Nameexact_genome_1512568488_41_6504_1
Workunit2603816
Created7 Dec 2017, 20:16:34 UTC
Sent7 Dec 2017, 20:19:26 UTC
Report deadline21 Dec 2017, 9:38:37 UTC
Received8 Dec 2017, 8:41:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67663
Run time3 hours 54 min 16 sec
CPU time3 hours 54 min 16 sec
Validate stateValid
Credit3,388.75
Device peak FLOPS3.95 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.02 MB
Peak swap size153.89 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
pagate_forward_time: 47.2940940857, propagate_backward_time: 70.3575973511, weight_update_time: 0.0977410451, other_time: 2.3416213989
epoch time: 9.9396123886s, input_fired_time: 0.1578978002, output_fired_time: 0.0000000000, propagate_forward_time: 9.3745555878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071588516
validation[          , genome  6504] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       809.27435, best error:       809.27435 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 124.5835800171s, input_fired_time: 1.4848536253, output_fired_time: 0.9162671566, propagate_forward_time: 48.3416900635, propagate_backward_time: 71.5956802368, weight_update_time: 0.0930429026, other_time: 2.2450866699
epoch time: 9.9215679169s, input_fired_time: 0.1517661512, output_fired_time: 0.0000000000, propagate_forward_time: 9.3747520447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950500488
validation[          , genome  6504] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       811.59296, best error:       809.27435 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 127.5616149902s, input_fired_time: 1.5055532455, output_fired_time: 0.9402391911, propagate_forward_time: 49.4007530212, propagate_backward_time: 73.4242935181, weight_update_time: 0.0950993299, other_time: 2.2907791138
epoch time: 10.0252265930s, input_fired_time: 0.1513869464, output_fired_time: 0.0000000000, propagate_forward_time: 9.4830617905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907775879
validation[          , genome  6504] predictions:    9699/  10000 (96.99%), best:    9759/10000 (97.59%), error:       964.01489, best error:       809.27435 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 125.6510772705s, input_fired_time: 1.4943231344, output_fired_time: 0.9314869642, propagate_forward_time: 48.6489219666, propagate_backward_time: 72.3151397705, weight_update_time: 0.0937001333, other_time: 2.2611999512
epoch time: 10.0350170135s, input_fired_time: 0.1521919817, output_fired_time: 0.0000000000, propagate_forward_time: 9.4932022095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896226883
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       937.91278, best error:       809.27435 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 125.5260162354s, input_fired_time: 1.5560790300, output_fired_time: 0.9133998752, propagate_forward_time: 48.4176292419, propagate_backward_time: 72.3439102173, weight_update_time: 0.0964716077, other_time: 2.2950057983
epoch time: 10.2457199097s, input_fired_time: 0.1677031517, output_fired_time: 0.0000000000, propagate_forward_time: 9.6470317841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309844971
validation[          , genome  6504] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       873.24817, best error:       809.27435 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 129.0689849854s, input_fired_time: 1.5572240353, output_fired_time: 0.9318447709, propagate_forward_time: 49.9646682739, propagate_backward_time: 74.0496063232, weight_update_time: 0.1008910313, other_time: 2.5656433105
epoch time: 10.2772569656s, input_fired_time: 0.1631040722, output_fired_time: 0.0000000000, propagate_forward_time: 9.6714382172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427146912
validation[          , genome  6504] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       837.62244, best error:       809.27435 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 124.2603302002s, input_fired_time: 1.5305501223, output_fired_time: 0.9063741565, propagate_forward_time: 47.9826240540, propagate_backward_time: 71.2620239258, weight_update_time: 0.1203303486, other_time: 2.5787658691
epoch time: 10.1317977905s, input_fired_time: 0.1790626645, output_fired_time: 0.0000000000, propagate_forward_time: 9.5417928696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109420776
validation[          , genome  6504] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       874.88873, best error:       809.27435 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 131.1054077148s, input_fired_time: 1.6290963888, output_fired_time: 0.9447342157, propagate_forward_time: 50.7917938232, propagate_backward_time: 75.1324615479, weight_update_time: 0.1029810831, other_time: 2.6073303223
epoch time: 10.1241521835s, input_fired_time: 0.1605766416, output_fired_time: 0.0000000000, propagate_forward_time: 9.5278367996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357385635
validation[          , genome  6504] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       841.78265, best error:       809.27435 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 132.0172882080s, input_fired_time: 1.5707346201, output_fired_time: 0.9548151493, propagate_forward_time: 51.2143936157, propagate_backward_time: 75.9223403931, weight_update_time: 0.0994409323, other_time: 2.3549957275
epoch time: 10.1405906677s, input_fired_time: 0.1646820754, output_fired_time: 0.0000000000, propagate_forward_time: 9.5592908859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166173935
validation[          , genome  6504] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       900.83374, best error:       809.27435 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 127.9084472656s, input_fired_time: 1.5853657722, output_fired_time: 0.9535127878, propagate_forward_time: 49.4019203186, propagate_backward_time: 73.4709091187, weight_update_time: 0.1012773961, other_time: 2.4967422485
epoch time: 10.1936197281s, input_fired_time: 0.1594832391, output_fired_time: 0.0000000000, propagate_forward_time: 9.6151180267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190187454
validation[          , genome  6504] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       880.24683, best error:       809.27435 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 127.6532516479s, input_fired_time: 1.5523076057, output_fired_time: 0.9382125735, propagate_forward_time: 49.3703765869, propagate_backward_time: 73.3324203491, weight_update_time: 0.0935612991, other_time: 2.4599380493
epoch time: 10.1147146225s, input_fired_time: 0.1538988948, output_fired_time: 0.0000000000, propagate_forward_time: 9.5565195084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042959213
