Nameexact_genome_1512568488_43_6966_0
Workunit2606152
Created7 Dec 2017, 23:01:27 UTC
Sent7 Dec 2017, 23:07:59 UTC
Report deadline18 Dec 2017, 3:37:48 UTC
Received9 Dec 2017, 15:10:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time5 hours 40 min 1 sec
CPU time5 hours 34 min 58 sec
Validate stateValid
Credit2,546.84
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.71 MB
Peak swap size154.13 MB
Peak disk usage2.00 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
 968.42755 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 183.2835693359s, input_fired_time: 1.6740663052, output_fired_time: 1.6668422222, propagate_forward_time: 68.7258682251, propagate_backward_time: 107.9122543335, weight_update_time: 0.2142316252, other_time: 3.3045349121
epoch time: 14.7626972198s, input_fired_time: 0.2105196863, output_fired_time: 0.0000000000, propagate_forward_time: 13.9571275711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950498581
validation[          , genome  6966] predictions:    9694/  10000 (96.94%), best:    9708/10000 (97.08%), error:      1035.75427, best error:       968.42755 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 183.8196868896s, input_fired_time: 1.6830986738, output_fired_time: 1.6773641109, propagate_forward_time: 68.8238983154, propagate_backward_time: 108.3257369995, weight_update_time: 0.2161962390, other_time: 3.3095779419
epoch time: 14.8607616425s, input_fired_time: 0.2120427042, output_fired_time: 0.0000000000, propagate_forward_time: 14.0488958359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998229980
validation[          , genome  6966] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       960.83350, best error:       960.83350 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 184.2885894775s, input_fired_time: 1.6792234182, output_fired_time: 1.6975349188, propagate_forward_time: 69.1826477051, propagate_backward_time: 108.4092636108, weight_update_time: 0.2147938758, other_time: 3.3199081421
epoch time: 14.8787479401s, input_fired_time: 0.2114260197, output_fired_time: 0.0000000000, propagate_forward_time: 14.0622777939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050443649
validation[          , genome  6966] predictions:    9706/  10000 (97.06%), best:    9711/10000 (97.11%), error:       999.58551, best error:       960.83350 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 182.2732849121s, input_fired_time: 1.6627863646, output_fired_time: 1.6648161411, propagate_forward_time: 68.4129638672, propagate_backward_time: 107.2437591553, weight_update_time: 0.2134502828, other_time: 3.2889709473
epoch time: 14.2602071762s, input_fired_time: 0.2066769004, output_fired_time: 0.0000000000, propagate_forward_time: 13.4650506973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884799957
validation[          , genome  6966] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       959.45490, best error:       959.45490 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 182.7611999512s, input_fired_time: 1.6604589224, output_fired_time: 1.6546767950, propagate_forward_time: 68.3679885864, propagate_backward_time: 107.7823867798, weight_update_time: 0.2136737853, other_time: 3.2956848145
epoch time: 14.6948165894s, input_fired_time: 0.2110045701, output_fired_time: 0.0000000000, propagate_forward_time: 13.8831977844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006145477
validation[          , genome  6966] predictions:    9677/  10000 (96.77%), best:    9708/10000 (97.08%), error:      1065.16797, best error:       959.45490 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 184.3505401611s, input_fired_time: 1.6884840727, output_fired_time: 1.6683537960, propagate_forward_time: 69.3766479492, propagate_backward_time: 108.2876892090, weight_update_time: 0.2147992253, other_time: 3.3293762207
epoch time: 14.5975475311s, input_fired_time: 0.2119706124, output_fired_time: 0.0000000000, propagate_forward_time: 13.7865676880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990095139
validation[          , genome  6966] predictions:    9690/  10000 (96.90%), best:    9708/10000 (97.08%), error:      1058.45593, best error:       959.45490 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 184.1376495361s, input_fired_time: 1.6770045757, output_fired_time: 1.6741740704, propagate_forward_time: 69.0209503174, propagate_backward_time: 108.4685745239, weight_update_time: 0.2182111889, other_time: 3.2969436646
epoch time: 14.6446495056s, input_fired_time: 0.2137445658, output_fired_time: 0.0000000000, propagate_forward_time: 13.8216590881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6092462540
validation[          , genome  6966] predictions:    9659/  10000 (96.59%), best:    9708/10000 (97.08%), error:      1094.23254, best error:       959.45490 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 183.6652832031s, input_fired_time: 1.6857731342, output_fired_time: 1.6687171459, propagate_forward_time: 68.7969360352, propagate_backward_time: 108.1867752075, weight_update_time: 0.2133222073, other_time: 3.3270797729
epoch time: 14.5028266907s, input_fired_time: 0.2093698531, output_fired_time: 0.0000000000, propagate_forward_time: 13.6825389862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109180450
validation[          , genome  6966] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       946.88263, best error:       946.88263 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 183.3750000000s, input_fired_time: 1.6748490334, output_fired_time: 1.6636023521, propagate_forward_time: 68.8384170532, propagate_backward_time: 107.8936920166, weight_update_time: 0.2137495279, other_time: 3.3044357300
epoch time: 14.5417165756s, input_fired_time: 0.2080190927, output_fired_time: 0.0000000000, propagate_forward_time: 13.7393760681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943212509
validation[          , genome  6966] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:       978.03113, best error:       946.88263 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 183.1526947021s, input_fired_time: 1.6750887632, output_fired_time: 1.6585936546, propagate_forward_time: 68.7164764404, propagate_backward_time: 107.8138427734, weight_update_time: 0.2148414701, other_time: 3.2886810303
epoch time: 14.3931789398s, input_fired_time: 0.2072022110, output_fired_time: 0.0000000000, propagate_forward_time: 13.5926589966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933179855
