Nameexact_genome_1512568488_44_6739_1
Workunit2604987
Created7 Dec 2017, 21:35:30 UTC
Sent7 Dec 2017, 21:43:49 UTC
Report deadline18 Dec 2017, 12:15:30 UTC
Received8 Dec 2017, 15:59:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time6 hours 37 min 55 sec
CPU time6 hours 32 min 48 sec
Validate stateValid
Credit2,651.34
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.29 MB
Peak swap size155.56 MB
Peak disk usage2.03 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
791.35339 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 216.0878601074s, input_fired_time: 2.8275477886, output_fired_time: 2.9180572033, propagate_forward_time: 80.0476760864, propagate_backward_time: 125.7314987183, weight_update_time: 0.2538960576, other_time: 4.5630874634
epoch time: 17.3463726044s, input_fired_time: 0.3515547812, output_fired_time: 0.0000000000, propagate_forward_time: 16.1883697510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8064479828
validation[          , genome  6739] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       904.49609, best error:       791.35339 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 215.3741149902s, input_fired_time: 2.8013296127, output_fired_time: 2.9139609337, propagate_forward_time: 79.1241607666, propagate_backward_time: 125.8965911865, weight_update_time: 0.2548986077, other_time: 4.6380767822
epoch time: 17.2303829193s, input_fired_time: 0.3475978971, output_fired_time: 0.0000000000, propagate_forward_time: 16.0216197968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8611660004
validation[          , genome  6739] predictions:    9718/  10000 (97.18%), best:    9748/10000 (97.48%), error:       880.93896, best error:       791.35339 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 215.1179809570s, input_fired_time: 2.8070478439, output_fired_time: 2.8818645477, propagate_forward_time: 79.4952774048, propagate_backward_time: 125.3190078735, weight_update_time: 0.2539916337, other_time: 4.6147689819
epoch time: 16.3010120392s, input_fired_time: 0.3369804621, output_fired_time: 0.0000000000, propagate_forward_time: 15.1855192184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7785120010
validation[          , genome  6739] predictions:    9751/  10000 (97.51%), best:    9748/10000 (97.48%), error:       832.07391, best error:       791.35339 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 215.0364074707s, input_fired_time: 2.8098692894, output_fired_time: 2.8827469349, propagate_forward_time: 79.4826278687, propagate_backward_time: 125.3455886841, weight_update_time: 0.2536093593, other_time: 4.5155563354
epoch time: 17.1731262207s, input_fired_time: 0.3477559090, output_fired_time: 0.0000000000, propagate_forward_time: 16.0100440979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8153266907
validation[          , genome  6739] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       950.29932, best error:       791.35339 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 214.4893035889s, input_fired_time: 2.8045859337, output_fired_time: 2.8788628578, propagate_forward_time: 79.3746643066, propagate_backward_time: 124.8826828003, weight_update_time: 0.2535019517, other_time: 4.5485153198
epoch time: 16.2908802032s, input_fired_time: 0.3344369829, output_fired_time: 0.0000000000, propagate_forward_time: 15.1461505890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8102922440
validation[          , genome  6739] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       746.75458, best error:       746.75458 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 213.4486541748s, input_fired_time: 2.7908287048, output_fired_time: 2.8627111912, propagate_forward_time: 78.5452651978, propagate_backward_time: 124.7301483154, weight_update_time: 0.2509448528, other_time: 4.5196990967
epoch time: 16.1382293701s, input_fired_time: 0.3344891965, output_fired_time: 0.0000000000, propagate_forward_time: 14.9683055878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8354349136
validation[          , genome  6739] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       827.34827, best error:       746.75458 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 214.5111236572s, input_fired_time: 2.8070147038, output_fired_time: 2.8776345253, propagate_forward_time: 79.2559432983, propagate_backward_time: 124.9667587280, weight_update_time: 0.2513383925, other_time: 4.6037673950
epoch time: 17.3200664520s, input_fired_time: 0.3518076837, output_fired_time: 0.0000000000, propagate_forward_time: 16.1426639557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8255939484
validation[          , genome  6739] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       806.01172, best error:       746.75458 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 216.6856994629s, input_fired_time: 2.8322677612, output_fired_time: 2.9395253658, propagate_forward_time: 79.9990081787, propagate_backward_time: 126.2440185547, weight_update_time: 0.2543392181, other_time: 4.6708679199
epoch time: 16.8139533997s, input_fired_time: 0.3435901403, output_fired_time: 0.0000000000, propagate_forward_time: 15.6638431549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8065204620
validation[          , genome  6739] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       858.08264, best error:       746.75458 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 216.7529449463s, input_fired_time: 2.8302140236, output_fired_time: 2.9256966114, propagate_forward_time: 79.9201202393, propagate_backward_time: 126.4897460938, weight_update_time: 0.2557325661, other_time: 4.5871734619
epoch time: 16.4662647247s, input_fired_time: 0.3411480784, output_fired_time: 0.0000000000, propagate_forward_time: 15.3001108170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8250055313
validation[          , genome  6739] predictions:    9713/  10000 (97.13%), best:    9759/10000 (97.59%), error:       902.97351, best error:       746.75458 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 216.5315399170s, input_fired_time: 2.8370904922, output_fired_time: 2.9292144775, propagate_forward_time: 80.1957626343, propagate_backward_time: 126.0402603149, weight_update_time: 0.2509749532, other_time: 4.5291976929
epoch time: 16.5212936401s, input_fired_time: 0.3446830511, output_fired_time: 0.0000000000, propagate_forward_time: 15.3301391602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8464717865
validation[          , genome  6739] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       837.50061, best error:       746.75458 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 215.9937286377s, input_fired_time: 2.8108966351, output_fired_time: 2.9152617455, propagate_forward_time: 79.4240722656, propagate_backward_time: 126.1442108154, weight_update_time: 0.2556961477, other_time: 4.6992797852
