Nameexact_genome_1509103842_23_17813_0
Workunit2279404
Created29 Oct 2017, 16:18:42 UTC
Sent29 Oct 2017, 16:45:20 UTC
Report deadline19 Dec 2017, 2:14:43 UTC
Received31 Oct 2017, 2:40:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time1 days 8 hours 54 min 21 sec
CPU time23 hours 31 min 8 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size175.52 MB
Peak swap size180.51 MB
Peak disk usage6.48 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ut_fired_time: 0.0000000000, propagate_forward_time: 49.5787734985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7115554810
validation[          , genome 17813] predictions:    9856/  10000 (98.56%), best:    9848/10000 (98.48%), error:       488.24890, best error:       466.63251 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 555.5393676758s, input_fired_time: 8.7026500702, output_fired_time: 7.0927376747, propagate_forward_time: 198.9558715820, propagate_backward_time: 332.2259521484, weight_update_time: 0.5957911015, other_time: 8.5621948242
epoch time: 39.3153381348s, input_fired_time: 0.9490249753, output_fired_time: 0.0000000000, propagate_forward_time: 36.8654632568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5008506775
validation[          , genome 17813] predictions:    9854/  10000 (98.54%), best:    9848/10000 (98.48%), error:       524.25751, best error:       466.63251 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 907.3591918945s, input_fired_time: 13.4249973297, output_fired_time: 11.3980426788, propagate_forward_time: 339.0026245117, propagate_backward_time: 530.8456420898, weight_update_time: 0.9277505875, other_time: 12.6878662109
epoch time: 80.4720458984s, input_fired_time: 1.3288180828, output_fired_time: 0.0000000000, propagate_forward_time: 76.8260498047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3171768188
validation[          , genome 17813] predictions:    9855/  10000 (98.55%), best:    9848/10000 (98.48%), error:       499.74136, best error:       466.63251 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1017.2587280273s, input_fired_time: 14.8924617767, output_fired_time: 12.2043275833, propagate_forward_time: 380.8847045898, propagate_backward_time: 597.1909790039, weight_update_time: 0.7597763538, other_time: 12.0862426758
epoch time: 81.5415267944s, input_fired_time: 1.3486064672, output_fired_time: 0.0000000000, propagate_forward_time: 77.8773880005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3155288696
validation[          , genome 17813] predictions:    9814/  10000 (98.14%), best:    9848/10000 (98.48%), error:       567.98547, best error:       466.63251 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1033.7170410156s, input_fired_time: 12.7937164307, output_fired_time: 14.7765588760, propagate_forward_time: 384.8594970703, propagate_backward_time: 608.5260009766, weight_update_time: 0.9727917314, other_time: 12.7612915039
epoch time: 83.1189041138s, input_fired_time: 1.5686074495, output_fired_time: 0.0000000000, propagate_forward_time: 79.0044708252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5458221436
validation[          , genome 17813] predictions:    9767/  10000 (97.67%), best:    9848/10000 (98.48%), error:       739.31488, best error:       466.63251 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1058.3785400391s, input_fired_time: 13.9472446442, output_fired_time: 13.2076797485, propagate_forward_time: 398.2705383301, propagate_backward_time: 618.5872192383, weight_update_time: 0.7828112841, other_time: 14.3659057617
epoch time: 82.1258926392s, input_fired_time: 1.3523259163, output_fired_time: 0.0000000000, propagate_forward_time: 78.3755111694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3980560303
validation[          , genome 17813] predictions:    9850/  10000 (98.50%), best:    9848/10000 (98.48%), error:       476.77490, best error:       466.63251 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 805.1502685547s, input_fired_time: 11.3169746399, output_fired_time: 9.5827636719, propagate_forward_time: 301.3576660156, propagate_backward_time: 471.6651916504, weight_update_time: 0.7374957204, other_time: 11.2276916504
epoch time: 58.4825859070s, input_fired_time: 1.2441064119, output_fired_time: 0.0000000000, propagate_forward_time: 55.3864402771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8520393372
validation[          , genome 17813] predictions:    9826/  10000 (98.26%), best:    9848/10000 (98.48%), error:       542.62927, best error:       466.63251 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 758.6403808594s, input_fired_time: 10.4071903229, output_fired_time: 9.3677263260, propagate_forward_time: 281.0877380371, propagate_backward_time: 447.5720214844, weight_update_time: 0.7262802124, other_time: 10.2057189941
epoch time: 59.4738006592s, input_fired_time: 1.2697651386, output_fired_time: 0.0000000000, propagate_forward_time: 56.3343162537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8697204590
validation[          , genome 17813] predictions:    9782/  10000 (97.82%), best:    9848/10000 (98.48%), error:       714.29614, best error:       466.63251 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 764.4016723633s, input_fired_time: 10.4704313278, output_fired_time: 9.4724569321, propagate_forward_time: 283.6391296387, propagate_backward_time: 450.5508117676, weight_update_time: 0.7280203104, other_time: 10.2687988281
epoch time: 59.1934585571s, input_fired_time: 1.2526165247, output_fired_time: 0.0000000000, propagate_forward_time: 56.0659828186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8748588562
validation[          , genome 17813] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       462.14584, best error:       462.14584 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 788.1187744141s, input_fired_time: 10.7352943420, output_fired_time: 9.8443498611, propagate_forward_time: 291.9886169434, propagate_backward_time: 465.1541137695, weight_update_time: 0.7325313687, other_time: 10.3963928223
epoch time: 63.6187057495s, input_fired_time: 1.3947112560, output_fired_time: 0.0000000000, propagate_forward_time: 60.3206901550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9033050537
validation[          , genome 17813] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       431.73846, best error:       431.73846 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 812.3911132813s, input_fired_time: 10.9213876724, output_fired_time: 9.9507989883, propagate_forward_time: 303.3776245117, propagate_backward_time: 477.5922241211, weight_update_time: 0.8045083880, other_time: 10.5490722656
epoch time: 72.5610198975s, input_fired_time: 1.3465493917, output_fired_time: 0.0000000000, propagate_forward_time: 69.0723266602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1421432495
