Nameexact_genome_1508499903_21_15982_1
Workunit2270229
Created26 Oct 2017, 11:55:30 UTC
Sent26 Oct 2017, 12:30:29 UTC
Report deadline18 Dec 2017, 17:43:44 UTC
Received30 Oct 2017, 7:00:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 days 2 hours 22 min 22 sec
CPU time1 days 2 hours 20 min 9 sec
Validate stateInitial
Credit0.00
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size176.64 MB
Peak swap size181.63 MB
Peak disk usage6.50 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
165161133
epoch time: 68.3264770508s, input_fired_time: 1.4987193346, output_fired_time: 0.0000000000, propagate_forward_time: 64.4738769531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3538818359
validation[          , genome 15982] predictions:    9821/  10000 (98.21%), best:    9844/10000 (98.44%), error:       555.21545, best error:       525.01990 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 868.1624755859s, input_fired_time: 12.4424085617, output_fired_time: 11.9133243561, propagate_forward_time: 325.4121398926, propagate_backward_time: 505.4387207031, weight_update_time: 0.8889208436, other_time: 12.9559326172
epoch time: 68.8493270874s, input_fired_time: 1.5320770741, output_fired_time: 0.0000000000, propagate_forward_time: 64.8927612305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4244918823
validation[          , genome 15982] predictions:    9779/  10000 (97.79%), best:    9844/10000 (98.44%), error:       673.11176, best error:       525.01990 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 868.8153686523s, input_fired_time: 12.4445619583, output_fired_time: 11.9373331070, propagate_forward_time: 325.3948669434, propagate_backward_time: 506.0338439941, weight_update_time: 0.8897656798, other_time: 13.0047302246
epoch time: 68.8626022339s, input_fired_time: 1.5281350613, output_fired_time: 0.0000000000, propagate_forward_time: 64.9463806152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3880844116
validation[          , genome 15982] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       510.14331, best error:       510.14331 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 863.3907470703s, input_fired_time: 12.4058952332, output_fired_time: 11.8811006546, propagate_forward_time: 323.3779296875, propagate_backward_time: 502.7494812012, weight_update_time: 0.8867356181, other_time: 12.9763488770
epoch time: 68.7418289185s, input_fired_time: 1.5236438513, output_fired_time: 0.0000000000, propagate_forward_time: 64.8281097412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3900756836
validation[          , genome 15982] predictions:    9831/  10000 (98.31%), best:    9846/10000 (98.46%), error:       549.27319, best error:       510.14331 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 866.6160278320s, input_fired_time: 12.4531841278, output_fired_time: 11.9304122925, propagate_forward_time: 324.6524353027, propagate_backward_time: 504.7216186523, weight_update_time: 0.8855651021, other_time: 12.8583374023
epoch time: 69.1367721558s, input_fired_time: 1.5498093367, output_fired_time: 0.0000000000, propagate_forward_time: 65.1634674072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4234924316
validation[          , genome 15982] predictions:    9732/  10000 (97.32%), best:    9846/10000 (98.46%), error:       853.64404, best error:       510.14331 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 867.2191772461s, input_fired_time: 12.4704427719, output_fired_time: 11.9229354858, propagate_forward_time: 324.5613708496, propagate_backward_time: 505.1155090332, weight_update_time: 0.9071034789, other_time: 13.1488952637
epoch time: 69.1603698730s, input_fired_time: 1.5399305820, output_fired_time: 0.0000000000, propagate_forward_time: 65.2501525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3702850342
validation[          , genome 15982] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       479.90320, best error:       479.90320 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 866.4415893555s, input_fired_time: 12.4576559067, output_fired_time: 11.9139127731, propagate_forward_time: 324.3116760254, propagate_backward_time: 504.5468444824, weight_update_time: 0.8993944526, other_time: 13.2114562988
epoch time: 69.2260284424s, input_fired_time: 1.5274655819, output_fired_time: 0.0000000000, propagate_forward_time: 65.3245544434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3740081787
validation[          , genome 15982] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       436.56073, best error:       436.56073 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 866.7874755859s, input_fired_time: 12.4701700211, output_fired_time: 11.9344863892, propagate_forward_time: 324.9797058105, propagate_backward_time: 504.3713989258, weight_update_time: 0.8920853138, other_time: 13.0316772461
epoch time: 68.5271682739s, input_fired_time: 1.5271266699, output_fired_time: 0.0000000000, propagate_forward_time: 64.6159210205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3841171265
validation[          , genome 15982] predictions:    9793/  10000 (97.93%), best:    9870/10000 (98.70%), error:       647.76544, best error:       436.56073 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 867.6250000000s, input_fired_time: 12.5004949570, output_fired_time: 11.9206676483, propagate_forward_time: 325.2150878906, propagate_backward_time: 504.7964782715, weight_update_time: 0.9000769258, other_time: 13.1922912598
epoch time: 68.9132232666s, input_fired_time: 1.5243154764, output_fired_time: 0.0000000000, propagate_forward_time: 65.0090255737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3798828125
validation[          , genome 15982] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       412.64990, best error:       412.64990 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 867.3369140625s, input_fired_time: 12.5039424896, output_fired_time: 11.9488191605, propagate_forward_time: 324.8768005371, propagate_backward_time: 504.9528808594, weight_update_time: 0.8938599825, other_time: 13.0544433594
epoch time: 69.1679229736s, input_fired_time: 1.5349298716, output_fired_time: 0.0000000000, propagate_forward_time: 65.2557144165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3772811890
validation[          , genome 15982] predictions:    9848/  10000 (98.48%), best:    9874/10000 (98.74%), error:       476.47049, best error:       412.64990 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 867.1823120117s, input_fired_time: 12.4762506485, output_fired_time: 11.9287872314, propagate_forward_time: 324.7407226563, propagate_backward_time: 504.8935241699, weight_update_time: 0.8952015638, other_time: 13.1430358887
epoch time: 69.4644317627s, input_fired_time: 1.5496798754, output_fired_time: 0.0000000000, propagate_forward_time: 65.4235610962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4911880493