validation[          , genome  6504] predictions:    9680/  10000 (96.80%), best:    9759/10000 (97.59%), error:      1048.03442, best error:       809.27435 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 130.2837371826s, input_fired_time: 1.5699502230, output_fired_time: 0.9367012382, propagate_forward_time: 50.3978881836, propagate_backward_time: 74.9135589600, weight_update_time: 0.0967505202, other_time: 2.4656448364
epoch time: 10.0470104218s, input_fired_time: 0.1532479376, output_fired_time: 0.0000000000, propagate_forward_time: 9.4895200729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042425156
validation[          , genome  6504] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       894.06219, best error:       809.27435 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 129.5551300049s, input_fired_time: 1.5615026951, output_fired_time: 0.9352869391, propagate_forward_time: 50.2873077393, propagate_backward_time: 74.2995834351, weight_update_time: 0.1007321030, other_time: 2.4714508057
epoch time: 10.3909225464s, input_fired_time: 0.2051942348, output_fired_time: 0.0000000000, propagate_forward_time: 9.7654981613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202299118
validation[          , genome  6504] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       895.84668, best error:       809.27435 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 127.3331985474s, input_fired_time: 1.5807285309, output_fired_time: 0.9437804222, propagate_forward_time: 49.0060157776, propagate_backward_time: 73.4554443359, weight_update_time: 0.0985990986, other_time: 2.3472290039
epoch time: 11.4107942581s, input_fired_time: 0.1710439473, output_fired_time: 0.0000000000, propagate_forward_time: 10.8085756302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311742783
validation[          , genome  6504] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       755.48865, best error:       755.48865 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 130.7098083496s, input_fired_time: 1.5528228283, output_fired_time: 0.9579376578, propagate_forward_time: 50.5756416321, propagate_backward_time: 75.0903930664, weight_update_time: 0.1169630736, other_time: 2.5330200195
epoch time: 10.3991174698s, input_fired_time: 0.1566450149, output_fired_time: 0.0000000000, propagate_forward_time: 9.8382272720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042453766
validation[          , genome  6504] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       820.97754, best error:       755.48865 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.8689270020s, input_fired_time: 1.5851604939, output_fired_time: 0.9776183963, propagate_forward_time: 51.4577064514, propagate_backward_time: 76.3843078613, weight_update_time: 0.1006161943, other_time: 2.4641418457
epoch time: 10.7222070694s, input_fired_time: 0.1689531058, output_fired_time: 0.0000000000, propagate_forward_time: 10.1029653549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502887726
validation[          , genome  6504] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       742.26172, best error:       742.26172 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 129.4230346680s, input_fired_time: 1.5575714111, output_fired_time: 0.9274098873, propagate_forward_time: 50.1117439270, propagate_backward_time: 74.3633728027, weight_update_time: 0.0975081027, other_time: 2.4629364014
epoch time: 10.4484481812s, input_fired_time: 0.1648046225, output_fired_time: 0.0000000000, propagate_forward_time: 9.8428821564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407615662
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9779/10000 (97.79%), error:       878.43781, best error:       742.26172 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.1980438232s, input_fired_time: 1.5953546762, output_fired_time: 0.9245315790, propagate_forward_time: 49.6745643616, propagate_backward_time: 73.6847152710, weight_update_time: 0.0979779959, other_time: 2.3188858032
epoch time: 10.1699733734s, input_fired_time: 0.1558439732, output_fired_time: 0.0000000000, propagate_forward_time: 9.6115837097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025459290
validation[          , genome  6504] predictions:    9750/  10000 (97.50%), best:    9779/10000 (97.79%), error:       811.24127, best error:       742.26172 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 126.8378524780s, input_fired_time: 1.5244200230, output_fired_time: 0.9301965237, propagate_forward_time: 49.0957756042, propagate_backward_time: 72.9178161621, weight_update_time: 0.0944715440, other_time: 2.3696441650
epoch time: 10.8883638382s, input_fired_time: 0.1640792787, output_fired_time: 0.0000000000, propagate_forward_time: 10.3058710098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184131622
validation[          , genome  6504] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       726.21393, best error:       726.21393 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 125.7023544312s, input_fired_time: 1.5180726051, output_fired_time: 0.9061226249, propagate_forward_time: 48.7625045776, propagate_backward_time: 72.1747131348, weight_update_time: 0.0930828601, other_time: 2.3409423828
epoch time: 10.3920383453s, input_fired_time: 0.1585886925, output_fired_time: 0.0000000000, propagate_forward_time: 9.8294677734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039821625
validation[          , genome  6504] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       849.54449, best error:       726.21393 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 131.8376770020s, input_fired_time: 1.5543365479, output_fired_time: 0.9627870917, propagate_forward_time: 51.1490898132, propagate_backward_time: 75.7329406738, weight_update_time: 0.0983696207, other_time: 2.4385223389
epoch time: 10.0462465286s, input_fired_time: 0.1733803749, output_fired_time: 0.0000000000, propagate_forward_time: 9.4817905426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910751343
validation[          , genome  6504] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       815.14410, best error:       726.21393 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 128.9512329102s, input_fired_time: 1.6081252098, output_fired_time: 0.9335744381, propagate_forward_time: 49.8851547241, propagate_backward_time: 74.0965423584, weight_update_time: 0.1198407039, other_time: 2.4278411865
epoch time: 10.1823701859s, input_fired_time: 0.1655320376, output_fired_time: 0.0000000000, propagate_forward_time: 9.5811710358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356670380