validation[          , genome 17813] predictions:    9852/  10000 (98.52%), best:    9866/10000 (98.66%), error:       455.39746, best error:       431.73846 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1099.9334716797s, input_fired_time: 14.4408121109, output_fired_time: 13.3360252380, propagate_forward_time: 411.6675720215, propagate_backward_time: 646.8851928711, weight_update_time: 1.2094917297, other_time: 13.6038208008
epoch time: 86.7801513672s, input_fired_time: 1.4202567339, output_fired_time: 0.0000000000, propagate_forward_time: 83.3611450195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9987487793
validation[          , genome 17813] predictions:    9836/  10000 (98.36%), best:    9866/10000 (98.66%), error:       528.44958, best error:       431.73846 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1081.1425781250s, input_fired_time: 13.6911954880, output_fired_time: 12.5350837708, propagate_forward_time: 405.8029174805, propagate_backward_time: 635.4301757813, weight_update_time: 1.1979026794, other_time: 13.6832885742
epoch time: 82.0457305908s, input_fired_time: 1.7773209810, output_fired_time: 0.0000000000, propagate_forward_time: 77.9059066772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3625030518
validation[          , genome 17813] predictions:    9842/  10000 (98.42%), best:    9866/10000 (98.66%), error:       517.19092, best error:       431.73846 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1063.1688232422s, input_fired_time: 13.5994930267, output_fired_time: 13.1868848801, propagate_forward_time: 396.2723693848, propagate_backward_time: 626.9101562500, weight_update_time: 0.7820934653, other_time: 13.1999511719
epoch time: 79.9232864380s, input_fired_time: 1.9474550486, output_fired_time: 0.0000000000, propagate_forward_time: 75.6550598145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3207702637
validation[          , genome 17813] predictions:    9863/  10000 (98.63%), best:    9866/10000 (98.66%), error:       446.17557, best error:       431.73846 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1013.5046386719s, input_fired_time: 12.2608680725, output_fired_time: 12.1021051407, propagate_forward_time: 374.6678161621, propagate_backward_time: 600.8915405273, weight_update_time: 0.9640700221, other_time: 13.5823364258
epoch time: 78.8681869507s, input_fired_time: 1.3297570944, output_fired_time: 0.0000000000, propagate_forward_time: 75.4513854980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0870437622
validation[          , genome 17813] predictions:    9852/  10000 (98.52%), best:    9866/10000 (98.66%), error:       472.54510, best error:       431.73846 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 997.3945922852s, input_fired_time: 12.5338430405, output_fired_time: 12.4886112213, propagate_forward_time: 371.6021118164, propagate_backward_time: 587.3229370117, weight_update_time: 1.5611358881, other_time: 13.4471435547
epoch time: 81.0500488281s, input_fired_time: 1.3461325169, output_fired_time: 0.0000000000, propagate_forward_time: 77.3468322754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3570861816
validation[          , genome 17813] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       427.13406, best error:       427.13406 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 995.3464355469s, input_fired_time: 13.7413644791, output_fired_time: 11.5995578766, propagate_forward_time: 375.6362609863, propagate_backward_time: 581.5972290039, weight_update_time: 0.9470561743, other_time: 12.7720336914
epoch time: 78.5657958984s, input_fired_time: 1.5255826712, output_fired_time: 0.0000000000, propagate_forward_time: 74.9530410767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0871734619
validation[          , genome 17813] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       416.83768, best error:       416.83768 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 991.8991699219s, input_fired_time: 12.9567594528, output_fired_time: 13.7456321716, propagate_forward_time: 358.2706909180, propagate_backward_time: 594.2702026367, weight_update_time: 1.1578129530, other_time: 12.6558837891
epoch time: 78.0915603638s, input_fired_time: 1.9302340746, output_fired_time: 0.0000000000, propagate_forward_time: 73.4556808472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7056427002
validation[          , genome 17813] predictions:    9868/  10000 (98.68%), best:    9854/10000 (98.54%), error:       423.36761, best error:       416.83768 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 983.0162963867s, input_fired_time: 12.8623352051, output_fired_time: 11.7807283401, propagate_forward_time: 378.0109558105, propagate_backward_time: 568.4136352539, weight_update_time: 0.9463215470, other_time: 11.9486694336
epoch time: 78.5643386841s, input_fired_time: 1.3216067553, output_fired_time: 0.0000000000, propagate_forward_time: 75.3511199951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8916091919
validation[          , genome 17813] predictions:    9864/  10000 (98.64%), best:    9854/10000 (98.54%), error:       447.75845, best error:       416.83768 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 987.4108276367s, input_fired_time: 14.5332107544, output_fired_time: 11.8868312836, propagate_forward_time: 362.2329101563, propagate_backward_time: 586.7362060547, weight_update_time: 0.7473522425, other_time: 12.0216674805
epoch time: 76.7835693359s, input_fired_time: 1.3020849228, output_fired_time: 0.0000000000, propagate_forward_time: 72.7840194702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6974639893
validation[          , genome 17813] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       393.30939, best error:       393.30939 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 989.8166503906s, input_fired_time: 13.5332593918, output_fired_time: 12.7571868896, propagate_forward_time: 363.2541198730, propagate_backward_time: 586.4460449219, weight_update_time: 0.7473136187, other_time: 13.8260498047
epoch time: 76.6829147339s, input_fired_time: 1.5118379593, output_fired_time: 0.0000000000, propagate_forward_time: 72.6998519897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4712219238
validation[          , genome 17813] predictions:    9880/  10000 (98.80%), best:    9873/10000 (98.73%), error:       409.19086, best error:       393.30939 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 998.4708862305s, input_fired_time: 14.6326351166, output_fired_time: 11.6498422623, propagate_forward_time: 364.0602416992, propagate_backward_time: 595.6906127930, weight_update_time: 0.9518824220, other_time: 12.4375610352