validation[          , genome  6966] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       916.53467, best error:       916.53467 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 184.0447235107s, input_fired_time: 1.6866782904, output_fired_time: 1.6732239723, propagate_forward_time: 69.0847167969, propagate_backward_time: 108.2577667236, weight_update_time: 0.2154544443, other_time: 3.3423461914
epoch time: 14.7463293076s, input_fired_time: 0.2123614103, output_fired_time: 0.0000000000, propagate_forward_time: 13.9351005554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988674164
validation[          , genome  6966] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       995.59576, best error:       916.53467 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 183.9972534180s, input_fired_time: 1.6809302568, output_fired_time: 1.6697713137, propagate_forward_time: 69.1072540283, propagate_backward_time: 108.2224807739, weight_update_time: 0.2139476091, other_time: 3.3168258667
epoch time: 14.8200139999s, input_fired_time: 0.2115547210, output_fired_time: 0.0000000000, propagate_forward_time: 14.0141096115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943498611
validation[          , genome  6966] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:       971.57904, best error:       916.53467 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 183.2560119629s, input_fired_time: 1.6730314493, output_fired_time: 1.6751815081, propagate_forward_time: 68.8280944824, propagate_backward_time: 107.7891082764, weight_update_time: 0.2136787772, other_time: 3.2905883789
epoch time: 14.7022876740s, input_fired_time: 0.2135750204, output_fired_time: 0.0000000000, propagate_forward_time: 13.8913183212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973939896
validation[          , genome  6966] predictions:    9718/  10000 (97.18%), best:    9722/10000 (97.22%), error:       991.49646, best error:       916.53467 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 183.7232208252s, input_fired_time: 1.6839641333, output_fired_time: 1.6688754559, propagate_forward_time: 68.8766937256, propagate_backward_time: 108.1801223755, weight_update_time: 0.2143508643, other_time: 3.3135757446
epoch time: 14.5072555542s, input_fired_time: 0.2100273222, output_fired_time: 0.0000000000, propagate_forward_time: 13.7043399811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928878784
validation[          , genome  6966] predictions:    9713/  10000 (97.13%), best:    9722/10000 (97.22%), error:       949.67395, best error:       916.53467 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 182.8182830811s, input_fired_time: 1.6749929190, output_fired_time: 1.6605058908, propagate_forward_time: 68.6251373291, propagate_backward_time: 107.5626449585, weight_update_time: 0.2136871517, other_time: 3.2950057983
epoch time: 14.6671323776s, input_fired_time: 0.2125046998, output_fired_time: 0.0000000000, propagate_forward_time: 13.8610010147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936269760
validation[          , genome  6966] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:       938.92834, best error:       916.53467 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 183.3882141113s, input_fired_time: 1.6819447279, output_fired_time: 1.6634773016, propagate_forward_time: 68.7718658447, propagate_backward_time: 107.9485778809, weight_update_time: 0.2143188119, other_time: 3.3223419189
epoch time: 14.5812702179s, input_fired_time: 0.2124554068, output_fired_time: 0.0000000000, propagate_forward_time: 13.7636985779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051158905
validation[          , genome  6966] predictions:    9732/  10000 (97.32%), best:    9722/10000 (97.22%), error:       939.79230, best error:       916.53467 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 183.1049804688s, input_fired_time: 1.6705307961, output_fired_time: 1.6618548632, propagate_forward_time: 68.5791625977, propagate_backward_time: 107.9193878174, weight_update_time: 0.2124166340, other_time: 3.2740478516
epoch time: 14.2517662048s, input_fired_time: 0.2066595256, output_fired_time: 0.0000000000, propagate_forward_time: 13.4545917511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905151367
validation[          , genome  6966] predictions:    9699/  10000 (96.99%), best:    9722/10000 (97.22%), error:       956.27991, best error:       916.53467 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 183.6731872559s, input_fired_time: 1.6856327057, output_fired_time: 1.6807585955, propagate_forward_time: 68.7904663086, propagate_backward_time: 108.1794738770, weight_update_time: 0.2169302404, other_time: 3.3368530273
epoch time: 14.3290700912s, input_fired_time: 0.2076300532, output_fired_time: 0.0000000000, propagate_forward_time: 13.5239219666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975179672
validation[          , genome  6966] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       915.98969, best error:       915.98969 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 181.9346466064s, input_fired_time: 1.6693148613, output_fired_time: 1.6565665007, propagate_forward_time: 68.3274459839, propagate_backward_time: 106.9938049316, weight_update_time: 0.2110596746, other_time: 3.2875137329
epoch time: 14.6773815155s, input_fired_time: 0.2132451385, output_fired_time: 0.0000000000, propagate_forward_time: 13.8741178513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900182724
validation[          , genome  6966] predictions:    9710/  10000 (97.10%), best:    9717/10000 (97.17%), error:       933.36243, best error:       915.98969 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 182.0035400391s, input_fired_time: 1.6708142757, output_fired_time: 1.6551413536, propagate_forward_time: 68.0154190063, propagate_backward_time: 107.3525466919, weight_update_time: 0.2135860473, other_time: 3.3096313477
epoch time: 14.5746488571s, input_fired_time: 0.2105909884, output_fired_time: 0.0000000000, propagate_forward_time: 13.7701663971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938911438
validation[          , genome  6966] predictions:    9668/  10000 (96.68%), best:    9717/10000 (97.17%), error:      1085.28601, best error:       915.98969 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 181.2315521240s, input_fired_time: 1.6604316235, output_fired_time: 1.6566108465, propagate_forward_time: 67.7269363403, propagate_backward_time: 106.9082107544, weight_update_time: 0.2099226266, other_time: 3.2793579102
epoch time: 14.4318904877s, input_fired_time: 0.2088467330, output_fired_time: 0.0000000000, propagate_forward_time: 13.6270866394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959568024