validation[          , genome  6504] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       764.56964, best error:       726.21393 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 128.7823791504s, input_fired_time: 1.5479118824, output_fired_time: 0.9412518144, propagate_forward_time: 49.7185821533, propagate_backward_time: 74.2524261475, weight_update_time: 0.0953802690, other_time: 2.3222045898
epoch time: 10.0793924332s, input_fired_time: 0.1561323702, output_fired_time: 0.0000000000, propagate_forward_time: 9.5111980438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120616913
validation[          , genome  6504] predictions:    9737/  10000 (97.37%), best:    9786/10000 (97.86%), error:       860.16638, best error:       726.21393 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 128.7958831787s, input_fired_time: 1.5274611712, output_fired_time: 0.9485618472, propagate_forward_time: 50.0759773254, propagate_backward_time: 73.8563919067, weight_update_time: 0.0947164670, other_time: 2.3874893188
epoch time: 10.3924465179s, input_fired_time: 0.1558337361, output_fired_time: 0.0000000000, propagate_forward_time: 9.8348560333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017562866
validation[          , genome  6504] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       839.86719, best error:       726.21393 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 132.3409881592s, input_fired_time: 1.5849089622, output_fired_time: 0.9656121135, propagate_forward_time: 51.2063560486, propagate_backward_time: 76.1285324097, weight_update_time: 0.1180885956, other_time: 2.4555740356
epoch time: 10.2436456680s, input_fired_time: 0.1569691151, output_fired_time: 0.0000000000, propagate_forward_time: 9.6954269409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912496567
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9786/10000 (97.86%), error:       896.79083, best error:       726.21393 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 130.0718688965s, input_fired_time: 1.5694994926, output_fired_time: 0.9600409865, propagate_forward_time: 50.5165786743, propagate_backward_time: 74.6895217896, weight_update_time: 0.0960348770, other_time: 2.3362274170
epoch time: 10.6136522293s, input_fired_time: 0.1675028056, output_fired_time: 0.0000000000, propagate_forward_time: 10.0208625793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252872467
validation[          , genome  6504] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       710.44952, best error:       710.44952 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.1952972412s, input_fired_time: 1.5514376163, output_fired_time: 0.9455555081, propagate_forward_time: 49.6070632935, propagate_backward_time: 73.6938400269, weight_update_time: 0.1004500985, other_time: 2.3973999023
epoch time: 10.4354095459s, input_fired_time: 0.1698177010, output_fired_time: 0.0000000000, propagate_forward_time: 9.8443431854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212484360
validation[          , genome  6504] predictions:    9755/  10000 (97.55%), best:    9793/10000 (97.93%), error:       787.95758, best error:       710.44952 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 130.8390960693s, input_fired_time: 1.5597411394, output_fired_time: 0.9417840838, propagate_forward_time: 50.6571006775, propagate_backward_time: 75.3202514648, weight_update_time: 0.0970424563, other_time: 2.3602142334
epoch time: 11.0162487030s, input_fired_time: 0.1648823023, output_fired_time: 0.0000000000, propagate_forward_time: 10.4089250565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424409866
validation[          , genome  6504] predictions:    9718/  10000 (97.18%), best:    9793/10000 (97.93%), error:       868.61072, best error:       710.44952 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 127.8827590942s, input_fired_time: 1.5212084055, output_fired_time: 0.9494228959, propagate_forward_time: 49.5762672424, propagate_backward_time: 73.5672302246, weight_update_time: 0.0942770019, other_time: 2.2686309814
epoch time: 10.3325414658s, input_fired_time: 0.1597703844, output_fired_time: 0.0000000000, propagate_forward_time: 9.7785415649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942298889
validation[          , genome  6504] predictions:    9773/  10000 (97.73%), best:    9793/10000 (97.93%), error:       740.81342, best error:       710.44952 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 127.8226242065s, input_fired_time: 1.5340105295, output_fired_time: 0.9331094027, propagate_forward_time: 49.6126708984, propagate_backward_time: 73.4436187744, weight_update_time: 0.0957968533, other_time: 2.2992095947
epoch time: 10.1833972931s, input_fired_time: 0.1578629911, output_fired_time: 0.0000000000, propagate_forward_time: 9.6279525757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975820541
validation[          , genome  6504] predictions:    9750/  10000 (97.50%), best:    9793/10000 (97.93%), error:       825.42041, best error:       710.44952 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 129.6294250488s, input_fired_time: 1.5633978844, output_fired_time: 0.9491261244, propagate_forward_time: 50.1484107971, propagate_backward_time: 74.6658325195, weight_update_time: 0.0948938876, other_time: 2.3026580811
epoch time: 9.9401397705s, input_fired_time: 0.1646047384, output_fired_time: 0.0000000000, propagate_forward_time: 9.3674392700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080953598
validation[          , genome  6504] predictions:    9758/  10000 (97.58%), best:    9793/10000 (97.93%), error:       746.73560, best error:       710.44952 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 125.1653747559s, input_fired_time: 1.5515123606, output_fired_time: 0.9220947027, propagate_forward_time: 48.5459518433, propagate_backward_time: 71.8226928711, weight_update_time: 0.0978436694, other_time: 2.3231201172
epoch time: 10.3714418411s, input_fired_time: 0.1587316841, output_fired_time: 0.0000000000, propagate_forward_time: 9.8152828217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974275589
validation[          , genome  6504] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       736.14111, best error:       710.44952 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 126.7213363647s, input_fired_time: 1.5184382200, output_fired_time: 0.9356906414, propagate_forward_time: 49.0872917175, propagate_backward_time: 72.9270858765, weight_update_time: 0.0946677998, other_time: 2.2528305054
epoch time: 10.9169273376s, input_fired_time: 0.1646108180, output_fired_time: 0.0000000000, propagate_forward_time: 10.3255128860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268035889
