Nameexact_genome_1512568488_42_3445_1
Workunit2588442
Created7 Dec 2017, 4:47:22 UTC
Sent7 Dec 2017, 4:53:54 UTC
Report deadline9 Dec 2017, 21:05:35 UTC
Received7 Dec 2017, 15:20:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time1 hours 36 min 44 sec
CPU time1 hours 33 min 56 sec
Validate stateValid
Credit668.70
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.10 MB
Peak swap size157.32 MB
Peak disk usage1.63 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.0774100646, output_fired_time: 0.0000000000, propagate_forward_time: 3.7467560768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684443474
validation[          , genome  3445] predictions:    9481/  10000 (94.81%), best:    9526/10000 (95.26%), error:      1781.33398, best error:      1629.02954 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 55.3781433105s, input_fired_time: 0.6382042766, output_fired_time: 0.6026276946, propagate_forward_time: 21.2393913269, propagate_backward_time: 30.1861076355, weight_update_time: 0.1100657061, other_time: 2.7118148804
epoch time: 5.2505469322s, input_fired_time: 0.0777228028, output_fired_time: 0.0000000000, propagate_forward_time: 4.6847705841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880533218
validation[          , genome  3445] predictions:    9503/  10000 (95.03%), best:    9526/10000 (95.26%), error:      1657.44604, best error:      1629.02954 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.3179893494s, input_fired_time: 0.6346149445, output_fired_time: 0.5992568135, propagate_forward_time: 19.2801036835, propagate_backward_time: 32.1717910767, weight_update_time: 0.1129164323, other_time: 2.6322174072
epoch time: 4.2758827209s, input_fired_time: 0.0778742954, output_fired_time: 0.0000000000, propagate_forward_time: 3.7346591949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633493423
validation[          , genome  3445] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1621.21973, best error:      1621.21973 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.1381645203s, input_fired_time: 0.6294257045, output_fired_time: 0.5875204206, propagate_forward_time: 19.8087425232, propagate_backward_time: 29.4553489685, weight_update_time: 0.1117024347, other_time: 3.6571273804
epoch time: 4.2833957672s, input_fired_time: 0.0776852220, output_fired_time: 0.0000000000, propagate_forward_time: 3.7334861755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722242355
validation[          , genome  3445] predictions:    9506/  10000 (95.06%), best:    9506/10000 (95.06%), error:      1616.28589, best error:      1616.28589 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 55.1902847290s, input_fired_time: 0.6326876879, output_fired_time: 0.6000632644, propagate_forward_time: 20.2886524200, propagate_backward_time: 31.0357952118, weight_update_time: 0.1120454520, other_time: 2.6330890656
epoch time: 4.3015727997s, input_fired_time: 0.0786367059, output_fired_time: 0.0000000000, propagate_forward_time: 3.7637896538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591464996
validation[          , genome  3445] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1525.04333, best error:      1525.04333 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 54.2610435486s, input_fired_time: 0.6293725967, output_fired_time: 0.5912655592, propagate_forward_time: 18.8548545837, propagate_backward_time: 31.5589504242, weight_update_time: 0.1111271977, other_time: 2.6266002655
epoch time: 4.2475085258s, input_fired_time: 0.0771970153, output_fired_time: 0.0000000000, propagate_forward_time: 3.7147676945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555437565
validation[          , genome  3445] predictions:    9533/  10000 (95.33%), best:    9560/10000 (95.60%), error:      1553.73425, best error:      1525.04333 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.1419181824s, input_fired_time: 0.6409667134, output_fired_time: 0.5901159048, propagate_forward_time: 20.7639751434, propagate_backward_time: 29.5187778473, weight_update_time: 0.1110098734, other_time: 2.6280803680
epoch time: 4.2386059761s, input_fired_time: 0.0771828294, output_fired_time: 0.0000000000, propagate_forward_time: 3.7072083950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542148113
validation[          , genome  3445] predictions:    9535/  10000 (95.35%), best:    9560/10000 (95.60%), error:      1583.33252, best error:      1525.04333 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.4845275879s, input_fired_time: 0.7760714293, output_fired_time: 0.6631597877, propagate_forward_time: 21.9946384430, propagate_backward_time: 34.9896697998, weight_update_time: 0.1200922802, other_time: 4.0609893799
epoch time: 5.9804205894s, input_fired_time: 0.0913809538, output_fired_time: 0.0000000000, propagate_forward_time: 5.3731904030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158491135
validation[          , genome  3445] predictions:    9509/  10000 (95.09%), best:    9560/10000 (95.60%), error:      1593.75122, best error:      1525.04333 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.3986625671s, input_fired_time: 0.6446250677, output_fired_time: 0.5960862637, propagate_forward_time: 20.2292175293, propagate_backward_time: 30.2483921051, weight_update_time: 0.1190521568, other_time: 2.6803417206
epoch time: 4.5822687149s, input_fired_time: 0.0831859857, output_fired_time: 0.0000000000, propagate_forward_time: 4.0064907074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925918579
validation[          , genome  3445] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1511.52771, best error:      1511.52771 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.6443786621s, input_fired_time: 0.6264981627, output_fired_time: 0.5835958719, propagate_forward_time: 18.6567211151, propagate_backward_time: 30.1770782471, weight_update_time: 0.1098932251, other_time: 2.6004867554
epoch time: 5.6824450493s, input_fired_time: 0.0850215107, output_fired_time: 0.0000000000, propagate_forward_time: 5.0995388031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978847504
validation[          , genome  3445] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1553.72815, best error:      1511.52771 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.9838027954s, input_fired_time: 0.6295248270, output_fired_time: 0.5859029293, propagate_forward_time: 18.7685508728, propagate_backward_time: 30.3807449341, weight_update_time: 0.1101947501, other_time: 2.6190795898
epoch time: 5.2605037689s, input_fired_time: 0.0778968111, output_fired_time: 0.0000000000, propagate_forward_time: 4.7251162529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574909210
