Nameexact_genome_1512568488_43_2086_1
Workunit2581752
Created6 Dec 2017, 22:07:03 UTC
Sent6 Dec 2017, 22:10:38 UTC
Report deadline10 Dec 2017, 20:12:19 UTC
Received7 Dec 2017, 23:58:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 34 min 23 sec
CPU time1 hours 34 min 19 sec
Validate stateValid
Credit979.46
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.15 MB
Peak swap size150.59 MB
Peak disk usage0.92 MB

Stderr output

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

epoch time: 56.5852241516s, input_fired_time: 0.5263592005, output_fired_time: 0.3678707778, propagate_forward_time: 21.8884620667, propagate_backward_time: 31.8384914398, weight_update_time: 0.0825538337, other_time: 1.9640407562
epoch time: 5.4393935204s, input_fired_time: 0.0672416836, output_fired_time: 0.0000000000, propagate_forward_time: 4.9999108315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722410202
validation[          , genome  2086] predictions:    9439/  10000 (94.39%), best:    9506/10000 (95.06%), error:      1818.13965, best error:      1679.13416 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 50.6837463379s, input_fired_time: 0.4921527207, output_fired_time: 0.3368994594, propagate_forward_time: 19.5312595367, propagate_backward_time: 28.5622444153, weight_update_time: 0.0751695335, other_time: 1.7611904144
epoch time: 5.0493931770s, input_fired_time: 0.0653393194, output_fired_time: 0.0000000000, propagate_forward_time: 4.6286306381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554234505
validation[          , genome  2086] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1634.07300, best error:      1634.07300 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.5988883972s, input_fired_time: 0.4896399975, output_fired_time: 0.3344763815, propagate_forward_time: 19.5329742432, propagate_backward_time: 28.4846839905, weight_update_time: 0.0749955848, other_time: 1.7571144104
epoch time: 3.8009743690s, input_fired_time: 0.0509056523, output_fired_time: 0.0000000000, propagate_forward_time: 3.4734346867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766339779
validation[          , genome  2086] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1604.36182, best error:      1604.36182 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.0096893311s, input_fired_time: 0.5108408332, output_fired_time: 0.3484751880, propagate_forward_time: 20.5088157654, propagate_backward_time: 29.7914447784, weight_update_time: 0.0783981830, other_time: 1.8501110077
epoch time: 3.6993703842s, input_fired_time: 0.0502465405, output_fired_time: 0.0000000000, propagate_forward_time: 3.3787479401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703759670
validation[          , genome  2086] predictions:    9517/  10000 (95.17%), best:    9537/10000 (95.37%), error:      1682.28601, best error:      1604.36182 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 45.0702896118s, input_fired_time: 0.4625951052, output_fired_time: 0.3044220805, propagate_forward_time: 17.3688678741, propagate_backward_time: 25.3117008209, weight_update_time: 0.0680838823, other_time: 1.6227035522
epoch time: 3.7689764500s, input_fired_time: 0.0496403612, output_fired_time: 0.0000000000, propagate_forward_time: 3.4451258183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742102146
validation[          , genome  2086] predictions:    9509/  10000 (95.09%), best:    9537/10000 (95.37%), error:      1626.72461, best error:      1604.36182 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.9053459167s, input_fired_time: 0.5100597739, output_fired_time: 0.3527296782, propagate_forward_time: 20.8643798828, propagate_backward_time: 30.3648948669, weight_update_time: 0.0773365274, other_time: 1.8132820129
epoch time: 4.0876493454s, input_fired_time: 0.0528175421, output_fired_time: 0.0000000000, propagate_forward_time: 3.7500650883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847669125
validation[          , genome  2086] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1581.86694, best error:      1581.86694 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 55.3067474365s, input_fired_time: 0.5151379108, output_fired_time: 0.3603450358, propagate_forward_time: 21.3393325806, propagate_backward_time: 31.2551040649, weight_update_time: 0.0786285922, other_time: 1.8368301392
epoch time: 5.4397168159s, input_fired_time: 0.0653348044, output_fired_time: 0.0000000000, propagate_forward_time: 5.0028638840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715181351
validation[          , genome  2086] predictions:    9496/  10000 (94.96%), best:    9544/10000 (95.44%), error:      1719.72009, best error:      1581.86694 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.5021247864s, input_fired_time: 0.5300792456, output_fired_time: 0.3721496761, propagate_forward_time: 22.3052043915, propagate_backward_time: 32.3639411926, weight_update_time: 0.0844806582, other_time: 1.9307518005
epoch time: 4.1588163376s, input_fired_time: 0.0544453934, output_fired_time: 0.0000000000, propagate_forward_time: 3.8093402386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950308323
validation[          , genome  2086] predictions:    9517/  10000 (95.17%), best:    9544/10000 (95.44%), error:      1654.93616, best error:      1581.86694 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 46.3823318481s, input_fired_time: 0.4734875560, output_fired_time: 0.3142284155, propagate_forward_time: 17.9135227203, propagate_backward_time: 26.0002498627, weight_update_time: 0.0855412707, other_time: 1.6808433533
epoch time: 5.3580398560s, input_fired_time: 0.0671463311, output_fired_time: 0.0000000000, propagate_forward_time: 4.9238724709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670210838
validation[          , genome  2086] predictions:    9522/  10000 (95.22%), best:    9544/10000 (95.44%), error:      1631.70325, best error:      1581.86694 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 47.4122962952s, input_fired_time: 0.4727695882, output_fired_time: 0.3169535697, propagate_forward_time: 18.2915267944, propagate_backward_time: 26.7061691284, weight_update_time: 0.0682935342, other_time: 1.6248779297
epoch time: 4.0214357376s, input_fired_time: 0.0518638976, output_fired_time: 0.0000000000, propagate_forward_time: 3.6870501041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825217247
validation[          , genome  2086] predictions:    9518/  10000 (95.18%), best:    9544/10000 (95.44%), error:      1630.01062, best error:      1581.86694 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.8627471924s, input_fired_time: 0.5123214126, output_fired_time: 0.3573060930, propagate_forward_time: 21.2416515350, propagate_backward_time: 30.9365787506, weight_update_time: 0.0780839026, other_time: 1.8148860931