validation[          , genome  6504] predictions:    9745/  10000 (97.45%), best:    9793/10000 (97.93%), error:       800.91577, best error:       710.44952 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 129.0854339600s, input_fired_time: 1.5626074076, output_fired_time: 0.9445375800, propagate_forward_time: 50.0274887085, propagate_backward_time: 74.2623291016, weight_update_time: 0.0957268029, other_time: 2.2884750366
epoch time: 10.8247146606s, input_fired_time: 0.1658485234, output_fired_time: 0.0000000000, propagate_forward_time: 10.2502069473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086589813
validation[          , genome  6504] predictions:    9741/  10000 (97.41%), best:    9793/10000 (97.93%), error:       811.69775, best error:       710.44952 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 130.1377868652s, input_fired_time: 1.5434740782, output_fired_time: 0.9457051754, propagate_forward_time: 50.5720939636, propagate_backward_time: 74.7919311523, weight_update_time: 0.0961262211, other_time: 2.2845916748
epoch time: 9.9724569321s, input_fired_time: 0.1564874053, output_fired_time: 0.0000000000, propagate_forward_time: 9.4286394119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873300552
validation[          , genome  6504] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       692.50513, best error:       692.50513 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 125.2735595703s, input_fired_time: 1.5198458433, output_fired_time: 0.9337883592, propagate_forward_time: 48.3760948181, propagate_backward_time: 72.1970367432, weight_update_time: 0.0945023745, other_time: 2.2467956543
epoch time: 10.0755109787s, input_fired_time: 0.1674650311, output_fired_time: 0.0000000000, propagate_forward_time: 9.4940528870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139928818
validation[          , genome  6504] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       734.51379, best error:       692.50513 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 129.4143676758s, input_fired_time: 1.5558673143, output_fired_time: 0.9535204768, propagate_forward_time: 50.3028068542, propagate_backward_time: 74.2472915649, weight_update_time: 0.0972157717, other_time: 2.3548812866
epoch time: 10.6388435364s, input_fired_time: 0.1649206132, output_fired_time: 0.0000000000, propagate_forward_time: 10.0590133667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149093628
validation[          , genome  6504] predictions:    9796/  10000 (97.96%), best:    9795/10000 (97.95%), error:       737.67548, best error:       692.50513 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 130.5880279541s, input_fired_time: 1.5568344593, output_fired_time: 0.9524992704, propagate_forward_time: 50.4109497070, propagate_backward_time: 75.3484954834, weight_update_time: 0.0963891894, other_time: 2.3192443848
epoch time: 10.0886907578s, input_fired_time: 0.1766413301, output_fired_time: 0.0000000000, propagate_forward_time: 9.5201959610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918533325
validation[          , genome  6504] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       748.32092, best error:       692.50513 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 129.2788238525s, input_fired_time: 1.5365567207, output_fired_time: 0.9413039088, propagate_forward_time: 49.9191131592, propagate_backward_time: 74.5607681274, weight_update_time: 0.0964311063, other_time: 2.3210754395
epoch time: 9.9458808899s, input_fired_time: 0.1576076895, output_fired_time: 0.0000000000, propagate_forward_time: 9.3949470520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933258057
validation[          , genome  6504] predictions:    9777/  10000 (97.77%), best:    9795/10000 (97.95%), error:       705.61316, best error:       692.50513 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 124.2739105225s, input_fired_time: 1.5068736076, output_fired_time: 0.9178039432, propagate_forward_time: 48.1641120911, propagate_backward_time: 71.4485244751, weight_update_time: 0.0939525217, other_time: 2.2365951538
epoch time: 10.6479072571s, input_fired_time: 0.1613526493, output_fired_time: 0.0000000000, propagate_forward_time: 10.0867166519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998374939
validation[          , genome  6504] predictions:    9786/  10000 (97.86%), best:    9795/10000 (97.95%), error:       738.90387, best error:       692.50513 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 129.4461822510s, input_fired_time: 1.5445592403, output_fired_time: 0.9574076533, propagate_forward_time: 50.2781562805, propagate_backward_time: 74.3126754761, weight_update_time: 0.0983208194, other_time: 2.3533859253
epoch time: 10.6118946075s, input_fired_time: 0.1627632827, output_fired_time: 0.0000000000, propagate_forward_time: 10.0373859406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117450714
validation[          , genome  6504] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       644.30731, best error:       644.30731 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.7386016846s, input_fired_time: 1.5342561007, output_fired_time: 0.9534946084, propagate_forward_time: 50.2696647644, propagate_backward_time: 74.6198806763, weight_update_time: 0.0982557759, other_time: 2.3613052368
epoch time: 11.0313510895s, input_fired_time: 0.1645678729, output_fired_time: 0.0000000000, propagate_forward_time: 10.4505147934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162683487
validation[          , genome  6504] predictions:    9763/  10000 (97.63%), best:    9807/10000 (98.07%), error:       780.39575, best error:       644.30731 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 126.0392150879s, input_fired_time: 1.5005928278, output_fired_time: 0.9271508455, propagate_forward_time: 48.9396209717, propagate_backward_time: 72.4263305664, weight_update_time: 0.0941787660, other_time: 2.2455139160
epoch time: 10.1030035019s, input_fired_time: 0.1555351317, output_fired_time: 0.0000000000, propagate_forward_time: 9.5527391434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947296143
validation[          , genome  6504] predictions:    9777/  10000 (97.77%), best:    9807/10000 (98.07%), error:       818.73773, best error:       644.30731 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 124.7535552979s, input_fired_time: 1.4956924915, output_fired_time: 0.9380383492, propagate_forward_time: 48.2782135010, propagate_backward_time: 71.8242416382, weight_update_time: 0.0931918100, other_time: 2.2173690796
epoch time: 10.6501989365s, input_fired_time: 0.1627286822, output_fired_time: 0.0000000000, propagate_forward_time: 10.0785760880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088945389