validation[          , genome 15982] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       388.35464, best error:       388.35464 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 867.8239746094s, input_fired_time: 12.4826354980, output_fired_time: 11.8971891403, propagate_forward_time: 325.1262817383, propagate_backward_time: 505.3676452637, weight_update_time: 0.8956297040, other_time: 12.9501647949
epoch time: 69.0629730225s, input_fired_time: 1.5157033205, output_fired_time: 0.0000000000, propagate_forward_time: 65.2471618652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3001098633
validation[          , genome 15982] predictions:    9797/  10000 (97.97%), best:    9879/10000 (98.79%), error:       640.29871, best error:       388.35464 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 868.6919555664s, input_fired_time: 12.4595565796, output_fired_time: 11.9352645874, propagate_forward_time: 325.7480773926, propagate_backward_time: 505.7014465332, weight_update_time: 0.8891220093, other_time: 12.8476257324
epoch time: 68.6080093384s, input_fired_time: 1.5281499624, output_fired_time: 0.0000000000, propagate_forward_time: 64.6358871460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4439697266
validation[          , genome 15982] predictions:    9834/  10000 (98.34%), best:    9879/10000 (98.79%), error:       522.51770, best error:       388.35464 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 864.3058471680s, input_fired_time: 12.4125366211, output_fired_time: 11.8680343628, propagate_forward_time: 323.7540893555, propagate_backward_time: 503.4369506836, weight_update_time: 0.8818103075, other_time: 12.8342285156
epoch time: 69.1881942749s, input_fired_time: 1.5270451307, output_fired_time: 0.0000000000, propagate_forward_time: 65.3170242310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3441238403
validation[          , genome 15982] predictions:    9851/  10000 (98.51%), best:    9879/10000 (98.79%), error:       480.74289, best error:       388.35464 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 867.8705444336s, input_fired_time: 12.4787912369, output_fired_time: 11.9108257294, propagate_forward_time: 325.2472534180, propagate_backward_time: 505.2364501953, weight_update_time: 0.8860684633, other_time: 12.9971923828
epoch time: 69.2442855835s, input_fired_time: 1.5399322510, output_fired_time: 0.0000000000, propagate_forward_time: 65.3074798584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3968734741
validation[          , genome 15982] predictions:    9855/  10000 (98.55%), best:    9879/10000 (98.79%), error:       462.03705, best error:       388.35464 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 862.5726318359s, input_fired_time: 12.4224090576, output_fired_time: 11.8491868973, propagate_forward_time: 323.1438903809, propagate_backward_time: 502.2970886230, weight_update_time: 0.8845251203, other_time: 12.8600158691
epoch time: 68.7175064087s, input_fired_time: 1.5168344975, output_fired_time: 0.0000000000, propagate_forward_time: 64.9090042114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2916641235
validation[          , genome 15982] predictions:    9856/  10000 (98.56%), best:    9879/10000 (98.79%), error:       447.76926, best error:       388.35464 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 866.6830444336s, input_fired_time: 12.4247283936, output_fired_time: 11.8726568222, propagate_forward_time: 324.7810974121, propagate_backward_time: 504.9050903320, weight_update_time: 0.8772532940, other_time: 12.6994018555
epoch time: 69.0083694458s, input_fired_time: 1.5313705206, output_fired_time: 0.0000000000, propagate_forward_time: 65.1045379639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3724594116
validation[          , genome 15982] predictions:    9871/  10000 (98.71%), best:    9879/10000 (98.79%), error:       410.80371, best error:       388.35464 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 864.2160644531s, input_fired_time: 12.4436569214, output_fired_time: 11.8762760162, propagate_forward_time: 323.8192443848, propagate_backward_time: 503.2663269043, weight_update_time: 0.8817601204, other_time: 12.8105773926
epoch time: 69.0496368408s, input_fired_time: 1.5278577805, output_fired_time: 0.0000000000, propagate_forward_time: 65.2267913818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2949905396
validation[          , genome 15982] predictions:    9848/  10000 (98.48%), best:    9879/10000 (98.79%), error:       473.48297, best error:       388.35464 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 867.3524780273s, input_fired_time: 12.4698762894, output_fired_time: 11.9307813644, propagate_forward_time: 324.6866149902, propagate_backward_time: 505.3040771484, weight_update_time: 0.8951280713, other_time: 12.9611816406
epoch time: 68.9957580566s, input_fired_time: 1.5333777666, output_fired_time: 0.0000000000, propagate_forward_time: 65.1035156250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3588638306
validation[          , genome 15982] predictions:    9877/  10000 (98.77%), best:    9879/10000 (98.79%), error:       402.22836, best error:       388.35464 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 864.7246093750s, input_fired_time: 12.4346542358, output_fired_time: 11.8635625839, propagate_forward_time: 323.7522888184, propagate_backward_time: 503.8328552246, weight_update_time: 0.8837180138, other_time: 12.8412170410
epoch time: 68.2571487427s, input_fired_time: 1.5170083046, output_fired_time: 0.0000000000, propagate_forward_time: 64.4135894775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3265533447
validation[          , genome 15982] predictions:    9855/  10000 (98.55%), best:    9879/10000 (98.79%), error:       444.43433, best error:       388.35464 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 866.3682250977s, input_fired_time: 12.4739065170, output_fired_time: 11.8804273605, propagate_forward_time: 324.8249816895, propagate_backward_time: 504.4516296387, weight_update_time: 0.8808803558, other_time: 12.7373352051
epoch time: 69.3231658936s, input_fired_time: 1.5391246080, output_fired_time: 0.0000000000, propagate_forward_time: 65.3691711426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4148712158
validation[          , genome 15982] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       406.33167, best error:       388.35464 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 864.9018554688s, input_fired_time: 12.4378137589, output_fired_time: 11.8949842453, propagate_forward_time: 324.2306823730, propagate_backward_time: 503.5711364746, weight_update_time: 0.8783228993, other_time: 12.7672424316
