Nameexact_genome_1512568488_42_7110_0
Workunit2606747
Created7 Dec 2017, 23:49:21 UTC
Sent7 Dec 2017, 23:54:47 UTC
Report deadline15 Dec 2017, 17:15:42 UTC
Received8 Dec 2017, 9:49:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 16 min 17 sec
CPU time2 hours 16 min 17 sec
Validate stateValid
Credit1,930.72
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.64 MB
Peak swap size154.36 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
1, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 72.8434295654s, input_fired_time: 0.8126223683, output_fired_time: 0.5186107755, propagate_forward_time: 29.1620025635, propagate_backward_time: 40.6287727356, weight_update_time: 0.0809887722, other_time: 1.7214241028
epoch time: 6.2067270279s, input_fired_time: 0.0840620473, output_fired_time: 0.0000000000, propagate_forward_time: 5.8255887032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970762253
validation[          , genome  7110] predictions:    9729/  10000 (97.29%), best:    9728/10000 (97.28%), error:       909.03992, best error:       890.71680 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 72.7917709351s, input_fired_time: 0.8097300529, output_fired_time: 0.5115531683, propagate_forward_time: 29.1281204224, propagate_backward_time: 40.6220474243, weight_update_time: 0.0810109228, other_time: 1.7203216553
epoch time: 6.2159137726s, input_fired_time: 0.0834796280, output_fired_time: 0.0000000000, propagate_forward_time: 5.8407249451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917094231
validation[          , genome  7110] predictions:    9732/  10000 (97.32%), best:    9728/10000 (97.28%), error:       911.29034, best error:       890.71680 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 72.9281311035s, input_fired_time: 0.8109162450, output_fired_time: 0.5130510330, propagate_forward_time: 29.2265338898, propagate_backward_time: 40.7008285522, weight_update_time: 0.0801422074, other_time: 1.6768035889
epoch time: 6.2052183151s, input_fired_time: 0.0836369917, output_fired_time: 0.0000000000, propagate_forward_time: 5.8271980286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943835258
validation[          , genome  7110] predictions:    9507/  10000 (95.07%), best:    9728/10000 (97.28%), error:      1558.88184, best error:       890.71680 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.1171264648s, input_fired_time: 0.8162621260, output_fired_time: 0.5151833892, propagate_forward_time: 29.2589206696, propagate_backward_time: 40.8451232910, weight_update_time: 0.0806276277, other_time: 1.6816406250
epoch time: 6.2042536736s, input_fired_time: 0.0837393552, output_fired_time: 0.0000000000, propagate_forward_time: 5.8262877464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942266464
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       883.16895, best error:       883.16895 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 72.8301849365s, input_fired_time: 0.8114494085, output_fired_time: 0.5130907297, propagate_forward_time: 29.1434173584, propagate_backward_time: 40.7040443420, weight_update_time: 0.0799435303, other_time: 1.6581840515
epoch time: 6.2274127007s, input_fired_time: 0.0836118907, output_fired_time: 0.0000000000, propagate_forward_time: 5.8526091576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911915779
validation[          , genome  7110] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:      1041.47205, best error:       883.16895 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 72.8561553955s, input_fired_time: 0.8147756457, output_fired_time: 0.5133975148, propagate_forward_time: 29.1311473846, propagate_backward_time: 40.7412109375, weight_update_time: 0.0800362006, other_time: 1.6556243896
epoch time: 6.1991662979s, input_fired_time: 0.0834515169, output_fired_time: 0.0000000000, propagate_forward_time: 5.8252139091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905006409
validation[          , genome  7110] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       890.44556, best error:       883.16895 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 73.0337066650s, input_fired_time: 0.8118504286, output_fired_time: 0.5157276988, propagate_forward_time: 29.1964550018, propagate_backward_time: 40.8428573608, weight_update_time: 0.0802005082, other_time: 1.6668167114
epoch time: 6.2460737228s, input_fired_time: 0.0839725807, output_fired_time: 0.0000000000, propagate_forward_time: 5.8682041168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938971519
validation[          , genome  7110] predictions:    9706/  10000 (97.06%), best:    9731/10000 (97.31%), error:       944.47040, best error:       883.16895 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 73.3492431641s, input_fired_time: 0.8167619705, output_fired_time: 0.5194873810, propagate_forward_time: 29.2585582733, propagate_backward_time: 41.0873260498, weight_update_time: 0.0802170932, other_time: 1.6671066284
epoch time: 6.2081141472s, input_fired_time: 0.0842002779, output_fired_time: 0.0000000000, propagate_forward_time: 5.8305048943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934088707
validation[          , genome  7110] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       919.81415, best error:       883.16895 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 73.3826980591s, input_fired_time: 0.8184810877, output_fired_time: 0.5207461119, propagate_forward_time: 29.2921237946, propagate_backward_time: 41.0717315674, weight_update_time: 0.0804330409, other_time: 1.6796188354
epoch time: 6.2045488358s, input_fired_time: 0.0837840885, output_fired_time: 0.0000000000, propagate_forward_time: 5.8282194138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925453186
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       858.32849, best error:       858.32849 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 73.3756866455s, input_fired_time: 0.8200315237, output_fired_time: 0.5170310736, propagate_forward_time: 29.2380561829, propagate_backward_time: 41.1198883057, weight_update_time: 0.0803407282, other_time: 1.6806831360
epoch time: 6.2487683296s, input_fired_time: 0.0849194899, output_fired_time: 0.0000000000, propagate_forward_time: 5.8674626350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963862419
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       832.51776, best error:       832.51776 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 73.5145797729s, input_fired_time: 0.8217653632, output_fired_time: 0.5182275772, propagate_forward_time: 29.3561267853, propagate_backward_time: 41.1168441772, weight_update_time: 0.0807343200, other_time: 1.7016220093