validation[          , genome  6504] predictions:    9753/  10000 (97.53%), best:    9807/10000 (98.07%), error:       817.25159, best error:       644.30731 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 127.4923171997s, input_fired_time: 1.5408962965, output_fired_time: 0.9435848594, propagate_forward_time: 49.4196395874, propagate_backward_time: 73.3388137817, weight_update_time: 0.0942127928, other_time: 2.2493820190
epoch time: 10.2198600769s, input_fired_time: 0.1581588537, output_fired_time: 0.0000000000, propagate_forward_time: 9.6632280350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984727859
validation[          , genome  6504] predictions:    9791/  10000 (97.91%), best:    9807/10000 (98.07%), error:       709.43866, best error:       644.30731 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 127.2500686646s, input_fired_time: 1.5293889046, output_fired_time: 0.9334161282, propagate_forward_time: 49.5057411194, propagate_backward_time: 73.0002136230, weight_update_time: 0.0954765007, other_time: 2.2813110352
epoch time: 10.2759141922s, input_fired_time: 0.1602354497, output_fired_time: 0.0000000000, propagate_forward_time: 9.7125968933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030818939
validation[          , genome  6504] predictions:    9756/  10000 (97.56%), best:    9807/10000 (98.07%), error:       819.59387, best error:       644.30731 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 132.6471405029s, input_fired_time: 1.5547473431, output_fired_time: 0.9532952309, propagate_forward_time: 51.4551086426, propagate_backward_time: 76.3161315918, weight_update_time: 0.0976359472, other_time: 2.3678588867
epoch time: 10.8156366348s, input_fired_time: 0.1644494981, output_fired_time: 0.0000000000, propagate_forward_time: 10.2431125641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080743790
validation[          , genome  6504] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       773.64301, best error:       644.30731 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 129.7275695801s, input_fired_time: 1.5580197573, output_fired_time: 0.9770173430, propagate_forward_time: 50.3549842834, propagate_backward_time: 74.5377426147, weight_update_time: 0.0962188318, other_time: 2.2998123169
epoch time: 11.6740732193s, input_fired_time: 0.1743732840, output_fired_time: 0.0000000000, propagate_forward_time: 11.0720291138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276704788
validation[          , genome  6504] predictions:    9795/  10000 (97.95%), best:    9807/10000 (98.07%), error:       691.67487, best error:       644.30731 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 128.8489074707s, input_fired_time: 1.5890513659, output_fired_time: 0.9280931950, propagate_forward_time: 49.6699447632, propagate_backward_time: 74.2907028198, weight_update_time: 0.0989234373, other_time: 2.3711166382
epoch time: 10.3276929855s, input_fired_time: 0.1666613966, output_fired_time: 0.0000000000, propagate_forward_time: 9.7529382706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080934525
validation[          , genome  6504] predictions:    9821/  10000 (98.21%), best:    9807/10000 (98.07%), error:       658.37433, best error:       644.30731 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 125.0468063354s, input_fired_time: 1.5134669542, output_fired_time: 0.9333016872, propagate_forward_time: 48.4709205627, propagate_backward_time: 71.8628005981, weight_update_time: 0.0945318639, other_time: 2.2663192749
epoch time: 10.9006214142s, input_fired_time: 0.1660483032, output_fired_time: 0.0000000000, propagate_forward_time: 10.3179731369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166002274
validation[          , genome  6504] predictions:    9794/  10000 (97.94%), best:    9807/10000 (98.07%), error:       682.90497, best error:       644.30731 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 133.1200408936s, input_fired_time: 1.5540612936, output_fired_time: 0.9831797481, propagate_forward_time: 52.0189971924, propagate_backward_time: 76.2325744629, weight_update_time: 0.0980277583, other_time: 2.3312225342
epoch time: 10.4527263641s, input_fired_time: 0.1608532816, output_fired_time: 0.0000000000, propagate_forward_time: 9.8942708969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976020813
validation[          , genome  6504] predictions:    9777/  10000 (97.77%), best:    9807/10000 (98.07%), error:       729.21539, best error:       644.30731 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 129.2754058838s, input_fired_time: 1.5516446829, output_fired_time: 0.9597434998, propagate_forward_time: 50.0324974060, propagate_backward_time: 74.4156646729, weight_update_time: 0.0968249142, other_time: 2.3158569336
epoch time: 10.0996541977s, input_fired_time: 0.1605690718, output_fired_time: 0.0000000000, propagate_forward_time: 9.5439023972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951826096
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9807/10000 (98.07%), error:       859.12231, best error:       644.30731 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 127.3942642212s, input_fired_time: 1.5849545002, output_fired_time: 0.9276322126, propagate_forward_time: 49.3868026733, propagate_backward_time: 73.1927566528, weight_update_time: 0.0965319276, other_time: 2.3021163940
epoch time: 10.7598409653s, input_fired_time: 0.1669946462, output_fired_time: 0.0000000000, propagate_forward_time: 10.1796636581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131822586
validation[          , genome  6504] predictions:    9815/  10000 (98.15%), best:    9807/10000 (98.07%), error:       651.59113, best error:       644.30731 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 129.9252166748s, input_fired_time: 1.5695881844, output_fired_time: 0.9619617462, propagate_forward_time: 50.3950958252, propagate_backward_time: 74.6238861084, weight_update_time: 0.0981759876, other_time: 2.3746795654
epoch time: 10.1190261841s, input_fired_time: 0.1613979787, output_fired_time: 0.0000000000, propagate_forward_time: 9.5571813583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004468918
validation[          , genome  6504] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       646.67535, best error:       644.30731 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 133.1333923340s, input_fired_time: 1.5835779905, output_fired_time: 0.9723110199, propagate_forward_time: 51.4671020508, propagate_backward_time: 76.7129898071, weight_update_time: 0.0996616632, other_time: 2.3974227905
epoch time: 10.7104578018s, input_fired_time: 0.1692580879, output_fired_time: 0.0000000000, propagate_forward_time: 10.1225395203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186601639