validation[          , genome  3445] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1444.24597, best error:      1444.24597 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.7240104675s, input_fired_time: 0.6281032562, output_fired_time: 0.5868965387, propagate_forward_time: 20.5689582825, propagate_backward_time: 28.3358936310, weight_update_time: 0.1103975475, other_time: 2.6041622162
epoch time: 5.3812193871s, input_fired_time: 0.0817243084, output_fired_time: 0.0000000000, propagate_forward_time: 4.8255496025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739456177
validation[          , genome  3445] predictions:    9529/  10000 (95.29%), best:    9560/10000 (95.60%), error:      1623.60767, best error:      1444.24597 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.8816528320s, input_fired_time: 0.6260156035, output_fired_time: 0.5834203362, propagate_forward_time: 18.6663646698, propagate_backward_time: 30.3991851807, weight_update_time: 0.1114702523, other_time: 2.6066665649
epoch time: 4.3099279404s, input_fired_time: 0.0790501088, output_fired_time: 0.0000000000, propagate_forward_time: 3.7627966404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680812359
validation[          , genome  3445] predictions:    9562/  10000 (95.62%), best:    9560/10000 (95.60%), error:      1481.64368, best error:      1444.24597 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.5076408386s, input_fired_time: 1.6434304714, output_fired_time: 0.5904119015, propagate_forward_time: 18.9099903107, propagate_backward_time: 30.6997203827, weight_update_time: 0.1111971065, other_time: 2.6640872955
epoch time: 4.1648797989s, input_fired_time: 0.0767674670, output_fired_time: 0.0000000000, propagate_forward_time: 3.6376380920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504742622
validation[          , genome  3445] predictions:    9545/  10000 (95.45%), best:    9560/10000 (95.60%), error:      1491.82947, best error:      1444.24597 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.2799377441s, input_fired_time: 0.6341315508, output_fired_time: 0.5895163417, propagate_forward_time: 20.9875640869, propagate_backward_time: 29.4593372345, weight_update_time: 0.1102890596, other_time: 2.6093883514
epoch time: 4.2971782684s, input_fired_time: 0.0785678029, output_fired_time: 0.0000000000, propagate_forward_time: 3.7493326664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692776203
validation[          , genome  3445] predictions:    9561/  10000 (95.61%), best:    9560/10000 (95.60%), error:      1473.68848, best error:      1444.24597 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.0741691589s, input_fired_time: 0.6318291426, output_fired_time: 0.5874897242, propagate_forward_time: 19.7997760773, propagate_backward_time: 30.4276733398, weight_update_time: 0.1111565381, other_time: 2.6274032593
epoch time: 4.3251409531s, input_fired_time: 0.0792201832, output_fired_time: 0.0000000000, propagate_forward_time: 3.7822406292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636800289
validation[          , genome  3445] predictions:    9545/  10000 (95.45%), best:    9560/10000 (95.60%), error:      1498.63696, best error:      1444.24597 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 54.7160606384s, input_fired_time: 0.6324709654, output_fired_time: 0.5943719149, propagate_forward_time: 20.0460109711, propagate_backward_time: 30.7917861938, weight_update_time: 0.1111126170, other_time: 2.6514205933
epoch time: 4.2170963287s, input_fired_time: 0.0770753399, output_fired_time: 0.0000000000, propagate_forward_time: 3.6942245960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457962513
validation[          , genome  3445] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1462.80457, best error:      1444.24597 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.3773918152s, input_fired_time: 0.6334625483, output_fired_time: 0.5898134708, propagate_forward_time: 19.9288673401, propagate_backward_time: 30.5935688019, weight_update_time: 0.1104488149, other_time: 2.6316814423
epoch time: 4.1967906952s, input_fired_time: 0.0763168558, output_fired_time: 0.0000000000, propagate_forward_time: 3.6670217514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534521103
validation[          , genome  3445] predictions:    9553/  10000 (95.53%), best:    9560/10000 (95.60%), error:      1469.66309, best error:      1444.24597 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 58.8624382019s, input_fired_time: 0.6644313335, output_fired_time: 0.6440805197, propagate_forward_time: 22.6421127319, propagate_backward_time: 32.0566177368, weight_update_time: 0.1172282919, other_time: 2.8551940918
epoch time: 4.1210474968s, input_fired_time: 0.0750960931, output_fired_time: 0.0000000000, propagate_forward_time: 3.5967779160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491734505
validation[          , genome  3445] predictions:    9554/  10000 (95.54%), best:    9560/10000 (95.60%), error:      1466.55481, best error:      1444.24597 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.2652854919s, input_fired_time: 0.7244834900, output_fired_time: 0.6690749526, propagate_forward_time: 21.1492671967, propagate_backward_time: 35.6093788147, weight_update_time: 0.1367306560, other_time: 3.1130790710
epoch time: 4.5933594704s, input_fired_time: 0.0838911906, output_fired_time: 0.0000000000, propagate_forward_time: 4.0193796158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900884628
validation[          , genome  3445] predictions:    9534/  10000 (95.34%), best:    9560/10000 (95.60%), error:      1531.56311, best error:      1444.24597 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.7827987671s, input_fired_time: 1.6466588974, output_fired_time: 0.5851701498, propagate_forward_time: 19.7011489868, propagate_backward_time: 28.2489414215, weight_update_time: 0.1100739986, other_time: 2.6008777618
epoch time: 5.4180092812s, input_fired_time: 0.0828942358, output_fired_time: 0.0000000000, propagate_forward_time: 4.8446745872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904403687
validation[          , genome  3445] predictions:    9556/  10000 (95.56%), best:    9560/10000 (95.60%), error:      1481.47009, best error:      1444.24597 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.4548988342s, input_fired_time: 0.6268702745, output_fired_time: 0.5815417767, propagate_forward_time: 19.5885372162, propagate_backward_time: 29.0677280426, weight_update_time: 0.1094841436, other_time: 2.5902214050
epoch time: 5.7432584763s, input_fired_time: 0.0844771191, output_fired_time: 0.0000000000, propagate_forward_time: 4.1399192810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5188622475