epoch time: 6.2276997566s, input_fired_time: 0.0845044777, output_fired_time: 0.0000000000, propagate_forward_time: 5.8486351967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945599556
validation[          , genome  7110] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       874.09515, best error:       832.51776 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.1279144287s, input_fired_time: 0.8252882957, output_fired_time: 0.5244379044, propagate_forward_time: 29.5366821289, propagate_backward_time: 41.5381240845, weight_update_time: 0.0811332986, other_time: 1.7033843994
epoch time: 6.6338119507s, input_fired_time: 0.0878799483, output_fired_time: 0.0000000000, propagate_forward_time: 6.2386918068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072400093
validation[          , genome  7110] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       858.84674, best error:       832.51776 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 75.1751632690s, input_fired_time: 0.8365094662, output_fired_time: 0.5250352621, propagate_forward_time: 30.0412349701, propagate_backward_time: 42.0564727783, weight_update_time: 0.0820765495, other_time: 1.7159118652
epoch time: 6.2148237228s, input_fired_time: 0.0856024027, output_fired_time: 0.0000000000, propagate_forward_time: 5.8319039345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973175049
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       829.70459, best error:       829.70459 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.2400512695s, input_fired_time: 0.8271303773, output_fired_time: 0.5280405879, propagate_forward_time: 29.5346565247, propagate_backward_time: 41.6565055847, weight_update_time: 0.0808634534, other_time: 1.6937179565
epoch time: 6.2045645714s, input_fired_time: 0.0847156644, output_fired_time: 0.0000000000, propagate_forward_time: 5.8293709755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904777527
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9746/10000 (97.46%), error:       880.75293, best error:       829.70459 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.3204040527s, input_fired_time: 0.8406333327, output_fired_time: 0.5327859521, propagate_forward_time: 30.4516773224, propagate_backward_time: 42.7666130066, weight_update_time: 0.0833714679, other_time: 1.7287025452
epoch time: 6.4237713814s, input_fired_time: 0.0864039436, output_fired_time: 0.0000000000, propagate_forward_time: 6.0349273682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024401665
validation[          , genome  7110] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       777.35620, best error:       777.35620 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 75.0967330933s, input_fired_time: 0.8320220113, output_fired_time: 0.5228302479, propagate_forward_time: 29.9647922516, propagate_backward_time: 42.0554008484, weight_update_time: 0.0817599222, other_time: 1.7216911316
epoch time: 6.5298399925s, input_fired_time: 0.0881561413, output_fired_time: 0.0000000000, propagate_forward_time: 6.1349482536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067355156
validation[          , genome  7110] predictions:    9726/  10000 (97.26%), best:    9774/10000 (97.74%), error:       911.19641, best error:       777.35620 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 75.1882934570s, input_fired_time: 0.8378462195, output_fired_time: 0.5231477618, propagate_forward_time: 29.9610538483, propagate_backward_time: 42.1315460205, weight_update_time: 0.0821828023, other_time: 1.7347030640
epoch time: 6.3281836510s, input_fired_time: 0.0866565853, output_fired_time: 0.0000000000, propagate_forward_time: 5.9412336349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002934456
validation[          , genome  7110] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       821.24280, best error:       777.35620 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 75.1485671997s, input_fired_time: 0.8418172002, output_fired_time: 0.5228519440, propagate_forward_time: 29.8874874115, propagate_backward_time: 42.1589851379, weight_update_time: 0.0822172984, other_time: 1.7374229431
epoch time: 6.2297163010s, input_fired_time: 0.0902231336, output_fired_time: 0.0000000000, propagate_forward_time: 5.8335819244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059110641
validation[          , genome  7110] predictions:    9706/  10000 (97.06%), best:    9774/10000 (97.74%), error:       925.84485, best error:       777.35620 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 75.2443389893s, input_fired_time: 0.8335812688, output_fired_time: 0.5222709179, propagate_forward_time: 29.9039306641, propagate_backward_time: 42.2657470703, weight_update_time: 0.0818959475, other_time: 1.7188110352
epoch time: 6.5139284134s, input_fired_time: 0.0878879800, output_fired_time: 0.0000000000, propagate_forward_time: 6.1192789078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067617416
validation[          , genome  7110] predictions:    9692/  10000 (96.92%), best:    9774/10000 (97.74%), error:       972.34955, best error:       777.35620 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 75.8290176392s, input_fired_time: 0.8369539380, output_fired_time: 0.5277060270, propagate_forward_time: 30.0976982117, propagate_backward_time: 42.6329154968, weight_update_time: 0.0823184177, other_time: 1.7337493896
epoch time: 6.5222287178s, input_fired_time: 0.0879763663, output_fired_time: 0.0000000000, propagate_forward_time: 6.1297764778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044757843
validation[          , genome  7110] predictions:    9722/  10000 (97.22%), best:    9774/10000 (97.74%), error:       919.24609, best error:       777.35620 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 75.0630035400s, input_fired_time: 0.8321627378, output_fired_time: 0.5219860673, propagate_forward_time: 29.7884464264, propagate_backward_time: 42.2130126953, weight_update_time: 0.0816305429, other_time: 1.7073974609
epoch time: 6.2924165726s, input_fired_time: 0.0852458924, output_fired_time: 0.0000000000, propagate_forward_time: 5.9072318077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999386787
validation[          , genome  7110] predictions:    9622/  10000 (96.22%), best:    9774/10000 (97.74%), error:      1218.93689, best error:       777.35620 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 75.1210174561s, input_fired_time: 0.8359956741, output_fired_time: 0.5229791403, propagate_forward_time: 29.7701549530, propagate_backward_time: 42.2856178284, weight_update_time: 0.0815647617, other_time: 1.7062644958