epoch time: 68.4916534424s, input_fired_time: 1.5211185217, output_fired_time: 0.0000000000, propagate_forward_time: 64.6392135620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3313217163
validation[          , genome 15982] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       378.92645, best error:       378.92645 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 862.3446655273s, input_fired_time: 12.4221773148, output_fired_time: 11.8451118469, propagate_forward_time: 322.8401184082, propagate_backward_time: 502.3849792480, weight_update_time: 0.8791157603, other_time: 12.8523254395
epoch time: 69.1897888184s, input_fired_time: 1.5337446928, output_fired_time: 0.0000000000, propagate_forward_time: 65.2492141724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4068298340
validation[          , genome 15982] predictions:    9800/  10000 (98.00%), best:    9888/10000 (98.88%), error:       617.91205, best error:       378.92645 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 863.5853881836s, input_fired_time: 12.3994417191, output_fired_time: 11.8499546051, propagate_forward_time: 323.3922424316, propagate_backward_time: 503.1661071777, weight_update_time: 0.8781606555, other_time: 12.7776184082
epoch time: 68.7007141113s, input_fired_time: 1.5369163752, output_fired_time: 0.0000000000, propagate_forward_time: 64.7469100952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4168853760
validation[          , genome 15982] predictions:    9863/  10000 (98.63%), best:    9888/10000 (98.88%), error:       410.29294, best error:       378.92645 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 866.7747802734s, input_fired_time: 12.4918947220, output_fired_time: 11.9210491180, propagate_forward_time: 324.8392028809, propagate_backward_time: 504.5935974121, weight_update_time: 0.8837580681, other_time: 12.9291076660
epoch time: 67.7239456177s, input_fired_time: 1.5146675110, output_fired_time: 0.0000000000, propagate_forward_time: 63.8420600891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3672142029
validation[          , genome 15982] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       376.32809, best error:       376.32809 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 864.3352050781s, input_fired_time: 12.4749994278, output_fired_time: 11.8646860123, propagate_forward_time: 323.8786010742, propagate_backward_time: 503.0838317871, weight_update_time: 0.8894581795, other_time: 13.0331115723
epoch time: 69.1997375488s, input_fired_time: 1.5403740406, output_fired_time: 0.0000000000, propagate_forward_time: 65.2893905640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3699722290
validation[          , genome 15982] predictions:    9835/  10000 (98.35%), best:    9882/10000 (98.82%), error:       544.18103, best error:       376.32809 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 867.7019653320s, input_fired_time: 12.5115900040, output_fired_time: 11.9302997589, propagate_forward_time: 325.1836547852, propagate_backward_time: 505.0894165039, weight_update_time: 0.8884885907, other_time: 12.9869995117
epoch time: 69.1432952881s, input_fired_time: 1.5467712879, output_fired_time: 0.0000000000, propagate_forward_time: 65.2099380493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3865890503
validation[          , genome 15982] predictions:    9875/  10000 (98.75%), best:    9882/10000 (98.82%), error:       387.58258, best error:       376.32809 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 865.9566650391s, input_fired_time: 12.4954299927, output_fired_time: 11.8824682236, propagate_forward_time: 324.7380676270, propagate_backward_time: 504.0440368652, weight_update_time: 0.8807439804, other_time: 12.7966613770
epoch time: 68.0185699463s, input_fired_time: 1.5204375982, output_fired_time: 0.0000000000, propagate_forward_time: 64.1673355103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3307952881
validation[          , genome 15982] predictions:    9872/  10000 (98.72%), best:    9882/10000 (98.82%), error:       389.50995, best error:       376.32809 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 864.4459228516s, input_fired_time: 12.4842367172, output_fired_time: 11.8863430023, propagate_forward_time: 323.7874145508, propagate_backward_time: 503.3458862305, weight_update_time: 0.8838891983, other_time: 12.9420166016
epoch time: 69.0908737183s, input_fired_time: 1.5475360155, output_fired_time: 0.0000000000, propagate_forward_time: 65.1190872192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4242477417
validation[          , genome 15982] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       372.26184, best error:       372.26184 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 866.3632202148s, input_fired_time: 12.5132150650, output_fired_time: 11.8990488052, propagate_forward_time: 324.5289916992, propagate_backward_time: 504.4987487793, weight_update_time: 0.8857738972, other_time: 12.9231872559
epoch time: 68.8672409058s, input_fired_time: 1.5287926197, output_fired_time: 0.0000000000, propagate_forward_time: 65.0458679199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2925796509
validation[          , genome 15982] predictions:    9820/  10000 (98.20%), best:    9884/10000 (98.84%), error:       547.03076, best error:       372.26184 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 864.8374023438s, input_fired_time: 12.4896278381, output_fired_time: 11.8480176926, propagate_forward_time: 323.9211730957, propagate_backward_time: 503.8277587891, weight_update_time: 0.8783375621, other_time: 12.7508544922
epoch time: 68.9241714478s, input_fired_time: 1.5515749454, output_fired_time: 0.0000000000, propagate_forward_time: 64.9861373901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3864593506
validation[          , genome 15982] predictions:    9883/  10000 (98.83%), best:    9884/10000 (98.84%), error:       380.46378, best error:       372.26184 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 868.6342773438s, input_fired_time: 12.5176267624, output_fired_time: 11.9215211868, propagate_forward_time: 325.3447570801, propagate_backward_time: 506.0589294434, weight_update_time: 0.8848955035, other_time: 12.7914123535
epoch time: 69.0130462646s, input_fired_time: 1.5481926203, output_fired_time: 0.0000000000, propagate_forward_time: 65.1075210571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3573303223
validation[          , genome 15982] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       369.71017, best error:       369.71017 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 865.2810668945s, input_fired_time: 12.5558748245, output_fired_time: 11.9041223526, propagate_forward_time: 323.8946838379, propagate_backward_time: 503.8308105469, weight_update_time: 0.8901499510, other_time: 13.0955810547