validation[          , genome  3445] predictions:    9519/  10000 (95.19%), best:    9560/10000 (95.60%), error:      1522.99817, best error:      1444.24597 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.4663009644s, input_fired_time: 0.7428169847, output_fired_time: 0.6980339289, propagate_forward_time: 24.0390701294, propagate_backward_time: 33.8554115295, weight_update_time: 0.1537017524, other_time: 4.1309700012
epoch time: 4.2456088066s, input_fired_time: 0.0787666515, output_fired_time: 0.0000000000, propagate_forward_time: 3.7105503082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562916756
validation[          , genome  3445] predictions:    9496/  10000 (94.96%), best:    9560/10000 (95.60%), error:      1629.32043, best error:      1444.24597 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 55.5281105042s, input_fired_time: 0.6651951671, output_fired_time: 0.5965176225, propagate_forward_time: 19.3362007141, propagate_backward_time: 32.3180732727, weight_update_time: 0.1104234159, other_time: 2.6121215820
epoch time: 4.4098978043s, input_fired_time: 0.0793658644, output_fired_time: 0.0000000000, propagate_forward_time: 3.8730826378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574494362
validation[          , genome  3445] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1444.03870, best error:      1444.03870 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.1718826294s, input_fired_time: 0.6314901710, output_fired_time: 0.5891706944, propagate_forward_time: 19.8402252197, propagate_backward_time: 30.4907455444, weight_update_time: 0.1113148555, other_time: 2.6202507019
epoch time: 4.2341189384s, input_fired_time: 0.0776485503, output_fired_time: 0.0000000000, propagate_forward_time: 3.6971359253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593343735
validation[          , genome  3445] predictions:    9566/  10000 (95.66%), best:    9572/10000 (95.72%), error:      1462.47266, best error:      1444.03870 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.9310874939s, input_fired_time: 0.6357795596, output_fired_time: 0.5987272263, propagate_forward_time: 20.1330432892, propagate_backward_time: 30.8831806183, weight_update_time: 0.1118539572, other_time: 2.6803569794
epoch time: 6.3146958351s, input_fired_time: 0.1319423467, output_fired_time: 0.0000000000, propagate_forward_time: 5.5088047981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739487648
validation[          , genome  3445] predictions:    9541/  10000 (95.41%), best:    9572/10000 (95.72%), error:      1483.67017, best error:      1444.03870 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 56.0537490845s, input_fired_time: 0.6379582882, output_fired_time: 0.6134746671, propagate_forward_time: 21.5778808594, propagate_backward_time: 30.5527725220, weight_update_time: 0.1115919799, other_time: 2.6716613770
epoch time: 4.2900991440s, input_fired_time: 0.0794474557, output_fired_time: 0.0000000000, propagate_forward_time: 3.7482235432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624283314
validation[          , genome  3445] predictions:    9504/  10000 (95.04%), best:    9572/10000 (95.72%), error:      1618.74658, best error:      1444.03870 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 55.3114395142s, input_fired_time: 1.6535056829, output_fired_time: 0.6150423884, propagate_forward_time: 20.3113746643, propagate_backward_time: 29.0812435150, weight_update_time: 0.1126828119, other_time: 3.6502704620
epoch time: 4.2823185921s, input_fired_time: 0.0791268721, output_fired_time: 0.0000000000, propagate_forward_time: 3.7407286167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624631405
validation[          , genome  3445] predictions:    9531/  10000 (95.31%), best:    9572/10000 (95.72%), error:      1497.07813, best error:      1444.03870 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.9042701721s, input_fired_time: 0.6285957098, output_fired_time: 0.5895372629, propagate_forward_time: 20.6760082245, propagate_backward_time: 29.4045047760, weight_update_time: 0.1098418608, other_time: 2.6056194305
epoch time: 4.1573543549s, input_fired_time: 0.0774828792, output_fired_time: 0.0000000000, propagate_forward_time: 3.6332440376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466276169
validation[          , genome  3445] predictions:    9545/  10000 (95.45%), best:    9572/10000 (95.72%), error:      1517.72327, best error:      1444.03870 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.1063003540s, input_fired_time: 0.7566649914, output_fired_time: 0.7827975154, propagate_forward_time: 24.0012130737, propagate_backward_time: 34.4916305542, weight_update_time: 0.1205415875, other_time: 3.0739936829
epoch time: 4.5963425636s, input_fired_time: 0.0794557780, output_fired_time: 0.0000000000, propagate_forward_time: 4.0282483101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886384010
validation[          , genome  3445] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1415.60376, best error:      1415.60376 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.9947624207s, input_fired_time: 0.6334556937, output_fired_time: 0.5887899399, propagate_forward_time: 19.7628784180, propagate_backward_time: 30.4185829163, weight_update_time: 0.1101820767, other_time: 2.5910530090
epoch time: 4.2129321098s, input_fired_time: 0.0780292675, output_fired_time: 0.0000000000, propagate_forward_time: 3.6804366112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544663429
validation[          , genome  3445] predictions:    9561/  10000 (95.61%), best:    9577/10000 (95.77%), error:      1422.32617, best error:      1415.60376 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.9174575806s, input_fired_time: 0.6337851882, output_fired_time: 0.5874060392, propagate_forward_time: 18.7738971710, propagate_backward_time: 31.3221397400, weight_update_time: 0.1101986766, other_time: 2.6002311707
epoch time: 4.2921142578s, input_fired_time: 0.0788331777, output_fired_time: 0.0000000000, propagate_forward_time: 3.7540259361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592552185
validation[          , genome  3445] predictions:    9490/  10000 (94.90%), best:    9577/10000 (95.77%), error:      1656.90930, best error:      1415.60376 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.5029716492s, input_fired_time: 0.6368981600, output_fired_time: 0.5946607590, propagate_forward_time: 19.9873504639, propagate_backward_time: 30.6505088806, weight_update_time: 0.1108857393, other_time: 2.6335525513
epoch time: 4.3143496513s, input_fired_time: 0.0796463862, output_fired_time: 0.0000000000, propagate_forward_time: 3.7728817463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618213177
validation[          , genome  3445] predictions:    9562/  10000 (95.62%), best:    9577/10000 (95.77%), error:      1466.60876, best error:      1415.60376 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.9344024658s, input_fired_time: 0.6347504854, output_fired_time: 0.5907858014, propagate_forward_time: 18.7807025909, propagate_backward_time: 31.3232574463, weight_update_time: 0.1104703695, other_time: 2.6049041748