epoch time: 17.1916351318s, input_fired_time: 0.3547407985, output_fired_time: 0.0000000000, propagate_forward_time: 15.7686910629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0682039261
validation[          , genome  6739] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       795.65155, best error:       746.75458 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 216.2945709229s, input_fired_time: 2.8294444084, output_fired_time: 2.9266850948, propagate_forward_time: 79.9319610596, propagate_backward_time: 125.9793548584, weight_update_time: 0.2546546459, other_time: 4.6271362305
epoch time: 16.7274932861s, input_fired_time: 0.3409142792, output_fired_time: 0.0000000000, propagate_forward_time: 15.5929689407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7936105728
validation[          , genome  6739] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       841.95007, best error:       746.75458 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 217.5359191895s, input_fired_time: 2.8377437592, output_fired_time: 2.9237911701, propagate_forward_time: 80.5915603638, propagate_backward_time: 126.5664291382, weight_update_time: 0.2568267584, other_time: 4.6164016724
epoch time: 16.7660064697s, input_fired_time: 0.3444306850, output_fired_time: 0.0000000000, propagate_forward_time: 15.6124877930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8090877533
validation[          , genome  6739] predictions:    9763/  10000 (97.63%), best:    9759/10000 (97.59%), error:       769.56482, best error:       746.75458 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 213.2845611572s, input_fired_time: 2.8035364151, output_fired_time: 2.8529779911, propagate_forward_time: 78.8660278320, propagate_backward_time: 124.2574157715, weight_update_time: 0.2519138753, other_time: 4.5045928955
epoch time: 16.5920886993s, input_fired_time: 0.3432106972, output_fired_time: 0.0000000000, propagate_forward_time: 15.4455299377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8033485413
validation[          , genome  6739] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       860.02222, best error:       746.75458 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 216.1691131592s, input_fired_time: 2.8323969841, output_fired_time: 2.9047536850, propagate_forward_time: 80.2729415894, propagate_backward_time: 125.5921401978, weight_update_time: 0.2552329898, other_time: 4.5668869019
epoch time: 17.4752216339s, input_fired_time: 0.3542207479, output_fired_time: 0.0000000000, propagate_forward_time: 16.2772636414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8437366486
validation[          , genome  6739] predictions:    9730/  10000 (97.30%), best:    9759/10000 (97.59%), error:       844.35553, best error:       746.75458 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 216.4473724365s, input_fired_time: 2.8327062130, output_fired_time: 2.9237649441, propagate_forward_time: 79.9293441772, propagate_backward_time: 126.1766967773, weight_update_time: 0.2534334660, other_time: 4.5848693848
epoch time: 17.2128715515s, input_fired_time: 0.3468872011, output_fired_time: 0.0000000000, propagate_forward_time: 16.0561294556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8098545074
validation[          , genome  6739] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       739.09967, best error:       739.09967 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 218.0701599121s, input_fired_time: 2.8485815525, output_fired_time: 2.9315075874, propagate_forward_time: 80.8277282715, propagate_backward_time: 126.9028396606, weight_update_time: 0.2567310333, other_time: 4.5595016479
epoch time: 17.3971786499s, input_fired_time: 0.3539112806, output_fired_time: 0.0000000000, propagate_forward_time: 16.2141666412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8291015625
validation[          , genome  6739] predictions:    9724/  10000 (97.24%), best:    9777/10000 (97.77%), error:       866.83545, best error:       739.09967 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 216.5642852783s, input_fired_time: 2.8298587799, output_fired_time: 2.9236650467, propagate_forward_time: 79.8394851685, propagate_backward_time: 126.4563369751, weight_update_time: 0.2539028525, other_time: 4.5149459839
epoch time: 17.2834033966s, input_fired_time: 0.3509845436, output_fired_time: 0.0000000000, propagate_forward_time: 16.1121463776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8202724457
validation[          , genome  6739] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       815.89935, best error:       739.09967 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 216.0909423828s, input_fired_time: 2.8266072273, output_fired_time: 2.9065232277, propagate_forward_time: 79.8835983276, propagate_backward_time: 125.9514770508, weight_update_time: 0.2548096180, other_time: 4.5227355957
epoch time: 17.4282054901s, input_fired_time: 0.3534020185, output_fired_time: 0.0000000000, propagate_forward_time: 16.2314281464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8433761597
validation[          , genome  6739] predictions:    9717/  10000 (97.17%), best:    9777/10000 (97.77%), error:       885.67126, best error:       739.09967 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 215.1698455811s, input_fired_time: 2.8137707710, output_fired_time: 2.8870797157, propagate_forward_time: 79.3879699707, propagate_backward_time: 125.5086669922, weight_update_time: 0.2528978884, other_time: 4.5723571777
epoch time: 17.0605354309s, input_fired_time: 0.3491511643, output_fired_time: 0.0000000000, propagate_forward_time: 15.8633069992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8480768204
validation[          , genome  6739] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       723.10156, best error:       723.10156 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 217.1548004150s, input_fired_time: 2.8333580494, output_fired_time: 2.9166359901, propagate_forward_time: 80.2239303589, propagate_backward_time: 126.6510772705, weight_update_time: 0.2540920377, other_time: 4.5298004150
epoch time: 17.2182464600s, input_fired_time: 0.3471958637, output_fired_time: 0.0000000000, propagate_forward_time: 16.0490283966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8220214844
validation[          , genome  6739] predictions:    9718/  10000 (97.18%), best:    9787/10000 (97.87%), error:       901.04865, best error:       723.10156 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 215.6062011719s, input_fired_time: 2.8142933846, output_fired_time: 2.8972914219, propagate_forward_time: 79.4074478149, propagate_backward_time: 125.9319915771, weight_update_time: 0.2547935545, other_time: 4.5551605225