epoch time: 77.2606201172s, input_fired_time: 1.9141671658, output_fired_time: 0.0000000000, propagate_forward_time: 73.0539245605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2925262451
validation[          , genome 17813] predictions:    9870/  10000 (98.70%), best:    9873/10000 (98.73%), error:       431.63464, best error:       393.30939 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 998.3416137695s, input_fired_time: 14.2016038895, output_fired_time: 12.2737569809, propagate_forward_time: 375.2421569824, propagate_backward_time: 584.1918334961, weight_update_time: 0.7494705915, other_time: 12.4323120117
epoch time: 76.0054168701s, input_fired_time: 1.2887787819, output_fired_time: 0.0000000000, propagate_forward_time: 71.8368301392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8798065186
validation[          , genome 17813] predictions:    9870/  10000 (98.70%), best:    9873/10000 (98.73%), error:       395.97476, best error:       393.30939 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 984.5179443359s, input_fired_time: 12.6757879257, output_fired_time: 11.3124322891, propagate_forward_time: 356.1781005859, propagate_backward_time: 590.3894042969, weight_update_time: 0.7409210205, other_time: 13.9622192383
epoch time: 75.9989089966s, input_fired_time: 1.6904486418, output_fired_time: 0.0000000000, propagate_forward_time: 72.2268829346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0815811157
validation[          , genome 17813] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       388.40207, best error:       388.40207 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 983.0234375000s, input_fired_time: 14.4705219269, output_fired_time: 12.7105464935, propagate_forward_time: 362.4958801270, propagate_backward_time: 581.6647338867, weight_update_time: 0.7383208871, other_time: 11.6817016602
epoch time: 76.0400924683s, input_fired_time: 2.3108754158, output_fired_time: 0.0000000000, propagate_forward_time: 71.4474639893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2817535400
validation[          , genome 17813] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       385.69263, best error:       385.69263 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 996.6895141602s, input_fired_time: 13.7866859436, output_fired_time: 12.2209863663, propagate_forward_time: 369.9058532715, propagate_backward_time: 588.5761718750, weight_update_time: 0.9482210279, other_time: 12.1998291016
epoch time: 77.9755020142s, input_fired_time: 1.5234675407, output_fired_time: 0.0000000000, propagate_forward_time: 74.1657180786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2863159180
validation[          , genome 17813] predictions:    9860/  10000 (98.60%), best:    9886/10000 (98.86%), error:       429.90152, best error:       385.69263 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1021.5426635742s, input_fired_time: 14.6352615356, output_fired_time: 14.0340070724, propagate_forward_time: 374.7752990723, propagate_backward_time: 606.1813964844, weight_update_time: 0.7692209482, other_time: 11.9167480469
epoch time: 81.2012634277s, input_fired_time: 1.5777422190, output_fired_time: 0.0000000000, propagate_forward_time: 77.6680908203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9554290771
validation[          , genome 17813] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       363.91049, best error:       363.91049 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1021.1158447266s, input_fired_time: 13.8680486679, output_fired_time: 12.6006269455, propagate_forward_time: 383.2093505859, propagate_backward_time: 597.7530517578, weight_update_time: 0.9685943723, other_time: 13.6847534180
epoch time: 78.6363067627s, input_fired_time: 1.3468066454, output_fired_time: 0.0000000000, propagate_forward_time: 74.9432525635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3462448120
validation[          , genome 17813] predictions:    9861/  10000 (98.61%), best:    9876/10000 (98.76%), error:       444.70868, best error:       363.91049 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1023.0674438477s, input_fired_time: 13.6907978058, output_fired_time: 12.6028146744, propagate_forward_time: 386.9086608887, propagate_backward_time: 596.1461181641, weight_update_time: 1.1766302586, other_time: 13.7189941406
epoch time: 79.4414443970s, input_fired_time: 1.5404397249, output_fired_time: 0.0000000000, propagate_forward_time: 74.9860839844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9149169922
validation[          , genome 17813] predictions:    9868/  10000 (98.68%), best:    9876/10000 (98.76%), error:       411.11557, best error:       363.91049 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 807.7191772461s, input_fired_time: 10.9519071579, output_fired_time: 10.0665435791, propagate_forward_time: 296.9837036133, propagate_backward_time: 479.1195068359, weight_update_time: 0.7284900546, other_time: 10.5975341797
epoch time: 56.7124481201s, input_fired_time: 1.2340557575, output_fired_time: 0.0000000000, propagate_forward_time: 53.6827125549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7956809998
validation[          , genome 17813] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       362.68616, best error:       362.68616 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 736.7886352539s, input_fired_time: 10.2936620712, output_fired_time: 9.1161689758, propagate_forward_time: 271.1077880859, propagate_backward_time: 436.3412475586, weight_update_time: 0.7110739946, other_time: 9.9298095703
epoch time: 57.5415496826s, input_fired_time: 1.2511110306, output_fired_time: 0.0000000000, propagate_forward_time: 54.4715614319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8188781738
validation[          , genome 17813] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       329.59024, best error:       329.59024 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 738.8947143555s, input_fired_time: 10.3420572281, output_fired_time: 9.0886306763, propagate_forward_time: 273.2908325195, propagate_backward_time: 436.2508239746, weight_update_time: 0.7096104622, other_time: 9.9223937988
epoch time: 56.4167442322s, input_fired_time: 1.2334374189, output_fired_time: 0.0000000000, propagate_forward_time: 53.3810615540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8022460938
validation[          , genome 17813] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       345.99194, best error:       329.59024 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 736.7103271484s, input_fired_time: 10.3077411652, output_fired_time: 9.1236324310, propagate_forward_time: 272.4118347168, propagate_backward_time: 434.8462829590, weight_update_time: 0.7171058655, other_time: 10.0208129883