epoch time: 4.1965498924s, input_fired_time: 0.0782002881, output_fired_time: 0.0000000000, propagate_forward_time: 3.6689116955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494378567
validation[          , genome  3445] predictions:    9535/  10000 (95.35%), best:    9577/10000 (95.77%), error:      1556.30859, best error:      1415.60376 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 54.5142745972s, input_fired_time: 0.6385667324, output_fired_time: 0.5940374732, propagate_forward_time: 19.9611377716, propagate_backward_time: 29.6687507629, weight_update_time: 0.1114013940, other_time: 3.6517829895
epoch time: 4.2437109947s, input_fired_time: 0.0781025440, output_fired_time: 0.0000000000, propagate_forward_time: 3.7113294601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542789459
validation[          , genome  3445] predictions:    9513/  10000 (95.13%), best:    9577/10000 (95.77%), error:      1561.77405, best error:      1415.60376 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.9178962708s, input_fired_time: 0.6350362897, output_fired_time: 0.5876281857, propagate_forward_time: 18.7518253326, propagate_backward_time: 31.3326473236, weight_update_time: 0.1104356796, other_time: 2.6107578278
epoch time: 4.2685461044s, input_fired_time: 0.0790907368, output_fired_time: 0.0000000000, propagate_forward_time: 3.7312476635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582078457
validation[          , genome  3445] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1497.16956, best error:      1415.60376 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 54.1664085388s, input_fired_time: 0.6387054920, output_fired_time: 0.5911684036, propagate_forward_time: 19.8273181915, propagate_backward_time: 30.4992008209, weight_update_time: 0.1104445755, other_time: 2.6100139618
epoch time: 4.2738075256s, input_fired_time: 0.0795491040, output_fired_time: 0.0000000000, propagate_forward_time: 3.7302844524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639737606
validation[          , genome  3445] predictions:    9561/  10000 (95.61%), best:    9577/10000 (95.77%), error:      1501.04236, best error:      1415.60376 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 55.7662391663s, input_fired_time: 0.6356711388, output_fired_time: 0.5946915746, propagate_forward_time: 20.6036624908, propagate_backward_time: 29.2434940338, weight_update_time: 0.1107709482, other_time: 4.6887187958
epoch time: 4.2724022865s, input_fired_time: 0.0792304948, output_fired_time: 0.0000000000, propagate_forward_time: 3.7351598740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580121040
validation[          , genome  3445] predictions:    9527/  10000 (95.27%), best:    9577/10000 (95.77%), error:      1556.18359, best error:      1415.60376 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.6915855408s, input_fired_time: 0.6426950097, output_fired_time: 1.6319054365, propagate_forward_time: 21.7919998169, propagate_backward_time: 29.8811187744, weight_update_time: 0.1271143705, other_time: 2.7438659668
epoch time: 4.4611883163s, input_fired_time: 0.0798120201, output_fired_time: 0.0000000000, propagate_forward_time: 3.9244561195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569201469
validation[          , genome  3445] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1415.43811, best error:      1415.43811 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 54.2655296326s, input_fired_time: 0.6382056475, output_fired_time: 0.5912089944, propagate_forward_time: 18.8749656677, propagate_backward_time: 31.5207023621, weight_update_time: 0.1105505526, other_time: 2.6404457092
epoch time: 4.2735433578s, input_fired_time: 0.0790784806, output_fired_time: 0.0000000000, propagate_forward_time: 3.7396457195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548189640
validation[          , genome  3445] predictions:    9521/  10000 (95.21%), best:    9570/10000 (95.70%), error:      1487.25220, best error:      1415.43811 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.4973335266s, input_fired_time: 0.6403540373, output_fired_time: 0.5935795307, propagate_forward_time: 21.1812705994, propagate_backward_time: 28.4503746033, weight_update_time: 0.1112347245, other_time: 2.6317558289
epoch time: 4.2247242928s, input_fired_time: 0.0786352307, output_fired_time: 0.0000000000, propagate_forward_time: 3.6849541664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611349106
validation[          , genome  3445] predictions:    9543/  10000 (95.43%), best:    9570/10000 (95.70%), error:      1496.13477, best error:      1415.43811 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.8249435425s, input_fired_time: 0.6537347436, output_fired_time: 0.6124374866, propagate_forward_time: 21.1704273224, propagate_backward_time: 32.6845054626, weight_update_time: 0.1205224097, other_time: 2.7038383484
epoch time: 4.4767527580s, input_fired_time: 0.0807395950, output_fired_time: 0.0000000000, propagate_forward_time: 3.9027111530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933021069
validation[          , genome  3445] predictions:    9555/  10000 (95.55%), best:    9570/10000 (95.70%), error:      1454.55249, best error:      1415.43811 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.1248016357s, input_fired_time: 0.6432672143, output_fired_time: 0.5917088389, propagate_forward_time: 18.8370151520, propagate_backward_time: 31.4531955719, weight_update_time: 0.1107764095, other_time: 2.5996150970
epoch time: 4.0965175629s, input_fired_time: 0.0762768015, output_fired_time: 0.0000000000, propagate_forward_time: 3.5805954933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396452904
validation[          , genome  3445] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1409.71692, best error:      1409.71692 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.6325454712s, input_fired_time: 0.6424438357, output_fired_time: 0.5970672369, propagate_forward_time: 21.0116043091, propagate_backward_time: 29.8007278442, weight_update_time: 0.1108300760, other_time: 2.5806999207
epoch time: 4.1335835457s, input_fired_time: 0.0771193057, output_fired_time: 0.0000000000, propagate_forward_time: 3.6091485023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473156929
validation[          , genome  3445] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1382.54480, best error:      1382.54480 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.3826560974s, input_fired_time: 0.6989222765, output_fired_time: 0.6122401953, propagate_forward_time: 20.8637943268, propagate_backward_time: 31.4535007477, weight_update_time: 0.1239745021, other_time: 2.7542018890