epoch time: 69.1849517822s, input_fired_time: 1.5438461304, output_fired_time: 0.0000000000, propagate_forward_time: 65.2763748169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3647308350
validation[          , genome 15982] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       386.15427, best error:       369.71017 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 865.4861450195s, input_fired_time: 12.5330257416, output_fired_time: 11.8909740448, propagate_forward_time: 324.1846008301, propagate_backward_time: 503.9839782715, weight_update_time: 0.8825499415, other_time: 12.8935852051
epoch time: 68.9304656982s, input_fired_time: 1.5570621490, output_fired_time: 0.0000000000, propagate_forward_time: 64.9648437500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4085617065
validation[          , genome 15982] predictions:    9854/  10000 (98.54%), best:    9884/10000 (98.84%), error:       443.38382, best error:       369.71017 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 866.6984863281s, input_fired_time: 12.5204544067, output_fired_time: 11.9020013809, propagate_forward_time: 324.5475463867, propagate_backward_time: 504.9338989258, weight_update_time: 0.8807271123, other_time: 12.7946166992
epoch time: 68.6310653687s, input_fired_time: 1.5505470037, output_fired_time: 0.0000000000, propagate_forward_time: 64.7058486938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3746719360
validation[          , genome 15982] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       349.78357, best error:       349.78357 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 868.9383544922s, input_fired_time: 12.5567712784, output_fired_time: 11.9549732208, propagate_forward_time: 325.4881591797, propagate_backward_time: 506.0024719238, weight_update_time: 0.8915472031, other_time: 12.9360046387
epoch time: 69.5197143555s, input_fired_time: 1.5750313997, output_fired_time: 0.0000000000, propagate_forward_time: 65.4173355103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5273437500
validation[          , genome 15982] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       338.74973, best error:       338.74973 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 865.1366577148s, input_fired_time: 12.5423288345, output_fired_time: 11.8784112930, propagate_forward_time: 323.7257690430, propagate_backward_time: 503.9979858398, weight_update_time: 0.8893824220, other_time: 12.9921264648
epoch time: 68.9509963989s, input_fired_time: 1.5521656275, output_fired_time: 0.0000000000, propagate_forward_time: 65.0402450562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3585891724
validation[          , genome 15982] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       335.87619, best error:       335.87619 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 869.0512695313s, input_fired_time: 12.5653190613, output_fired_time: 11.9335117340, propagate_forward_time: 325.3928833008, propagate_backward_time: 506.0848083496, weight_update_time: 0.8950812817, other_time: 13.0747375488
epoch time: 68.6258697510s, input_fired_time: 1.5361728668, output_fired_time: 0.0000000000, propagate_forward_time: 64.7327041626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3569946289
validation[          , genome 15982] predictions:    9863/  10000 (98.63%), best:    9894/10000 (98.94%), error:       414.91080, best error:       335.87619 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 868.7852172852s, input_fired_time: 12.5950956345, output_fired_time: 11.9370412827, propagate_forward_time: 325.5833129883, propagate_backward_time: 505.5395507813, weight_update_time: 0.8970363736, other_time: 13.1302490234
epoch time: 69.2801437378s, input_fired_time: 1.5579301119, output_fired_time: 0.0000000000, propagate_forward_time: 65.2895355225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4326782227
validation[          , genome 15982] predictions:    9906/  10000 (99.06%), best:    9894/10000 (98.94%), error:       341.75641, best error:       335.87619 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 869.0094604492s, input_fired_time: 12.5768899918, output_fired_time: 11.9686927795, propagate_forward_time: 325.8075866699, propagate_backward_time: 505.5141601563, weight_update_time: 0.8974539042, other_time: 13.1420898438
epoch time: 69.4033737183s, input_fired_time: 1.5622605085, output_fired_time: 0.0000000000, propagate_forward_time: 65.3933334351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4477767944
validation[          , genome 15982] predictions:    9865/  10000 (98.65%), best:    9894/10000 (98.94%), error:       393.06982, best error:       335.87619 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 867.4623413086s, input_fired_time: 12.5983200073, output_fired_time: 11.9294366837, propagate_forward_time: 325.1464538574, propagate_backward_time: 504.5963134766, weight_update_time: 0.8995152712, other_time: 13.1917724609
epoch time: 69.4982452393s, input_fired_time: 1.5652937889, output_fired_time: 0.0000000000, propagate_forward_time: 65.4479446411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4850082397
validation[          , genome 15982] predictions:    9890/  10000 (98.90%), best:    9894/10000 (98.94%), error:       348.90085, best error:       335.87619 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 861.8823852539s, input_fired_time: 12.5235452652, output_fired_time: 11.8450975418, propagate_forward_time: 322.8511352539, propagate_backward_time: 501.6478881836, weight_update_time: 0.8851656914, other_time: 13.0147094727
epoch time: 69.1424560547s, input_fired_time: 1.5645896196, output_fired_time: 0.0000000000, propagate_forward_time: 65.1560287476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4218368530
validation[          , genome 15982] predictions:    9899/  10000 (98.99%), best:    9894/10000 (98.94%), error:       337.46384, best error:       335.87619 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 866.5558471680s, input_fired_time: 12.5780773163, output_fired_time: 11.9193706512, propagate_forward_time: 324.6268310547, propagate_backward_time: 504.3461914063, weight_update_time: 0.8918280602, other_time: 13.0853881836
epoch time: 67.0972976685s, input_fired_time: 1.5276341438, output_fired_time: 0.0000000000, propagate_forward_time: 63.1153678894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4542961121
validation[          , genome 15982] predictions:    9884/  10000 (98.84%), best:    9894/10000 (98.94%), error:       392.82550, best error:       335.87619 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 867.7625122070s, input_fired_time: 12.6018991470, output_fired_time: 11.9417123795, propagate_forward_time: 324.8413391113, propagate_backward_time: 505.1906127930, weight_update_time: 0.8956438899, other_time: 13.1869506836