validation[          , genome  6966] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1065.59912, best error:       915.98969 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 184.0228118896s, input_fired_time: 1.6705468893, output_fired_time: 1.6628925800, propagate_forward_time: 68.7243270874, propagate_backward_time: 108.6451187134, weight_update_time: 0.2133171856, other_time: 3.3199310303
epoch time: 14.8033742905s, input_fired_time: 0.2160301208, output_fired_time: 0.0000000000, propagate_forward_time: 13.9678535461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194906235
validation[          , genome  6966] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       912.39642, best error:       912.39642 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 181.4590301514s, input_fired_time: 1.6611487865, output_fired_time: 1.6514996290, propagate_forward_time: 68.0129776001, propagate_backward_time: 106.8665542603, weight_update_time: 0.2119019181, other_time: 3.2668457031
epoch time: 14.6868963242s, input_fired_time: 0.2110712528, output_fired_time: 0.0000000000, propagate_forward_time: 13.8889646530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868606567
validation[          , genome  6966] predictions:    9717/  10000 (97.17%), best:    9720/10000 (97.20%), error:       950.40326, best error:       912.39642 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 183.4107666016s, input_fired_time: 1.6878513098, output_fired_time: 1.6642621756, propagate_forward_time: 68.8029479980, propagate_backward_time: 107.9581680298, weight_update_time: 0.2112172991, other_time: 3.2975387573
epoch time: 14.7755336761s, input_fired_time: 0.2157595307, output_fired_time: 0.0000000000, propagate_forward_time: 13.9653959274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943784714
validation[          , genome  6966] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:       971.02863, best error:       912.39642 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 184.4391021729s, input_fired_time: 1.6923828125, output_fired_time: 1.6755619049, propagate_forward_time: 69.2303161621, propagate_backward_time: 108.5148162842, weight_update_time: 0.2163448930, other_time: 3.3260192871
epoch time: 14.0343685150s, input_fired_time: 0.2071006745, output_fired_time: 0.0000000000, propagate_forward_time: 13.2467403412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805273056
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       850.41791, best error:       850.41791 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 183.7231903076s, input_fired_time: 1.6856968403, output_fired_time: 1.6717848778, propagate_forward_time: 68.9259109497, propagate_backward_time: 108.1313476563, weight_update_time: 0.2124650776, other_time: 3.3084487915
epoch time: 14.5947885513s, input_fired_time: 0.2119086236, output_fired_time: 0.0000000000, propagate_forward_time: 13.7812614441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016187668
validation[          , genome  6966] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:      1028.98901, best error:       850.41791 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 183.3709716797s, input_fired_time: 1.6830632687, output_fired_time: 1.6596385241, propagate_forward_time: 68.7437286377, propagate_backward_time: 107.9555130005, weight_update_time: 0.2154927552, other_time: 3.3290328979
epoch time: 14.6712503433s, input_fired_time: 0.2151264697, output_fired_time: 0.0000000000, propagate_forward_time: 13.8437261581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123981476
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       830.60724, best error:       830.60724 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 182.1769409180s, input_fired_time: 1.6755394936, output_fired_time: 1.6625016928, propagate_forward_time: 68.1724624634, propagate_backward_time: 107.3770904541, weight_update_time: 0.2129057348, other_time: 3.2893447876
epoch time: 14.1076993942s, input_fired_time: 0.2084130943, output_fired_time: 0.0000000000, propagate_forward_time: 13.3149623871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5843238831
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       915.35022, best error:       830.60724 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 184.1025238037s, input_fired_time: 1.6900843382, output_fired_time: 1.6764070988, propagate_forward_time: 69.1787338257, propagate_backward_time: 108.2289276123, weight_update_time: 0.2123136520, other_time: 3.3283767700
epoch time: 14.4317131042s, input_fired_time: 0.2094348222, output_fired_time: 0.0000000000, propagate_forward_time: 13.6378936768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5843849182
validation[          , genome  6966] predictions:    9679/  10000 (96.79%), best:    9753/10000 (97.53%), error:      1008.25928, best error:       830.60724 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 180.9429931641s, input_fired_time: 1.6613603830, output_fired_time: 1.6492732763, propagate_forward_time: 67.5954742432, propagate_backward_time: 106.7627792358, weight_update_time: 0.2090755701, other_time: 3.2741012573
epoch time: 14.7230806351s, input_fired_time: 0.2100598514, output_fired_time: 0.0000000000, propagate_forward_time: 13.9242544174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887660980
validation[          , genome  6966] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       940.57916, best error:       830.60724 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 182.7483978271s, input_fired_time: 1.6816562414, output_fired_time: 1.6592597961, propagate_forward_time: 68.6264801025, propagate_backward_time: 107.4601364136, weight_update_time: 0.2144431323, other_time: 3.3208694458
epoch time: 14.6496658325s, input_fired_time: 0.2150614560, output_fired_time: 0.0000000000, propagate_forward_time: 13.8310260773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035785675
validation[          , genome  6966] predictions:    9657/  10000 (96.57%), best:    9753/10000 (97.53%), error:      1123.98853, best error:       830.60724 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 181.0654754639s, input_fired_time: 1.6623443365, output_fired_time: 1.6468937397, propagate_forward_time: 67.7627334595, propagate_backward_time: 106.6931304932, weight_update_time: 0.2130643874, other_time: 3.3003768921
epoch time: 14.5837450027s, input_fired_time: 0.2128066123, output_fired_time: 0.0000000000, propagate_forward_time: 13.7688875198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020507813
validation[          , genome  6966] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       904.40540, best error:       830.60724 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 183.6938934326s, input_fired_time: 1.6898030043, output_fired_time: 1.6735725403, propagate_forward_time: 68.7748031616, propagate_backward_time: 108.2464599609, weight_update_time: 0.2138425112, other_time: 3.3092575073