epoch time: 5.8792905807s, input_fired_time: 0.0948824584, output_fired_time: 0.0000000000, propagate_forward_time: 5.1220612526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623468399
validation[          , genome  3445] predictions:    9540/  10000 (95.40%), best:    9591/10000 (95.91%), error:      1543.15540, best error:      1382.54480 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.4281806946s, input_fired_time: 0.6391009092, output_fired_time: 0.5914427638, propagate_forward_time: 19.9178905487, propagate_backward_time: 29.6474132538, weight_update_time: 0.1109195128, other_time: 3.6323337555
epoch time: 4.2977409363s, input_fired_time: 0.0797895491, output_fired_time: 0.0000000000, propagate_forward_time: 3.7515225410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664287567
validation[          , genome  3445] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1379.76758, best error:      1379.76758 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 54.0157699585s, input_fired_time: 0.6472583413, output_fired_time: 0.5876240134, propagate_forward_time: 20.7839374542, propagate_backward_time: 29.3969097137, weight_update_time: 0.1099068746, other_time: 2.6000404358
epoch time: 4.2825598717s, input_fired_time: 0.0789729357, output_fired_time: 0.0000000000, propagate_forward_time: 3.7458670139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577200413
validation[          , genome  3445] predictions:    9568/  10000 (95.68%), best:    9575/10000 (95.75%), error:      1402.37988, best error:      1379.76758 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.9242630005s, input_fired_time: 0.6354972720, output_fired_time: 0.5891785026, propagate_forward_time: 20.7888755798, propagate_backward_time: 29.3105392456, weight_update_time: 0.1098717302, other_time: 2.6001701355
epoch time: 4.2978644371s, input_fired_time: 0.0799136385, output_fired_time: 0.0000000000, propagate_forward_time: 3.7563126087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616382122
validation[          , genome  3445] predictions:    9566/  10000 (95.66%), best:    9575/10000 (95.75%), error:      1498.57361, best error:      1379.76758 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.1105880737s, input_fired_time: 0.6399076581, output_fired_time: 0.5900144577, propagate_forward_time: 18.8291740417, propagate_backward_time: 31.4318790436, weight_update_time: 0.1106820032, other_time: 2.6196117401
epoch time: 4.2506709099s, input_fired_time: 0.0794596747, output_fired_time: 0.0000000000, propagate_forward_time: 3.7107775211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604337215
validation[          , genome  3445] predictions:    9556/  10000 (95.56%), best:    9575/10000 (95.75%), error:      1409.36487, best error:      1379.76758 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.9492225647s, input_fired_time: 0.6379475594, output_fired_time: 0.5876236558, propagate_forward_time: 20.7066001892, propagate_backward_time: 29.3939456940, weight_update_time: 0.1105436385, other_time: 2.6231060028
epoch time: 4.2119512558s, input_fired_time: 0.0789421424, output_fired_time: 0.0000000000, propagate_forward_time: 3.6772964001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557125568
validation[          , genome  3445] predictions:    9510/  10000 (95.10%), best:    9575/10000 (95.75%), error:      1623.48254, best error:      1379.76758 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 53.6956863403s, input_fired_time: 0.6350708604, output_fired_time: 0.5825358629, propagate_forward_time: 19.6291522980, propagate_backward_time: 30.2410964966, weight_update_time: 0.1103094965, other_time: 2.6078338623
epoch time: 4.3045711517s, input_fired_time: 0.0798985288, output_fired_time: 0.0000000000, propagate_forward_time: 3.7676441669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570286274
validation[          , genome  3445] predictions:    9563/  10000 (95.63%), best:    9575/10000 (95.75%), error:      1422.37573, best error:      1379.76758 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.4764785767s, input_fired_time: 0.6763743758, output_fired_time: 0.6081761122, propagate_forward_time: 22.7487030029, propagate_backward_time: 29.6708793640, weight_update_time: 0.1149140969, other_time: 2.7723464966
epoch time: 7.4816908836s, input_fired_time: 0.1521645933, output_fired_time: 0.0000000000, propagate_forward_time: 6.4277977943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9017286301
validation[          , genome  3445] predictions:    9533/  10000 (95.33%), best:    9575/10000 (95.75%), error:      1509.64404, best error:      1379.76758 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.6292991638s, input_fired_time: 0.6615254283, output_fired_time: 0.6276657581, propagate_forward_time: 19.7488288879, propagate_backward_time: 32.8230514526, weight_update_time: 0.1163583770, other_time: 2.7682266235
epoch time: 4.3262405396s, input_fired_time: 0.0803637132, output_fired_time: 0.0000000000, propagate_forward_time: 3.7832999229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625768661
validation[          , genome  3445] predictions:    9555/  10000 (95.55%), best:    9575/10000 (95.75%), error:      1466.29858, best error:      1379.76758 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 54.0526695251s, input_fired_time: 1.6481262445, output_fired_time: 0.5874872208, propagate_forward_time: 18.7630424500, propagate_backward_time: 30.4421081543, weight_update_time: 0.1104860306, other_time: 2.6119079590
epoch time: 4.0936155319s, input_fired_time: 0.0774623826, output_fired_time: 0.0000000000, propagate_forward_time: 3.5654125214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507408142
validation[          , genome  3445] predictions:    9533/  10000 (95.33%), best:    9575/10000 (95.75%), error:      1502.38892, best error:      1379.76758 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.5372657776s, input_fired_time: 0.6442838311, output_fired_time: 0.5924826860, propagate_forward_time: 19.0017490387, propagate_backward_time: 31.6632003784, weight_update_time: 0.1114731655, other_time: 2.6355514526
epoch time: 4.1507997513s, input_fired_time: 0.0779373720, output_fired_time: 0.0000000000, propagate_forward_time: 3.6280717850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447903633
validation[          , genome  3445] predictions:    9589/  10000 (95.89%), best:    9575/10000 (95.75%), error:      1388.45715, best error:      1379.76758 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.4717025757s, input_fired_time: 0.6527743340, output_fired_time: 0.6074990630, propagate_forward_time: 22.8381271362, propagate_backward_time: 29.7174930573, weight_update_time: 0.1115064174, other_time: 2.6558094025