epoch time: 17.5744152069s, input_fired_time: 0.3613448739, output_fired_time: 0.0000000000, propagate_forward_time: 16.3996276855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8134422302
validation[          , genome  6739] predictions:    9747/  10000 (97.47%), best:    9787/10000 (97.87%), error:       838.72467, best error:       723.10156 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 217.7834777832s, input_fired_time: 2.8498048782, output_fired_time: 2.9415023327, propagate_forward_time: 80.7273635864, propagate_backward_time: 126.6711959839, weight_update_time: 0.2562199235, other_time: 4.5936050415
epoch time: 16.7684402466s, input_fired_time: 0.3471197486, output_fired_time: 0.0000000000, propagate_forward_time: 15.5926933289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8286266327
validation[          , genome  6739] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       719.29688, best error:       719.29688 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 216.7011108398s, input_fired_time: 2.8409399986, output_fired_time: 2.9157292843, propagate_forward_time: 80.0865173340, propagate_backward_time: 126.3215484619, weight_update_time: 0.2533024251, other_time: 4.5363769531
epoch time: 17.2543964386s, input_fired_time: 0.3523615003, output_fired_time: 0.0000000000, propagate_forward_time: 16.0794811249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8225536346
validation[          , genome  6739] predictions:    9765/  10000 (97.65%), best:    9781/10000 (97.81%), error:       783.17859, best error:       719.29688 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 215.8821868896s, input_fired_time: 2.8366274834, output_fired_time: 2.9033486843, propagate_forward_time: 79.8448257446, propagate_backward_time: 125.6394348145, weight_update_time: 0.2551128864, other_time: 4.6579589844
epoch time: 16.8074378967s, input_fired_time: 0.3464291394, output_fired_time: 0.0000000000, propagate_forward_time: 15.6182117462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8427963257
validation[          , genome  6739] predictions:    9737/  10000 (97.37%), best:    9781/10000 (97.81%), error:       897.51251, best error:       719.29688 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 215.7317199707s, input_fired_time: 2.8266897202, output_fired_time: 2.9137146473, propagate_forward_time: 79.4943466187, propagate_backward_time: 125.9595794678, weight_update_time: 0.2552041113, other_time: 4.5373992920
epoch time: 16.5634269714s, input_fired_time: 0.3414681852, output_fired_time: 0.0000000000, propagate_forward_time: 15.4110927582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8108654022
validation[          , genome  6739] predictions:    9776/  10000 (97.76%), best:    9781/10000 (97.81%), error:       729.63269, best error:       719.29688 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 215.8560791016s, input_fired_time: 2.8392727375, output_fired_time: 2.9132769108, propagate_forward_time: 79.6730041504, propagate_backward_time: 125.8710708618, weight_update_time: 0.2535932958, other_time: 4.5594406128
epoch time: 17.3278427124s, input_fired_time: 0.3577517569, output_fired_time: 0.0000000000, propagate_forward_time: 16.1018905640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8682003021
validation[          , genome  6739] predictions:    9779/  10000 (97.79%), best:    9781/10000 (97.81%), error:       741.74371, best error:       719.29688 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 214.9459381104s, input_fired_time: 2.8274483681, output_fired_time: 2.8768663406, propagate_forward_time: 79.3625030518, propagate_backward_time: 125.3469543457, weight_update_time: 0.2520726323, other_time: 4.5321655273
epoch time: 16.8832645416s, input_fired_time: 0.3476650417, output_fired_time: 0.0000000000, propagate_forward_time: 15.6902513504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8453474045
validation[          , genome  6739] predictions:    9738/  10000 (97.38%), best:    9781/10000 (97.81%), error:       847.19104, best error:       719.29688 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 215.0066986084s, input_fired_time: 2.8217992783, output_fired_time: 2.9112365246, propagate_forward_time: 79.3459167480, propagate_backward_time: 125.3388977051, weight_update_time: 0.2532768846, other_time: 4.5888519287
epoch time: 16.8263149261s, input_fired_time: 0.3473760784, output_fired_time: 0.0000000000, propagate_forward_time: 15.6480321884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8309068680
validation[          , genome  6739] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       704.86548, best error:       704.86548 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 215.3547515869s, input_fired_time: 2.8311696053, output_fired_time: 2.9084432125, propagate_forward_time: 79.4038391113, propagate_backward_time: 125.6415252686, weight_update_time: 0.2536428273, other_time: 4.5697631836
epoch time: 17.0621471405s, input_fired_time: 0.3483756781, output_fired_time: 0.0000000000, propagate_forward_time: 15.9038591385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8099126816
validation[          , genome  6739] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       679.35413, best error:       679.35413 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 214.0037078857s, input_fired_time: 2.8127677441, output_fired_time: 2.8775331974, propagate_forward_time: 79.0672378540, propagate_backward_time: 124.7031631470, weight_update_time: 0.2526347637, other_time: 4.5429916382
epoch time: 17.5952224731s, input_fired_time: 0.3541513085, output_fired_time: 0.0000000000, propagate_forward_time: 16.4301986694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8108730316
validation[          , genome  6739] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       785.76111, best error:       679.35413 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 215.7445526123s, input_fired_time: 2.8341250420, output_fired_time: 2.8882367611, propagate_forward_time: 79.8584136963, propagate_backward_time: 125.6145935059, weight_update_time: 0.2537610829, other_time: 4.5491943359
epoch time: 17.3979053497s, input_fired_time: 0.3577890396, output_fired_time: 0.0000000000, propagate_forward_time: 16.1394042969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9007110596
validation[          , genome  6739] predictions:    9742/  10000 (97.42%), best:    9796/10000 (97.96%), error:       802.17010, best error:       679.35413 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 215.4286956787s, input_fired_time: 2.8347795010, output_fired_time: 2.9025702477, propagate_forward_time: 79.8300628662, propagate_backward_time: 125.4142761230, weight_update_time: 0.2525323331, other_time: 4.4470062256