epoch time: 68.8118286133s, input_fired_time: 1.5529465675, output_fired_time: 0.0000000000, propagate_forward_time: 64.8838272095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3750534058
validation[          , genome 15982] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       297.01981, best error:       297.01981 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 866.7826538086s, input_fired_time: 12.6131858826, output_fired_time: 11.9380769730, propagate_forward_time: 324.7008056641, propagate_backward_time: 504.3368835449, weight_update_time: 0.8924487233, other_time: 13.1937561035
epoch time: 69.4871368408s, input_fired_time: 1.5736835003, output_fired_time: 0.0000000000, propagate_forward_time: 65.4521636963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4612884521
validation[          , genome 15982] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       331.94901, best error:       297.01981 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 865.9644165039s, input_fired_time: 12.5921697617, output_fired_time: 11.9383430481, propagate_forward_time: 323.9691162109, propagate_backward_time: 504.2084960938, weight_update_time: 0.8980016708, other_time: 13.2562866211
epoch time: 67.2807464600s, input_fired_time: 1.5229381323, output_fired_time: 0.0000000000, propagate_forward_time: 63.3367080688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4210968018
validation[          , genome 15982] predictions:    9893/  10000 (98.93%), best:    9906/10000 (99.06%), error:       335.60266, best error:       297.01981 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 864.4654541016s, input_fired_time: 12.5971384048, output_fired_time: 11.8907032013, propagate_forward_time: 323.4314575195, propagate_backward_time: 503.3127136230, weight_update_time: 0.8998498917, other_time: 13.2334289551
epoch time: 67.5576324463s, input_fired_time: 1.5420167446, output_fired_time: 0.0000000000, propagate_forward_time: 63.5975532532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4180641174
validation[          , genome 15982] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       311.06674, best error:       297.01981 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 869.9716796875s, input_fired_time: 12.6958179474, output_fired_time: 11.9863500595, propagate_forward_time: 326.0937500000, propagate_backward_time: 505.9732360840, weight_update_time: 0.9031367302, other_time: 13.2225646973
epoch time: 69.3245086670s, input_fired_time: 1.5704660416, output_fired_time: 0.0000000000, propagate_forward_time: 65.3038558960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4501876831
validation[          , genome 15982] predictions:    9885/  10000 (98.85%), best:    9906/10000 (99.06%), error:       374.87195, best error:       297.01981 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 865.8327636719s, input_fired_time: 12.6311435699, output_fired_time: 11.9422492981, propagate_forward_time: 323.9638671875, propagate_backward_time: 504.0897827148, weight_update_time: 0.9011657834, other_time: 13.2056884766
epoch time: 69.7274932861s, input_fired_time: 1.5891839266, output_fired_time: 0.0000000000, propagate_forward_time: 65.6520919800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4862136841
validation[          , genome 15982] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       294.18604, best error:       294.18604 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 867.0657348633s, input_fired_time: 12.6852092743, output_fired_time: 11.9556856155, propagate_forward_time: 324.5768432617, propagate_backward_time: 504.4366149902, weight_update_time: 0.9046384692, other_time: 13.4114074707
epoch time: 68.6426315308s, input_fired_time: 1.5654999018, output_fired_time: 0.0000000000, propagate_forward_time: 64.7189025879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3582305908
validation[          , genome 15982] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       317.56268, best error:       294.18604 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 867.5484008789s, input_fired_time: 12.6645507813, output_fired_time: 11.9771738052, propagate_forward_time: 324.7592163086, propagate_backward_time: 504.9477233887, weight_update_time: 0.8941926360, other_time: 13.1997375488
epoch time: 69.4215469360s, input_fired_time: 1.5810372829, output_fired_time: 0.0000000000, propagate_forward_time: 65.3560943604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4844131470
validation[          , genome 15982] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       318.31769, best error:       294.18604 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 864.3358154297s, input_fired_time: 12.6272315979, output_fired_time: 11.9140310287, propagate_forward_time: 323.6624145508, propagate_backward_time: 502.7255249023, weight_update_time: 0.9021735787, other_time: 13.4066162109
epoch time: 68.8206481934s, input_fired_time: 1.5429944992, output_fired_time: 0.0000000000, propagate_forward_time: 64.9503555298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3273010254
validation[          , genome 15982] predictions:    9891/  10000 (98.91%), best:    9911/10000 (99.11%), error:       344.11639, best error:       294.18604 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 871.2444458008s, input_fired_time: 12.6457901001, output_fired_time: 11.9950342178, propagate_forward_time: 326.3420715332, propagate_backward_time: 507.0591735840, weight_update_time: 0.9025857449, other_time: 13.2023010254
epoch time: 68.6211929321s, input_fired_time: 1.5432937145, output_fired_time: 0.0000000000, propagate_forward_time: 64.7253341675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3525619507
validation[          , genome 15982] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       322.51947, best error:       294.18604 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 869.7321166992s, input_fired_time: 12.6481103897, output_fired_time: 12.0042982101, propagate_forward_time: 325.6568603516, propagate_backward_time: 506.2752075195, weight_update_time: 0.8983057737, other_time: 13.1476440430
epoch time: 69.0569229126s, input_fired_time: 1.5625168085, output_fired_time: 0.0000000000, propagate_forward_time: 65.0852050781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4092025757
validation[          , genome 15982] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       310.68201, best error:       294.18604 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 868.1242675781s, input_fired_time: 12.6737623215, output_fired_time: 11.9665803909, propagate_forward_time: 325.0310668945, propagate_backward_time: 505.2626647949, weight_update_time: 0.9037863016, other_time: 13.1902160645
epoch time: 69.3218612671s, input_fired_time: 1.5847398043, output_fired_time: 0.0000000000, propagate_forward_time: 65.2835464478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4535751343