epoch time: 4.3158121109s, input_fired_time: 0.0792197138, output_fired_time: 0.0000000000, propagate_forward_time: 3.7815842628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550080299
validation[          , genome  3445] predictions:    9560/  10000 (95.60%), best:    9575/10000 (95.75%), error:      1442.65942, best error:      1379.76758 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.2897453308s, input_fired_time: 0.6417165995, output_fired_time: 0.5931199789, propagate_forward_time: 21.8327064514, propagate_backward_time: 28.5933837891, weight_update_time: 0.1115509048, other_time: 2.6288185120
epoch time: 4.2024407387s, input_fired_time: 0.0786938891, output_fired_time: 0.0000000000, propagate_forward_time: 3.6671726704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565742016
validation[          , genome  3445] predictions:    9539/  10000 (95.39%), best:    9575/10000 (95.75%), error:      1521.15063, best error:      1379.76758 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 54.2640762329s, input_fired_time: 0.6448379159, output_fired_time: 0.5895863771, propagate_forward_time: 21.9043655396, propagate_backward_time: 28.5097904205, weight_update_time: 0.1114302203, other_time: 2.6154956818
epoch time: 4.2393307686s, input_fired_time: 0.0797362551, output_fired_time: 0.0000000000, propagate_forward_time: 3.6964244843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631700516
validation[          , genome  3445] predictions:    9565/  10000 (95.65%), best:    9575/10000 (95.75%), error:      1458.03003, best error:      1379.76758 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.6442260742s, input_fired_time: 0.6385836601, output_fired_time: 0.5857312083, propagate_forward_time: 19.7712821960, propagate_backward_time: 30.0400238037, weight_update_time: 0.1112043858, other_time: 2.6086044312
epoch time: 4.2345566750s, input_fired_time: 0.0792114139, output_fired_time: 0.0000000000, propagate_forward_time: 3.7024383545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529070854
validation[          , genome  3445] predictions:    9521/  10000 (95.21%), best:    9575/10000 (95.75%), error:      1536.51123, best error:      1379.76758 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.0770149231s, input_fired_time: 0.6413949132, output_fired_time: 0.5939339995, propagate_forward_time: 19.7968635559, propagate_backward_time: 30.4179096222, weight_update_time: 0.1109937131, other_time: 2.6269130707
epoch time: 4.3501758575s, input_fired_time: 0.0814814121, output_fired_time: 0.0000000000, propagate_forward_time: 3.8084585667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602358341
validation[          , genome  3445] predictions:    9571/  10000 (95.71%), best:    9575/10000 (95.75%), error:      1433.22339, best error:      1379.76758 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.3835220337s, input_fired_time: 0.6828830242, output_fired_time: 0.6140047908, propagate_forward_time: 23.7931499481, propagate_backward_time: 31.3975181580, weight_update_time: 0.1201730892, other_time: 2.8959617615
epoch time: 4.2602462769s, input_fired_time: 0.0789749026, output_fired_time: 0.0000000000, propagate_forward_time: 3.7306203842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506511688
validation[          , genome  3445] predictions:    9584/  10000 (95.84%), best:    9575/10000 (95.75%), error:      1397.62183, best error:      1379.76758 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.0785293579s, input_fired_time: 1.7586129904, output_fired_time: 0.7377910614, propagate_forward_time: 21.2483901978, propagate_backward_time: 34.2343902588, weight_update_time: 0.1256037951, other_time: 3.0993423462
epoch time: 4.2860932350s, input_fired_time: 0.0799317658, output_fired_time: 0.0000000000, propagate_forward_time: 3.7501571178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560043812
validation[          , genome  3445] predictions:    9576/  10000 (95.76%), best:    9575/10000 (95.75%), error:      1399.19946, best error:      1379.76758 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 54.1567344666s, input_fired_time: 0.6438712478, output_fired_time: 0.5885421038, propagate_forward_time: 19.8007755280, propagate_backward_time: 30.4881973267, weight_update_time: 0.1213229895, other_time: 2.6353454590
epoch time: 4.2892570496s, input_fired_time: 0.0808040798, output_fired_time: 0.0000000000, propagate_forward_time: 3.7476162910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608368874
validation[          , genome  3445] predictions:    9523/  10000 (95.23%), best:    9575/10000 (95.75%), error:      1537.05017, best error:      1379.76758 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 54.4515762329s, input_fired_time: 0.6438525319, output_fired_time: 0.5948563218, propagate_forward_time: 19.9260520935, propagate_backward_time: 30.6458168030, weight_update_time: 0.1111961007, other_time: 2.6409988403
epoch time: 4.3059144020s, input_fired_time: 0.0808915421, output_fired_time: 0.0000000000, propagate_forward_time: 3.7625224590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625003338
validation[          , genome  3445] predictions:    9562/  10000 (95.62%), best:    9575/10000 (95.75%), error:      1455.00684, best error:      1379.76758 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.4556999207s, input_fired_time: 0.6463389397, output_fired_time: 0.5942313075, propagate_forward_time: 18.9742221832, propagate_backward_time: 29.5922508240, weight_update_time: 0.1114776582, other_time: 4.6486549377
epoch time: 8.0823822021s, input_fired_time: 0.1480048001, output_fired_time: 0.0000000000, propagate_forward_time: 7.0686268806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657503128
validation[          , genome  3445] predictions:    9558/  10000 (95.58%), best:    9575/10000 (95.75%), error:      1446.57996, best error:      1379.76758 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.4272460938s, input_fired_time: 0.6403409243, output_fired_time: 0.5933799148, propagate_forward_time: 20.9723262787, propagate_backward_time: 29.6165237427, weight_update_time: 0.1105265394, other_time: 2.6046752930
epoch time: 4.2473564148s, input_fired_time: 0.0800172761, output_fired_time: 0.0000000000, propagate_forward_time: 3.7085731030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587662220
validation[          , genome  3445] predictions:    9536/  10000 (95.36%), best:    9575/10000 (95.75%), error:      1489.48254, best error:      1379.76758 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.1383285522s, input_fired_time: 0.6420530677, output_fired_time: 0.5899314284, propagate_forward_time: 19.8220081329, propagate_backward_time: 30.4669685364, weight_update_time: 0.1100260392, other_time: 2.6173667908