epoch time: 14.2314214706s, input_fired_time: 0.2050510347, output_fired_time: 0.0000000000, propagate_forward_time: 13.4489030838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774669647
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       879.80499, best error:       830.60724 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 184.3278198242s, input_fired_time: 1.7007023096, output_fired_time: 1.6656712294, propagate_forward_time: 69.3284759521, propagate_backward_time: 108.3179550171, weight_update_time: 0.2170150131, other_time: 3.3150253296
epoch time: 14.6964406967s, input_fired_time: 0.2103607655, output_fired_time: 0.0000000000, propagate_forward_time: 13.8897361755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963439941
validation[          , genome  6966] predictions:    9683/  10000 (96.83%), best:    9753/10000 (97.53%), error:      1021.48578, best error:       830.60724 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 185.4330291748s, input_fired_time: 1.6970181465, output_fired_time: 1.6834781170, propagate_forward_time: 69.6703567505, propagate_backward_time: 109.0373458862, weight_update_time: 0.2157727927, other_time: 3.3448333740
epoch time: 14.5109167099s, input_fired_time: 0.2127216011, output_fired_time: 0.0000000000, propagate_forward_time: 13.7125616074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856332779
validation[          , genome  6966] predictions:    9695/  10000 (96.95%), best:    9753/10000 (97.53%), error:       976.15338, best error:       830.60724 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 184.0735168457s, input_fired_time: 1.6977409124, output_fired_time: 1.6852824688, propagate_forward_time: 68.8836135864, propagate_backward_time: 108.4832077026, weight_update_time: 0.2130282670, other_time: 3.3236694336
epoch time: 14.8164663315s, input_fired_time: 0.2135024220, output_fired_time: 0.0000000000, propagate_forward_time: 14.0044260025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985374451
validation[          , genome  6966] predictions:    9642/  10000 (96.42%), best:    9753/10000 (97.53%), error:      1209.68958, best error:       830.60724 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 182.8026733398s, input_fired_time: 1.6832537651, output_fired_time: 1.6560609341, propagate_forward_time: 68.5654525757, propagate_backward_time: 107.5990142822, weight_update_time: 0.2111415565, other_time: 3.2988815308
epoch time: 14.6285161972s, input_fired_time: 0.2148896307, output_fired_time: 0.0000000000, propagate_forward_time: 13.8177824020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958442688
validation[          , genome  6966] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       837.25580, best error:       830.60724 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 184.2415008545s, input_fired_time: 1.6963435411, output_fired_time: 1.6799379587, propagate_forward_time: 69.0992126465, propagate_backward_time: 108.4380035400, weight_update_time: 0.2124424428, other_time: 3.3280029297
epoch time: 14.5583333969s, input_fired_time: 0.2130474895, output_fired_time: 0.0000000000, propagate_forward_time: 13.7423171997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029691696
validation[          , genome  6966] predictions:    9641/  10000 (96.41%), best:    9753/10000 (97.53%), error:      1215.39429, best error:       830.60724 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 182.9505462646s, input_fired_time: 1.6816521883, output_fired_time: 1.6546134949, propagate_forward_time: 68.4457168579, propagate_backward_time: 107.8640594482, weight_update_time: 0.2125932723, other_time: 3.3044967651
epoch time: 13.3939867020s, input_fired_time: 0.2038949579, output_fired_time: 0.0000000000, propagate_forward_time: 12.6050357819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850563049
validation[          , genome  6966] predictions:    9759/  10000 (97.59%), best:    9753/10000 (97.53%), error:       835.61401, best error:       830.60724 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 183.4339447021s, input_fired_time: 1.6865309477, output_fired_time: 1.6558738947, propagate_forward_time: 68.8711776733, propagate_backward_time: 107.9283370972, weight_update_time: 0.2118418664, other_time: 3.2920379639
epoch time: 14.7849674225s, input_fired_time: 0.2131200880, output_fired_time: 0.0000000000, propagate_forward_time: 13.9717197418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001272202
validation[          , genome  6966] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       925.09869, best error:       830.60724 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 183.4772033691s, input_fired_time: 1.6846277714, output_fired_time: 1.6700068712, propagate_forward_time: 69.0359649658, propagate_backward_time: 107.7879562378, weight_update_time: 0.2136426568, other_time: 3.2986373901
epoch time: 14.4365797043s, input_fired_time: 0.2138185203, output_fired_time: 0.0000000000, propagate_forward_time: 13.6342573166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885038376
validation[          , genome  6966] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       842.44312, best error:       830.60724 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 182.7627716064s, input_fired_time: 1.6816338301, output_fired_time: 1.6600691080, propagate_forward_time: 68.5460586548, propagate_backward_time: 107.5745315552, weight_update_time: 0.2129494995, other_time: 3.3004760742
epoch time: 14.3019742966s, input_fired_time: 0.2122626305, output_fired_time: 0.0000000000, propagate_forward_time: 13.4984960556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912160873
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       815.63928, best error:       815.63928 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 184.2039947510s, input_fired_time: 1.6971942186, output_fired_time: 1.6668633223, propagate_forward_time: 69.2223815918, propagate_backward_time: 108.3334274292, weight_update_time: 0.2141136527, other_time: 3.2841262817
epoch time: 14.7041463852s, input_fired_time: 0.2160025835, output_fired_time: 0.0000000000, propagate_forward_time: 13.8753728867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6127710342
validation[          , genome  6966] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       878.82849, best error:       815.63928 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 183.3325195313s, input_fired_time: 1.6943961382, output_fired_time: 1.6631765366, propagate_forward_time: 68.8239212036, propagate_backward_time: 107.8431777954, weight_update_time: 0.2133863568, other_time: 3.3078460693