validation[          , genome 15982] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       299.24716, best error:       294.18604 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 866.8388061523s, input_fired_time: 12.6595735550, output_fired_time: 11.9318771362, propagate_forward_time: 324.5821838379, propagate_backward_time: 504.4261169434, weight_update_time: 0.8961287141, other_time: 13.2390441895
epoch time: 68.9539871216s, input_fired_time: 1.5884250402, output_fired_time: 0.0000000000, propagate_forward_time: 64.8263549805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5392074585
validation[          , genome 15982] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       311.85254, best error:       294.18604 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 863.8193969727s, input_fired_time: 12.6092481613, output_fired_time: 11.9075822830, propagate_forward_time: 323.2160644531, propagate_backward_time: 503.0101928711, weight_update_time: 0.8948214054, other_time: 13.0762939453
epoch time: 68.4908828735s, input_fired_time: 1.5440235138, output_fired_time: 0.0000000000, propagate_forward_time: 64.6109237671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3359375000
validation[          , genome 15982] predictions:    9900/  10000 (99.00%), best:    9911/10000 (99.11%), error:       318.67712, best error:       294.18604 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 867.2378540039s, input_fired_time: 12.6385316849, output_fired_time: 11.9384269714, propagate_forward_time: 324.6828308105, propagate_backward_time: 504.8173828125, weight_update_time: 0.8957004547, other_time: 13.1606445313
epoch time: 69.4143142700s, input_fired_time: 1.5771300793, output_fired_time: 0.0000000000, propagate_forward_time: 65.4162979126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4208831787
validation[          , genome 15982] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       320.69394, best error:       294.18604 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 867.0320434570s, input_fired_time: 12.6340589523, output_fired_time: 11.9341125488, propagate_forward_time: 325.0292663574, propagate_backward_time: 504.4022827148, weight_update_time: 0.8908125162, other_time: 13.0322875977
epoch time: 69.3326263428s, input_fired_time: 1.5611907244, output_fired_time: 0.0000000000, propagate_forward_time: 65.4091491699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3622894287
validation[          , genome 15982] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       313.88004, best error:       294.18604 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 865.1708984375s, input_fired_time: 12.5991182327, output_fired_time: 11.9070138931, propagate_forward_time: 324.0607299805, propagate_backward_time: 503.6312255859, weight_update_time: 0.8865481019, other_time: 12.9727783203
epoch time: 68.0972671509s, input_fired_time: 1.5547813177, output_fired_time: 0.0000000000, propagate_forward_time: 64.1448059082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3976821899
validation[          , genome 15982] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       311.45447, best error:       294.18604 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 865.4943847656s, input_fired_time: 12.6028776169, output_fired_time: 11.9079923630, propagate_forward_time: 324.0185852051, propagate_backward_time: 504.1267089844, weight_update_time: 0.8869370222, other_time: 12.8381347656
epoch time: 69.5731658936s, input_fired_time: 1.5759687424, output_fired_time: 0.0000000000, propagate_forward_time: 65.5933685303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4038314819
validation[          , genome 15982] predictions:    9912/  10000 (99.12%), best:    9911/10000 (99.11%), error:       324.26132, best error:       294.18604 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 867.4221801758s, input_fired_time: 12.6415071487, output_fired_time: 11.9192514420, propagate_forward_time: 324.7841491699, propagate_backward_time: 504.9673461914, weight_update_time: 0.8963490725, other_time: 13.1099243164
epoch time: 66.6009292603s, input_fired_time: 1.5244725943, output_fired_time: 0.0000000000, propagate_forward_time: 62.7362709045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3401832581
validation[          , genome 15982] predictions:    9915/  10000 (99.15%), best:    9911/10000 (99.11%), error:       304.98669, best error:       294.18604 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 863.6600952148s, input_fired_time: 12.6000394821, output_fired_time: 11.8729305267, propagate_forward_time: 323.2724609375, propagate_backward_time: 502.8326416016, weight_update_time: 0.8970835805, other_time: 13.0820312500
epoch time: 67.8577575684s, input_fired_time: 1.5454025269, output_fired_time: 0.0000000000, propagate_forward_time: 63.9613380432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3510169983
validation[          , genome 15982] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       303.90662, best error:       294.18604 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 865.5594482422s, input_fired_time: 12.6100521088, output_fired_time: 11.8896074295, propagate_forward_time: 323.9293518066, propagate_backward_time: 503.9979858398, weight_update_time: 0.8947802186, other_time: 13.1325073242
epoch time: 69.3813400269s, input_fired_time: 1.5709067583, output_fired_time: 0.0000000000, propagate_forward_time: 65.3780364990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4323959351
validation[          , genome 15982] predictions:    9905/  10000 (99.05%), best:    9911/10000 (99.11%), error:       313.89819, best error:       294.18604 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 869.9840698242s, input_fired_time: 12.6417360306, output_fired_time: 11.9629201889, propagate_forward_time: 326.0419921875, propagate_backward_time: 506.2503662109, weight_update_time: 0.8954493403, other_time: 13.0870971680
epoch time: 68.6522598267s, input_fired_time: 1.5609983206, output_fired_time: 0.0000000000, propagate_forward_time: 64.7000045776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3912582397
validation[          , genome 15982] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       305.87128, best error:       294.18604 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 861.2755126953s, input_fired_time: 12.5368661880, output_fired_time: 11.8471469879, propagate_forward_time: 322.4633483887, propagate_backward_time: 501.5989990234, weight_update_time: 0.8816537261, other_time: 12.8291015625
epoch time: 69.6255264282s, input_fired_time: 1.5693831444, output_fired_time: 0.0000000000, propagate_forward_time: 65.7260665894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3300781250