epoch time: 58.5770912170s, input_fired_time: 1.2557706833, output_fired_time: 0.0000000000, propagate_forward_time: 55.4846649170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8366546631
validation[          , genome 17813] predictions:    9869/  10000 (98.69%), best:    9900/10000 (99.00%), error:       407.09265, best error:       329.59024 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 732.9038085938s, input_fired_time: 10.2600221634, output_fired_time: 9.0158061981, propagate_forward_time: 269.5134277344, propagate_backward_time: 434.2178649902, weight_update_time: 0.7056806087, other_time: 9.8966979980
epoch time: 58.2896957397s, input_fired_time: 1.2685307264, output_fired_time: 0.0000000000, propagate_forward_time: 55.2078781128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8132858276
validation[          , genome 17813] predictions:    9881/  10000 (98.81%), best:    9900/10000 (99.00%), error:       352.59628, best error:       329.59024 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 731.4550170898s, input_fired_time: 10.2891979218, output_fired_time: 9.0122385025, propagate_forward_time: 270.5568542480, propagate_backward_time: 431.6664123535, weight_update_time: 0.7087971568, other_time: 9.9302978516
epoch time: 58.1360778809s, input_fired_time: 1.2632869482, output_fired_time: 0.0000000000, propagate_forward_time: 55.0760688782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7967224121
validation[          , genome 17813] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       366.37460, best error:       329.59024 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 736.8512573242s, input_fired_time: 10.3214130402, output_fired_time: 9.1543416977, propagate_forward_time: 271.8842163086, propagate_backward_time: 435.5356445313, weight_update_time: 0.7121840119, other_time: 9.9556274414
epoch time: 58.7983207703s, input_fired_time: 1.2706389427, output_fired_time: 0.0000000000, propagate_forward_time: 55.6995544434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8281288147
validation[          , genome 17813] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       323.01953, best error:       323.01953 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 751.9621582031s, input_fired_time: 10.4535608292, output_fired_time: 9.2617597580, propagate_forward_time: 278.1878967285, propagate_backward_time: 443.9931335449, weight_update_time: 0.7189906836, other_time: 10.0657958984
epoch time: 58.2282829285s, input_fired_time: 1.2633454800, output_fired_time: 0.0000000000, propagate_forward_time: 55.1376647949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8272743225
validation[          , genome 17813] predictions:    9883/  10000 (98.83%), best:    9902/10000 (99.02%), error:       362.18076, best error:       323.01953 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 748.7012329102s, input_fired_time: 10.4171953201, output_fired_time: 9.1703491211, propagate_forward_time: 276.9030761719, propagate_backward_time: 442.1789550781, weight_update_time: 0.7174490690, other_time: 10.0316772461
epoch time: 57.6004333496s, input_fired_time: 1.2554222345, output_fired_time: 0.0000000000, propagate_forward_time: 54.5343666077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8106460571
validation[          , genome 17813] predictions:    9886/  10000 (98.86%), best:    9902/10000 (99.02%), error:       368.89157, best error:       323.01953 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 746.4526367188s, input_fired_time: 10.3719205856, output_fired_time: 9.2144002914, propagate_forward_time: 275.1112670898, propagate_backward_time: 441.7503051758, weight_update_time: 0.7160405517, other_time: 10.0046997070
epoch time: 57.3631362915s, input_fired_time: 1.2526297569, output_fired_time: 0.0000000000, propagate_forward_time: 54.3058891296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8046188354
validation[          , genome 17813] predictions:    9878/  10000 (98.78%), best:    9902/10000 (99.02%), error:       439.50064, best error:       323.01953 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 743.0556030273s, input_fired_time: 10.3876218796, output_fired_time: 9.1791543961, propagate_forward_time: 274.5665283203, propagate_backward_time: 438.9197082520, weight_update_time: 0.7137692571, other_time: 10.0025939941
epoch time: 58.3110618591s, input_fired_time: 1.2650345564, output_fired_time: 0.0000000000, propagate_forward_time: 55.2174835205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8285446167
validation[          , genome 17813] predictions:    9881/  10000 (98.81%), best:    9902/10000 (99.02%), error:       351.72922, best error:       323.01953 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 754.4851074219s, input_fired_time: 10.4539232254, output_fired_time: 9.3333292007, propagate_forward_time: 278.8432617188, propagate_backward_time: 445.7945556641, weight_update_time: 0.7204209566, other_time: 10.0600585938
epoch time: 59.2822303772s, input_fired_time: 1.2782973051, output_fired_time: 0.0000000000, propagate_forward_time: 56.1743583679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8295745850
validation[          , genome 17813] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       340.13989, best error:       323.01953 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 760.5001831055s, input_fired_time: 10.5196495056, output_fired_time: 9.4275598526, propagate_forward_time: 281.4570617676, propagate_backward_time: 448.9718017578, weight_update_time: 0.7296451330, other_time: 10.1241149902
epoch time: 58.0520591736s, input_fired_time: 1.2612117529, output_fired_time: 0.0000000000, propagate_forward_time: 54.9569168091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8339309692
validation[          , genome 17813] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       323.90604, best error:       323.01953 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 880.9703369141s, input_fired_time: 11.7007236481, output_fired_time: 10.4381713867, propagate_forward_time: 328.4168395996, propagate_backward_time: 519.1129760742, weight_update_time: 0.9631180167, other_time: 11.3015747070
epoch time: 84.5710449219s, input_fired_time: 1.8182141781, output_fired_time: 0.0000000000, propagate_forward_time: 80.3696823120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3831481934
validation[          , genome 17813] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       329.43887, best error:       323.01953 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1089.1307373047s, input_fired_time: 13.8594560623, output_fired_time: 12.2257204056, propagate_forward_time: 411.0484619141, propagate_backward_time: 638.0578613281, weight_update_time: 1.2045140266, other_time: 13.9392089844