epoch time: 14.8254880905s, input_fired_time: 0.2156976312, output_fired_time: 0.0000000000, propagate_forward_time: 14.0118627548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979280472
validation[          , genome  6966] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       899.07489, best error:       815.63928 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 184.4649200439s, input_fired_time: 1.7001487017, output_fired_time: 1.6710954905, propagate_forward_time: 69.2186431885, propagate_backward_time: 108.5556640625, weight_update_time: 0.2145778835, other_time: 3.3193664551
epoch time: 14.6409158707s, input_fired_time: 0.2137214839, output_fired_time: 0.0000000000, propagate_forward_time: 13.8332977295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938968658
validation[          , genome  6966] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       825.26904, best error:       815.63928 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 183.9446868896s, input_fired_time: 1.6993700266, output_fired_time: 1.6674408913, propagate_forward_time: 69.0618515015, propagate_backward_time: 108.1927261353, weight_update_time: 0.2139426470, other_time: 3.3233032227
epoch time: 14.7054166794s, input_fired_time: 0.2162202448, output_fired_time: 0.0000000000, propagate_forward_time: 13.8890266418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001701355
validation[          , genome  6966] predictions:    9757/  10000 (97.57%), best:    9753/10000 (97.53%), error:       835.87378, best error:       815.63928 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 183.8218841553s, input_fired_time: 1.6950592995, output_fired_time: 1.6656528711, propagate_forward_time: 68.9627685547, propagate_backward_time: 108.2013778687, weight_update_time: 0.2126526237, other_time: 3.2970352173
epoch time: 14.3993835449s, input_fired_time: 0.2118854821, output_fired_time: 0.0000000000, propagate_forward_time: 13.5860328674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014652252
validation[          , genome  6966] predictions:    9508/  10000 (95.08%), best:    9753/10000 (97.53%), error:      1797.49182, best error:       815.63928 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 184.0942230225s, input_fired_time: 1.6957428455, output_fired_time: 1.6679514647, propagate_forward_time: 68.8995056152, propagate_backward_time: 108.5088653564, weight_update_time: 0.2171777636, other_time: 3.3221588135
epoch time: 14.5827817917s, input_fired_time: 0.2109399289, output_fired_time: 0.0000000000, propagate_forward_time: 13.7835216522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883197784
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       825.56647, best error:       815.63928 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 183.7598266602s, input_fired_time: 1.6969749928, output_fired_time: 1.6780476570, propagate_forward_time: 69.0014266968, propagate_backward_time: 108.0682907104, weight_update_time: 0.2141510248, other_time: 3.3150787354
epoch time: 14.6011800766s, input_fired_time: 0.2121260017, output_fired_time: 0.0000000000, propagate_forward_time: 13.8029041290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861501694
validation[          , genome  6966] predictions:    9638/  10000 (96.38%), best:    9753/10000 (97.53%), error:      1318.87634, best error:       815.63928 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 182.9384307861s, input_fired_time: 1.6872584820, output_fired_time: 1.6622840166, propagate_forward_time: 68.7013320923, propagate_backward_time: 107.5886154175, weight_update_time: 0.2133293003, other_time: 3.2989501953
epoch time: 14.6317348480s, input_fired_time: 0.2126548141, output_fired_time: 0.0000000000, propagate_forward_time: 13.8242931366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5947866440
validation[          , genome  6966] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       882.88318, best error:       815.63928 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 183.6858825684s, input_fired_time: 1.6880675554, output_fired_time: 1.6687810421, propagate_forward_time: 69.0008850098, propagate_backward_time: 108.0362091064, weight_update_time: 0.2120777369, other_time: 3.2919464111
epoch time: 14.1688213348s, input_fired_time: 0.2073655725, output_fired_time: 0.0000000000, propagate_forward_time: 13.3778629303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835924149
validation[          , genome  6966] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       880.67316, best error:       815.63928 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 184.2386932373s, input_fired_time: 1.6954907179, output_fired_time: 1.6807745695, propagate_forward_time: 69.1182861328, propagate_backward_time: 108.4492950439, weight_update_time: 0.2116174251, other_time: 3.2948455811
epoch time: 14.5754117966s, input_fired_time: 0.2151861489, output_fired_time: 0.0000000000, propagate_forward_time: 13.7631387711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970869064
validation[          , genome  6966] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       845.72888, best error:       815.63928 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 183.6798095703s, input_fired_time: 1.6896222830, output_fired_time: 1.6733188629, propagate_forward_time: 68.9505615234, propagate_backward_time: 108.0814895630, weight_update_time: 0.2127446383, other_time: 3.2848129272
epoch time: 14.5185298920s, input_fired_time: 0.2134828120, output_fired_time: 0.0000000000, propagate_forward_time: 13.7137966156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912504196
validation[          , genome  6966] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       853.88922, best error:       815.63928 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 182.1018218994s, input_fired_time: 1.6880781651, output_fired_time: 1.6508018970, propagate_forward_time: 68.2761840820, propagate_backward_time: 107.2120513916, weight_update_time: 0.2105534673, other_time: 3.2747039795
epoch time: 14.7712955475s, input_fired_time: 0.2163850367, output_fired_time: 0.0000000000, propagate_forward_time: 13.9619865417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929241180
validation[          , genome  6966] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       876.10706, best error:       815.63928 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 183.3708801270s, input_fired_time: 1.6980110407, output_fired_time: 1.6587095261, propagate_forward_time: 68.8161315918, propagate_backward_time: 107.9055709839, weight_update_time: 0.2130598128, other_time: 3.2924575806