epoch time: 5.4203739166s, input_fired_time: 0.0651483014, output_fired_time: 0.0000000000, propagate_forward_time: 4.9879965782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672289848
validation[          , genome  2086] predictions:    9500/  10000 (95.00%), best:    9544/10000 (95.44%), error:      1710.45996, best error:      1581.86694 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.0113258362s, input_fired_time: 0.5326125026, output_fired_time: 0.3752175570, propagate_forward_time: 22.4880657196, propagate_backward_time: 32.6723785400, weight_update_time: 0.0832878500, other_time: 1.9430541992
epoch time: 5.0660262108s, input_fired_time: 0.0634748861, output_fired_time: 0.0000000000, propagate_forward_time: 4.6522841454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502674103
validation[          , genome  2086] predictions:    9515/  10000 (95.15%), best:    9544/10000 (95.44%), error:      1604.44873, best error:      1581.86694 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.7558135986s, input_fired_time: 0.5045838356, output_fired_time: 0.3438117206, propagate_forward_time: 20.0010185242, propagate_backward_time: 29.1209621429, weight_update_time: 0.0767515823, other_time: 1.7854366302
epoch time: 3.6979041100s, input_fired_time: 0.0502488427, output_fired_time: 0.0000000000, propagate_forward_time: 3.3785552979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690999508
validation[          , genome  2086] predictions:    9518/  10000 (95.18%), best:    9544/10000 (95.44%), error:      1637.05359, best error:      1581.86694 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 45.7183990479s, input_fired_time: 0.4685199261, output_fired_time: 0.3094152510, propagate_forward_time: 17.6180343628, propagate_backward_time: 25.6866855621, weight_update_time: 0.0693582520, other_time: 1.6357440948
epoch time: 3.7695002556s, input_fired_time: 0.0507600196, output_fired_time: 0.0000000000, propagate_forward_time: 3.4480409622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706992626
validation[          , genome  2086] predictions:    9524/  10000 (95.24%), best:    9544/10000 (95.44%), error:      1607.69934, best error:      1581.86694 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 45.7875366211s, input_fired_time: 0.4697334468, output_fired_time: 0.3099278808, propagate_forward_time: 17.6407718658, propagate_backward_time: 25.7220821381, weight_update_time: 0.0694995075, other_time: 1.6450195312
epoch time: 4.7768878937s, input_fired_time: 0.0622126237, output_fired_time: 0.0000000000, propagate_forward_time: 4.3793849945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352904320
validation[          , genome  2086] predictions:    9490/  10000 (94.90%), best:    9544/10000 (95.44%), error:      1717.03015, best error:      1581.86694 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.7704505920s, input_fired_time: 0.5255001783, output_fired_time: 0.3688093126, propagate_forward_time: 21.9678440094, propagate_backward_time: 32.0238876343, weight_update_time: 0.0811577216, other_time: 1.8844070435
epoch time: 4.7651729584s, input_fired_time: 0.0602309667, output_fired_time: 0.0000000000, propagate_forward_time: 4.3760776520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288645744
validation[          , genome  2086] predictions:    9535/  10000 (95.35%), best:    9544/10000 (95.44%), error:      1586.64624, best error:      1581.86694 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.7872581482s, input_fired_time: 0.5046362877, output_fired_time: 0.3464112580, propagate_forward_time: 20.3933715820, propagate_backward_time: 29.7726345062, weight_update_time: 0.0758621246, other_time: 1.7702045441
epoch time: 5.4290890694s, input_fired_time: 0.0656119585, output_fired_time: 0.0000000000, propagate_forward_time: 4.9978346825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656425476
validation[          , genome  2086] predictions:    9509/  10000 (95.09%), best:    9544/10000 (95.44%), error:      1682.96521, best error:      1581.86694 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.2867774963s, input_fired_time: 0.4989039898, output_fired_time: 0.3433218598, propagate_forward_time: 19.8417072296, propagate_backward_time: 28.8575592041, weight_update_time: 0.0749275535, other_time: 1.7452831268
epoch time: 3.9433853626s, input_fired_time: 0.0543438680, output_fired_time: 0.0000000000, propagate_forward_time: 3.6027979851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862434387
validation[          , genome  2086] predictions:    9510/  10000 (95.10%), best:    9544/10000 (95.44%), error:      1651.66760, best error:      1581.86694 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 46.7151336670s, input_fired_time: 0.4759267271, output_fired_time: 0.3148145676, propagate_forward_time: 17.9744796753, propagate_backward_time: 26.2928237915, weight_update_time: 0.0705508888, other_time: 1.6570892334
epoch time: 3.7532684803s, input_fired_time: 0.0514230952, output_fired_time: 0.0000000000, propagate_forward_time: 3.4276680946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741773129
validation[          , genome  2086] predictions:    9553/  10000 (95.53%), best:    9553/10000 (95.53%), error:      1549.67029, best error:      1549.67029 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 48.6968154907s, input_fired_time: 0.4858289361, output_fired_time: 0.3248739541, propagate_forward_time: 18.7436027527, propagate_backward_time: 27.4298133850, weight_update_time: 0.0726025328, other_time: 1.7126960754
epoch time: 5.4258737564s, input_fired_time: 0.0680369362, output_fired_time: 0.0000000000, propagate_forward_time: 4.9856653214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721714020
validation[          , genome  2086] predictions:    9529/  10000 (95.29%), best:    9553/10000 (95.53%), error:      1567.83813, best error:      1549.67029 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.0831680298s, input_fired_time: 0.5183071494, output_fired_time: 0.3547375500, propagate_forward_time: 20.9277095795, propagate_backward_time: 30.3574562073, weight_update_time: 0.0794826895, other_time: 1.9249610901
epoch time: 4.5303277969s, input_fired_time: 0.0604223125, output_fired_time: 0.0000000000, propagate_forward_time: 4.1403050423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296003342
validation[          , genome  2086] predictions:    9533/  10000 (95.33%), best:    9553/10000 (95.53%), error:      1616.34924, best error:      1549.67029 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.0477294922s, input_fired_time: 0.5145086050, output_fired_time: 0.3482599258, propagate_forward_time: 20.5036144257, propagate_backward_time: 29.8124942780, weight_update_time: 0.0817172527, other_time: 1.8688545227
epoch time: 4.1632809639s, input_fired_time: 0.0561329275, output_fired_time: 0.0000000000, propagate_forward_time: 3.8061249256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010232449