epoch time: 78.9501113892s, input_fired_time: 1.7966661453, output_fired_time: 0.0000000000, propagate_forward_time: 75.1929855347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9604568481
validation[          , genome 17813] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       359.97772, best error:       323.01953 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 755.2949829102s, input_fired_time: 10.4884157181, output_fired_time: 9.3158044815, propagate_forward_time: 279.1885681152, propagate_backward_time: 446.2213439941, weight_update_time: 0.7234446406, other_time: 10.0808715820
epoch time: 58.4090003967s, input_fired_time: 1.2739481926, output_fired_time: 0.0000000000, propagate_forward_time: 55.3103179932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8247337341
validation[          , genome 17813] predictions:    9889/  10000 (98.89%), best:    9902/10000 (99.02%), error:       357.43842, best error:       323.01953 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 751.9672241211s, input_fired_time: 10.4617319107, output_fired_time: 9.3126134872, propagate_forward_time: 278.1382446289, propagate_backward_time: 443.9856262207, weight_update_time: 0.7226885557, other_time: 10.0690002441
epoch time: 58.8838157654s, input_fired_time: 1.2762457132, output_fired_time: 0.0000000000, propagate_forward_time: 55.7785339355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8290367126
validation[          , genome 17813] predictions:    9885/  10000 (98.85%), best:    9902/10000 (99.02%), error:       343.61133, best error:       323.01953 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 754.8838500977s, input_fired_time: 10.4886913300, output_fired_time: 9.3337230682, propagate_forward_time: 278.9792480469, propagate_backward_time: 446.0228881836, weight_update_time: 0.7227242589, other_time: 10.0592651367
epoch time: 59.9600448608s, input_fired_time: 1.2965184450, output_fired_time: 0.0000000000, propagate_forward_time: 56.8335952759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8299293518
validation[          , genome 17813] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       333.06424, best error:       323.01953 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 761.9903564453s, input_fired_time: 10.5663719177, output_fired_time: 9.4625825882, propagate_forward_time: 282.3117980957, propagate_backward_time: 449.5507812500, weight_update_time: 0.7277148366, other_time: 10.0988464355
epoch time: 58.2699813843s, input_fired_time: 1.2703819275, output_fired_time: 0.0000000000, propagate_forward_time: 55.1786346436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8209648132
validation[          , genome 17813] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       302.70212, best error:       302.70212 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 760.1709594727s, input_fired_time: 10.5630006790, output_fired_time: 9.3380546570, propagate_forward_time: 282.0083007813, propagate_backward_time: 448.1084289551, weight_update_time: 0.7269419432, other_time: 10.1531677246
epoch time: 60.9737281799s, input_fired_time: 1.3136562109, output_fired_time: 0.0000000000, propagate_forward_time: 57.7603797913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8996925354
validation[          , genome 17813] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       327.27228, best error:       302.70212 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 769.0711669922s, input_fired_time: 10.6455249786, output_fired_time: 9.4808683395, propagate_forward_time: 285.3654479980, propagate_backward_time: 453.2058410645, weight_update_time: 0.7329046726, other_time: 10.3734741211
epoch time: 59.8027954102s, input_fired_time: 1.2933745384, output_fired_time: 0.0000000000, propagate_forward_time: 56.5914916992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9179306030
validation[          , genome 17813] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       356.28809, best error:       302.70212 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 784.9244995117s, input_fired_time: 10.8411426544, output_fired_time: 9.6650743484, propagate_forward_time: 291.9385070801, propagate_backward_time: 461.9822692871, weight_update_time: 0.7347267866, other_time: 10.4974975586
epoch time: 61.9704818726s, input_fired_time: 1.4336829185, output_fired_time: 0.0000000000, propagate_forward_time: 58.6312370300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9055633545
validation[          , genome 17813] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       325.05215, best error:       302.70212 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 796.9537353516s, input_fired_time: 10.9419612885, output_fired_time: 9.8212203979, propagate_forward_time: 296.4640502930, propagate_backward_time: 469.0631103516, weight_update_time: 0.8012901545, other_time: 10.6633911133
epoch time: 63.3464126587s, input_fired_time: 1.3605040312, output_fired_time: 0.0000000000, propagate_forward_time: 60.0415573120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9443511963
validation[          , genome 17813] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       309.74899, best error:       302.70212 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 787.2169189453s, input_fired_time: 10.8064022064, output_fired_time: 9.7365293503, propagate_forward_time: 292.0352783203, propagate_backward_time: 464.3434753418, weight_update_time: 0.7514124513, other_time: 10.2952575684
epoch time: 60.6138381958s, input_fired_time: 1.3066618443, output_fired_time: 0.0000000000, propagate_forward_time: 57.4590301514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8481445313
validation[          , genome 17813] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       326.31183, best error:       302.70212 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 779.1281127930s, input_fired_time: 10.7202920914, output_fired_time: 9.5951213837, propagate_forward_time: 289.3821105957, propagate_backward_time: 459.2206726074, weight_update_time: 0.7347531915, other_time: 10.2099609375
epoch time: 60.4389114380s, input_fired_time: 1.3082979918, output_fired_time: 0.0000000000, propagate_forward_time: 57.2833251953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8472900391
validation[          , genome 17813] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       298.96194, best error:       298.96194 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 779.6414184570s, input_fired_time: 10.7243652344, output_fired_time: 9.6048870087, propagate_forward_time: 290.1543273926, propagate_backward_time: 458.9172973633, weight_update_time: 0.7385838628, other_time: 10.2405700684
epoch time: 61.5522956848s, input_fired_time: 1.3219548464, output_fired_time: 0.0000000000, propagate_forward_time: 58.3782424927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8520965576