epoch time: 4.2643861771s, input_fired_time: 0.0801042393, output_fired_time: 0.0000000000, propagate_forward_time: 3.7197508812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645309448
validation[          , genome  3445] predictions:    9560/  10000 (95.60%), best:    9575/10000 (95.75%), error:      1466.16931, best error:      1379.76758 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.9230690002s, input_fired_time: 0.6414668560, output_fired_time: 0.5856588483, propagate_forward_time: 19.7198448181, propagate_backward_time: 30.3267879486, weight_update_time: 0.1104874685, other_time: 2.6493091583
epoch time: 4.3321509361s, input_fired_time: 0.0812683329, output_fired_time: 0.0000000000, propagate_forward_time: 3.7855665684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653160572
validation[          , genome  3445] predictions:    9590/  10000 (95.90%), best:    9575/10000 (95.75%), error:      1397.25769, best error:      1379.76758 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 54.0011215210s, input_fired_time: 0.6428824067, output_fired_time: 0.5891574621, propagate_forward_time: 18.7579727173, propagate_backward_time: 31.3923072815, weight_update_time: 0.1101913899, other_time: 2.6188011169
epoch time: 4.2541165352s, input_fired_time: 0.0797250494, output_fired_time: 0.0000000000, propagate_forward_time: 3.7210750580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533162117
validation[          , genome  3445] predictions:    9576/  10000 (95.76%), best:    9575/10000 (95.75%), error:      1424.50537, best error:      1379.76758 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.2211837769s, input_fired_time: 0.6454607844, output_fired_time: 0.5899754763, propagate_forward_time: 18.8089256287, propagate_backward_time: 31.5547485352, weight_update_time: 0.1109180748, other_time: 2.6220703125
epoch time: 4.2286214828s, input_fired_time: 0.0797665715, output_fired_time: 0.0000000000, propagate_forward_time: 3.6956040859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532506466
validation[          , genome  3445] predictions:    9562/  10000 (95.62%), best:    9575/10000 (95.75%), error:      1450.11938, best error:      1379.76758 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 54.2650947571s, input_fired_time: 0.6445214748, output_fired_time: 0.5899055004, propagate_forward_time: 18.8419189453, propagate_backward_time: 31.5661067963, weight_update_time: 0.1108169109, other_time: 2.6226444244
epoch time: 4.1280908585s, input_fired_time: 0.0785917342, output_fired_time: 0.0000000000, propagate_forward_time: 3.6028242111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466748238
validation[          , genome  3445] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1377.48621, best error:      1377.48621 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.3068199158s, input_fired_time: 0.6448241472, output_fired_time: 0.6102902889, propagate_forward_time: 20.8515567780, propagate_backward_time: 29.5842285156, weight_update_time: 0.1106687561, other_time: 2.6159210205
epoch time: 4.2828397751s, input_fired_time: 0.0805524215, output_fired_time: 0.0000000000, propagate_forward_time: 3.7390096188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632775784
validation[          , genome  3445] predictions:    9563/  10000 (95.63%), best:    9594/10000 (95.94%), error:      1460.69312, best error:      1377.48621 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.3423156738s, input_fired_time: 0.6471551657, output_fired_time: 0.5927461386, propagate_forward_time: 18.9142951965, propagate_backward_time: 31.5621509552, weight_update_time: 0.1122301519, other_time: 2.6259670258
epoch time: 4.2988343239s, input_fired_time: 0.0809404179, output_fired_time: 0.0000000000, propagate_forward_time: 3.7528455257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650485516
validation[          , genome  3445] predictions:    9542/  10000 (95.42%), best:    9594/10000 (95.94%), error:      1461.14111, best error:      1377.48621 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.3562660217s, input_fired_time: 0.6432155967, output_fired_time: 0.5891148448, propagate_forward_time: 18.7866230011, propagate_backward_time: 30.7094421387, weight_update_time: 0.1111477315, other_time: 2.6278686523
epoch time: 4.1637830734s, input_fired_time: 0.0784881637, output_fired_time: 0.0000000000, propagate_forward_time: 3.6313583851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539363384
validation[          , genome  3445] predictions:    9584/  10000 (95.84%), best:    9584/10000 (95.84%), error:      1358.87793, best error:      1358.87793 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.3637046814s, input_fired_time: 0.6396716237, output_fired_time: 0.5848485827, propagate_forward_time: 18.6704940796, propagate_backward_time: 30.8757095337, weight_update_time: 0.1104209870, other_time: 2.5929794312
epoch time: 4.4591388702s, input_fired_time: 0.0833496824, output_fired_time: 0.0000000000, propagate_forward_time: 3.8945453167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812438488
validation[          , genome  3445] predictions:    9553/  10000 (95.53%), best:    9584/10000 (95.84%), error:      1453.75366, best error:      1358.87793 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.7998657227s, input_fired_time: 0.6422575712, output_fired_time: 0.5844687819, propagate_forward_time: 20.6417942047, propagate_backward_time: 28.3075294495, weight_update_time: 0.1100521088, other_time: 2.6238155365
epoch time: 5.4336695671s, input_fired_time: 0.0843974724, output_fired_time: 0.0000000000, propagate_forward_time: 3.8624222279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4868500233
validation[          , genome  3445] predictions:    9576/  10000 (95.76%), best:    9584/10000 (95.84%), error:      1395.23291, best error:      1358.87793 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.0055694580s, input_fired_time: 0.6442631483, output_fired_time: 0.5905851126, propagate_forward_time: 18.8250370026, propagate_backward_time: 30.3405647278, weight_update_time: 0.1101761386, other_time: 2.6051216125
epoch time: 5.3722600937s, input_fired_time: 0.0837548077, output_fired_time: 0.0000000000, propagate_forward_time: 4.8128771782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756278992
validation[          , genome  3445] predictions:    9554/  10000 (95.54%), best:    9584/10000 (95.84%), error:      1456.81458, best error:      1358.87793 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.3299942017s, input_fired_time: 0.6344857812, output_fired_time: 0.5820199251, propagate_forward_time: 19.4855937958, propagate_backward_time: 29.0373783112, weight_update_time: 0.1093849912, other_time: 2.5905151367