validation[          , genome  2086] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1486.92468, best error:      1486.92468 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.6526336670s, input_fired_time: 0.5107066035, output_fired_time: 0.3448368907, propagate_forward_time: 20.3340301514, propagate_backward_time: 29.5885276794, weight_update_time: 0.0776168182, other_time: 1.8745307922
epoch time: 4.1041002274s, input_fired_time: 0.0541670918, output_fired_time: 0.0000000000, propagate_forward_time: 3.7517452240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981877327
validation[          , genome  2086] predictions:    9543/  10000 (95.43%), best:    9568/10000 (95.68%), error:      1568.67786, best error:      1486.92468 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.2630767822s, input_fired_time: 0.5076820254, output_fired_time: 0.3447429538, propagate_forward_time: 20.2088069916, propagate_backward_time: 29.3432598114, weight_update_time: 0.0765854269, other_time: 1.8585853577
epoch time: 4.6142148972s, input_fired_time: 0.0594702736, output_fired_time: 0.0000000000, propagate_forward_time: 4.2272748947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274698257
validation[          , genome  2086] predictions:    9521/  10000 (95.21%), best:    9568/10000 (95.68%), error:      1595.37549, best error:      1486.92468 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.9143447876s, input_fired_time: 0.5248005986, output_fired_time: 0.3521500230, propagate_forward_time: 20.7945442200, propagate_backward_time: 30.3417148590, weight_update_time: 0.0790641531, other_time: 1.9011363983
epoch time: 4.3626465797s, input_fired_time: 0.0577048510, output_fired_time: 0.0000000000, propagate_forward_time: 3.9827766418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221650124
validation[          , genome  2086] predictions:    9436/  10000 (94.36%), best:    9568/10000 (95.68%), error:      2020.77930, best error:      1486.92468 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.9202842712s, input_fired_time: 0.5181924701, output_fired_time: 0.3585531116, propagate_forward_time: 21.2111129761, propagate_backward_time: 30.9969520569, weight_update_time: 0.0787393823, other_time: 1.8354721069
epoch time: 4.1895623207s, input_fired_time: 0.0544413552, output_fired_time: 0.0000000000, propagate_forward_time: 3.8408381939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942826748
validation[          , genome  2086] predictions:    9545/  10000 (95.45%), best:    9568/10000 (95.68%), error:      1534.89099, best error:      1486.92468 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.2540054321s, input_fired_time: 0.5085642338, output_fired_time: 0.3450154066, propagate_forward_time: 20.1618328094, propagate_backward_time: 29.4584808350, weight_update_time: 0.0763460770, other_time: 1.7801113129
epoch time: 3.7725985050s, input_fired_time: 0.0527372137, output_fired_time: 0.0000000000, propagate_forward_time: 3.4412996769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785615921
validation[          , genome  2086] predictions:    9566/  10000 (95.66%), best:    9568/10000 (95.68%), error:      1540.40088, best error:      1486.92468 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 55.4782104492s, input_fired_time: 0.5268651247, output_fired_time: 0.3616375625, propagate_forward_time: 21.4806041718, propagate_backward_time: 31.2226428986, weight_update_time: 0.0808466300, other_time: 1.8864574432
epoch time: 4.5322723389s, input_fired_time: 0.0592270792, output_fired_time: 0.0000000000, propagate_forward_time: 4.1535778046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194675446
validation[          , genome  2086] predictions:    9538/  10000 (95.38%), best:    9568/10000 (95.68%), error:      1530.74866, best error:      1486.92468 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.9414825439s, input_fired_time: 0.5205302238, output_fired_time: 0.3530144691, propagate_forward_time: 20.8531608582, propagate_backward_time: 30.3641147614, weight_update_time: 0.0792557746, other_time: 1.8506603241
epoch time: 4.1647081375s, input_fired_time: 0.0546344742, output_fired_time: 0.0000000000, propagate_forward_time: 3.8163075447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937660217
validation[          , genome  2086] predictions:    9564/  10000 (95.64%), best:    9568/10000 (95.68%), error:      1494.83765, best error:      1486.92468 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 48.8693504333s, input_fired_time: 0.4855968356, output_fired_time: 0.3270713389, propagate_forward_time: 18.8357906342, propagate_backward_time: 27.5704536438, weight_update_time: 0.0698625594, other_time: 1.6504383087
epoch time: 4.1900520325s, input_fired_time: 0.0548951514, output_fired_time: 0.0000000000, propagate_forward_time: 3.8418998718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932572365
validation[          , genome  2086] predictions:    9561/  10000 (95.61%), best:    9568/10000 (95.68%), error:      1539.86047, best error:      1486.92468 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.5483474731s, input_fired_time: 0.4884114265, output_fired_time: 0.3309485912, propagate_forward_time: 19.1379413605, propagate_backward_time: 27.9225044250, weight_update_time: 0.0709322765, other_time: 1.6685428619
epoch time: 4.0661654472s, input_fired_time: 0.0543058105, output_fired_time: 0.0000000000, propagate_forward_time: 3.7223339081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895255089
validation[          , genome  2086] predictions:    9578/  10000 (95.78%), best:    9568/10000 (95.68%), error:      1499.51904, best error:      1486.92468 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.7465972900s, input_fired_time: 0.4957728684, output_fired_time: 0.3368743062, propagate_forward_time: 19.5870170593, propagate_backward_time: 28.6250267029, weight_update_time: 0.0723929629, other_time: 1.7019042969
epoch time: 3.9449529648s, input_fired_time: 0.0527762808, output_fired_time: 0.0000000000, propagate_forward_time: 3.6123976707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797789574
validation[          , genome  2086] predictions:    9556/  10000 (95.56%), best:    9568/10000 (95.68%), error:      1493.79321, best error:      1486.92468 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 49.1159362793s, input_fired_time: 0.4867963791, output_fired_time: 0.3272457421, propagate_forward_time: 18.9496822357, propagate_backward_time: 27.6922683716, weight_update_time: 0.0702696890, other_time: 1.6599407196
epoch time: 4.2347612381s, input_fired_time: 0.0557584502, output_fired_time: 0.0000000000, propagate_forward_time: 3.8810303211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979724407