validation[          , genome 17813] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       309.38049, best error:       298.96194 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 799.3806762695s, input_fired_time: 11.0636587143, output_fired_time: 9.8645076752, propagate_forward_time: 297.6513977051, propagate_backward_time: 470.2911376953, weight_update_time: 0.7387828231, other_time: 10.5099792480
epoch time: 62.8841476440s, input_fired_time: 1.3797683716, output_fired_time: 0.0000000000, propagate_forward_time: 59.5826721191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9217071533
validation[          , genome 17813] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       279.54080, best error:       279.54080 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 803.5214843750s, input_fired_time: 10.9063262939, output_fired_time: 9.8194961548, propagate_forward_time: 299.4276123047, propagate_backward_time: 472.8126220703, weight_update_time: 0.7516146302, other_time: 10.5554199219
epoch time: 63.0909385681s, input_fired_time: 1.3046821356, output_fired_time: 0.0000000000, propagate_forward_time: 59.8565063477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9297485352
validation[          , genome 17813] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       309.63553, best error:       279.54080 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 830.1334838867s, input_fired_time: 11.4137868881, output_fired_time: 9.8526697159, propagate_forward_time: 312.8547363281, propagate_backward_time: 484.8644409180, weight_update_time: 0.8179877400, other_time: 11.1478881836
epoch time: 64.4338073730s, input_fired_time: 1.3934233189, output_fired_time: 0.0000000000, propagate_forward_time: 61.1115379333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9288444519
validation[          , genome 17813] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       302.74335, best error:       279.54080 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1101.2087402344s, input_fired_time: 15.2502508163, output_fired_time: 12.6552686691, propagate_forward_time: 413.0567016602, propagate_backward_time: 646.2088623047, weight_update_time: 0.8067736030, other_time: 14.0376586914
epoch time: 118.1383438110s, input_fired_time: 2.2810351849, output_fired_time: 0.0000000000, propagate_forward_time: 111.5318984985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3254089355
validation[          , genome 17813] predictions:    9903/  10000 (99.03%), best:    9914/10000 (99.14%), error:       306.04214, best error:       279.54080 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1391.3537597656s, input_fired_time: 17.1217536926, output_fired_time: 16.1411724091, propagate_forward_time: 522.5882568359, propagate_backward_time: 818.6407470703, weight_update_time: 1.2251085043, other_time: 16.8619384766
epoch time: 103.2565536499s, input_fired_time: 2.4084932804, output_fired_time: 0.0000000000, propagate_forward_time: 97.3351974487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5128631592
validation[          , genome 17813] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       291.84283, best error:       279.54080 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1321.4759521484s, input_fired_time: 19.1777515411, output_fired_time: 15.5588159561, propagate_forward_time: 497.7548522949, propagate_backward_time: 772.9431762695, weight_update_time: 1.1109613180, other_time: 16.0413208008
epoch time: 121.3013381958s, input_fired_time: 2.6150565147, output_fired_time: 0.0000000000, propagate_forward_time: 115.4676589966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2186203003
validation[          , genome 17813] predictions:    9901/  10000 (99.01%), best:    9914/10000 (99.14%), error:       306.13293, best error:       279.54080 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1549.9271240234s, input_fired_time: 22.3683242798, output_fired_time: 17.0341510773, propagate_forward_time: 580.1162719727, propagate_backward_time: 911.4724731445, weight_update_time: 1.1587519646, other_time: 18.9359130859
epoch time: 135.6080932617s, input_fired_time: 2.3626415730, output_fired_time: 0.0000000000, propagate_forward_time: 129.7897796631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4556732178
validation[          , genome 17813] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       285.05313, best error:       279.54080 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1537.7866210938s, input_fired_time: 19.8769817352, output_fired_time: 20.4686527252, propagate_forward_time: 574.4077758789, propagate_backward_time: 902.4269409180, weight_update_time: 1.1180044413, other_time: 20.6063232422
epoch time: 115.0733489990s, input_fired_time: 1.9919362068, output_fired_time: 0.0000000000, propagate_forward_time: 109.0625534058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0188598633
validation[          , genome 17813] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       305.67035, best error:       279.54080 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1437.4486083984s, input_fired_time: 18.2114124298, output_fired_time: 19.2800521851, propagate_forward_time: 540.1124877930, propagate_backward_time: 841.8142089844, weight_update_time: 1.8306925297, other_time: 18.0304565430
epoch time: 124.8124847412s, input_fired_time: 2.7588210106, output_fired_time: 0.0000000000, propagate_forward_time: 119.2320175171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8216476440
validation[          , genome 17813] predictions:    9902/  10000 (99.02%), best:    9914/10000 (99.14%), error:       310.06876, best error:       279.54080 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1467.2747802734s, input_fired_time: 19.9094753265, output_fired_time: 17.6704959869, propagate_forward_time: 559.7025756836, propagate_backward_time: 851.3474121094, weight_update_time: 0.9224702716, other_time: 18.6448364258
epoch time: 111.1690063477s, input_fired_time: 2.5812945366, output_fired_time: 0.0000000000, propagate_forward_time: 105.5788040161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0089111328
validation[          , genome 17813] predictions:    9908/  10000 (99.08%), best:    9914/10000 (99.14%), error:       297.43680, best error:       279.54080 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1499.4732666016s, input_fired_time: 19.3210945129, output_fired_time: 17.5404167175, propagate_forward_time: 568.3132324219, propagate_backward_time: 876.6335449219, weight_update_time: 1.7879395485, other_time: 17.6650390625
epoch time: 114.9829940796s, input_fired_time: 2.2569398880, output_fired_time: 0.0000000000, propagate_forward_time: 109.5101470947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2159042358