epoch time: 14.6905994415s, input_fired_time: 0.2150788158, output_fired_time: 0.0000000000, propagate_forward_time: 13.8848581314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906629562
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       965.15271, best error:       815.63928 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 185.3398132324s, input_fired_time: 1.7070782185, output_fired_time: 1.6766033173, propagate_forward_time: 69.4574661255, propagate_backward_time: 109.1866836548, weight_update_time: 0.2148246318, other_time: 3.3119812012
epoch time: 14.2716531754s, input_fired_time: 0.2123935223, output_fired_time: 0.0000000000, propagate_forward_time: 13.4743175507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849418640
validation[          , genome  6966] predictions:    9677/  10000 (96.77%), best:    9753/10000 (97.53%), error:      1034.63159, best error:       815.63928 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 184.4896240234s, input_fired_time: 1.7068881989, output_fired_time: 1.6725429296, propagate_forward_time: 69.2593994141, propagate_backward_time: 108.5516128540, weight_update_time: 0.2147163451, other_time: 3.2991714478
epoch time: 14.6892871857s, input_fired_time: 0.2150245309, output_fired_time: 0.0000000000, propagate_forward_time: 13.8856725693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885896683
validation[          , genome  6966] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       856.22455, best error:       815.63928 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 184.1547393799s, input_fired_time: 1.7015464306, output_fired_time: 1.6627959013, propagate_forward_time: 69.2002334595, propagate_backward_time: 108.2958755493, weight_update_time: 0.2137169689, other_time: 3.2942810059
epoch time: 14.4334249496s, input_fired_time: 0.2121980637, output_fired_time: 0.0000000000, propagate_forward_time: 13.6270523071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941743851
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       923.21344, best error:       815.63928 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 183.2135772705s, input_fired_time: 1.6988615990, output_fired_time: 1.6594264507, propagate_forward_time: 68.8299560547, propagate_backward_time: 107.7505645752, weight_update_time: 0.2109631002, other_time: 3.2747650146
epoch time: 14.4055957794s, input_fired_time: 0.2133849263, output_fired_time: 0.0000000000, propagate_forward_time: 13.6050443649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871667862
validation[          , genome  6966] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       967.44855, best error:       815.63928 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 183.8603363037s, input_fired_time: 1.7075504065, output_fired_time: 1.6640634537, propagate_forward_time: 69.2524261475, propagate_backward_time: 107.9452896118, weight_update_time: 0.2166381925, other_time: 3.2910079956
epoch time: 14.8959341049s, input_fired_time: 0.2189591080, output_fired_time: 0.0000000000, propagate_forward_time: 14.0617771149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151981354
validation[          , genome  6966] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:      1033.13879, best error:       815.63928 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 184.0810699463s, input_fired_time: 1.7095431089, output_fired_time: 1.6653617620, propagate_forward_time: 69.1660537720, propagate_backward_time: 108.2426528931, weight_update_time: 0.2121587396, other_time: 3.2974548340
epoch time: 14.5829191208s, input_fired_time: 0.2116246223, output_fired_time: 0.0000000000, propagate_forward_time: 13.7899122238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813817978
validation[          , genome  6966] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       810.72028, best error:       810.72028 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 182.6131439209s, input_fired_time: 1.6936464310, output_fired_time: 1.6650735140, propagate_forward_time: 68.4853134155, propagate_backward_time: 107.4965057373, weight_update_time: 0.2103215456, other_time: 3.2726058960
epoch time: 14.8697319031s, input_fired_time: 0.2156220078, output_fired_time: 0.0000000000, propagate_forward_time: 14.0526294708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014804840
validation[          , genome  6966] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       890.47388, best error:       810.72028 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 185.3096313477s, input_fired_time: 1.7146893740, output_fired_time: 1.6889693737, propagate_forward_time: 69.7167968750, propagate_backward_time: 108.8821868896, weight_update_time: 0.2155844122, other_time: 3.3069915771
epoch time: 14.5958957672s, input_fired_time: 0.2166481018, output_fired_time: 0.0000000000, propagate_forward_time: 13.7874460220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918016434
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9760/10000 (97.60%), error:       882.14905, best error:       810.72028 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 183.3667144775s, input_fired_time: 1.7038551569, output_fired_time: 1.6627318859, propagate_forward_time: 68.7980651855, propagate_backward_time: 107.9407043457, weight_update_time: 0.2124018669, other_time: 3.2613525391
epoch time: 14.9614992142s, input_fired_time: 0.2181065679, output_fired_time: 0.0000000000, propagate_forward_time: 14.1324090958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109838486
validation[          , genome  6966] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       801.59619, best error:       801.59619 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 184.1640930176s, input_fired_time: 1.7072632313, output_fired_time: 1.6760295630, propagate_forward_time: 69.2134094238, propagate_backward_time: 108.2527770996, weight_update_time: 0.2169645876, other_time: 3.3146209717
epoch time: 14.9790830612s, input_fired_time: 0.2197563797, output_fired_time: 0.0000000000, propagate_forward_time: 14.1507968903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085300446
validation[          , genome  6966] predictions:    9774/  10000 (97.74%), best:    9762/10000 (97.62%), error:       828.08551, best error:       801.59619 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 184.2452392578s, input_fired_time: 1.7115178108, output_fired_time: 1.6725026369, propagate_forward_time: 69.1876602173, propagate_backward_time: 108.3696365356, weight_update_time: 0.2139658183, other_time: 3.3039245605