epoch time: 6.2875905037s, input_fired_time: 0.0869775414, output_fired_time: 0.0000000000, propagate_forward_time: 5.9033117294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973012924
validation[          , genome  7110] predictions:    9730/  10000 (97.30%), best:    9774/10000 (97.74%), error:       885.59119, best error:       777.35620 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 75.2277832031s, input_fired_time: 0.8377392888, output_fired_time: 0.5226495862, propagate_forward_time: 29.9549350739, propagate_backward_time: 42.2091407776, weight_update_time: 0.0816464648, other_time: 1.7033195496
epoch time: 6.4656229019s, input_fired_time: 0.0887229890, output_fired_time: 0.0000000000, propagate_forward_time: 6.0737075806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031921387
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       855.97003, best error:       777.35620 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 75.1921234131s, input_fired_time: 0.8389670849, output_fired_time: 0.5228404403, propagate_forward_time: 29.8529701233, propagate_backward_time: 42.2498970032, weight_update_time: 0.0817815363, other_time: 1.7274475098
epoch time: 6.2888445854s, input_fired_time: 0.0867437124, output_fired_time: 0.0000000000, propagate_forward_time: 5.9041376114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979631424
validation[          , genome  7110] predictions:    9717/  10000 (97.17%), best:    9774/10000 (97.74%), error:       900.73511, best error:       777.35620 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 74.3015670776s, input_fired_time: 0.8345351219, output_fired_time: 0.5166729093, propagate_forward_time: 29.4861927032, propagate_backward_time: 41.7705574036, weight_update_time: 0.0808756724, other_time: 1.6936149597
epoch time: 6.3435707092s, input_fired_time: 0.0876679868, output_fired_time: 0.0000000000, propagate_forward_time: 5.9581451416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977576256
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       827.68890, best error:       777.35620 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 73.9613571167s, input_fired_time: 0.8296815157, output_fired_time: 0.5118782520, propagate_forward_time: 29.3506202698, propagate_backward_time: 41.6051826477, weight_update_time: 0.0808457509, other_time: 1.6639938354
epoch time: 6.2904291153s, input_fired_time: 0.0863972083, output_fired_time: 0.0000000000, propagate_forward_time: 5.9100904465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939414978
validation[          , genome  7110] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       874.08557, best error:       777.35620 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 74.2708358765s, input_fired_time: 0.8358082771, output_fired_time: 0.5129362941, propagate_forward_time: 29.4892845154, propagate_backward_time: 41.7690887451, weight_update_time: 0.0807055831, other_time: 1.6637153625
epoch time: 6.4846372604s, input_fired_time: 0.0889529735, output_fired_time: 0.0000000000, propagate_forward_time: 6.0934495926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022346497
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       847.79724, best error:       777.35620 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 77.4230728149s, input_fired_time: 0.8513696790, output_fired_time: 0.5328871012, propagate_forward_time: 30.7419586182, propagate_backward_time: 43.5615463257, weight_update_time: 0.0840332359, other_time: 1.7353057861
epoch time: 6.2533178329s, input_fired_time: 0.0856203735, output_fired_time: 0.0000000000, propagate_forward_time: 5.8758592606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918381691
validation[          , genome  7110] predictions:    9732/  10000 (97.32%), best:    9774/10000 (97.74%), error:       892.35815, best error:       777.35620 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 76.5316238403s, input_fired_time: 0.8431965709, output_fired_time: 0.5352329016, propagate_forward_time: 30.3461055756, propagate_backward_time: 43.1046218872, weight_update_time: 0.0825336948, other_time: 1.7024688721
epoch time: 6.1995058060s, input_fired_time: 0.0864192396, output_fired_time: 0.0000000000, propagate_forward_time: 5.8240385056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890481949
validation[          , genome  7110] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       849.49445, best error:       777.35620 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 73.8407821655s, input_fired_time: 0.8262911439, output_fired_time: 0.5196424127, propagate_forward_time: 29.2148036957, propagate_backward_time: 41.6404304504, weight_update_time: 0.0798785686, other_time: 1.6396064758
epoch time: 6.2190532684s, input_fired_time: 0.0858428255, output_fired_time: 0.0000000000, propagate_forward_time: 5.8391385078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940721512
validation[          , genome  7110] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       823.57880, best error:       777.35620 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.2181015015s, input_fired_time: 0.8292908072, output_fired_time: 0.5211418867, propagate_forward_time: 29.3200511932, propagate_backward_time: 41.8928947449, weight_update_time: 0.0799911544, other_time: 1.6547203064
epoch time: 6.2000713348s, input_fired_time: 0.0861551389, output_fired_time: 0.0000000000, propagate_forward_time: 5.8243222237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895941734
validation[          , genome  7110] predictions:    9716/  10000 (97.16%), best:    9774/10000 (97.74%), error:      1000.52637, best error:       777.35620 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 74.4343643188s, input_fired_time: 0.8337187171, output_fired_time: 0.5162479281, propagate_forward_time: 29.4489974976, propagate_backward_time: 41.9538230896, weight_update_time: 0.0808369368, other_time: 1.6815757751
epoch time: 6.2256455421s, input_fired_time: 0.0867616162, output_fired_time: 0.0000000000, propagate_forward_time: 5.8455882072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932958603
validation[          , genome  7110] predictions:    9703/  10000 (97.03%), best:    9774/10000 (97.74%), error:       925.96149, best error:       777.35620 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 75.0893249512s, input_fired_time: 0.8361810446, output_fired_time: 0.5225760341, propagate_forward_time: 29.6743259430, propagate_backward_time: 42.3754005432, weight_update_time: 0.0811612904, other_time: 1.6808433533
epoch time: 6.2367353439s, input_fired_time: 0.0859149471, output_fired_time: 0.0000000000, propagate_forward_time: 5.8583831787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924370766