validation[          , genome 17813] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       288.42188, best error:       279.54080 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1456.3994140625s, input_fired_time: 20.0795154572, output_fired_time: 17.2516498566, propagate_forward_time: 556.8974609375, propagate_backward_time: 844.0350341797, weight_update_time: 1.3474661112, other_time: 18.1357421875
epoch time: 112.1155166626s, input_fired_time: 2.2075891495, output_fired_time: 0.0000000000, propagate_forward_time: 107.1737594604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7341690063
validation[          , genome 17813] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       309.85623, best error:       279.54080 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1755.0303955078s, input_fired_time: 20.9754390717, output_fired_time: 21.2548160553, propagate_forward_time: 665.7405395508, propagate_backward_time: 1023.8228759766, weight_update_time: 1.5418097973, other_time: 23.2366943359
epoch time: 117.4957351685s, input_fired_time: 2.8396646976, output_fired_time: 0.0000000000, propagate_forward_time: 110.6119918823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0440750122
validation[          , genome 17813] predictions:    9908/  10000 (99.08%), best:    9914/10000 (99.14%), error:       302.87543, best error:       279.54080 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1429.0426025391s, input_fired_time: 18.9503936768, output_fired_time: 17.3567829132, propagate_forward_time: 536.7449340820, propagate_backward_time: 838.5175170898, weight_update_time: 1.4734402895, other_time: 17.4729003906
epoch time: 115.4841690063s, input_fired_time: 2.9411771297, output_fired_time: 0.0000000000, propagate_forward_time: 108.7854156494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7575759888
validation[          , genome 17813] predictions:    9895/  10000 (98.95%), best:    9914/10000 (99.14%), error:       316.00681, best error:       279.54080 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1930.3426513672s, input_fired_time: 25.7045783997, output_fired_time: 23.0966320038, propagate_forward_time: 732.7614746094, propagate_backward_time: 1124.7904052734, weight_update_time: 1.9507267475, other_time: 23.9895019531
epoch time: 154.3372192383s, input_fired_time: 2.8923885822, output_fired_time: 0.0000000000, propagate_forward_time: 146.9217071533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5231170654
validation[          , genome 17813] predictions:    9898/  10000 (98.98%), best:    9914/10000 (99.14%), error:       305.41895, best error:       279.54080 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1874.5961914063s, input_fired_time: 24.1248168945, output_fired_time: 24.0655422211, propagate_forward_time: 720.6555175781, propagate_backward_time: 1082.4611816406, weight_update_time: 1.4494178295, other_time: 23.2891845703
epoch time: 134.0403594971s, input_fired_time: 2.6908018589, output_fired_time: 0.0000000000, propagate_forward_time: 127.6885528564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6610107422
validation[          , genome 17813] predictions:    9908/  10000 (99.08%), best:    9914/10000 (99.14%), error:       290.13699, best error:       279.54080 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1661.6268310547s, input_fired_time: 23.8924446106, output_fired_time: 19.1464118958, propagate_forward_time: 629.7287597656, propagate_backward_time: 967.5549316406, weight_update_time: 1.4534809589, other_time: 21.3043212891
epoch time: 139.5885925293s, input_fired_time: 2.7729346752, output_fired_time: 0.0000000000, propagate_forward_time: 132.0667419434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7489166260
validation[          , genome 17813] predictions:    9902/  10000 (99.02%), best:    9914/10000 (99.14%), error:       306.36420, best error:       279.54080 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1712.7701416016s, input_fired_time: 22.6533470154, output_fired_time: 19.7339096069, propagate_forward_time: 642.5562744141, propagate_backward_time: 1004.6470947266, weight_update_time: 1.6740527153, other_time: 23.1795654297
epoch time: 131.4941406250s, input_fired_time: 2.4842591286, output_fired_time: 0.0000000000, propagate_forward_time: 125.0154495239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9944381714
validation[          , genome 17813] predictions:    9903/  10000 (99.03%), best:    9914/10000 (99.14%), error:       303.70023, best error:       279.54080 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1747.4750976563s, input_fired_time: 21.3096485138, output_fired_time: 20.3381385803, propagate_forward_time: 656.8297729492, propagate_backward_time: 1027.0871582031, weight_update_time: 1.4544296265, other_time: 21.9104003906
epoch time: 145.4004974365s, input_fired_time: 3.4280395508, output_fired_time: 0.0000000000, propagate_forward_time: 137.8532867432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1191711426
validation[          , genome 17813] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       299.46072, best error:       279.54080 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1935.8780517578s, input_fired_time: 25.3834095001, output_fired_time: 23.4850425720, propagate_forward_time: 723.9182128906, propagate_backward_time: 1141.3746337891, weight_update_time: 1.6883640289, other_time: 21.7167968750
epoch time: 156.9992675781s, input_fired_time: 2.8392007351, output_fired_time: 0.0000000000, propagate_forward_time: 149.9109497070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2491149902
validation[          , genome 17813] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       305.93112, best error:       279.54080 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1919.4128417969s, input_fired_time: 24.9098892212, output_fired_time: 22.3265419006, propagate_forward_time: 725.2346801758, propagate_backward_time: 1122.4467773438, weight_update_time: 1.6926436424, other_time: 24.4948730469
epoch time: 149.3180084229s, input_fired_time: 2.5216777325, output_fired_time: 0.0000000000, propagate_forward_time: 142.4167327881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3795928955
validation[          , genome 17813] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       291.65189, best error:       279.54080 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1900.6931152344s, input_fired_time: 27.0666027069, output_fired_time: 24.1649608612, propagate_forward_time: 715.1307983398, propagate_backward_time: 1107.7888183594, weight_update_time: 1.6551104784, other_time: 26.5419921875
epoch time: 167.8781890869s, input_fired_time: 3.5010960102, output_fired_time: 0.0000000000, propagate_forward_time: 158.4294281006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.9476623535