epoch time: 17.5802783966s, input_fired_time: 0.3582316339, output_fired_time: 0.0000000000, propagate_forward_time: 16.4177608490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8042850494
validation[          , genome  6739] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       731.28064, best error:       679.35413 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 214.3496246338s, input_fired_time: 2.8179676533, output_fired_time: 2.8584699631, propagate_forward_time: 78.9971847534, propagate_backward_time: 125.1581497192, weight_update_time: 0.2521833777, other_time: 4.5178451538
epoch time: 17.3579521179s, input_fired_time: 0.3573023379, output_fired_time: 0.0000000000, propagate_forward_time: 16.1692867279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8313636780
validation[          , genome  6739] predictions:    9747/  10000 (97.47%), best:    9796/10000 (97.96%), error:       771.63916, best error:       679.35413 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 215.1996917725s, input_fired_time: 2.8601405621, output_fired_time: 2.9036610126, propagate_forward_time: 79.6317062378, propagate_backward_time: 125.1839675903, weight_update_time: 0.2527963519, other_time: 4.6202316284
epoch time: 17.2778396606s, input_fired_time: 0.3524634838, output_fired_time: 0.0000000000, propagate_forward_time: 16.1207580566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8046188354
validation[          , genome  6739] predictions:    9750/  10000 (97.50%), best:    9796/10000 (97.96%), error:       795.43646, best error:       679.35413 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 217.3913269043s, input_fired_time: 2.8572759628, output_fired_time: 2.9338395596, propagate_forward_time: 80.4671707153, propagate_backward_time: 126.5715484619, weight_update_time: 0.2576314509, other_time: 4.5615081787
epoch time: 17.0190238953s, input_fired_time: 0.3541289568, output_fired_time: 0.0000000000, propagate_forward_time: 15.8368186951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8280754089
validation[          , genome  6739] predictions:    9773/  10000 (97.73%), best:    9796/10000 (97.96%), error:       720.05048, best error:       679.35413 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 214.4924774170s, input_fired_time: 2.8472998142, output_fired_time: 2.8802721500, propagate_forward_time: 79.3409729004, propagate_backward_time: 124.8829345703, weight_update_time: 0.2529624701, other_time: 4.5409851074
epoch time: 17.6514549255s, input_fired_time: 0.3625817895, output_fired_time: 0.0000000000, propagate_forward_time: 16.4422321320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8466415405
validation[          , genome  6739] predictions:    9745/  10000 (97.45%), best:    9796/10000 (97.96%), error:       773.56958, best error:       679.35413 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 213.0389251709s, input_fired_time: 2.8418123722, output_fired_time: 2.8740539551, propagate_forward_time: 79.1415786743, propagate_backward_time: 123.7448654175, weight_update_time: 0.2511910200, other_time: 4.4366226196
epoch time: 17.3547687531s, input_fired_time: 0.3575437367, output_fired_time: 0.0000000000, propagate_forward_time: 16.1619434357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8352813721
validation[          , genome  6739] predictions:    9786/  10000 (97.86%), best:    9796/10000 (97.96%), error:       715.62738, best error:       679.35413 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 217.0445251465s, input_fired_time: 2.8578164577, output_fired_time: 2.9146184921, propagate_forward_time: 80.3071136475, propagate_backward_time: 126.4153289795, weight_update_time: 0.2550708950, other_time: 4.5496520996
epoch time: 16.8965911865s, input_fired_time: 0.3473173678, output_fired_time: 0.0000000000, propagate_forward_time: 15.6949424744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8543319702
validation[          , genome  6739] predictions:    9738/  10000 (97.38%), best:    9796/10000 (97.96%), error:       785.03174, best error:       679.35413 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 210.9451446533s, input_fired_time: 2.8016066551, output_fired_time: 2.8308856487, propagate_forward_time: 77.9118881226, propagate_backward_time: 122.9632415771, weight_update_time: 0.2477347702, other_time: 4.4375228882
epoch time: 17.2464809418s, input_fired_time: 0.3544945121, output_fired_time: 0.0000000000, propagate_forward_time: 16.0673027039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8246841431
validation[          , genome  6739] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       774.90729, best error:       679.35413 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 215.6751556396s, input_fired_time: 2.8402612209, output_fired_time: 2.8921802044, propagate_forward_time: 79.7898483276, propagate_backward_time: 125.6099014282, weight_update_time: 0.2551746964, other_time: 4.5429611206
epoch time: 17.2728977203s, input_fired_time: 0.3546499610, output_fired_time: 0.0000000000, propagate_forward_time: 16.0289497375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8892974854
validation[          , genome  6739] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       725.25977, best error:       679.35413 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 217.5801696777s, input_fired_time: 2.8719077110, output_fired_time: 2.9394197464, propagate_forward_time: 80.6106262207, propagate_backward_time: 126.6408004761, weight_update_time: 0.2545357049, other_time: 4.5174179077
epoch time: 17.0378761292s, input_fired_time: 0.3536264002, output_fired_time: 0.0000000000, propagate_forward_time: 15.8784360886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8058137894
validation[          , genome  6739] predictions:    9767/  10000 (97.67%), best:    9796/10000 (97.96%), error:       723.00848, best error:       679.35413 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 217.1701049805s, input_fired_time: 2.8649778366, output_fired_time: 2.9137053490, propagate_forward_time: 80.4705505371, propagate_backward_time: 126.4142684937, weight_update_time: 0.2542620897, other_time: 4.5065994263
epoch time: 17.3195533752s, input_fired_time: 0.3562302887, output_fired_time: 0.0000000000, propagate_forward_time: 16.1447010040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8186225891
validation[          , genome  6739] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       679.21985, best error:       679.21985 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 212.6430206299s, input_fired_time: 2.8314599991, output_fired_time: 2.8541178703, propagate_forward_time: 78.6251144409, propagate_backward_time: 123.7800445557, weight_update_time: 0.2493121475, other_time: 4.5522918701