validation[          , genome  7110] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       883.27509, best error:       777.35620 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 73.7131423950s, input_fired_time: 0.8279482722, output_fired_time: 0.5117713809, propagate_forward_time: 29.1382484436, propagate_backward_time: 41.5891761780, weight_update_time: 0.0800217390, other_time: 1.6459960938
epoch time: 6.2456650734s, input_fired_time: 0.0877149403, output_fired_time: 0.0000000000, propagate_forward_time: 5.8651528358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927970886
validation[          , genome  7110] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       861.92767, best error:       777.35620 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 73.9947052002s, input_fired_time: 0.8310831785, output_fired_time: 0.5161871910, propagate_forward_time: 29.2347526550, propagate_backward_time: 41.7443809509, weight_update_time: 0.0802437067, other_time: 1.6682968140
epoch time: 6.2126102448s, input_fired_time: 0.0864884555, output_fired_time: 0.0000000000, propagate_forward_time: 5.8335986137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925233841
validation[          , genome  7110] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       860.54376, best error:       777.35620 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 74.7421951294s, input_fired_time: 0.8431427479, output_fired_time: 0.5208281875, propagate_forward_time: 29.5536003113, propagate_backward_time: 42.1049385071, weight_update_time: 0.0825748369, other_time: 1.7196884155
epoch time: 6.2249522209s, input_fired_time: 0.0876653641, output_fired_time: 0.0000000000, propagate_forward_time: 5.8423156738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949709892
validation[          , genome  7110] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       829.02838, best error:       777.35620 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 74.4004364014s, input_fired_time: 0.8373054862, output_fired_time: 0.5126729012, propagate_forward_time: 29.4422225952, propagate_backward_time: 41.9278945923, weight_update_time: 0.0802400038, other_time: 1.6803436279
epoch time: 6.2306480408s, input_fired_time: 0.0872559622, output_fired_time: 0.0000000000, propagate_forward_time: 5.8533544540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900376320
validation[          , genome  7110] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       771.37610, best error:       771.37610 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 73.7392654419s, input_fired_time: 0.8273361921, output_fired_time: 0.5081185699, propagate_forward_time: 29.1334781647, propagate_backward_time: 41.6196632385, weight_update_time: 0.0797817335, other_time: 1.6506690979
epoch time: 6.2065277100s, input_fired_time: 0.0864093378, output_fired_time: 0.0000000000, propagate_forward_time: 5.8271775246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929406166
validation[          , genome  7110] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       835.57141, best error:       771.37610 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.3028106689s, input_fired_time: 0.8311973810, output_fired_time: 0.5183174014, propagate_forward_time: 29.4049358368, propagate_backward_time: 41.8836517334, weight_update_time: 0.0806427747, other_time: 1.6647033691
epoch time: 6.2046313286s, input_fired_time: 0.0865025371, output_fired_time: 0.0000000000, propagate_forward_time: 5.8248739243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932548523
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       856.81818, best error:       771.37610 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.0138244629s, input_fired_time: 0.8319665194, output_fired_time: 0.5117498636, propagate_forward_time: 29.2219734192, propagate_backward_time: 41.7826728821, weight_update_time: 0.0802974924, other_time: 1.6654586792
epoch time: 6.2753186226s, input_fired_time: 0.0879199058, output_fired_time: 0.0000000000, propagate_forward_time: 5.8942756653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931232452
validation[          , genome  7110] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       857.23383, best error:       771.37610 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 74.0484695435s, input_fired_time: 0.8319372535, output_fired_time: 0.5189320445, propagate_forward_time: 29.2529792786, propagate_backward_time: 41.7827987671, weight_update_time: 0.0805492848, other_time: 1.6618232727
epoch time: 6.2878961563s, input_fired_time: 0.0940930918, output_fired_time: 0.0000000000, propagate_forward_time: 5.8843626976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094401360
validation[          , genome  7110] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       814.14209, best error:       771.37610 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 73.9499588013s, input_fired_time: 0.8343435526, output_fired_time: 0.5194243789, propagate_forward_time: 29.2111377716, propagate_backward_time: 41.7000579834, weight_update_time: 0.0805990472, other_time: 1.6849975586
epoch time: 6.2637729645s, input_fired_time: 0.0883914605, output_fired_time: 0.0000000000, propagate_forward_time: 5.8807516098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946300507
validation[          , genome  7110] predictions:    9775/  10000 (97.75%), best:    9759/10000 (97.59%), error:       790.38293, best error:       771.37610 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 74.1524658203s, input_fired_time: 0.8336173892, output_fired_time: 0.5204919577, propagate_forward_time: 29.2339115143, propagate_backward_time: 41.8805541992, weight_update_time: 0.0808873922, other_time: 1.6838912964
epoch time: 6.2115893364s, input_fired_time: 0.0873847455, output_fired_time: 0.0000000000, propagate_forward_time: 5.8275365829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966680527
validation[          , genome  7110] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       877.60992, best error:       771.37610 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 74.3614196777s, input_fired_time: 0.8366690874, output_fired_time: 0.5171347260, propagate_forward_time: 29.3295764923, propagate_backward_time: 41.9776039124, weight_update_time: 0.0811005905, other_time: 1.7004356384
epoch time: 6.2104029655s, input_fired_time: 0.0876665264, output_fired_time: 0.0000000000, propagate_forward_time: 5.8278989792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948374748