validation[          , genome 17813] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       302.85806, best error:       279.54080 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 2060.5881347656s, input_fired_time: 28.2627887726, output_fired_time: 23.8658161163, propagate_forward_time: 772.3861083984, propagate_backward_time: 1208.7308349609, weight_update_time: 2.0221610069, other_time: 27.3425292969
epoch time: 153.1541137695s, input_fired_time: 3.7387428284, output_fired_time: 0.0000000000, propagate_forward_time: 144.8365020752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5788726807
validation[          , genome 17813] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       291.28296, best error:       279.54080 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1803.1741943359s, input_fired_time: 23.1348228455, output_fired_time: 20.6293010712, propagate_forward_time: 682.7107543945, propagate_backward_time: 1053.8508300781, weight_update_time: 1.0493191481, other_time: 22.8486328125
epoch time: 143.2655334473s, input_fired_time: 2.2729570866, output_fired_time: 0.0000000000, propagate_forward_time: 136.8903961182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1021728516
validation[          , genome 17813] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       294.85947, best error:       279.54080 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1938.0997314453s, input_fired_time: 24.7560291290, output_fired_time: 24.5598564148, propagate_forward_time: 729.2581176758, propagate_backward_time: 1134.1447753906, weight_update_time: 1.1117452383, other_time: 25.3811035156
epoch time: 163.6183624268s, input_fired_time: 4.2685146332, output_fired_time: 0.0000000000, propagate_forward_time: 154.5513153076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7985382080
validation[          , genome 17813] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       300.38757, best error:       279.54080 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 2268.3559570313s, input_fired_time: 30.3344573975, output_fired_time: 28.4221115112, propagate_forward_time: 853.0623779297, propagate_backward_time: 1327.6156005859, weight_update_time: 2.7298228741, other_time: 28.9213867188
epoch time: 176.6264343262s, input_fired_time: 2.6072151661, output_fired_time: 0.0000000000, propagate_forward_time: 168.9134063721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1058197021
validation[          , genome 17813] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       303.48633, best error:       279.54080 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 2161.9450683594s, input_fired_time: 27.8920154572, output_fired_time: 25.0808658600, propagate_forward_time: 812.4401855469, propagate_backward_time: 1269.3657226563, weight_update_time: 1.5640804768, other_time: 27.1662597656
epoch time: 178.6589202881s, input_fired_time: 3.8033463955, output_fired_time: 0.0000000000, propagate_forward_time: 170.4609985352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3945770264
validation[          , genome 17813] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       287.50024, best error:       279.54080 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 2317.2673339844s, input_fired_time: 30.8161220551, output_fired_time: 28.1107234955, propagate_forward_time: 870.3387451172, propagate_backward_time: 1360.8771972656, weight_update_time: 1.8302639723, other_time: 27.1243896484
epoch time: 186.5452270508s, input_fired_time: 3.9688987732, output_fired_time: 0.0000000000, propagate_forward_time: 176.8802337646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6960906982
validation[          , genome 17813] predictions:    9908/  10000 (99.08%), best:    9914/10000 (99.14%), error:       291.77444, best error:       279.54080 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 2299.2041015625s, input_fired_time: 30.5664482117, output_fired_time: 27.8662834167, propagate_forward_time: 866.0441894531, propagate_backward_time: 1347.3820800781, weight_update_time: 1.7884001732, other_time: 27.3452148438
epoch time: 167.6737060547s, input_fired_time: 3.4276416302, output_fired_time: 0.0000000000, propagate_forward_time: 159.8339233398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4121398926
validation[          , genome 17813] predictions:    9902/  10000 (99.02%), best:    9914/10000 (99.14%), error:       293.87094, best error:       279.54080 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 2209.7043457031s, input_fired_time: 30.1240100861, output_fired_time: 26.1666812897, propagate_forward_time: 835.5223999023, propagate_backward_time: 1290.9447021484, weight_update_time: 1.7222377062, other_time: 26.9464111328
epoch time: 171.1323699951s, input_fired_time: 3.0562674999, output_fired_time: 0.0000000000, propagate_forward_time: 164.2598419189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8162536621
validation[          , genome 17813] predictions:    9901/  10000 (99.01%), best:    9914/10000 (99.14%), error:       297.21356, best error:       279.54080 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 2040.1220703125s, input_fired_time: 26.9052639008, output_fired_time: 23.4144306183, propagate_forward_time: 770.2350463867, propagate_backward_time: 1196.4664306641, weight_update_time: 1.0947984457, other_time: 23.1009521484
epoch time: 165.7952728271s, input_fired_time: 2.8111641407, output_fired_time: 0.0000000000, propagate_forward_time: 158.9747924805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0093231201
validation[          , genome 17813] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       289.08405, best error:       279.54080 on epoch:    70, 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: 818.1640014648s, input_fired_time: 15.5704545975, output_fired_time: 0.0000000000, propagate_forward_time: 779.8981933594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 22.6953735352
best training[          , genome 17813] predictions:   49998/  50000 (100.00%), best:    9914/10000 (99.14%), error:       145.16911, best error:       279.54080 on epoch:    70, 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: 166.3952178955s, input_fired_time: 3.1689479351, output_fired_time: 0.0000000000, propagate_forward_time: 158.4302062988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7960662842
   testing[          , genome 17813] predictions:    9912/  10000 (99.12%), best:    9914/10000 (99.14%), error:       274.46097, best error:       279.54080 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:39:44 (3356): called boinc_finish(0)

</stderr_txt>
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