validation[          , genome  2086] predictions:    9558/  10000 (95.58%), best:    9568/10000 (95.68%), error:      1520.17029, best error:      1486.92468 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.2731170654s, input_fired_time: 0.5382603407, output_fired_time: 0.3705638349, propagate_forward_time: 22.1936969757, propagate_backward_time: 32.2679176331, weight_update_time: 0.0827874318, other_time: 1.9026756287
epoch time: 5.4293966293s, input_fired_time: 0.0670028254, output_fired_time: 0.0000000000, propagate_forward_time: 4.9958148003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665790558
validation[          , genome  2086] predictions:    9552/  10000 (95.52%), best:    9568/10000 (95.68%), error:      1538.48462, best error:      1486.92468 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.4313850403s, input_fired_time: 0.4947153330, output_fired_time: 0.3335577846, propagate_forward_time: 19.5233478546, propagate_backward_time: 28.3914318085, weight_update_time: 0.0720845684, other_time: 1.6883316040
epoch time: 4.8239274025s, input_fired_time: 0.0616905317, output_fired_time: 0.0000000000, propagate_forward_time: 4.4323334694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299036026
validation[          , genome  2086] predictions:    9578/  10000 (95.78%), best:    9578/10000 (95.78%), error:      1447.01660, best error:      1447.01660 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.4582633972s, input_fired_time: 0.4913716912, output_fired_time: 0.3279047608, propagate_forward_time: 19.1189346313, propagate_backward_time: 27.8537445068, weight_update_time: 0.0711399540, other_time: 1.6663093567
epoch time: 4.2123227119s, input_fired_time: 0.0551902018, output_fired_time: 0.0000000000, propagate_forward_time: 3.8626661301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944664955
validation[          , genome  2086] predictions:    9561/  10000 (95.61%), best:    9578/10000 (95.78%), error:      1502.02173, best error:      1447.01660 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 49.5046997070s, input_fired_time: 0.4892808199, output_fired_time: 0.3287877440, propagate_forward_time: 19.1514530182, propagate_backward_time: 27.8825874329, weight_update_time: 0.0706001818, other_time: 1.6525897980
epoch time: 4.2294588089s, input_fired_time: 0.0560763553, output_fired_time: 0.0000000000, propagate_forward_time: 3.8774881363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958941460
validation[          , genome  2086] predictions:    9559/  10000 (95.59%), best:    9578/10000 (95.78%), error:      1497.83557, best error:      1447.01660 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 49.3819465637s, input_fired_time: 0.4899308681, output_fired_time: 0.3300530314, propagate_forward_time: 19.0367736816, propagate_backward_time: 27.8753376007, weight_update_time: 0.0705161691, other_time: 1.6498546600
epoch time: 5.0800638199s, input_fired_time: 0.0641588941, output_fired_time: 0.0000000000, propagate_forward_time: 4.6687831879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471217155
validation[          , genome  2086] predictions:    9574/  10000 (95.74%), best:    9578/10000 (95.78%), error:      1478.59912, best error:      1447.01660 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 49.8016662598s, input_fired_time: 0.4920672476, output_fired_time: 0.3309727907, propagate_forward_time: 19.1822872162, propagate_backward_time: 28.1169395447, weight_update_time: 0.0716187954, other_time: 1.6793994904
epoch time: 4.1715550423s, input_fired_time: 0.0559001453, output_fired_time: 0.0000000000, propagate_forward_time: 3.8225393295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931156158
validation[          , genome  2086] predictions:    9570/  10000 (95.70%), best:    9578/10000 (95.78%), error:      1479.11755, best error:      1447.01660 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 49.4537010193s, input_fired_time: 0.4998599291, output_fired_time: 0.3303180635, propagate_forward_time: 19.0953960419, propagate_backward_time: 27.8004932404, weight_update_time: 0.0737846792, other_time: 1.7276344299
epoch time: 3.8442413807s, input_fired_time: 0.0540439710, output_fired_time: 0.0000000000, propagate_forward_time: 3.5101308823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800664902
validation[          , genome  2086] predictions:    9530/  10000 (95.30%), best:    9578/10000 (95.78%), error:      1658.31677, best error:      1447.01660 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 45.0821380615s, input_fired_time: 0.4704163373, output_fired_time: 0.3044630289, propagate_forward_time: 17.2653408051, propagate_backward_time: 25.4517078400, weight_update_time: 0.0678204373, other_time: 1.5902099609
epoch time: 3.8440852165s, input_fired_time: 0.0533633046, output_fired_time: 0.0000000000, propagate_forward_time: 3.5141181946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766036987
validation[          , genome  2086] predictions:    9576/  10000 (95.76%), best:    9578/10000 (95.78%), error:      1464.86560, best error:      1447.01660 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.7216567993s, input_fired_time: 0.5093119144, output_fired_time: 0.3468317091, propagate_forward_time: 20.3718948364, propagate_backward_time: 29.7160034180, weight_update_time: 0.0753665268, other_time: 1.7776145935
epoch time: 4.2976841927s, input_fired_time: 0.0561460741, output_fired_time: 0.0000000000, propagate_forward_time: 3.9309105873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106274605
validation[          , genome  2086] predictions:    9552/  10000 (95.52%), best:    9578/10000 (95.78%), error:      1537.21423, best error:      1447.01660 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 49.9204177856s, input_fired_time: 0.4905021191, output_fired_time: 0.3314949572, propagate_forward_time: 19.2255935669, propagate_backward_time: 28.1841125488, weight_update_time: 0.0712164491, other_time: 1.6887168884
epoch time: 4.1767587662s, input_fired_time: 0.0551602766, output_fired_time: 0.0000000000, propagate_forward_time: 3.8232254982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983732224
validation[          , genome  2086] predictions:    9541/  10000 (95.41%), best:    9578/10000 (95.78%), error:      1529.62622, best error:      1447.01660 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 50.1113319397s, input_fired_time: 0.4933256805, output_fired_time: 0.3321289718, propagate_forward_time: 19.3217964172, propagate_backward_time: 28.2653102875, weight_update_time: 0.0712530315, other_time: 1.6987705231
epoch time: 4.8487944603s, input_fired_time: 0.0628711507, output_fired_time: 0.0000000000, propagate_forward_time: 4.4514021873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345212936