validation[          , genome  7110] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       787.86578, best error:       771.37610 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 74.2004241943s, input_fired_time: 0.8359661698, output_fired_time: 0.5180036426, propagate_forward_time: 29.2534790039, propagate_backward_time: 41.9015388489, weight_update_time: 0.0808637440, other_time: 1.6914329529
epoch time: 6.2072715759s, input_fired_time: 0.0884867534, output_fired_time: 0.0000000000, propagate_forward_time: 5.8262901306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924947739
validation[          , genome  7110] predictions:    9745/  10000 (97.45%), best:    9759/10000 (97.59%), error:       839.44843, best error:       771.37610 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 73.8651428223s, input_fired_time: 0.8347348571, output_fired_time: 0.5085926652, propagate_forward_time: 29.1270236969, propagate_backward_time: 41.7293815613, weight_update_time: 0.0802041292, other_time: 1.6654167175
epoch time: 6.2087917328s, input_fired_time: 0.0881693587, output_fired_time: 0.0000000000, propagate_forward_time: 5.8255620003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950601578
validation[          , genome  7110] predictions:    9763/  10000 (97.63%), best:    9759/10000 (97.59%), error:       778.20648, best error:       771.37610 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 76.6902847290s, input_fired_time: 0.8580268025, output_fired_time: 0.5276969671, propagate_forward_time: 30.2448711395, propagate_backward_time: 43.3103981018, weight_update_time: 0.0842261836, other_time: 1.7492942810
epoch time: 6.3712887764s, input_fired_time: 0.0890350714, output_fired_time: 0.0000000000, propagate_forward_time: 5.9839329720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983207703
validation[          , genome  7110] predictions:    9729/  10000 (97.29%), best:    9759/10000 (97.59%), error:       862.13666, best error:       771.37610 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 75.8951721191s, input_fired_time: 0.8500094414, output_fired_time: 0.5214943290, propagate_forward_time: 30.0409564972, propagate_backward_time: 42.7741203308, weight_update_time: 0.0825645328, other_time: 1.7085990906
epoch time: 6.2958793640s, input_fired_time: 0.0891319439, output_fired_time: 0.0000000000, propagate_forward_time: 5.9102644920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964830399
validation[          , genome  7110] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       906.27228, best error:       771.37610 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 75.2021560669s, input_fired_time: 0.8605412841, output_fired_time: 0.5197385550, propagate_forward_time: 29.6295146942, propagate_backward_time: 42.4128952026, weight_update_time: 0.0858797058, other_time: 1.7794647217
epoch time: 6.2423601151s, input_fired_time: 0.0934508070, output_fired_time: 0.0000000000, propagate_forward_time: 5.8386478424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102612495
validation[          , genome  7110] predictions:    9693/  10000 (96.93%), best:    9759/10000 (97.59%), error:      1022.16913, best error:       771.37610 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 74.0612182617s, input_fired_time: 0.8359815478, output_fired_time: 0.5096659064, propagate_forward_time: 29.2062225342, propagate_backward_time: 41.8490829468, weight_update_time: 0.0804851502, other_time: 1.6602630615
epoch time: 6.3862528801s, input_fired_time: 0.0893613398, output_fired_time: 0.0000000000, propagate_forward_time: 5.9971804619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997112274
validation[          , genome  7110] predictions:    9687/  10000 (96.87%), best:    9759/10000 (97.59%), error:       993.52264, best error:       771.37610 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 74.2744903564s, input_fired_time: 0.8397027850, output_fired_time: 0.5128750205, propagate_forward_time: 29.2738170624, propagate_backward_time: 41.9790611267, weight_update_time: 0.0811964869, other_time: 1.6690254211
epoch time: 6.2480459213s, input_fired_time: 0.0929351375, output_fired_time: 0.0000000000, propagate_forward_time: 5.8501954079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049154282
validation[          , genome  7110] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       800.12201, best error:       771.37610 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 75.6771087646s, input_fired_time: 0.8487237692, output_fired_time: 0.5197103620, propagate_forward_time: 29.8564338684, propagate_backward_time: 42.7449264526, weight_update_time: 0.0820923075, other_time: 1.7073173523
epoch time: 6.4108905792s, input_fired_time: 0.0911377892, output_fired_time: 0.0000000000, propagate_forward_time: 6.0106024742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091502190
validation[          , genome  7110] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       804.47113, best error:       771.37610 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 74.7364654541s, input_fired_time: 0.8422156572, output_fired_time: 0.5137087107, propagate_forward_time: 29.4451484680, propagate_backward_time: 42.2388038635, weight_update_time: 0.0813533440, other_time: 1.6965866089
epoch time: 6.2054696083s, input_fired_time: 0.0878414884, output_fired_time: 0.0000000000, propagate_forward_time: 5.8275699615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900581360
validation[          , genome  7110] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       747.54309, best error:       747.54309 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 74.0256347656s, input_fired_time: 0.8375270963, output_fired_time: 0.5093476772, propagate_forward_time: 29.1672420502, propagate_backward_time: 41.8482208252, weight_update_time: 0.0804852173, other_time: 1.6632995605
epoch time: 6.2117695808s, input_fired_time: 0.0876182765, output_fired_time: 0.0000000000, propagate_forward_time: 5.8286805153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954707146
validation[          , genome  7110] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       843.86646, best error:       747.54309 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 74.2985839844s, input_fired_time: 0.8395630121, output_fired_time: 0.5174438357, propagate_forward_time: 29.2633075714, propagate_backward_time: 41.9905815125, weight_update_time: 0.0806274712, other_time: 1.6876945496
epoch time: 6.2081933022s, input_fired_time: 0.0886962861, output_fired_time: 0.0000000000, propagate_forward_time: 5.8264989853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929978371