validation[          , genome 15982] predictions:    9914/  10000 (99.14%), best:    9911/10000 (99.11%), error:       297.38528, best error:       294.18604 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 866.2862548828s, input_fired_time: 12.5963907242, output_fired_time: 11.8966712952, propagate_forward_time: 324.2941894531, propagate_backward_time: 504.6590270996, weight_update_time: 0.8843408227, other_time: 12.8399963379
epoch time: 69.1872711182s, input_fired_time: 1.5665646791, output_fired_time: 0.0000000000, propagate_forward_time: 65.2334365845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3872680664
validation[          , genome 15982] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       294.14017, best error:       294.14017 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 866.7455444336s, input_fired_time: 12.6232910156, output_fired_time: 11.9044580460, propagate_forward_time: 324.4172363281, propagate_backward_time: 504.8093261719, weight_update_time: 0.8913233280, other_time: 12.9912109375
epoch time: 69.2538909912s, input_fired_time: 1.5705220699, output_fired_time: 0.0000000000, propagate_forward_time: 65.3028259277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3805465698
validation[          , genome 15982] predictions:    9911/  10000 (99.11%), best:    9898/10000 (98.98%), error:       306.57858, best error:       294.14017 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 868.5302124023s, input_fired_time: 12.6339149475, output_fired_time: 11.9359560013, propagate_forward_time: 325.2727966309, propagate_backward_time: 505.6681823730, weight_update_time: 0.8937008977, other_time: 13.0193176270
epoch time: 68.2997665405s, input_fired_time: 1.5411837101, output_fired_time: 0.0000000000, propagate_forward_time: 64.3825759888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3760070801
validation[          , genome 15982] predictions:    9907/  10000 (99.07%), best:    9898/10000 (98.98%), error:       297.79227, best error:       294.14017 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 866.2437133789s, input_fired_time: 12.6285791397, output_fired_time: 11.9187202454, propagate_forward_time: 324.6000061035, propagate_backward_time: 504.0734558105, weight_update_time: 0.8904488087, other_time: 13.0229797363
epoch time: 69.4079437256s, input_fired_time: 1.5848400593, output_fired_time: 0.0000000000, propagate_forward_time: 65.4338455200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3892593384
validation[          , genome 15982] predictions:    9905/  10000 (99.05%), best:    9898/10000 (98.98%), error:       307.51236, best error:       294.14017 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 868.3943481445s, input_fired_time: 12.6697187424, output_fired_time: 11.9586544037, propagate_forward_time: 325.1851196289, propagate_backward_time: 505.4062500000, weight_update_time: 0.9011489749, other_time: 13.1745605469
epoch time: 65.9890518188s, input_fired_time: 1.5093675852, output_fired_time: 0.0000000000, propagate_forward_time: 62.1475448608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3321380615
validation[          , genome 15982] predictions:    9896/  10000 (98.96%), best:    9898/10000 (98.98%), error:       316.60181, best error:       294.14017 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 867.7094726563s, input_fired_time: 12.6411581039, output_fired_time: 11.9236087799, propagate_forward_time: 325.0501708984, propagate_backward_time: 505.1113586426, weight_update_time: 0.8915608525, other_time: 12.9831848145
epoch time: 68.9838256836s, input_fired_time: 1.5595993996, output_fired_time: 0.0000000000, propagate_forward_time: 65.0589675903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3652572632
validation[          , genome 15982] predictions:    9912/  10000 (99.12%), best:    9898/10000 (98.98%), error:       307.10086, best error:       294.14017 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 867.2184448242s, input_fired_time: 12.6323719025, output_fired_time: 11.9225244522, propagate_forward_time: 325.0613403320, propagate_backward_time: 504.5702819824, weight_update_time: 0.8957377076, other_time: 13.0318908691
epoch time: 68.6262969971s, input_fired_time: 1.5451089144, output_fired_time: 0.0000000000, propagate_forward_time: 64.8140716553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2671127319
validation[          , genome 15982] predictions:    9909/  10000 (99.09%), best:    9898/10000 (98.98%), error:       308.67923, best error:       294.14017 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 867.3937988281s, input_fired_time: 12.6263914108, output_fired_time: 11.9255495071, propagate_forward_time: 324.7165832520, propagate_backward_time: 505.1970520020, weight_update_time: 0.8904187679, other_time: 12.9281921387
epoch time: 68.8427352905s, input_fired_time: 1.5581675768, output_fired_time: 0.0000000000, propagate_forward_time: 64.9113769531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3731918335
validation[          , genome 15982] predictions:    9907/  10000 (99.07%), best:    9898/10000 (98.98%), error:       317.73462, best error:       294.14017 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 866.9297485352s, input_fired_time: 12.6313123703, output_fired_time: 11.9029989243, propagate_forward_time: 324.8798217773, propagate_backward_time: 504.5585021973, weight_update_time: 0.8877027035, other_time: 12.9571228027
epoch time: 69.1591949463s, input_fired_time: 1.5674895048, output_fired_time: 0.0000000000, propagate_forward_time: 65.1844558716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4072494507
validation[          , genome 15982] predictions:    9901/  10000 (99.01%), best:    9898/10000 (98.98%), error:       305.01236, best error:       294.14017 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 868.4293212891s, input_fired_time: 12.6443672180, output_fired_time: 11.9391336441, propagate_forward_time: 325.4300842285, propagate_backward_time: 505.3415222168, weight_update_time: 0.8965605497, other_time: 13.0742492676
epoch time: 68.6328659058s, input_fired_time: 1.5629727840, output_fired_time: 0.0000000000, propagate_forward_time: 64.6583404541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4115524292
validation[          , genome 15982] predictions:    9920/  10000 (99.20%), best:    9898/10000 (98.98%), error:       294.29230, best error:       294.14017 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 866.5001831055s, input_fired_time: 12.6273918152, output_fired_time: 11.9199151993, propagate_forward_time: 324.4607543945, propagate_backward_time: 504.4874267578, weight_update_time: 0.8904972672, other_time: 13.0046997070