validation[          , genome  2086] predictions:    9513/  10000 (95.13%), best:    9578/10000 (95.78%), error:      1642.44177, best error:      1447.01660 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.7213706970s, input_fired_time: 0.5478644967, output_fired_time: 0.3685892224, propagate_forward_time: 21.9565963745, propagate_backward_time: 31.9708423615, weight_update_time: 0.0802558511, other_time: 1.8774814606
epoch time: 4.8060116768s, input_fired_time: 0.0632002130, output_fired_time: 0.0000000000, propagate_forward_time: 4.4085197449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342919350
validation[          , genome  2086] predictions:    9571/  10000 (95.71%), best:    9578/10000 (95.78%), error:      1453.09912, best error:      1447.01660 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.5654335022s, input_fired_time: 0.5046617985, output_fired_time: 0.3417421579, propagate_forward_time: 19.9365119934, propagate_backward_time: 29.0399932861, weight_update_time: 0.0748730674, other_time: 1.7425231934
epoch time: 4.2190995216s, input_fired_time: 0.0556605756, output_fired_time: 0.0000000000, propagate_forward_time: 3.8685266972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949120998
validation[          , genome  2086] predictions:    9580/  10000 (95.80%), best:    9578/10000 (95.78%), error:      1465.46985, best error:      1447.01660 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.9988746643s, input_fired_time: 0.5046979189, output_fired_time: 0.3426863849, propagate_forward_time: 20.1350078583, propagate_backward_time: 29.2941741943, weight_update_time: 0.0736189261, other_time: 1.7223072052
epoch time: 4.2348332405s, input_fired_time: 0.0558729507, output_fired_time: 0.0000000000, propagate_forward_time: 3.8859431744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930171490
validation[          , genome  2086] predictions:    9557/  10000 (95.57%), best:    9578/10000 (95.78%), error:      1502.35864, best error:      1447.01660 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.8460960388s, input_fired_time: 0.4933534265, output_fired_time: 0.3368419707, propagate_forward_time: 19.2024879456, propagate_backward_time: 28.1604671478, weight_update_time: 0.0706280991, other_time: 1.6529445648
epoch time: 4.1060862541s, input_fired_time: 0.0547439121, output_fired_time: 0.0000000000, propagate_forward_time: 3.7598021030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915403843
validation[          , genome  2086] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1436.71753, best error:      1436.71753 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.9969520569s, input_fired_time: 0.5242558718, output_fired_time: 0.3590783775, propagate_forward_time: 20.8605079651, propagate_backward_time: 30.4355030060, weight_update_time: 0.0847722739, other_time: 1.8176059723
epoch time: 4.6397151947s, input_fired_time: 0.0601650774, output_fired_time: 0.0000000000, propagate_forward_time: 4.2588930130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206572533
validation[          , genome  2086] predictions:    9561/  10000 (95.61%), best:    9576/10000 (95.76%), error:      1507.45691, best error:      1436.71753 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.8060340881s, input_fired_time: 0.5425053239, output_fired_time: 0.3743827343, propagate_forward_time: 22.4120941162, propagate_backward_time: 32.5718536377, weight_update_time: 0.0828520730, other_time: 1.9051971436
epoch time: 4.1665658951s, input_fired_time: 0.0544358604, output_fired_time: 0.0000000000, propagate_forward_time: 3.8203227520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918074131
validation[          , genome  2086] predictions:    9537/  10000 (95.37%), best:    9576/10000 (95.76%), error:      1548.02014, best error:      1436.71753 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.4397010803s, input_fired_time: 0.5091782808, output_fired_time: 0.3455387354, propagate_forward_time: 20.3307018280, propagate_backward_time: 29.5271835327, weight_update_time: 0.0742362887, other_time: 1.7270984650
epoch time: 4.2141041756s, input_fired_time: 0.0558533706, output_fired_time: 0.0000000000, propagate_forward_time: 3.8589551449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992956638
validation[          , genome  2086] predictions:    9575/  10000 (95.75%), best:    9576/10000 (95.76%), error:      1477.76111, best error:      1436.71753 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 49.8485298157s, input_fired_time: 0.4939369857, output_fired_time: 0.3305635750, propagate_forward_time: 19.2724189758, propagate_backward_time: 28.0702819824, weight_update_time: 0.0710400492, other_time: 1.6813278198
epoch time: 4.1309370995s, input_fired_time: 0.0552380607, output_fired_time: 0.0000000000, propagate_forward_time: 3.7849113941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907874584
validation[          , genome  2086] predictions:    9570/  10000 (95.70%), best:    9576/10000 (95.76%), error:      1487.64990, best error:      1436.71753 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.3258552551s, input_fired_time: 0.5089254975, output_fired_time: 0.3376953006, propagate_forward_time: 19.8147735596, propagate_backward_time: 28.9010963440, weight_update_time: 0.0752401873, other_time: 1.7633628845
epoch time: 3.7726020813s, input_fired_time: 0.0536295660, output_fired_time: 0.0000000000, propagate_forward_time: 3.4473185539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716538906
validation[          , genome  2086] predictions:    9573/  10000 (95.73%), best:    9576/10000 (95.76%), error:      1522.17358, best error:      1436.71753 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 44.8892250061s, input_fired_time: 0.4765362144, output_fired_time: 0.3040573001, propagate_forward_time: 17.3189373016, propagate_backward_time: 25.2148818970, weight_update_time: 0.0676398724, other_time: 1.5748119354
epoch time: 3.8072504997s, input_fired_time: 0.0544294566, output_fired_time: 0.0000000000, propagate_forward_time: 3.4770438671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757771015
validation[          , genome  2086] predictions:    9561/  10000 (95.61%), best:    9576/10000 (95.76%), error:      1449.85254, best error:      1436.71753 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 45.3712081909s, input_fired_time: 0.4795178175, output_fired_time: 0.3080514669, propagate_forward_time: 17.4176063538, propagate_backward_time: 25.5773429871, weight_update_time: 0.0682733506, other_time: 1.5886878967
epoch time: 3.8373997211s, input_fired_time: 0.0535512604, output_fired_time: 0.0000000000, propagate_forward_time: 3.5065972805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2772512436
validation[          , genome  2086] predictions:    9554/  10000 (95.54%), best:    9576/10000 (95.76%), error:      1512.53137, best error:      1436.71753 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 45.6476860046s, input_fired_time: 0.4813121259, output_fired_time: 0.3077858388, propagate_forward_time: 17.5346984863, propagate_backward_time: 25.7022075653, weight_update_time: 0.0691594407, other_time: 1.6216831207