validation[          , genome  7110] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       826.82745, best error:       747.54309 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 76.1729202271s, input_fired_time: 0.8511638641, output_fired_time: 0.5270064473, propagate_forward_time: 30.0586395264, propagate_backward_time: 43.0149612427, weight_update_time: 0.0829209685, other_time: 1.7211456299
epoch time: 6.2320890427s, input_fired_time: 0.0879674777, output_fired_time: 0.0000000000, propagate_forward_time: 5.8496503830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944712639
validation[          , genome  7110] predictions:    9749/  10000 (97.49%), best:    9776/10000 (97.76%), error:       834.87976, best error:       747.54309 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 75.1033782959s, input_fired_time: 0.8639746904, output_fired_time: 0.5197330117, propagate_forward_time: 29.5068016052, propagate_backward_time: 42.4015350342, weight_update_time: 0.0875594839, other_time: 1.8113365173
epoch time: 6.2301707268s, input_fired_time: 0.0922848284, output_fired_time: 0.0000000000, propagate_forward_time: 5.8295769691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083090782
validation[          , genome  7110] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       835.71729, best error:       747.54309 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 74.3819808960s, input_fired_time: 0.8372400403, output_fired_time: 0.5136609674, propagate_forward_time: 29.3127307892, propagate_backward_time: 42.0410537720, weight_update_time: 0.0804200247, other_time: 1.6772918701
epoch time: 6.2241988182s, input_fired_time: 0.0882765427, output_fired_time: 0.0000000000, propagate_forward_time: 5.8438906670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920317650
validation[          , genome  7110] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       792.29272, best error:       747.54309 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 73.9024276733s, input_fired_time: 0.8294876814, output_fired_time: 0.5079635978, propagate_forward_time: 29.1088600159, propagate_backward_time: 41.8048629761, weight_update_time: 0.0801881254, other_time: 1.6512489319
epoch time: 6.2037925720s, input_fired_time: 0.0873495862, output_fired_time: 0.0000000000, propagate_forward_time: 5.8232631683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931799889
validation[          , genome  7110] predictions:    9703/  10000 (97.03%), best:    9776/10000 (97.76%), error:      1027.45068, best error:       747.54309 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 74.0400161743s, input_fired_time: 0.8331264257, output_fired_time: 0.5136488080, propagate_forward_time: 29.1793842316, propagate_backward_time: 41.8221740723, weight_update_time: 0.0806361511, other_time: 1.6916809082
epoch time: 6.2231163979s, input_fired_time: 0.0898566619, output_fired_time: 0.0000000000, propagate_forward_time: 5.8369116783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963480949
validation[          , genome  7110] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       859.54041, best error:       747.54309 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 74.1578750610s, input_fired_time: 0.8370246291, output_fired_time: 0.5181194544, propagate_forward_time: 29.1920223236, propagate_backward_time: 41.9197845459, weight_update_time: 0.0805302113, other_time: 1.6909255981
epoch time: 6.2715163231s, input_fired_time: 0.0886825696, output_fired_time: 0.0000000000, propagate_forward_time: 5.8842701912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985634804
validation[          , genome  7110] predictions:    9713/  10000 (97.13%), best:    9776/10000 (97.76%), error:       924.34418, best error:       747.54309 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 74.1685562134s, input_fired_time: 0.8381711841, output_fired_time: 0.5135313272, propagate_forward_time: 29.2091083527, propagate_backward_time: 41.9318351746, weight_update_time: 0.0802683607, other_time: 1.6759071350
epoch time: 6.2162642479s, input_fired_time: 0.0905296057, output_fired_time: 0.0000000000, propagate_forward_time: 5.8275399208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981948853
validation[          , genome  7110] predictions:    9713/  10000 (97.13%), best:    9776/10000 (97.76%), error:       926.85376, best error:       747.54309 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 74.1787338257s, input_fired_time: 0.8425608277, output_fired_time: 0.5211604834, propagate_forward_time: 29.2162570953, propagate_backward_time: 41.9231224060, weight_update_time: 0.0805982947, other_time: 1.6756324768
epoch time: 6.2051439285s, input_fired_time: 0.0880161896, output_fired_time: 0.0000000000, propagate_forward_time: 5.8244452477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926826477
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       859.48120, best error:       747.54309 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 74.1083450317s, input_fired_time: 0.8415327668, output_fired_time: 0.5190562010, propagate_forward_time: 29.1633300781, propagate_backward_time: 41.9074287415, weight_update_time: 0.0806633383, other_time: 1.6769981384
epoch time: 6.2102952003s, input_fired_time: 0.0893431231, output_fired_time: 0.0000000000, propagate_forward_time: 5.8264570236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944951057
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       831.04150, best error:       747.54309 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 74.0663070679s, input_fired_time: 0.8412180543, output_fired_time: 0.5181377530, propagate_forward_time: 29.1450653076, propagate_backward_time: 41.8868713379, weight_update_time: 0.0806355402, other_time: 1.6750183105
epoch time: 6.2099409103s, input_fired_time: 0.0892494842, output_fired_time: 0.0000000000, propagate_forward_time: 5.8267951012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938961983
validation[          , genome  7110] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       791.41370, best error:       747.54309 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 74.1183090210s, input_fired_time: 0.8431898952, output_fired_time: 0.5104424953, propagate_forward_time: 29.1490993500, propagate_backward_time: 41.9409065247, weight_update_time: 0.0805476308, other_time: 1.6746635437
epoch time: 6.2121486664s, input_fired_time: 0.0902474299, output_fired_time: 0.0000000000, propagate_forward_time: 5.8275194168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943816185
validation[          , genome  7110] predictions:    9719/  10000 (97.19%), best:    9776/10000 (97.76%), error:       928.17426, best error:       747.54309 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.1781387329s, input_fired_time: 0.8463731408, output_fired_time: 0.5135692358, propagate_forward_time: 29.1759967804, propagate_backward_time: 41.9637680054, weight_update_time: 0.0806739330, other_time: 1.6784286499