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       695.51196, best error:       644.30731 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 127.6296920776s, input_fired_time: 1.5413552523, output_fired_time: 0.9386258125, propagate_forward_time: 49.4465789795, propagate_backward_time: 73.4511108398, weight_update_time: 0.0944813788, other_time: 2.2520141602
epoch time: 10.3831195831s, input_fired_time: 0.1627351344, output_fired_time: 0.0000000000, propagate_forward_time: 9.8165359497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038486481
validation[          , genome  6504] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       689.04681, best error:       644.30731 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 123.8530731201s, input_fired_time: 1.5219519138, output_fired_time: 0.9125345349, propagate_forward_time: 48.0036659241, propagate_backward_time: 71.2055435181, weight_update_time: 0.0927318484, other_time: 2.2093734741
epoch time: 12.0204925537s, input_fired_time: 0.1791883707, output_fired_time: 0.0000000000, propagate_forward_time: 11.4041681290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371356964
validation[          , genome  6504] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       725.45587, best error:       644.30731 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 129.1069946289s, input_fired_time: 1.6630816460, output_fired_time: 0.9570480585, propagate_forward_time: 49.8680381775, propagate_backward_time: 74.0703125000, weight_update_time: 0.1021886095, other_time: 2.5485229492
epoch time: 10.2488737106s, input_fired_time: 0.1729130894, output_fired_time: 0.0000000000, propagate_forward_time: 9.6494092941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265508652
validation[          , genome  6504] predictions:    9770/  10000 (97.70%), best:    9807/10000 (98.07%), error:       735.26526, best error:       644.30731 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.8850860596s, input_fired_time: 1.6070361137, output_fired_time: 0.9303868413, propagate_forward_time: 48.2823791504, propagate_backward_time: 71.4416885376, weight_update_time: 0.1056597456, other_time: 2.6235961914
epoch time: 10.1004610062s, input_fired_time: 0.1694421470, output_fired_time: 0.0000000000, propagate_forward_time: 9.5012073517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298114777
validation[          , genome  6504] predictions:    9797/  10000 (97.97%), best:    9807/10000 (98.07%), error:       659.20258, best error:       644.30731 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 124.8721847534s, input_fired_time: 1.5597174168, output_fired_time: 0.9265910387, propagate_forward_time: 48.3561248779, propagate_backward_time: 71.5845184326, weight_update_time: 0.0988504216, other_time: 2.4452362061
epoch time: 9.9918813705s, input_fired_time: 0.1656431854, output_fired_time: 0.0000000000, propagate_forward_time: 9.4159250259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103136063
validation[          , genome  6504] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       664.01941, best error:       644.30731 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 129.3087615967s, input_fired_time: 1.5828496218, output_fired_time: 0.9590612054, propagate_forward_time: 50.1399650574, propagate_backward_time: 74.1940689087, weight_update_time: 0.1043435484, other_time: 2.4328231812
epoch time: 11.9747295380s, input_fired_time: 0.1807885468, output_fired_time: 0.0000000000, propagate_forward_time: 11.3476982117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462423325
validation[          , genome  6504] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       673.07910, best error:       644.30731 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.9481887817s, input_fired_time: 1.5343072414, output_fired_time: 0.9245340228, propagate_forward_time: 47.1145133972, propagate_backward_time: 69.9626312256, weight_update_time: 0.1007562429, other_time: 2.4122009277
epoch time: 10.0686817169s, input_fired_time: 0.1678917855, output_fired_time: 0.0000000000, propagate_forward_time: 9.4873561859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134340286
validation[          , genome  6504] predictions:    9759/  10000 (97.59%), best:    9807/10000 (98.07%), error:       798.31714, best error:       644.30731 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 133.1736907959s, input_fired_time: 1.5975019932, output_fired_time: 0.9651293159, propagate_forward_time: 51.6403884888, propagate_backward_time: 76.4201354980, weight_update_time: 0.1026434451, other_time: 2.5505294800
epoch time: 11.0909299850s, input_fired_time: 0.1773518920, output_fired_time: 0.0000000000, propagate_forward_time: 10.4606885910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528894424
validation[          , genome  6504] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       693.59180, best error:       644.30731 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.8285217285s, input_fired_time: 1.5857577324, output_fired_time: 0.9443798661, propagate_forward_time: 50.0441322327, propagate_backward_time: 73.7292709351, weight_update_time: 0.1003917679, other_time: 2.5249862671
epoch time: 10.0954942703s, input_fired_time: 0.1691150963, output_fired_time: 0.0000000000, propagate_forward_time: 9.5176811218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086980820
validation[          , genome  6504] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       694.01361, best error:       644.30731 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 130.0950317383s, input_fired_time: 1.5910148621, output_fired_time: 0.9490579963, propagate_forward_time: 50.4897193909, propagate_backward_time: 74.5988922119, weight_update_time: 0.1013016999, other_time: 2.4663391113
epoch time: 10.5967855453s, input_fired_time: 0.1745957881, output_fired_time: 0.0000000000, propagate_forward_time: 9.9976539612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245357513
validation[          , genome  6504] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       665.90167, best error:       644.30731 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 126.4010772705s, input_fired_time: 1.5868637562, output_fired_time: 0.9303583503, propagate_forward_time: 48.9463729858, propagate_backward_time: 72.5785522461, weight_update_time: 0.0988293663, other_time: 2.3589324951
epoch time: 9.9527635574s, input_fired_time: 0.1642769277, output_fired_time: 0.0000000000, propagate_forward_time: 9.3906555176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978309631
validation[          , genome  6504] predictions:    9814/  10000 (98.14%), best:    9807/10000 (98.07%), error:       657.33423, best error:       644.30731 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 130.5563049316s, input_fired_time: 1.6085563898, output_fired_time: 0.9720733762, propagate_forward_time: 50.6684989929, propagate_backward_time: 74.7980194092, weight_update_time: 0.1005700380, other_time: 2.5091552734