epoch time: 3.8867578506s, input_fired_time: 0.0551723205, output_fired_time: 0.0000000000, propagate_forward_time: 3.5503191948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812664509
validation[          , genome  2086] predictions:    9571/  10000 (95.71%), best:    9576/10000 (95.76%), error:      1516.73181, best error:      1436.71753 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 50.9247627258s, input_fired_time: 0.5119206905, output_fired_time: 0.3366010189, propagate_forward_time: 19.6355209351, propagate_backward_time: 28.7015495300, weight_update_time: 0.0768831447, other_time: 1.7391700745
epoch time: 3.8634655476s, input_fired_time: 0.0566767193, output_fired_time: 0.0000000000, propagate_forward_time: 3.5207607746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860281467
validation[          , genome  2086] predictions:    9557/  10000 (95.57%), best:    9576/10000 (95.76%), error:      1509.11133, best error:      1436.71753 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 50.8855171204s, input_fired_time: 0.5137341022, output_fired_time: 0.3370209038, propagate_forward_time: 19.6428871155, propagate_backward_time: 28.6416473389, weight_update_time: 0.0745486915, other_time: 1.7502288818
epoch time: 5.4614405632s, input_fired_time: 0.0711308941, output_fired_time: 0.0000000000, propagate_forward_time: 5.0176172256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726925850
validation[          , genome  2086] predictions:    9523/  10000 (95.23%), best:    9576/10000 (95.76%), error:      1653.75098, best error:      1436.71753 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 55.7819747925s, input_fired_time: 0.5387837291, output_fired_time: 0.3634026349, propagate_forward_time: 21.6040897369, propagate_backward_time: 31.4260959625, weight_update_time: 0.0794440657, other_time: 1.8495998383
epoch time: 4.0007700920s, input_fired_time: 0.0567536540, output_fired_time: 0.0000000000, propagate_forward_time: 3.6547164917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892999649
validation[          , genome  2086] predictions:    9573/  10000 (95.73%), best:    9576/10000 (95.76%), error:      1500.18665, best error:      1436.71753 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 49.6107215881s, input_fired_time: 0.5099655390, output_fired_time: 0.3329775631, propagate_forward_time: 19.1675567627, propagate_backward_time: 27.8868446350, weight_update_time: 0.0735099688, other_time: 1.7133789062
epoch time: 3.7105720043s, input_fired_time: 0.0536414906, output_fired_time: 0.0000000000, propagate_forward_time: 3.3876001835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693302631
validation[          , genome  2086] predictions:    9568/  10000 (95.68%), best:    9576/10000 (95.76%), error:      1536.53845, best error:      1436.71753 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 44.6506156921s, input_fired_time: 0.4776306450, output_fired_time: 0.3062988520, propagate_forward_time: 17.1684398651, propagate_backward_time: 25.1343097687, weight_update_time: 0.0672749653, other_time: 1.5639381409
epoch time: 3.8525481224s, input_fired_time: 0.0550946780, output_fired_time: 0.0000000000, propagate_forward_time: 3.5226278305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748255730
validation[          , genome  2086] predictions:    9555/  10000 (95.55%), best:    9576/10000 (95.76%), error:      1501.39526, best error:      1436.71753 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 58.1698799133s, input_fired_time: 0.5501472354, output_fired_time: 0.3751395345, propagate_forward_time: 22.5356025696, propagate_backward_time: 32.7781372070, weight_update_time: 0.0837733597, other_time: 1.9308509827
epoch time: 4.4191799164s, input_fired_time: 0.0616894215, output_fired_time: 0.0000000000, propagate_forward_time: 4.0435056686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139848709
validation[          , genome  2086] predictions:    9529/  10000 (95.29%), best:    9576/10000 (95.76%), error:      1594.06238, best error:      1436.71753 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 54.4973373413s, input_fired_time: 0.5342219472, output_fired_time: 0.3575840294, propagate_forward_time: 21.0195045471, propagate_backward_time: 30.7395038605, weight_update_time: 0.0800553635, other_time: 1.8465213776
epoch time: 5.4388780594s, input_fired_time: 0.0692513958, output_fired_time: 0.0000000000, propagate_forward_time: 5.0017209053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679056168
validation[          , genome  2086] predictions:    9519/  10000 (95.19%), best:    9576/10000 (95.76%), error:      1608.88220, best error:      1436.71753 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 54.9148712158s, input_fired_time: 0.5298415422, output_fired_time: 0.3589292765, propagate_forward_time: 21.2444190979, propagate_backward_time: 30.9729728699, weight_update_time: 0.0779914334, other_time: 1.8087081909
epoch time: 4.0433011055s, input_fired_time: 0.0561781190, output_fired_time: 0.0000000000, propagate_forward_time: 3.6990361214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880868912
validation[          , genome  2086] predictions:    9558/  10000 (95.58%), best:    9576/10000 (95.76%), error:      1517.42285, best error:      1436.71753 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.7241172791s, input_fired_time: 0.5210205913, output_fired_time: 0.3474968970, propagate_forward_time: 20.3489170074, propagate_backward_time: 29.7270641327, weight_update_time: 0.0770654678, other_time: 1.7796211243
epoch time: 3.6452002525s, input_fired_time: 0.0528404377, output_fired_time: 0.0000000000, propagate_forward_time: 3.3297195435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626402378
validation[          , genome  2086] predictions:    9544/  10000 (95.44%), best:    9576/10000 (95.76%), error:      1541.30798, best error:      1436.71753 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.1544380188s, input_fired_time: 0.5283941627, output_fired_time: 0.3539602757, propagate_forward_time: 20.9653835297, propagate_backward_time: 30.4743995667, weight_update_time: 0.0785866231, other_time: 1.8323020935
epoch time: 4.3119287491s, input_fired_time: 0.0580764972, output_fired_time: 0.0000000000, propagate_forward_time: 3.9420585632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117938042
validation[          , genome  2086] predictions:    9549/  10000 (95.49%), best:    9576/10000 (95.76%), error:      1516.03821, best error:      1436.71753 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.9574432373s, input_fired_time: 0.5362251401, output_fired_time: 0.3584895730, propagate_forward_time: 21.2630596161, propagate_backward_time: 30.9084987640, weight_update_time: 0.0799667761, other_time: 1.8911685944