epoch time: 6.2150387764s, input_fired_time: 0.0888811126, output_fired_time: 0.0000000000, propagate_forward_time: 5.8276414871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985162735
validation[          , genome  7110] predictions:    9712/  10000 (97.12%), best:    9776/10000 (97.76%), error:       925.15619, best error:       747.54309 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 74.2639389038s, input_fired_time: 0.8448197246, output_fired_time: 0.5160744190, propagate_forward_time: 29.2225418091, propagate_backward_time: 41.9871406555, weight_update_time: 0.0806925818, other_time: 1.6933631897
epoch time: 6.2119593620s, input_fired_time: 0.0895989835, output_fired_time: 0.0000000000, propagate_forward_time: 5.8266286850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957315445
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       862.08990, best error:       747.54309 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 74.5125579834s, input_fired_time: 0.8473017812, output_fired_time: 0.5173022151, propagate_forward_time: 29.3089790344, propagate_backward_time: 42.1415023804, weight_update_time: 0.0809620917, other_time: 1.6974678040
epoch time: 6.2874946594s, input_fired_time: 0.0887700245, output_fired_time: 0.0000000000, propagate_forward_time: 5.9026775360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960472107
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       822.59723, best error:       747.54309 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 74.3560256958s, input_fired_time: 0.8457635641, output_fired_time: 0.5139197707, propagate_forward_time: 29.2503585815, propagate_backward_time: 42.0624465942, weight_update_time: 0.0810566172, other_time: 1.6835403442
epoch time: 6.2125015259s, input_fired_time: 0.0899444520, output_fired_time: 0.0000000000, propagate_forward_time: 5.8260421753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965149879
validation[          , genome  7110] predictions:    9736/  10000 (97.36%), best:    9776/10000 (97.76%), error:       880.58331, best error:       747.54309 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 74.4834747314s, input_fired_time: 0.8538401127, output_fired_time: 0.5153961778, propagate_forward_time: 29.2512321472, propagate_backward_time: 42.1360435486, weight_update_time: 0.0833870471, other_time: 1.7269592285
epoch time: 6.3062477112s, input_fired_time: 0.0973425284, output_fired_time: 0.0000000000, propagate_forward_time: 5.8949975967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139076233
validation[          , genome  7110] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       829.93433, best error:       747.54309 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 74.5117034912s, input_fired_time: 0.8772054315, output_fired_time: 0.5181946754, propagate_forward_time: 29.1861896515, propagate_backward_time: 42.0985107422, weight_update_time: 0.0885429978, other_time: 1.8316040039
epoch time: 6.2443833351s, input_fired_time: 0.0963812247, output_fired_time: 0.0000000000, propagate_forward_time: 5.8401226997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078794479
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       831.68744, best error:       747.54309 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 74.5548629761s, input_fired_time: 0.8852553964, output_fired_time: 0.5156397820, propagate_forward_time: 29.2227058411, propagate_backward_time: 42.0888061523, weight_update_time: 0.0881692097, other_time: 1.8424568176
epoch time: 6.2462110519s, input_fired_time: 0.0945103392, output_fired_time: 0.0000000000, propagate_forward_time: 5.8424010277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092994690
validation[          , genome  7110] predictions:    9649/  10000 (96.49%), best:    9776/10000 (97.76%), error:      1136.67236, best error:       747.54309 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 74.3607177734s, input_fired_time: 0.8792109489, output_fired_time: 0.5137723684, propagate_forward_time: 29.1605491638, propagate_backward_time: 41.9877929688, weight_update_time: 0.0878556743, other_time: 1.8193931580
epoch time: 6.2341628075s, input_fired_time: 0.0966645256, output_fired_time: 0.0000000000, propagate_forward_time: 5.8302679062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072304726
validation[          , genome  7110] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       876.46655, best error:       747.54309 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 74.2516937256s, input_fired_time: 0.8760104179, output_fired_time: 0.5122324228, propagate_forward_time: 29.1339225769, propagate_backward_time: 41.9270553589, weight_update_time: 0.0876790136, other_time: 1.8024787903
epoch time: 6.2355146408s, input_fired_time: 0.0954883546, output_fired_time: 0.0000000000, propagate_forward_time: 5.8299942017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100318909
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9776/10000 (97.76%), error:       865.67535, best error:       747.54309 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 74.9701614380s, input_fired_time: 0.8872905374, output_fired_time: 0.5177017450, propagate_forward_time: 29.4324626923, propagate_backward_time: 42.2800178528, weight_update_time: 0.0883052349, other_time: 1.8526878357
epoch time: 6.2458491325s, input_fired_time: 0.0959504396, output_fired_time: 0.0000000000, propagate_forward_time: 5.8370194435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128790855
validation[          , genome  7110] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       779.93835, best error:       747.54309 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 74.6852798462s, input_fired_time: 0.8786740303, output_fired_time: 0.5153864622, propagate_forward_time: 29.2970581055, propagate_backward_time: 42.1563034058, weight_update_time: 0.0877169222, other_time: 1.8378524780
epoch time: 6.2394084930s, input_fired_time: 0.0963213518, output_fired_time: 0.0000000000, propagate_forward_time: 5.8343248367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087620735
validation[          , genome  7110] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       851.33710, best error:       747.54309 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.5124130249s, input_fired_time: 0.8800154924, output_fired_time: 0.5152245760, propagate_forward_time: 29.2268314362, propagate_backward_time: 42.0572967529, weight_update_time: 0.0879682228, other_time: 1.8330459595