epoch time: 4.2051610947s, input_fired_time: 0.0788967088, output_fired_time: 0.0000000000, propagate_forward_time: 3.6772639751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490005970
validation[          , genome  3445] predictions:    9573/  10000 (95.73%), best:    9584/10000 (95.84%), error:      1417.13940, best error:      1358.87793 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.1274108887s, input_fired_time: 0.6451129913, output_fired_time: 0.5917311907, propagate_forward_time: 18.7879886627, propagate_backward_time: 30.4891967773, weight_update_time: 0.1105328798, other_time: 2.6133804321
epoch time: 4.2627744675s, input_fired_time: 0.0795105323, output_fired_time: 0.0000000000, propagate_forward_time: 3.7242045403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590592384
validation[          , genome  3445] predictions:    9566/  10000 (95.66%), best:    9584/10000 (95.84%), error:      1414.53760, best error:      1358.87793 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.4871482849s, input_fired_time: 0.7376763225, output_fired_time: 0.6429207921, propagate_forward_time: 24.1253700256, propagate_backward_time: 32.1125679016, weight_update_time: 0.1284878701, other_time: 2.8686141968
epoch time: 5.5958938599s, input_fired_time: 0.0854628459, output_fired_time: 0.0000000000, propagate_forward_time: 5.0161528587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942779541
validation[          , genome  3445] predictions:    9528/  10000 (95.28%), best:    9584/10000 (95.84%), error:      1628.17358, best error:      1358.87793 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.0879325867s, input_fired_time: 0.6407433748, output_fired_time: 0.5899136662, propagate_forward_time: 19.7872447968, propagate_backward_time: 29.4671134949, weight_update_time: 0.1102577150, other_time: 2.6029167175
epoch time: 5.2505435944s, input_fired_time: 0.0828292146, output_fired_time: 0.0000000000, propagate_forward_time: 4.6963415146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713730812
validation[          , genome  3445] predictions:    9546/  10000 (95.46%), best:    9584/10000 (95.84%), error:      1440.43579, best error:      1358.87793 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.9297370911s, input_fired_time: 0.6447204351, output_fired_time: 0.5896512270, propagate_forward_time: 18.7888259888, propagate_backward_time: 30.2951221466, weight_update_time: 0.1109141409, other_time: 2.6114139557
epoch time: 5.6263060570s, input_fired_time: 0.0872734636, output_fired_time: 0.0000000000, propagate_forward_time: 5.0337285995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053038597
validation[          , genome  3445] predictions:    9575/  10000 (95.75%), best:    9584/10000 (95.84%), error:      1406.23450, best error:      1358.87793 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.9542121887s, input_fired_time: 0.6416182518, output_fired_time: 0.5966638923, propagate_forward_time: 19.7564754486, propagate_backward_time: 29.3607254028, weight_update_time: 0.1097661480, other_time: 2.5987300873
epoch time: 5.4010529518s, input_fired_time: 1.0932073593, output_fired_time: 0.0000000000, propagate_forward_time: 3.8331305981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747149944
validation[          , genome  3445] predictions:    9566/  10000 (95.66%), best:    9584/10000 (95.84%), error:      1421.93762, best error:      1358.87793 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.3836898804s, input_fired_time: 0.6468050480, output_fired_time: 1.5995554924, propagate_forward_time: 18.9783535004, propagate_backward_time: 29.5399932861, weight_update_time: 0.1112567782, other_time: 2.6189804077
epoch time: 5.2742633820s, input_fired_time: 0.0809472725, output_fired_time: 0.0000000000, propagate_forward_time: 4.7324471474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608688354
validation[          , genome  3445] predictions:    9572/  10000 (95.72%), best:    9584/10000 (95.84%), error:      1370.52441, best error:      1358.87793 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.5605583191s, input_fired_time: 0.6396237016, output_fired_time: 0.5843652487, propagate_forward_time: 18.5698623657, propagate_backward_time: 30.1562118530, weight_update_time: 0.1099601239, other_time: 2.6104927063
epoch time: 4.3048877716s, input_fired_time: 0.0819754824, output_fired_time: 0.0000000000, propagate_forward_time: 3.7591438293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637684822
validation[          , genome  3445] predictions:    9571/  10000 (95.71%), best:    9584/10000 (95.84%), error:      1423.82776, best error:      1358.87793 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.0288734436s, input_fired_time: 0.6473453641, output_fired_time: 0.5891902447, propagate_forward_time: 20.6331901550, propagate_backward_time: 29.5210285187, weight_update_time: 0.1125107482, other_time: 2.6381168365
epoch time: 4.2926492691s, input_fired_time: 0.0821298957, output_fired_time: 0.0000000000, propagate_forward_time: 3.7495172024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610021114
validation[          , genome  3445] predictions:    9575/  10000 (95.75%), best:    9584/10000 (95.84%), error:      1436.71985, best error:      1358.87793 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.1233482361s, input_fired_time: 0.6470856071, output_fired_time: 0.5870624781, propagate_forward_time: 19.7898368835, propagate_backward_time: 30.4706554413, weight_update_time: 0.1108475924, other_time: 2.6287059784
epoch time: 4.2996931076s, input_fired_time: 0.0806076452, output_fired_time: 0.0000000000, propagate_forward_time: 3.7590005398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600851536
validation[          , genome  3445] predictions:    9570/  10000 (95.70%), best:    9584/10000 (95.84%), error:      1420.47754, best error:      1358.87793 on epoch:    87, 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: 22.9180488586s, input_fired_time: 0.4096933305, output_fired_time: 0.0000000000, propagate_forward_time: 19.9882011414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5201549530
best training[          , genome  3445] predictions:   48690/  50000 (97.38%), best:    9584/10000 (95.84%), error:      4759.26807, best error:      1358.87793 on epoch:    87, 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: 5.4980897903s, input_fired_time: 0.0842909217, output_fired_time: 0.0000000000, propagate_forward_time: 4.9267807007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870181084
   testing[          , genome  3445] predictions:    9642/  10000 (96.42%), best:    9584/10000 (95.84%), error:      1261.70422, best error:      1358.87793 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:58:35 (12084): called boinc_finish(0)

</stderr_txt>
]]>