epoch time: 5.2311606407s, input_fired_time: 0.0700750276, output_fired_time: 0.0000000000, propagate_forward_time: 4.7970180511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640675545
validation[          , genome  2086] predictions:    9519/  10000 (95.19%), best:    9576/10000 (95.76%), error:      1669.61877, best error:      1436.71753 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.4753227234s, input_fired_time: 0.5255342126, output_fired_time: 0.3506367505, propagate_forward_time: 20.6730937958, propagate_backward_time: 30.0583820343, weight_update_time: 0.0778922811, other_time: 1.8676757812
epoch time: 4.5767827034s, input_fired_time: 0.0618275180, output_fired_time: 0.0000000000, propagate_forward_time: 4.1694998741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454551697
validation[          , genome  2086] predictions:    9574/  10000 (95.74%), best:    9576/10000 (95.76%), error:      1469.07080, best error:      1436.71753 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 58.1398010254s, input_fired_time: 0.5557620525, output_fired_time: 0.3760167062, propagate_forward_time: 22.5157222748, propagate_backward_time: 32.7127761841, weight_update_time: 0.0842262506, other_time: 1.9795227051
epoch time: 5.4606523514s, input_fired_time: 0.0717925280, output_fired_time: 0.0000000000, propagate_forward_time: 5.0151906013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736691475
validation[          , genome  2086] predictions:    9552/  10000 (95.52%), best:    9576/10000 (95.76%), error:      1496.79932, best error:      1436.71753 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.6472740173s, input_fired_time: 0.5425494313, output_fired_time: 0.3707291484, propagate_forward_time: 21.5400886536, propagate_backward_time: 31.2935695648, weight_update_time: 0.0813679695, other_time: 1.9003391266
epoch time: 5.0768599510s, input_fired_time: 0.0688130111, output_fired_time: 0.0000000000, propagate_forward_time: 4.6533560753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546910286
validation[          , genome  2086] predictions:    9565/  10000 (95.65%), best:    9576/10000 (95.76%), error:      1480.91589, best error:      1436.71753 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.7000770569s, input_fired_time: 0.5258461833, output_fired_time: 0.3475918174, propagate_forward_time: 20.3616790771, propagate_backward_time: 29.6462020874, weight_update_time: 0.0776890665, other_time: 1.8187599182
epoch time: 4.9545817375s, input_fired_time: 0.0665537044, output_fired_time: 0.0000000000, propagate_forward_time: 4.5469603539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410677910
validation[          , genome  2086] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1435.50427, best error:      1435.50427 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 45.4417839050s, input_fired_time: 0.4923807085, output_fired_time: 0.3095495403, propagate_forward_time: 17.5125522614, propagate_backward_time: 25.5284824371, weight_update_time: 0.0686014965, other_time: 1.5988159180
epoch time: 3.6828517914s, input_fired_time: 0.0538616031, output_fired_time: 0.0000000000, propagate_forward_time: 3.3590178490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699723244
validation[          , genome  2086] predictions:    9557/  10000 (95.57%), best:    9585/10000 (95.85%), error:      1571.48474, best error:      1435.50427 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.7207641602s, input_fired_time: 0.5127702951, output_fired_time: 0.3309755921, propagate_forward_time: 19.2296543121, propagate_backward_time: 27.9346580505, weight_update_time: 0.0740324631, other_time: 1.7127056122
epoch time: 4.4165506363s, input_fired_time: 0.0607457161, output_fired_time: 0.0000000000, propagate_forward_time: 4.0456743240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101305962
validation[          , genome  2086] predictions:    9575/  10000 (95.75%), best:    9585/10000 (95.85%), error:      1454.61316, best error:      1435.50427 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 47.9580383301s, input_fired_time: 0.4999828339, output_fired_time: 0.3213129342, propagate_forward_time: 18.5050716400, propagate_backward_time: 26.9504680634, weight_update_time: 0.0718846619, other_time: 1.6812019348
epoch time: 4.8782896996s, input_fired_time: 0.0648005605, output_fired_time: 0.0000000000, propagate_forward_time: 4.4773917198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360972404
validation[          , genome  2086] predictions:    9532/  10000 (95.32%), best:    9585/10000 (95.85%), error:      1631.19617, best error:      1435.50427 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.6627998352s, input_fired_time: 0.5237128735, output_fired_time: 0.3448782563, propagate_forward_time: 20.4037094116, propagate_backward_time: 29.5993442535, weight_update_time: 0.0771545023, other_time: 1.7911548615
epoch time: 3.7125258446s, input_fired_time: 0.0549037680, output_fired_time: 0.0000000000, propagate_forward_time: 3.3896172047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680048943
validation[          , genome  2086] predictions:    9562/  10000 (95.62%), best:    9585/10000 (95.85%), error:      1463.71765, best error:      1435.50427 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.1987838745s, input_fired_time: 0.5508805513, output_fired_time: 0.3709077239, propagate_forward_time: 22.1912746429, propagate_backward_time: 32.1623153687, weight_update_time: 0.0822634846, other_time: 1.9234085083
epoch time: 4.5324583054s, input_fired_time: 0.0615701415, output_fired_time: 0.0000000000, propagate_forward_time: 4.1514782906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194098473
validation[          , genome  2086] predictions:    9582/  10000 (95.82%), best:    9585/10000 (95.85%), error:      1478.66187, best error:      1435.50427 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.0909271240s, input_fired_time: 0.5194507241, output_fired_time: 0.3437638879, propagate_forward_time: 20.1052742004, propagate_backward_time: 29.3657035828, weight_update_time: 0.0769875795, other_time: 1.7567329407
epoch time: 3.7276425362s, input_fired_time: 0.0542086326, output_fired_time: 0.0000000000, propagate_forward_time: 3.3957142830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777197361
validation[          , genome  2086] predictions:    9592/  10000 (95.92%), best:    9585/10000 (95.85%), error:      1436.86145, best error:      1435.50427 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 45.1333007812s, input_fired_time: 0.4818000197, output_fired_time: 0.3045664132, propagate_forward_time: 17.3665637970, propagate_backward_time: 25.3973064423, weight_update_time: 0.0682922974, other_time: 1.5830650330