epoch time: 6.2559900284s, input_fired_time: 0.0979548767, output_fired_time: 0.0000000000, propagate_forward_time: 5.8399424553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180928230
validation[          , genome  7110] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       881.00085, best error:       747.54309 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.9863739014s, input_fired_time: 0.8853056431, output_fired_time: 0.5179278255, propagate_forward_time: 29.4167175293, propagate_backward_time: 42.3230819702, weight_update_time: 0.0882989243, other_time: 1.8433380127
epoch time: 6.2513298988s, input_fired_time: 0.0970333591, output_fired_time: 0.0000000000, propagate_forward_time: 5.8450121880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092842102
validation[          , genome  7110] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       854.48840, best error:       747.54309 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 74.3877258301s, input_fired_time: 0.8815850616, output_fired_time: 0.5145730376, propagate_forward_time: 29.1589603424, propagate_backward_time: 42.0065307617, weight_update_time: 0.0879509822, other_time: 1.8260803223
epoch time: 6.2375063896s, input_fired_time: 0.0960338935, output_fired_time: 0.0000000000, propagate_forward_time: 5.8322262764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092460632
validation[          , genome  7110] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       855.35889, best error:       747.54309 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.4063491821s, input_fired_time: 0.8762871027, output_fired_time: 0.5138943791, propagate_forward_time: 29.1525669098, propagate_backward_time: 42.0479164124, weight_update_time: 0.0880309939, other_time: 1.8156852722
epoch time: 6.2978081703s, input_fired_time: 0.0986224785, output_fired_time: 0.0000000000, propagate_forward_time: 5.8856620789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135237694
validation[          , genome  7110] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       845.07898, best error:       747.54309 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 74.5708160400s, input_fired_time: 0.8751486540, output_fired_time: 0.5160637498, propagate_forward_time: 29.2184677124, propagate_backward_time: 42.1317253113, weight_update_time: 0.0880990103, other_time: 1.8294105530
epoch time: 6.2356567383s, input_fired_time: 0.0952005163, output_fired_time: 0.0000000000, propagate_forward_time: 5.8323550224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081011772
validation[          , genome  7110] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       767.57092, best error:       747.54309 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 75.6674118042s, input_fired_time: 0.8859653473, output_fired_time: 0.5218107104, propagate_forward_time: 29.6792125702, propagate_backward_time: 42.7394409180, weight_update_time: 0.0891286060, other_time: 1.8409805298
epoch time: 6.2380299568s, input_fired_time: 0.0975265950, output_fired_time: 0.0000000000, propagate_forward_time: 5.8323850632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081183434
validation[          , genome  7110] predictions:    9763/  10000 (97.63%), best:    9776/10000 (97.76%), error:       820.92377, best error:       747.54309 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 75.4950485229s, input_fired_time: 0.8824150562, output_fired_time: 0.5207346678, propagate_forward_time: 29.6124439240, propagate_backward_time: 42.6166191101, weight_update_time: 0.0889108181, other_time: 1.8628349304
epoch time: 6.2638678551s, input_fired_time: 0.0961512849, output_fired_time: 0.0000000000, propagate_forward_time: 5.8542451859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134713173
validation[          , genome  7110] predictions:    9765/  10000 (97.65%), best:    9776/10000 (97.76%), error:       801.31830, best error:       747.54309 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 75.0307464600s, input_fired_time: 0.8823513985, output_fired_time: 0.5182436109, propagate_forward_time: 29.4042587280, propagate_backward_time: 42.3790130615, weight_update_time: 0.0885039270, other_time: 1.8468780518
epoch time: 6.2346253395s, input_fired_time: 0.0942694023, output_fired_time: 0.0000000000, propagate_forward_time: 5.8307862282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095698357
validation[          , genome  7110] predictions:    9678/  10000 (96.78%), best:    9776/10000 (97.76%), error:      1006.93457, best error:       747.54309 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 74.4128646851s, input_fired_time: 0.8724842072, output_fired_time: 0.5132477880, propagate_forward_time: 29.1629905701, propagate_backward_time: 42.0489120483, weight_update_time: 0.0886553451, other_time: 1.8152351379
epoch time: 6.2342691422s, input_fired_time: 0.0935763419, output_fired_time: 0.0000000000, propagate_forward_time: 5.8307690620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099236488
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9776/10000 (97.76%), error:       900.02496, best error:       747.54309 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 74.3629760742s, input_fired_time: 0.8741221428, output_fired_time: 0.5134395957, propagate_forward_time: 29.1460094452, propagate_backward_time: 42.0094413757, weight_update_time: 0.0886007994, other_time: 1.8199577332
epoch time: 6.2329020500s, input_fired_time: 0.0960864425, output_fired_time: 0.0000000000, propagate_forward_time: 5.8298082352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070073128
validation[          , genome  7110] predictions:    9734/  10000 (97.34%), best:    9776/10000 (97.76%), error:       853.40057, best error:       747.54309 on epoch:    66, 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: 31.2153301239s, input_fired_time: 0.4681935012, output_fired_time: 0.0000000000, propagate_forward_time: 29.1587677002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5883693695
best training[          , genome  7110] predictions:   49657/  50000 (99.31%), best:    9776/10000 (97.76%), error:      1446.42847, best error:       747.54309 on epoch:    66, 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: 6.2437334061s, input_fired_time: 0.0918768942, output_fired_time: 0.0000000000, propagate_forward_time: 5.8340430260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178133965
   testing[          , genome  7110] predictions:    9798/  10000 (97.98%), best:    9776/10000 (97.76%), error:       674.39764, best error:       747.54309 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:49:42 (5900): called boinc_finish(0)

</stderr_txt>
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