epoch time: 17.0943355560s, input_fired_time: 0.3543200493, output_fired_time: 0.0000000000, propagate_forward_time: 15.9288463593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8111686707
validation[          , genome  6739] predictions:    9736/  10000 (97.36%), best:    9794/10000 (97.94%), error:       865.65466, best error:       679.21985 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 216.4725952148s, input_fired_time: 2.8754506111, output_fired_time: 2.9140348434, propagate_forward_time: 80.5459671021, propagate_backward_time: 125.4745788574, weight_update_time: 0.2551402450, other_time: 4.6625671387
epoch time: 17.2520294189s, input_fired_time: 0.3598410487, output_fired_time: 0.0000000000, propagate_forward_time: 15.9242191315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9679698944
validation[          , genome  6739] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       757.09082, best error:       679.21985 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 216.2076110840s, input_fired_time: 2.8672730923, output_fired_time: 2.9209716320, propagate_forward_time: 79.8908081055, propagate_backward_time: 125.8853073120, weight_update_time: 0.2542610168, other_time: 4.6432418823
epoch time: 17.5482139587s, input_fired_time: 0.3638679683, output_fired_time: 0.0000000000, propagate_forward_time: 16.2542705536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9300746918
validation[          , genome  6739] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       733.90735, best error:       679.21985 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 213.4810028076s, input_fired_time: 2.8423354626, output_fired_time: 2.8788352013, propagate_forward_time: 78.8417892456, propagate_backward_time: 124.3278350830, weight_update_time: 0.2515752316, other_time: 4.5902252197
epoch time: 17.6405067444s, input_fired_time: 0.3625781536, output_fired_time: 0.0000000000, propagate_forward_time: 16.4539623260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8239669800
validation[          , genome  6739] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       785.94440, best error:       679.21985 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 217.3542327881s, input_fired_time: 2.8661239147, output_fired_time: 2.9287455082, propagate_forward_time: 80.1101760864, propagate_backward_time: 126.8932647705, weight_update_time: 0.2540158033, other_time: 4.5559234619
epoch time: 17.3415508270s, input_fired_time: 0.3558988273, output_fired_time: 0.0000000000, propagate_forward_time: 16.1829204559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8027324677
validation[          , genome  6739] predictions:    9784/  10000 (97.84%), best:    9794/10000 (97.94%), error:       734.04681, best error:       679.21985 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 213.5113372803s, input_fired_time: 2.8416371346, output_fired_time: 2.8624138832, propagate_forward_time: 78.7635345459, propagate_backward_time: 124.5172729492, weight_update_time: 0.2508178055, other_time: 4.5264739990
epoch time: 17.3588504791s, input_fired_time: 0.3591817021, output_fired_time: 0.0000000000, propagate_forward_time: 16.1858253479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8138427734
validation[          , genome  6739] predictions:    9736/  10000 (97.36%), best:    9794/10000 (97.94%), error:       913.01453, best error:       679.21985 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 215.6019134521s, input_fired_time: 2.8613758087, output_fired_time: 2.8875708580, propagate_forward_time: 79.7171783447, propagate_backward_time: 125.5614089966, weight_update_time: 0.2545744777, other_time: 4.5743789673
epoch time: 17.6564884186s, input_fired_time: 0.3621664047, output_fired_time: 0.0000000000, propagate_forward_time: 16.4641284943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8301944733
validation[          , genome  6739] predictions:    9776/  10000 (97.76%), best:    9794/10000 (97.94%), error:       751.42981, best error:       679.21985 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 213.4971923828s, input_fired_time: 2.8415820599, output_fired_time: 2.8807098866, propagate_forward_time: 78.7141723633, propagate_backward_time: 124.5875320435, weight_update_time: 0.2503914833, other_time: 4.4731979370
epoch time: 17.1720924377s, input_fired_time: 0.3552063704, output_fired_time: 0.0000000000, propagate_forward_time: 16.0154209137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8014659882
validation[          , genome  6739] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       790.88507, best error:       679.21985 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 215.7000274658s, input_fired_time: 2.8658137321, output_fired_time: 2.8973491192, propagate_forward_time: 79.6832962036, propagate_backward_time: 125.6688766479, weight_update_time: 0.2538194358, other_time: 4.5846939087
epoch time: 15.6435365677s, input_fired_time: 0.3306198120, output_fired_time: 0.0000000000, propagate_forward_time: 14.5518131256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7611036301
validation[          , genome  6739] predictions:    9756/  10000 (97.56%), best:    9794/10000 (97.94%), error:       772.60913, best error:       679.21985 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 213.8666076660s, input_fired_time: 2.8456370831, output_fired_time: 2.8701908588, propagate_forward_time: 79.2398605347, propagate_backward_time: 124.4465255737, weight_update_time: 0.2515702844, other_time: 4.4643936157
epoch time: 17.4966831207s, input_fired_time: 0.3624832928, output_fired_time: 0.0000000000, propagate_forward_time: 16.2889900208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8452091217
validation[          , genome  6739] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       758.87140, best error:       679.21985 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 217.8439788818s, input_fired_time: 2.8941912651, output_fired_time: 2.9330012798, propagate_forward_time: 80.6071853638, propagate_backward_time: 126.7777252197, weight_update_time: 0.2551212311, other_time: 4.6318817139
epoch time: 16.5310020447s, input_fired_time: 0.3502926528, output_fired_time: 0.0000000000, propagate_forward_time: 15.3086547852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8720550537
validation[          , genome  6739] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       762.12030, best error:       679.21985 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 215.6577148438s, input_fired_time: 2.8653414249, output_fired_time: 2.8985748291, propagate_forward_time: 79.7443695068, propagate_backward_time: 125.5529937744, weight_update_time: 0.2519194186, other_time: 4.5964355469
