266, output_fired_time: 0.0000000000, propagate_forward_time: 3.4365212917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9540150166
validation[          , genome  6504] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       842.17676, best error:       788.88153 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.2681388855s, input_fired_time: 1.7989684343, output_fired_time: 1.5226321220, propagate_forward_time: 17.2109680176, propagate_backward_time: 28.4596691132, weight_update_time: 0.2080264986, other_time: 5.2758998871
epoch time: 4.5600829124s, input_fired_time: 0.2499558926, output_fired_time: 0.0000000000, propagate_forward_time: 3.4081308842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9019963741
validation[          , genome  6504] predictions:    9716/  10000 (97.16%), best:    9756/10000 (97.56%), error:       935.69244, best error:       788.88153 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 54.3273429871s, input_fired_time: 1.8109840155, output_fired_time: 1.5088948011, propagate_forward_time: 17.2158985138, propagate_backward_time: 28.4736232758, weight_update_time: 0.2098555714, other_time: 5.3179416656
epoch time: 4.6117730141s, input_fired_time: 0.2512173355, output_fired_time: 0.0000000000, propagate_forward_time: 3.4196040630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9409515858
validation[          , genome  6504] predictions:    9713/  10000 (97.13%), best:    9756/10000 (97.56%), error:       956.22864, best error:       788.88153 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.8215866089s, input_fired_time: 1.7591346502, output_fired_time: 1.4936696291, propagate_forward_time: 17.1463985443, propagate_backward_time: 28.1925849915, weight_update_time: 0.2137060314, other_time: 5.2297935486
epoch time: 4.6247754097s, input_fired_time: 0.2556396425, output_fired_time: 0.0000000000, propagate_forward_time: 3.4453706741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9237651825
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       863.36163, best error:       788.88153 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.1983757019s, input_fired_time: 1.7892376184, output_fired_time: 1.5132967234, propagate_forward_time: 17.3107795715, propagate_backward_time: 28.4064064026, weight_update_time: 0.2105903327, other_time: 5.1786537170
epoch time: 4.6362547874s, input_fired_time: 0.2595652044, output_fired_time: 0.0000000000, propagate_forward_time: 3.4377508163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9389386177
validation[          , genome  6504] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       908.00287, best error:       788.88153 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.0747985840s, input_fired_time: 1.8006610870, output_fired_time: 1.5226137638, propagate_forward_time: 17.2496643066, propagate_backward_time: 28.2873439789, weight_update_time: 0.2078603059, other_time: 5.2145175934
epoch time: 4.6829371452s, input_fired_time: 0.2490387857, output_fired_time: 0.0000000000, propagate_forward_time: 3.4904828072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9434156418
validation[          , genome  6504] predictions:    9748/  10000 (97.48%), best:    9756/10000 (97.56%), error:       861.35608, best error:       788.88153 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 54.0669555664s, input_fired_time: 1.7945468426, output_fired_time: 1.5098527670, propagate_forward_time: 17.1538181305, propagate_backward_time: 28.4128170013, weight_update_time: 0.2122752219, other_time: 5.1959171295
epoch time: 4.6498136520s, input_fired_time: 0.2584987283, output_fired_time: 0.0000000000, propagate_forward_time: 3.4387998581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9525151253
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       843.50696, best error:       788.88153 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 54.5267410278s, input_fired_time: 1.8110014200, output_fired_time: 1.5063478947, propagate_forward_time: 17.3164558411, propagate_backward_time: 28.6439628601, weight_update_time: 0.2123370618, other_time: 5.2489738464
epoch time: 4.6053009033s, input_fired_time: 0.2497527450, output_fired_time: 0.0000000000, propagate_forward_time: 3.4149878025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9405605793
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       926.30731, best error:       788.88153 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 54.1126098633s, input_fired_time: 1.7871780396, output_fired_time: 1.4950340986, propagate_forward_time: 17.2094612122, propagate_backward_time: 28.3777942657, weight_update_time: 0.2109413147, other_time: 5.2431430817
epoch time: 4.6282725334s, input_fired_time: 0.2566509843, output_fired_time: 0.0000000000, propagate_forward_time: 3.4388489723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9327726364
validation[          , genome  6504] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       891.41498, best error:       788.88153 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 54.4019088745s, input_fired_time: 1.8000417948, output_fired_time: 1.5276590586, propagate_forward_time: 17.2388324738, propagate_backward_time: 28.5613842010, weight_update_time: 0.2102008909, other_time: 5.2739887238
epoch time: 4.5942268372s, input_fired_time: 0.2552663386, output_fired_time: 0.0000000000, propagate_forward_time: 3.4098262787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9291343689
validation[          , genome  6504] predictions:    9715/  10000 (97.15%), best:    9756/10000 (97.56%), error:       930.35724, best error:       788.88153 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.2418212891s, input_fired_time: 1.7828664780, output_fired_time: 1.5180438757, propagate_forward_time: 17.2026977539, propagate_backward_time: 28.5158576965, weight_update_time: 0.2152602524, other_time: 5.2223548889
epoch time: 4.5890145302s, input_fired_time: 0.2495365441, output_fired_time: 0.0000000000, propagate_forward_time: 3.4106681347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9288098812