epoch time: 68.7330017090s, input_fired_time: 1.5609180927, output_fired_time: 0.0000000000, propagate_forward_time: 64.7748336792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3972473145
validation[          , genome 15982] predictions:    9913/  10000 (99.13%), best:    9898/10000 (98.98%), error:       297.74246, best error:       294.14017 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 867.6069946289s, input_fired_time: 12.6536054611, output_fired_time: 11.9433021545, propagate_forward_time: 325.0029296875, propagate_backward_time: 505.0267028809, weight_update_time: 0.8905333281, other_time: 12.9804382324
epoch time: 69.3138275146s, input_fired_time: 1.5783214569, output_fired_time: 0.0000000000, propagate_forward_time: 65.3020477295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4334564209
validation[          , genome 15982] predictions:    9910/  10000 (99.10%), best:    9898/10000 (98.98%), error:       305.94366, best error:       294.14017 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 866.6559448242s, input_fired_time: 12.8150243759, output_fired_time: 12.0494775772, propagate_forward_time: 324.0696716309, propagate_backward_time: 503.9198913574, weight_update_time: 0.9301841855, other_time: 13.8019104004
epoch time: 68.5796127319s, input_fired_time: 1.6280120611, output_fired_time: 0.0000000000, propagate_forward_time: 64.1680145264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7835845947
validation[          , genome 15982] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       294.00278, best error:       294.00278 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 868.8056030273s, input_fired_time: 13.2082796097, output_fired_time: 12.2644815445, propagate_forward_time: 324.2142333984, propagate_backward_time: 503.7174987793, weight_update_time: 1.0190981627, other_time: 15.4011535645
epoch time: 69.8403167725s, input_fired_time: 1.6738984585, output_fired_time: 0.0000000000, propagate_forward_time: 65.4113922119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7550277710
validation[          , genome 15982] predictions:    9914/  10000 (99.14%), best:    9913/10000 (99.13%), error:       295.96790, best error:       294.00278 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 869.3206787109s, input_fired_time: 13.1450757980, output_fired_time: 12.1791563034, propagate_forward_time: 324.4277343750, propagate_backward_time: 504.3162231445, weight_update_time: 1.0133191347, other_time: 15.2525024414
epoch time: 69.4462738037s, input_fired_time: 1.6686985493, output_fired_time: 0.0000000000, propagate_forward_time: 64.9686431885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8089294434
validation[          , genome 15982] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       290.54306, best error:       290.54306 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 872.8671875000s, input_fired_time: 13.2939786911, output_fired_time: 12.3183794022, propagate_forward_time: 325.5976562500, propagate_backward_time: 506.2371215820, weight_update_time: 1.0154886246, other_time: 15.4200439453
epoch time: 69.4141387939s, input_fired_time: 1.6859607697, output_fired_time: 0.0000000000, propagate_forward_time: 64.8484497070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8797302246
validation[          , genome 15982] predictions:    9913/  10000 (99.13%), best:    9910/10000 (99.10%), error:       292.25699, best error:       290.54306 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 868.7421264648s, input_fired_time: 13.2129859924, output_fired_time: 12.2546749115, propagate_forward_time: 324.2985534668, propagate_backward_time: 503.7263183594, weight_update_time: 1.0077048540, other_time: 15.2495117188
epoch time: 69.4100341797s, input_fired_time: 1.6560633183, output_fired_time: 0.0000000000, propagate_forward_time: 64.9921646118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7618026733
validation[          , genome 15982] predictions:    9916/  10000 (99.16%), best:    9910/10000 (99.10%), error:       291.31149, best error:       290.54306 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 869.6913452148s, input_fired_time: 13.1717214584, output_fired_time: 12.2535953522, propagate_forward_time: 324.6093444824, propagate_backward_time: 504.4385070801, weight_update_time: 1.0023431778, other_time: 15.2182312012
epoch time: 69.2461547852s, input_fired_time: 1.6393877268, output_fired_time: 0.0000000000, propagate_forward_time: 64.9542846680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6524810791
validation[          , genome 15982] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       311.20810, best error:       290.54306 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 868.5617065430s, input_fired_time: 13.1353330612, output_fired_time: 12.2051239014, propagate_forward_time: 324.1749572754, propagate_backward_time: 503.9129333496, weight_update_time: 1.0042062998, other_time: 15.1333312988
epoch time: 69.8375320435s, input_fired_time: 1.6728316545, output_fired_time: 0.0000000000, propagate_forward_time: 65.3881912231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7765121460
validation[          , genome 15982] predictions:    9920/  10000 (99.20%), best:    9910/10000 (99.10%), error:       291.54910, best error:       290.54306 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 874.0240478516s, input_fired_time: 13.2684040070, output_fired_time: 12.3261690140, propagate_forward_time: 326.1582946777, propagate_backward_time: 506.8558654785, weight_update_time: 1.0118267536, other_time: 15.4152526855
epoch time: 69.0514602661s, input_fired_time: 1.6453138590, output_fired_time: 0.0000000000, propagate_forward_time: 64.6590957642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7470474243
validation[          , genome 15982] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       299.22339, best error:       290.54306 on epoch:    95, 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: 349.8534240723s, input_fired_time: 8.4758262634, output_fired_time: 0.0000000000, propagate_forward_time: 326.7232055664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.6543884277
best training[          , genome 15982] predictions:   50000/  50000 (100.00%), best:    9910/10000 (99.10%), error:       102.90456, best error:       290.54306 on epoch:    95, 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: 69.7538986206s, input_fired_time: 1.6818734407, output_fired_time: 0.0000000000, propagate_forward_time: 65.2668838501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8051376343
   testing[          , genome 15982] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       271.42166, best error:       290.54306 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:00:01 (6876): called boinc_finish(0)

</stderr_txt>
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