epoch time: 3.7600810528s, input_fired_time: 0.0552420244, output_fired_time: 0.0000000000, propagate_forward_time: 3.4296143055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752246857
validation[          , genome  2086] predictions:    9536/  10000 (95.36%), best:    9585/10000 (95.85%), error:      1636.65613, best error:      1435.50427 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 45.3125381470s, input_fired_time: 0.4845204651, output_fired_time: 0.3064769506, propagate_forward_time: 17.3901443481, propagate_backward_time: 25.5240345001, weight_update_time: 0.0689187050, other_time: 1.6073627472
epoch time: 3.8393878937s, input_fired_time: 0.0556947850, output_fired_time: 0.0000000000, propagate_forward_time: 3.5079281330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757649422
validation[          , genome  2086] predictions:    9588/  10000 (95.88%), best:    9585/10000 (95.85%), error:      1486.13574, best error:      1435.50427 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 46.5532035828s, input_fired_time: 0.4914116263, output_fired_time: 0.3146750331, propagate_forward_time: 17.8507289886, propagate_backward_time: 26.2727718353, weight_update_time: 0.0699187815, other_time: 1.6236152649
epoch time: 3.8961317539s, input_fired_time: 0.0559029356, output_fired_time: 0.0000000000, propagate_forward_time: 3.5579023361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823264599
validation[          , genome  2086] predictions:    9583/  10000 (95.83%), best:    9585/10000 (95.85%), error:      1476.45996, best error:      1435.50427 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.8508338928s, input_fired_time: 0.5272821784, output_fired_time: 0.3537454009, propagate_forward_time: 20.8132858276, propagate_backward_time: 30.3730945587, weight_update_time: 0.0767991245, other_time: 1.7834262848
epoch time: 4.8268208504s, input_fired_time: 0.0644793510, output_fired_time: 0.0000000000, propagate_forward_time: 4.4308586121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314828873
validation[          , genome  2086] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1434.69360, best error:      1434.69360 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.9023971558s, input_fired_time: 0.5263170004, output_fired_time: 0.3533432186, propagate_forward_time: 20.8276462555, propagate_backward_time: 30.4177398682, weight_update_time: 0.0770210773, other_time: 1.7773513794
epoch time: 4.0066099167s, input_fired_time: 0.0571264997, output_fired_time: 0.0000000000, propagate_forward_time: 3.6627061367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867772579
validation[          , genome  2086] predictions:    9554/  10000 (95.54%), best:    9575/10000 (95.75%), error:      1542.32617, best error:      1434.69360 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.7188110352s, input_fired_time: 0.5283875465, output_fired_time: 0.3514211178, propagate_forward_time: 20.7776718140, propagate_backward_time: 30.2731552124, weight_update_time: 0.0763264894, other_time: 1.7881736755
epoch time: 3.9678680897s, input_fired_time: 0.0559451059, output_fired_time: 0.0000000000, propagate_forward_time: 3.6285693645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833535671
validation[          , genome  2086] predictions:    9576/  10000 (95.76%), best:    9575/10000 (95.75%), error:      1454.89209, best error:      1434.69360 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.2369651794s, input_fired_time: 0.5262855887, output_fired_time: 0.3500705957, propagate_forward_time: 20.6111431122, propagate_backward_time: 29.9773674011, weight_update_time: 0.0764763877, other_time: 1.7720966339
epoch time: 3.7590248585s, input_fired_time: 0.0545570031, output_fired_time: 0.0000000000, propagate_forward_time: 3.4341273308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703404427
validation[          , genome  2086] predictions:    9578/  10000 (95.78%), best:    9575/10000 (95.75%), error:      1467.12769, best error:      1434.69360 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 45.6086082458s, input_fired_time: 0.4883966446, output_fired_time: 0.3094801605, propagate_forward_time: 17.5094070435, propagate_backward_time: 25.7093772888, weight_update_time: 0.0682243109, other_time: 1.5919494629
epoch time: 3.7057709694s, input_fired_time: 0.0549108014, output_fired_time: 0.0000000000, propagate_forward_time: 3.3817546368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691054344
validation[          , genome  2086] predictions:    9583/  10000 (95.83%), best:    9575/10000 (95.75%), error:      1460.46997, best error:      1434.69360 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 45.6059761047s, input_fired_time: 0.4879589975, output_fired_time: 0.3084393144, propagate_forward_time: 17.5325050354, propagate_backward_time: 25.6841468811, weight_update_time: 0.0684511811, other_time: 1.5929222107
epoch time: 3.8817446232s, input_fired_time: 0.0562857464, output_fired_time: 0.0000000000, propagate_forward_time: 3.5473461151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781126499
validation[          , genome  2086] predictions:    9531/  10000 (95.31%), best:    9575/10000 (95.75%), error:      1647.86804, best error:      1434.69360 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.4651641846s, input_fired_time: 0.5283127427, output_fired_time: 0.3510243893, propagate_forward_time: 20.6602439880, propagate_backward_time: 30.1601200104, weight_update_time: 0.0761876777, other_time: 1.7654628754
epoch time: 5.2373290062s, input_fired_time: 0.0692425743, output_fired_time: 0.0000000000, propagate_forward_time: 4.8108577728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572287560
validation[          , genome  2086] predictions:    9587/  10000 (95.87%), best:    9587/10000 (95.87%), error:      1423.16284, best error:      1423.16284 on epoch:   100, 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: 26.2206211090s, input_fired_time: 0.3551059663, output_fired_time: 0.0000000000, propagate_forward_time: 24.0053634644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8601512909
best training[          , genome  2086] predictions:   48704/  50000 (97.41%), best:    9587/10000 (95.87%), error:      4717.83643, best error:      1423.16284 on epoch:   100, 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: 4.2216892242s, input_fired_time: 0.0580965765, output_fired_time: 0.0000000000, propagate_forward_time: 3.8485374451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150553703
   testing[          , genome  2086] predictions:    9625/  10000 (96.25%), best:    9587/10000 (95.87%), error:      1281.17285, best error:      1423.16284 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:58:13 (43743): called boinc_finish(0)

</stderr_txt>
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