validation[          , genome  6504] predictions:    9664/  10000 (96.64%), best:    9756/10000 (97.56%), error:      1044.12671, best error:       788.88153 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.2806510925s, input_fired_time: 1.7826339006, output_fired_time: 1.5051870346, propagate_forward_time: 17.2315750122, propagate_backward_time: 28.5078411102, weight_update_time: 0.2220796645, other_time: 5.2534122467
epoch time: 4.5375170708s, input_fired_time: 0.2419501394, output_fired_time: 0.0000000000, propagate_forward_time: 3.3937916756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9017753601
validation[          , genome  6504] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       906.41785, best error:       788.88153 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 54.3027496338s, input_fired_time: 1.7849185467, output_fired_time: 1.5253667831, propagate_forward_time: 17.2272281647, propagate_backward_time: 28.4838695526, weight_update_time: 0.2080399543, other_time: 5.2813663483
epoch time: 4.5746150017s, input_fired_time: 0.2455982566, output_fired_time: 0.0000000000, propagate_forward_time: 3.4136483669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9153683186
validation[          , genome  6504] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       856.59973, best error:       788.88153 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 54.3327751160s, input_fired_time: 1.8007447720, output_fired_time: 1.5166562796, propagate_forward_time: 17.2776355743, propagate_backward_time: 28.4550914764, weight_update_time: 0.2143600136, other_time: 5.2826480865
epoch time: 4.1481328011s, input_fired_time: 0.1909991801, output_fired_time: 0.0000000000, propagate_forward_time: 3.1722424030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7848911285
validation[          , genome  6504] predictions:    9710/  10000 (97.10%), best:    9756/10000 (97.56%), error:       904.09436, best error:       788.88153 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.2434349060s, input_fired_time: 1.7311867476, output_fired_time: 1.4736559391, propagate_forward_time: 17.0149593353, propagate_backward_time: 27.9614524841, weight_update_time: 0.2036729157, other_time: 5.0621833801
epoch time: 4.8728613853s, input_fired_time: 0.2571942508, output_fired_time: 0.0000000000, propagate_forward_time: 3.6409633160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9747040272
validation[          , genome  6504] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       871.73822, best error:       788.88153 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 54.1376762390s, input_fired_time: 1.7810565233, output_fired_time: 1.5201257467, propagate_forward_time: 17.2371177673, propagate_backward_time: 28.3771705627, weight_update_time: 0.2154631168, other_time: 5.2222061157
epoch time: 4.6230850220s, input_fired_time: 0.2608831227, output_fired_time: 0.0000000000, propagate_forward_time: 3.4528696537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9093320370
validation[          , genome  6504] predictions:    9653/  10000 (96.53%), best:    9756/10000 (97.56%), error:      1136.97925, best error:       788.88153 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 54.6460571289s, input_fired_time: 1.7908601761, output_fired_time: 1.5072338581, propagate_forward_time: 17.2769145966, propagate_backward_time: 28.8079299927, weight_update_time: 0.2071835399, other_time: 5.2631225586
epoch time: 4.5956616402s, input_fired_time: 0.2560205758, output_fired_time: 0.0000000000, propagate_forward_time: 3.4058656693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9337754250
validation[          , genome  6504] predictions:    9694/  10000 (96.94%), best:    9756/10000 (97.56%), error:       953.16248, best error:       788.88153 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.9103813171s, input_fired_time: 1.7834836245, output_fired_time: 1.5296441317, propagate_forward_time: 17.2577400208, propagate_backward_time: 29.0393829346, weight_update_time: 0.2255985141, other_time: 5.3001289368
epoch time: 4.5590629578s, input_fired_time: 0.2658221722, output_fired_time: 0.0000000000, propagate_forward_time: 3.4012448788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8919956684
validation[          , genome  6504] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       951.94629, best error:       788.88153 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.7205047607s, input_fired_time: 1.7802649736, output_fired_time: 1.5073658228, propagate_forward_time: 17.1903343201, propagate_backward_time: 28.9542407990, weight_update_time: 0.2092390805, other_time: 5.2882976532
epoch time: 4.5449638367s, input_fired_time: 0.2527346611, output_fired_time: 0.0000000000, propagate_forward_time: 3.3838961124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9083330631
validation[          , genome  6504] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       844.34625, best error:       788.88153 on epoch:    54, 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: 23.3178424835s, input_fired_time: 1.2658996582, output_fired_time: 0.0000000000, propagate_forward_time: 17.1329135895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9190292358
best training[          , genome  6504] predictions:   49409/  50000 (98.82%), best:    9756/10000 (97.56%), error:      2119.42822, best error:       788.88153 on epoch:    54, 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: 4.4747471809s, input_fired_time: 0.2325476408, output_fired_time: 0.0000000000, propagate_forward_time: 3.3365862370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9056131840
   testing[          , genome  6504] predictions:    9775/  10000 (97.75%), best:    9756/10000 (97.56%), error:       683.97839, best error:       788.88153 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:39:58 (6940): called boinc_finish(0)

</stderr_txt>
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