epoch time: 9.9880256653s, input_fired_time: 0.1652074605, output_fired_time: 0.0000000000, propagate_forward_time: 9.4158239365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069938660
validation[          , genome  6504] predictions:    9790/  10000 (97.90%), best:    9807/10000 (98.07%), error:       705.55231, best error:       644.30731 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.5706481934s, input_fired_time: 1.5638756752, output_fired_time: 0.9201149344, propagate_forward_time: 48.5772056580, propagate_backward_time: 71.9991912842, weight_update_time: 0.1002809554, other_time: 2.5102691650
epoch time: 10.3780965805s, input_fired_time: 0.1692731827, output_fired_time: 0.0000000000, propagate_forward_time: 9.7960577011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127655029
validation[          , genome  6504] predictions:    9786/  10000 (97.86%), best:    9807/10000 (98.07%), error:       712.61145, best error:       644.30731 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 126.8314590454s, input_fired_time: 1.5992770195, output_fired_time: 0.9644739628, propagate_forward_time: 48.9585456848, propagate_backward_time: 72.8947753906, weight_update_time: 0.0995120183, other_time: 2.4143829346
epoch time: 10.4038248062s, input_fired_time: 0.1763949096, output_fired_time: 0.0000000000, propagate_forward_time: 9.8008079529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266223907
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       691.48566, best error:       644.30731 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 124.5797958374s, input_fired_time: 1.5875477791, output_fired_time: 0.9228892922, propagate_forward_time: 48.1521072388, propagate_backward_time: 71.5415420532, weight_update_time: 0.0986640155, other_time: 2.3757095337
epoch time: 9.9551448822s, input_fired_time: 0.1645246297, output_fired_time: 0.0000000000, propagate_forward_time: 9.3939142227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967056274
validation[          , genome  6504] predictions:    9803/  10000 (98.03%), best:    9807/10000 (98.07%), error:       664.07825, best error:       644.30731 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.8550033569s, input_fired_time: 1.6103328466, output_fired_time: 0.9335449934, propagate_forward_time: 48.7322731018, propagate_backward_time: 72.1728897095, weight_update_time: 0.0995285958, other_time: 2.4059524536
epoch time: 9.9456558228s, input_fired_time: 0.1652722955, output_fired_time: 0.0000000000, propagate_forward_time: 9.3850927353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952903748
validation[          , genome  6504] predictions:    9734/  10000 (97.34%), best:    9807/10000 (98.07%), error:       855.42596, best error:       644.30731 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 128.5612487793s, input_fired_time: 1.5962812901, output_fired_time: 0.9391471744, propagate_forward_time: 49.8527297974, propagate_backward_time: 73.6264801025, weight_update_time: 0.1004922763, other_time: 2.5466079712
epoch time: 10.4978542328s, input_fired_time: 0.1707170904, output_fired_time: 0.0000000000, propagate_forward_time: 9.8899421692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371948242
validation[          , genome  6504] predictions:    9774/  10000 (97.74%), best:    9807/10000 (98.07%), error:       728.18683, best error:       644.30731 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 129.2521209717s, input_fired_time: 1.5951969624, output_fired_time: 0.9541577101, propagate_forward_time: 50.0528526306, propagate_backward_time: 74.1741790771, weight_update_time: 0.1013746485, other_time: 2.4757385254
epoch time: 10.3070116043s, input_fired_time: 0.1726894677, output_fired_time: 0.0000000000, propagate_forward_time: 9.7196226120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146995544
validation[          , genome  6504] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       669.63959, best error:       644.30731 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 130.3920593262s, input_fired_time: 1.6141632795, output_fired_time: 0.9591145515, propagate_forward_time: 50.4490547180, propagate_backward_time: 74.9244232178, weight_update_time: 0.1011858955, other_time: 2.4452972412
epoch time: 10.7490892410s, input_fired_time: 0.1792497635, output_fired_time: 0.0000000000, propagate_forward_time: 10.1399211884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299182892
validation[          , genome  6504] predictions:    9811/  10000 (98.11%), best:    9807/10000 (98.07%), error:       683.24652, best error:       644.30731 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.2941970825s, input_fired_time: 1.5682265759, output_fired_time: 0.9129298329, propagate_forward_time: 47.6270370483, propagate_backward_time: 70.8323669434, weight_update_time: 0.0973906592, other_time: 2.3536300659
epoch time: 10.0287866592s, input_fired_time: 0.1729978025, output_fired_time: 0.0000000000, propagate_forward_time: 9.4396085739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161806107
validation[          , genome  6504] predictions:    9800/  10000 (98.00%), best:    9807/10000 (98.07%), error:       675.11841, best error:       644.30731 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 126.8617324829s, input_fired_time: 1.5770444870, output_fired_time: 0.9274860620, propagate_forward_time: 49.0866050720, propagate_backward_time: 72.7479019165, weight_update_time: 0.0983716920, other_time: 2.5226974487
epoch time: 10.3681726456s, input_fired_time: 0.1713046283, output_fired_time: 0.0000000000, propagate_forward_time: 9.7715635300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253044128
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       675.41852, best error:       644.30731 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 123.2791519165s, input_fired_time: 1.5748710632, output_fired_time: 0.9042955637, propagate_forward_time: 47.6321105957, propagate_backward_time: 70.7103881836, weight_update_time: 0.0937822461, other_time: 2.4574890137
epoch time: 10.3258924484s, input_fired_time: 0.1919949949, output_fired_time: 0.0000000000, propagate_forward_time: 9.7123832703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215145111
validation[          , genome  6504] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       708.03693, best error:       644.30731 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.4969024658s, input_fired_time: 1.6346766949, output_fired_time: 0.9582577348, propagate_forward_time: 50.8471870422, propagate_backward_time: 75.5589981079, weight_update_time: 0.1051667556, other_time: 2.4977951050