epoch time: 17.4269599915s, input_fired_time: 0.3628003001, output_fired_time: 0.0000000000, propagate_forward_time: 16.2553424835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8088169098
validation[          , genome  6739] predictions:    9783/  10000 (97.83%), best:    9794/10000 (97.94%), error:       700.36957, best error:       679.21985 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 214.0484008789s, input_fired_time: 2.8535554409, output_fired_time: 2.8612482548, propagate_forward_time: 79.1569442749, propagate_backward_time: 124.6261520386, weight_update_time: 0.2516179085, other_time: 4.5504837036
epoch time: 17.4158248901s, input_fired_time: 0.3626784086, output_fired_time: 0.0000000000, propagate_forward_time: 16.2477874756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8053588867
validation[          , genome  6739] predictions:    9785/  10000 (97.85%), best:    9794/10000 (97.94%), error:       692.97058, best error:       679.21985 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 217.0973205566s, input_fired_time: 2.8850314617, output_fired_time: 2.9062070847, propagate_forward_time: 80.3727035522, propagate_backward_time: 126.4219131470, weight_update_time: 0.2538084090, other_time: 4.5114669800
epoch time: 16.4211578369s, input_fired_time: 0.3429662585, output_fired_time: 0.0000000000, propagate_forward_time: 15.2661199570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8120718002
validation[          , genome  6739] predictions:    9732/  10000 (97.32%), best:    9794/10000 (97.94%), error:       878.29388, best error:       679.21985 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 215.8838806152s, input_fired_time: 2.8636705875, output_fired_time: 2.8956453800, propagate_forward_time: 79.5036315918, propagate_backward_time: 126.0309524536, weight_update_time: 0.2541230619, other_time: 4.5899734497
epoch time: 17.2123737335s, input_fired_time: 0.3617362976, output_fired_time: 0.0000000000, propagate_forward_time: 16.0248088837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8258285522
validation[          , genome  6739] predictions:    9724/  10000 (97.24%), best:    9794/10000 (97.94%), error:       873.16730, best error:       679.21985 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 217.6157684326s, input_fired_time: 2.8798100948, output_fired_time: 2.9079303741, propagate_forward_time: 80.4729385376, propagate_backward_time: 126.7839889526, weight_update_time: 0.2552302182, other_time: 4.5711135864
epoch time: 16.9430027008s, input_fired_time: 0.3574333191, output_fired_time: 0.0000000000, propagate_forward_time: 15.7635965347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8219728470
validation[          , genome  6739] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       835.79578, best error:       679.21985 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 215.9738616943s, input_fired_time: 2.8677260876, output_fired_time: 2.9414849281, propagate_forward_time: 79.7325820923, propagate_backward_time: 125.8693161011, weight_update_time: 0.2525199950, other_time: 4.5627517700
epoch time: 17.1758117676s, input_fired_time: 0.3539398015, output_fired_time: 0.0000000000, propagate_forward_time: 16.0268974304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7949752808
validation[          , genome  6739] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       749.40741, best error:       679.21985 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 217.5109558105s, input_fired_time: 2.8745241165, output_fired_time: 2.9209816456, propagate_forward_time: 80.0790557861, propagate_backward_time: 127.0572891235, weight_update_time: 0.2557164133, other_time: 4.5791091919
epoch time: 17.4455833435s, input_fired_time: 0.3618653715, output_fired_time: 0.0000000000, propagate_forward_time: 16.2631225586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8205947876
validation[          , genome  6739] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       756.70746, best error:       679.21985 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 215.8109130859s, input_fired_time: 2.8602516651, output_fired_time: 2.9181759357, propagate_forward_time: 79.7541122437, propagate_backward_time: 125.7252502441, weight_update_time: 0.2531863749, other_time: 4.5531311035
epoch time: 17.4014511108s, input_fired_time: 0.3593508899, output_fired_time: 0.0000000000, propagate_forward_time: 16.2037067413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8383941650
validation[          , genome  6739] predictions:    9735/  10000 (97.35%), best:    9794/10000 (97.94%), error:       897.90985, best error:       679.21985 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 215.5595245361s, input_fired_time: 2.8681688309, output_fired_time: 2.8906586170, propagate_forward_time: 79.6284561157, propagate_backward_time: 125.4643173218, weight_update_time: 0.2540130913, other_time: 4.7079238892
epoch time: 17.7065391541s, input_fired_time: 0.3652320802, output_fired_time: 0.0000000000, propagate_forward_time: 16.4678668976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8734397888
validation[          , genome  6739] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       740.54858, best error:       679.21985 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 213.5340118408s, input_fired_time: 2.8496348858, output_fired_time: 2.8804397583, propagate_forward_time: 79.2220840454, propagate_backward_time: 124.0613555908, weight_update_time: 0.2528503835, other_time: 4.5204925537
epoch time: 17.7513237000s, input_fired_time: 0.3646825850, output_fired_time: 0.0000000000, propagate_forward_time: 16.5709877014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8156528473
validation[          , genome  6739] predictions:    9628/  10000 (96.28%), best:    9794/10000 (97.94%), error:      1222.74536, best error:       679.21985 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 215.6439819336s, input_fired_time: 2.8725087643, output_fired_time: 2.9140188694, propagate_forward_time: 79.9987564087, propagate_backward_time: 125.3224411011, weight_update_time: 0.2517978549, other_time: 4.5362625122
epoch time: 15.8440742493s, input_fired_time: 0.3377720416, output_fired_time: 0.0000000000, propagate_forward_time: 14.6779937744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8283081055
validation[          , genome  6739] predictions:    9755/  10000 (97.55%), best:    9794/10000 (97.94%), error:       795.26355, best error:       679.21985 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 216.0444641113s, input_fired_time: 2.8635640144, output_fired_time: 2.8996729851, propagate_forward_time: 79.3861160278, propagate_backward_time: 126.0607299805, weight_update_time: 0.2544111907, other_time: 4.8343811035