epoch time: 14.6804409027s, input_fired_time: 0.2159335762, output_fired_time: 0.0000000000, propagate_forward_time: 13.8678092957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966978073
validation[          , genome  6966] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       827.15784, best error:       801.59619 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 184.8005218506s, input_fired_time: 1.7163068056, output_fired_time: 1.6771069765, propagate_forward_time: 69.5875244141, propagate_backward_time: 108.5113296509, weight_update_time: 0.2121690661, other_time: 3.3082504272
epoch time: 14.4996299744s, input_fired_time: 0.2155187130, output_fired_time: 0.0000000000, propagate_forward_time: 13.6848840714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992269516
validation[          , genome  6966] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       897.04730, best error:       801.59619 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 184.3856506348s, input_fired_time: 1.7098206282, output_fired_time: 1.6708225012, propagate_forward_time: 69.2741699219, propagate_backward_time: 108.4061508179, weight_update_time: 0.2149711102, other_time: 3.3246841431
epoch time: 14.7332639694s, input_fired_time: 0.2160964906, output_fired_time: 0.0000000000, propagate_forward_time: 13.9289598465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882072449
validation[          , genome  6966] predictions:    9733/  10000 (97.33%), best:    9762/10000 (97.62%), error:       878.66644, best error:       801.59619 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 184.4129333496s, input_fired_time: 1.7165579796, output_fired_time: 1.6838874817, propagate_forward_time: 69.2811279297, propagate_backward_time: 108.4121093750, weight_update_time: 0.2168042064, other_time: 3.3192596436
epoch time: 14.4549484253s, input_fired_time: 0.2141190171, output_fired_time: 0.0000000000, propagate_forward_time: 13.6585569382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822725296
validation[          , genome  6966] predictions:    9714/  10000 (97.14%), best:    9762/10000 (97.62%), error:       985.05273, best error:       801.59619 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 182.6542205811s, input_fired_time: 1.7021681070, output_fired_time: 1.6530172825, propagate_forward_time: 68.6287841797, propagate_backward_time: 107.3763961792, weight_update_time: 0.2142574489, other_time: 3.2938613892
epoch time: 14.5420370102s, input_fired_time: 0.2163863480, output_fired_time: 0.0000000000, propagate_forward_time: 13.7303171158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953330994
validation[          , genome  6966] predictions:    9672/  10000 (96.72%), best:    9762/10000 (97.62%), error:      1078.53455, best error:       801.59619 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 182.7259521484s, input_fired_time: 1.7019364834, output_fired_time: 1.6586660147, propagate_forward_time: 68.7842025757, propagate_backward_time: 107.3013229370, weight_update_time: 0.2108115852, other_time: 3.2798309326
epoch time: 14.7443141937s, input_fired_time: 0.2187287807, output_fired_time: 0.0000000000, propagate_forward_time: 13.9271450043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984401703
validation[          , genome  6966] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       901.93719, best error:       801.59619 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 184.2402954102s, input_fired_time: 1.7247179747, output_fired_time: 1.6700596809, propagate_forward_time: 69.1796188354, propagate_backward_time: 108.3347396851, weight_update_time: 0.2157808244, other_time: 3.3311614990
epoch time: 14.7597112656s, input_fired_time: 0.2188797742, output_fired_time: 0.0000000000, propagate_forward_time: 13.9405984879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002330780
validation[          , genome  6966] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       808.40002, best error:       801.59619 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 183.1848297119s, input_fired_time: 1.6993217468, output_fired_time: 1.6540236473, propagate_forward_time: 68.6429595947, propagate_backward_time: 107.8790359497, weight_update_time: 0.2163631171, other_time: 3.3094863892
epoch time: 14.5038356781s, input_fired_time: 0.2159037441, output_fired_time: 0.0000000000, propagate_forward_time: 13.7044572830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834751129
validation[          , genome  6966] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       825.68591, best error:       801.59619 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 184.5372467041s, input_fired_time: 1.7143933773, output_fired_time: 1.6657280922, propagate_forward_time: 69.1894073486, propagate_backward_time: 108.6485900879, weight_update_time: 0.2163057923, other_time: 3.3191375732
epoch time: 14.8707551956s, input_fired_time: 0.2188687474, output_fired_time: 0.0000000000, propagate_forward_time: 14.0557966232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5960893631
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       894.62158, best error:       801.59619 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 184.1158752441s, input_fired_time: 1.7139576674, output_fired_time: 1.6762489080, propagate_forward_time: 69.1485137939, propagate_backward_time: 108.2737731934, weight_update_time: 0.2136867195, other_time: 3.3033752441
epoch time: 14.1429100037s, input_fired_time: 0.2087897062, output_fired_time: 0.0000000000, propagate_forward_time: 13.3638696671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702505112
validation[          , genome  6966] predictions:    9695/  10000 (96.95%), best:    9762/10000 (97.62%), error:       983.46808, best error:       801.59619 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 184.5196838379s, input_fired_time: 1.7141982317, output_fired_time: 1.6845160723, propagate_forward_time: 69.2256546021, propagate_backward_time: 108.5879898071, weight_update_time: 0.2161196321, other_time: 3.3073272705
epoch time: 14.6786003113s, input_fired_time: 0.2173417211, output_fired_time: 0.0000000000, propagate_forward_time: 13.8610792160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001796722
validation[          , genome  6966] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       887.00854, best error:       801.59619 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 182.0870208740s, input_fired_time: 1.6988921165, output_fired_time: 1.6568572521, propagate_forward_time: 68.1701660156, propagate_backward_time: 107.2792282104, weight_update_time: 0.2124076784, other_time: 3.2818679810