epoch time: 12.0140161514s, input_fired_time: 0.1914496571, output_fired_time: 0.0000000000, propagate_forward_time: 11.3589038849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636621475
validation[          , genome  6504] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       695.53607, best error:       644.30731 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 125.2095947266s, input_fired_time: 1.6117014885, output_fired_time: 0.9244483113, propagate_forward_time: 48.1661148071, propagate_backward_time: 72.1021499634, weight_update_time: 0.1020188779, other_time: 2.4051818848
epoch time: 11.2914905548s, input_fired_time: 0.1835616827, output_fired_time: 0.0000000000, propagate_forward_time: 10.6714029312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365262985
validation[          , genome  6504] predictions:    9725/  10000 (97.25%), best:    9807/10000 (98.07%), error:       922.36749, best error:       644.30731 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 128.9450225830s, input_fired_time: 1.5926228762, output_fired_time: 0.9297091365, propagate_forward_time: 49.8016052246, propagate_backward_time: 74.1734161377, weight_update_time: 0.0985009149, other_time: 2.4476699829
epoch time: 10.0985860825s, input_fired_time: 0.1649447829, output_fired_time: 0.0000000000, propagate_forward_time: 9.5306529999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029884338
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       680.30573, best error:       644.30731 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 124.7642440796s, input_fired_time: 1.5697977543, output_fired_time: 0.9196470380, propagate_forward_time: 48.3859329224, propagate_backward_time: 71.4316482544, weight_update_time: 0.0972330868, other_time: 2.4572143555
epoch time: 10.5602235794s, input_fired_time: 0.1740732342, output_fired_time: 0.0000000000, propagate_forward_time: 9.9581689835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279813766
validation[          , genome  6504] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       772.13226, best error:       644.30731 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 130.7444915771s, input_fired_time: 1.6339956522, output_fired_time: 0.9596130848, propagate_forward_time: 50.7222175598, propagate_backward_time: 74.9520263672, weight_update_time: 0.1023322791, other_time: 2.4766387939
epoch time: 10.1018581390s, input_fired_time: 0.1737004369, output_fired_time: 0.0000000000, propagate_forward_time: 9.5135402679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146175385
validation[          , genome  6504] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       719.94202, best error:       644.30731 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 127.9904556274s, input_fired_time: 1.6266207695, output_fired_time: 0.9381012917, propagate_forward_time: 49.4784851074, propagate_backward_time: 73.5139465332, weight_update_time: 0.1037463620, other_time: 2.4333038330
epoch time: 10.9596710205s, input_fired_time: 0.1764760464, output_fired_time: 0.0000000000, propagate_forward_time: 10.3543510437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288434982
validation[          , genome  6504] predictions:    9758/  10000 (97.58%), best:    9807/10000 (98.07%), error:       825.56793, best error:       644.30731 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.0848999023s, input_fired_time: 1.6310361624, output_fired_time: 0.9795799255, propagate_forward_time: 49.4743461609, propagate_backward_time: 73.6400833130, weight_update_time: 0.1170882583, other_time: 2.3598556519
epoch time: 10.1502380371s, input_fired_time: 0.1881932467, output_fired_time: 0.0000000000, propagate_forward_time: 9.5655879974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964567184
validation[          , genome  6504] predictions:    9802/  10000 (98.02%), best:    9807/10000 (98.07%), error:       685.30731, best error:       644.30731 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 125.0703125000s, input_fired_time: 1.5696467161, output_fired_time: 0.9307225943, propagate_forward_time: 48.2853507996, propagate_backward_time: 71.8513336182, weight_update_time: 0.0944438800, other_time: 2.4332580566
epoch time: 10.1068859100s, input_fired_time: 0.1651442796, output_fired_time: 0.0000000000, propagate_forward_time: 9.5332098007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085321426
validation[          , genome  6504] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       692.84851, best error:       644.30731 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 131.5737762451s, input_fired_time: 1.6242479086, output_fired_time: 0.9854202867, propagate_forward_time: 50.9452743530, propagate_backward_time: 75.5839767456, weight_update_time: 0.0980790928, other_time: 2.4348449707
epoch time: 11.3956565857s, input_fired_time: 0.1837902218, output_fired_time: 0.0000000000, propagate_forward_time: 10.7790565491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328098297
validation[          , genome  6504] predictions:    9799/  10000 (97.99%), best:    9807/10000 (98.07%), error:       691.76947, best error:       644.30731 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 136.2332305908s, input_fired_time: 1.6728224754, output_fired_time: 0.9830145836, propagate_forward_time: 52.9868850708, propagate_backward_time: 78.1126937866, weight_update_time: 0.1041833460, other_time: 2.4778137207
epoch time: 12.7753028870s, input_fired_time: 0.2025905699, output_fired_time: 0.0000000000, propagate_forward_time: 12.0962772369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764347076
validation[          , genome  6504] predictions:    9800/  10000 (98.00%), best:    9807/10000 (98.07%), error:       689.06714, best error:       644.30731 on epoch:    54, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 51.4263572693s, input_fired_time: 0.8229460716, output_fired_time: 0.0000000000, propagate_forward_time: 48.5162925720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0871200562
best training[          , genome  6504] predictions:   49682/  50000 (99.36%), best:    9807/10000 (98.07%), error:      1356.19177, best error:       644.30731 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.7697505951s, input_fired_time: 0.1800270677, output_fired_time: 0.0000000000, propagate_forward_time: 11.1264133453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633102417
   testing[          , genome  6504] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       651.34259, best error:       644.30731 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:41:14 (1620): called boinc_finish(0)

</stderr_txt>
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