epoch time: 17.0946350098s, input_fired_time: 0.3586482704, output_fired_time: 0.0000000000, propagate_forward_time: 15.8605356216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8754510880
validation[          , genome  6739] predictions:    9776/  10000 (97.76%), best:    9794/10000 (97.94%), error:       752.51550, best error:       679.21985 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 216.4949951172s, input_fired_time: 2.8890993595, output_fired_time: 2.9060125351, propagate_forward_time: 80.3689422607, propagate_backward_time: 125.7763290405, weight_update_time: 0.2539365292, other_time: 4.5546188354
epoch time: 17.5245208740s, input_fired_time: 0.3668152094, output_fired_time: 0.0000000000, propagate_forward_time: 16.2768974304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8808078766
validation[          , genome  6739] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       791.93463, best error:       679.21985 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 216.4357910156s, input_fired_time: 2.8795115948, output_fired_time: 2.9095554352, propagate_forward_time: 80.0148086548, propagate_backward_time: 126.0307312012, weight_update_time: 0.2536301017, other_time: 4.6011657715
epoch time: 17.1880111694s, input_fired_time: 0.3596072495, output_fired_time: 0.0000000000, propagate_forward_time: 16.0285358429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7998676300
validation[          , genome  6739] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       738.90674, best error:       679.21985 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 217.0062713623s, input_fired_time: 2.8822476864, output_fired_time: 2.8919198513, propagate_forward_time: 80.1047363281, propagate_backward_time: 126.5146408081, weight_update_time: 0.2537359297, other_time: 4.6127243042
epoch time: 17.5104084015s, input_fired_time: 0.3630287051, output_fired_time: 0.0000000000, propagate_forward_time: 16.3285255432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8188533783
validation[          , genome  6739] predictions:    9752/  10000 (97.52%), best:    9794/10000 (97.94%), error:       778.18890, best error:       679.21985 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 215.9585723877s, input_fired_time: 2.8725335598, output_fired_time: 2.9155254364, propagate_forward_time: 79.7812271118, propagate_backward_time: 125.6628494263, weight_update_time: 0.2533707321, other_time: 4.7264328003
epoch time: 17.7412414551s, input_fired_time: 0.3629801571, output_fired_time: 0.0000000000, propagate_forward_time: 16.5538120270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8244495392
validation[          , genome  6739] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       876.35907, best error:       679.21985 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 216.3162231445s, input_fired_time: 2.8784809113, output_fired_time: 2.8989043236, propagate_forward_time: 80.0266342163, propagate_backward_time: 125.7965774536, weight_update_time: 0.2541854084, other_time: 4.7156295776
epoch time: 17.4740905762s, input_fired_time: 0.3617375791, output_fired_time: 0.0000000000, propagate_forward_time: 16.3073024750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8050498962
validation[          , genome  6739] predictions:    9785/  10000 (97.85%), best:    9794/10000 (97.94%), error:       728.24420, best error:       679.21985 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 214.7118682861s, input_fired_time: 2.8573317528, output_fired_time: 2.8965809345, propagate_forward_time: 78.9448471069, propagate_backward_time: 125.3358993530, weight_update_time: 0.2518120706, other_time: 4.6772232056
epoch time: 17.0276393890s, input_fired_time: 0.3585747778, output_fired_time: 0.0000000000, propagate_forward_time: 15.7763605118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8927049637
validation[          , genome  6739] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       750.73669, best error:       679.21985 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 215.0205230713s, input_fired_time: 2.8556811810, output_fired_time: 2.8848297596, propagate_forward_time: 79.4316787720, propagate_backward_time: 125.2986373901, weight_update_time: 0.2527496517, other_time: 4.5496902466
epoch time: 16.8650836945s, input_fired_time: 0.3552077711, output_fired_time: 0.0000000000, propagate_forward_time: 15.6450738907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8648023605
validation[          , genome  6739] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       760.23450, best error:       679.21985 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 215.0906677246s, input_fired_time: 2.8673830032, output_fired_time: 2.8783845901, propagate_forward_time: 79.6069946289, propagate_backward_time: 125.1360321045, weight_update_time: 0.2553041875, other_time: 4.6018676758
epoch time: 16.9449081421s, input_fired_time: 0.3604487181, output_fired_time: 0.0000000000, propagate_forward_time: 15.6551198959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9293394089
validation[          , genome  6739] predictions:    9755/  10000 (97.55%), best:    9794/10000 (97.94%), error:       791.66486, best error:       679.21985 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 217.7751922607s, input_fired_time: 2.8939309120, output_fired_time: 2.9249541759, propagate_forward_time: 80.4210205078, propagate_backward_time: 126.9013442993, weight_update_time: 0.2556569874, other_time: 4.6339340210
epoch time: 17.4362087250s, input_fired_time: 0.3611940444, output_fired_time: 0.0000000000, propagate_forward_time: 16.2541294098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8208847046
validation[          , genome  6739] predictions:    9759/  10000 (97.59%), best:    9794/10000 (97.94%), error:       775.66113, best error:       679.21985 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 213.1649017334s, input_fired_time: 2.8481273651, output_fired_time: 2.8627417088, propagate_forward_time: 78.4008865356, propagate_backward_time: 124.4968795776, weight_update_time: 0.2498888671, other_time: 4.5562515259
epoch time: 15.9672536850s, input_fired_time: 0.3417833745, output_fired_time: 0.0000000000, propagate_forward_time: 14.8409261703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7845439911
validation[          , genome  6739] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       806.49152, best error:       679.21985 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 217.5924987793s, input_fired_time: 2.9021143913, output_fired_time: 2.9354846478, propagate_forward_time: 80.5182876587, propagate_backward_time: 126.6443634033, weight_update_time: 0.2562231421, other_time: 4.5922393799