epoch time: 14.8444461823s, input_fired_time: 0.2213402987, output_fired_time: 0.0000000000, propagate_forward_time: 14.0246877670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984182358
validation[          , genome  6966] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       856.46942, best error:       801.59619 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 185.1983489990s, input_fired_time: 1.7210694551, output_fired_time: 1.6805061102, propagate_forward_time: 69.6025924683, propagate_backward_time: 108.8680648804, weight_update_time: 0.2149180919, other_time: 3.3261108398
epoch time: 14.5176887512s, input_fired_time: 0.2184225917, output_fired_time: 0.0000000000, propagate_forward_time: 13.7056293488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936365128
validation[          , genome  6966] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       932.33228, best error:       801.59619 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 184.0915832520s, input_fired_time: 1.7118887901, output_fired_time: 1.6706372499, propagate_forward_time: 69.0520782471, propagate_backward_time: 108.3780136108, weight_update_time: 0.2137219906, other_time: 3.2789688110
epoch time: 14.5477743149s, input_fired_time: 0.2182004601, output_fired_time: 0.0000000000, propagate_forward_time: 13.7268362045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027374268
validation[          , genome  6966] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       854.22491, best error:       801.59619 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 184.9966888428s, input_fired_time: 1.7248235941, output_fired_time: 1.6823755503, propagate_forward_time: 69.6246719360, propagate_backward_time: 108.6489334106, weight_update_time: 0.2131831646, other_time: 3.3158874512
epoch time: 14.1968984604s, input_fired_time: 0.2103434056, output_fired_time: 0.0000000000, propagate_forward_time: 13.4061203003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804347992
validation[          , genome  6966] predictions:    9733/  10000 (97.33%), best:    9762/10000 (97.62%), error:       861.91101, best error:       801.59619 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 183.7853393555s, input_fired_time: 1.7215024233, output_fired_time: 1.6684988737, propagate_forward_time: 69.0508651733, propagate_backward_time: 108.0268707275, weight_update_time: 0.2170829624, other_time: 3.3176040649
epoch time: 14.9501562119s, input_fired_time: 0.2218544781, output_fired_time: 0.0000000000, propagate_forward_time: 14.1140041351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142978668
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       841.37610, best error:       801.59619 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 185.3660736084s, input_fired_time: 1.7299599648, output_fired_time: 1.6872948408, propagate_forward_time: 69.5898132324, propagate_backward_time: 109.0103149414, weight_update_time: 0.2141083181, other_time: 3.3486785889
epoch time: 14.2801771164s, input_fired_time: 0.2175998986, output_fired_time: 0.0000000000, propagate_forward_time: 13.4713363647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912408829
validation[          , genome  6966] predictions:    9682/  10000 (96.82%), best:    9762/10000 (97.62%), error:      1079.45605, best error:       801.59619 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 184.9515991211s, input_fired_time: 1.7247872353, output_fired_time: 1.6835160255, propagate_forward_time: 69.4607925415, propagate_backward_time: 108.7568893433, weight_update_time: 0.2176660597, other_time: 3.3256072998
epoch time: 14.8146858215s, input_fired_time: 0.2192230076, output_fired_time: 0.0000000000, propagate_forward_time: 13.9889183044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065444946
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9762/10000 (97.62%), error:       874.56909, best error:       801.59619 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 183.7088012695s, input_fired_time: 1.7070512772, output_fired_time: 1.6676759720, propagate_forward_time: 69.1093292236, propagate_backward_time: 107.9430160522, weight_update_time: 0.2136150301, other_time: 3.2817306519
epoch time: 14.1568450928s, input_fired_time: 0.2144854516, output_fired_time: 0.0000000000, propagate_forward_time: 13.3531026840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892572403
validation[          , genome  6966] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       886.94733, best error:       801.59619 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 184.1066436768s, input_fired_time: 1.7168787718, output_fired_time: 1.6729162931, propagate_forward_time: 69.1108932495, propagate_backward_time: 108.2991333008, weight_update_time: 0.2161508054, other_time: 3.3068313599
epoch time: 14.3758449554s, input_fired_time: 0.2141591161, output_fired_time: 0.0000000000, propagate_forward_time: 13.5786914825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5829944611
validation[          , genome  6966] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       850.27930, best error:       801.59619 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 182.0230407715s, input_fired_time: 1.7132295370, output_fired_time: 1.6433817148, propagate_forward_time: 68.4749450684, propagate_backward_time: 106.9208374023, weight_update_time: 0.2117374688, other_time: 3.2706451416
epoch time: 14.4174318314s, input_fired_time: 0.2138492316, output_fired_time: 0.0000000000, propagate_forward_time: 13.6139163971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896663666
validation[          , genome  6966] predictions:    9619/  10000 (96.19%), best:    9762/10000 (97.62%), error:      1395.38123, best error:       801.59619 on epoch:    78, 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: 73.8628997803s, input_fired_time: 1.0849044323, output_fired_time: 0.0000000000, propagate_forward_time: 69.7236633301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0543289185
best training[          , genome  6966] predictions:   49500/  50000 (99.00%), best:    9762/10000 (97.62%), error:      1824.11060, best error:       801.59619 on epoch:    78, 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: 14.6538457870s, input_fired_time: 0.2170087099, output_fired_time: 0.0000000000, propagate_forward_time: 13.8393545151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974826813
   testing[          , genome  6966] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       785.43195, best error:       801.59619 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:09:37 (976): called boinc_finish(0)

</stderr_txt>
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