epoch time: 16.8515281677s, input_fired_time: 0.3509907722, output_fired_time: 0.0000000000, propagate_forward_time: 15.7053756714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7951622009
validation[          , genome  6739] predictions:    9757/  10000 (97.57%), best:    9794/10000 (97.94%), error:       785.79620, best error:       679.21985 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 214.7640686035s, input_fired_time: 2.8666651249, output_fired_time: 2.8935573101, propagate_forward_time: 79.1482620239, propagate_backward_time: 125.1881484985, weight_update_time: 0.2519461513, other_time: 4.6674423218
epoch time: 16.9524898529s, input_fired_time: 0.3559556305, output_fired_time: 0.0000000000, propagate_forward_time: 15.7126626968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8838720322
validation[          , genome  6739] predictions:    9784/  10000 (97.84%), best:    9794/10000 (97.94%), error:       725.54535, best error:       679.21985 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 216.4290466309s, input_fired_time: 2.8814423084, output_fired_time: 2.9068686962, propagate_forward_time: 79.8072433472, propagate_backward_time: 126.1773910522, weight_update_time: 0.2534571588, other_time: 4.6561050415
epoch time: 17.3576469421s, input_fired_time: 0.3648567498, output_fired_time: 0.0000000000, propagate_forward_time: 16.1832103729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8095798492
validation[          , genome  6739] predictions:    9783/  10000 (97.83%), best:    9794/10000 (97.94%), error:       720.82471, best error:       679.21985 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 214.3989410400s, input_fired_time: 2.8710799217, output_fired_time: 2.8636212349, propagate_forward_time: 79.4073028564, propagate_backward_time: 124.7062759399, weight_update_time: 0.2509073317, other_time: 4.5506668091
epoch time: 17.0511169434s, input_fired_time: 0.3586634099, output_fired_time: 0.0000000000, propagate_forward_time: 15.9087820053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7836713791
validation[          , genome  6739] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       738.59174, best error:       679.21985 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 213.5929107666s, input_fired_time: 2.8536000252, output_fired_time: 2.8503444195, propagate_forward_time: 78.9593811035, propagate_backward_time: 124.4184875488, weight_update_time: 0.2517567277, other_time: 4.5110931396
epoch time: 17.2416439056s, input_fired_time: 0.3613516688, output_fired_time: 0.0000000000, propagate_forward_time: 16.0813694000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7989234924
validation[          , genome  6739] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       701.44836, best error:       679.21985 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 215.5917510986s, input_fired_time: 2.8837578297, output_fired_time: 2.8943867683, propagate_forward_time: 79.5643157959, propagate_backward_time: 125.6997833252, weight_update_time: 0.2531749010, other_time: 4.5494995117
epoch time: 17.4959487915s, input_fired_time: 0.3665649295, output_fired_time: 0.0000000000, propagate_forward_time: 16.2539520264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8754310608
validation[          , genome  6739] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       710.49408, best error:       679.21985 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 215.5861663818s, input_fired_time: 2.8771555424, output_fired_time: 2.9090542793, propagate_forward_time: 79.4061813354, propagate_backward_time: 125.9053344727, weight_update_time: 0.2533176839, other_time: 4.4884338379
epoch time: 17.4370536804s, input_fired_time: 0.3650371134, output_fired_time: 0.0000000000, propagate_forward_time: 16.2186946869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8533210754
validation[          , genome  6739] predictions:    9776/  10000 (97.76%), best:    9794/10000 (97.94%), error:       743.46204, best error:       679.21985 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 215.8886413574s, input_fired_time: 2.8812639713, output_fired_time: 2.9074490070, propagate_forward_time: 79.7654647827, propagate_backward_time: 125.7811431885, weight_update_time: 0.2510792017, other_time: 4.5532989502
epoch time: 16.8185424805s, input_fired_time: 0.3539023399, output_fired_time: 0.0000000000, propagate_forward_time: 15.6663703918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7982692719
validation[          , genome  6739] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       808.45575, best error:       679.21985 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 215.8144378662s, input_fired_time: 2.8892426491, output_fired_time: 2.9144148827, propagate_forward_time: 79.7401351929, propagate_backward_time: 125.6600799561, weight_update_time: 0.2532139719, other_time: 4.6105804443
epoch time: 17.7870807648s, input_fired_time: 0.3693413734, output_fired_time: 0.0000000000, propagate_forward_time: 16.6065406799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8111991882
validation[          , genome  6739] predictions:    9731/  10000 (97.31%), best:    9794/10000 (97.94%), error:       872.81317, best error:       679.21985 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 216.3445129395s, input_fired_time: 2.8869080544, output_fired_time: 2.9114513397, propagate_forward_time: 79.6686553955, propagate_backward_time: 126.1496734619, weight_update_time: 0.2544694841, other_time: 4.7278289795
epoch time: 17.3806819916s, input_fired_time: 0.3650512993, output_fired_time: 0.0000000000, propagate_forward_time: 16.1865921021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8290386200
validation[          , genome  6739] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       821.51575, best error:       679.21985 on epoch:    57, 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: 85.9954833984s, input_fired_time: 1.7764252424, output_fired_time: 0.0000000000, propagate_forward_time: 79.8681335449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3509216309
best training[          , genome  6739] predictions:   49622/  50000 (99.24%), best:    9794/10000 (97.94%), error:      1453.53271, best error:       679.21985 on epoch:    57, 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: 17.3648929596s, input_fired_time: 0.3549067080, output_fired_time: 0.0000000000, propagate_forward_time: 16.2055130005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8044738770
   testing[          , genome  6739] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       652.86206, best error:       679.21985 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:58:53 (4468): called boinc_finish(0)

</stderr_txt>
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