Nameexact_genome_1512568488_45_2237_0
Workunit2582404
Created6 Dec 2017, 22:45:36 UTC
Sent6 Dec 2017, 22:47:44 UTC
Report deadline11 Dec 2017, 4:34:33 UTC
Received7 Dec 2017, 23:25:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 44 min 47 sec
CPU time1 hours 44 min 45 sec
Validate stateValid
Credit1,060.21
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.37 MB
Peak swap size151.11 MB
Peak disk usage0.94 MB

Stderr output

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

epoch time: 55.0927238464s, input_fired_time: 0.5397768617, output_fired_time: 0.3662719131, propagate_forward_time: 22.2661952972, propagate_backward_time: 30.2172393799, weight_update_time: 0.0693716556, other_time: 1.7032413483
epoch time: 4.8726449013s, input_fired_time: 0.0610388108, output_fired_time: 0.0000000000, propagate_forward_time: 4.5058660507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057398796
validation[          , genome  2237] predictions:    9425/  10000 (94.25%), best:    9424/10000 (94.24%), error:      2005.81116, best error:      1910.97571 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.5666618347s, input_fired_time: 0.5486383438, output_fired_time: 0.3704113960, propagate_forward_time: 22.9533710480, propagate_backward_time: 30.9542808533, weight_update_time: 0.0701996163, other_time: 1.7399635315
epoch time: 5.9379572868s, input_fired_time: 0.0699885115, output_fired_time: 0.0000000000, propagate_forward_time: 5.5039286613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640398979
validation[          , genome  2237] predictions:    9413/  10000 (94.13%), best:    9424/10000 (94.24%), error:      1987.59717, best error:      1910.97571 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.4588317871s, input_fired_time: 0.5914133787, output_fired_time: 0.4131851196, propagate_forward_time: 25.8332118988, propagate_backward_time: 34.7248001099, weight_update_time: 0.0785167441, other_time: 1.8962249756
epoch time: 5.3319172859s, input_fired_time: 0.0646766871, output_fired_time: 0.0000000000, propagate_forward_time: 4.9354720116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317685127
validation[          , genome  2237] predictions:    9435/  10000 (94.35%), best:    9424/10000 (94.24%), error:      1922.90967, best error:      1910.97571 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.4578399658s, input_fired_time: 0.5441647172, output_fired_time: 0.3641573489, propagate_forward_time: 22.4374408722, propagate_backward_time: 30.4279651642, weight_update_time: 0.0689789131, other_time: 1.6841106415
epoch time: 5.1276478767s, input_fired_time: 0.0624539778, output_fired_time: 0.0000000000, propagate_forward_time: 4.7495465279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156476021
validation[          , genome  2237] predictions:    9428/  10000 (94.28%), best:    9428/10000 (94.28%), error:      1900.76855, best error:      1900.76855 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 59.9521560669s, input_fired_time: 0.5711739063, output_fired_time: 0.3922882080, propagate_forward_time: 24.2900733948, propagate_backward_time: 32.8740272522, weight_update_time: 0.0744327158, other_time: 1.8245925903
epoch time: 4.3977942467s, input_fired_time: 0.0575234443, output_fired_time: 0.0000000000, propagate_forward_time: 4.0535225868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867484093
validation[          , genome  2237] predictions:    9437/  10000 (94.37%), best:    9428/10000 (94.28%), error:      1910.48694, best error:      1900.76855 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 55.5056610107s, input_fired_time: 0.5472521186, output_fired_time: 0.3662900329, propagate_forward_time: 22.4617805481, propagate_backward_time: 30.4253120422, weight_update_time: 0.0694424957, other_time: 1.7050247192
epoch time: 4.7731075287s, input_fired_time: 0.0597527884, output_fired_time: 0.0000000000, propagate_forward_time: 4.4084539413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049006462
validation[          , genome  2237] predictions:    9363/  10000 (93.63%), best:    9428/10000 (94.28%), error:      2112.55811, best error:      1900.76855 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 58.1353111267s, input_fired_time: 0.5645629764, output_fired_time: 0.3814980686, propagate_forward_time: 23.4906024933, propagate_backward_time: 31.9145431519, weight_update_time: 0.0725475624, other_time: 1.7841033936
epoch time: 4.2768568993s, input_fired_time: 0.0570070148, output_fired_time: 0.0000000000, propagate_forward_time: 3.9434173107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764327526
validation[          , genome  2237] predictions:    9405/  10000 (94.05%), best:    9428/10000 (94.28%), error:      1968.24109, best error:      1900.76855 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.6870765686s, input_fired_time: 0.5644897223, output_fired_time: 0.3790873885, propagate_forward_time: 23.3078918457, propagate_backward_time: 31.6604404449, weight_update_time: 0.0720697716, other_time: 1.7751674652
epoch time: 4.8112058640s, input_fired_time: 0.0611804761, output_fired_time: 0.0000000000, propagate_forward_time: 4.4444837570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055415154
validation[          , genome  2237] predictions:    9432/  10000 (94.32%), best:    9428/10000 (94.28%), error:      1906.61926, best error:      1900.76855 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.0280990601s, input_fired_time: 0.5866287351, output_fired_time: 0.4035992622, propagate_forward_time: 25.2235107422, propagate_backward_time: 33.9520683289, weight_update_time: 0.0771030858, other_time: 1.8622932434
epoch time: 5.0945119858s, input_fired_time: 0.0639988855, output_fired_time: 0.0000000000, propagate_forward_time: 4.7156929970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148202896
validation[          , genome  2237] predictions:    9418/  10000 (94.18%), best:    9428/10000 (94.28%), error:      1962.89746, best error:      1900.76855 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.2426528931s, input_fired_time: 0.5469414592, output_fired_time: 0.3660213649, propagate_forward_time: 22.3021068573, propagate_backward_time: 30.3457622528, weight_update_time: 0.0687034428, other_time: 1.6818256378
epoch time: 4.7628812790s, input_fired_time: 0.0607701391, output_fired_time: 0.0000000000, propagate_forward_time: 4.4051003456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970108986
validation[          , genome  2237] predictions:    9401/  10000 (94.01%), best:    9428/10000 (94.28%), error:      1914.40222, best error:      1900.76855 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.5660781860s, input_fired_time: 0.6109378338, output_fired_time: 0.4253132641, propagate_forward_time: 26.7443103790, propagate_backward_time: 35.8206443787, weight_update_time: 0.0816617534, other_time: 1.9648704529
epoch time: 6.2410602570s, input_fired_time: 0.0775156617, output_fired_time: 0.0000000000, propagate_forward_time: 5.7832441330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803005219
validation[          , genome  2237] predictions:    9414/  10000 (94.14%), best:    9428/10000 (94.28%), error:      1920.07495, best error:      1900.76855 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.7505760193s, input_fired_time: 0.5768730044, output_fired_time: 0.3844967782, propagate_forward_time: 23.8797798157, propagate_backward_time: 32.0949592590, weight_update_time: 0.0744491071, other_time: 1.8144645691
epoch time: 4.3020567894s, input_fired_time: 0.0581980906, output_fired_time: 0.0000000000, propagate_forward_time: 3.9648845196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789742947
validation[          , genome  2237] predictions:    9403/  10000 (94.03%), best:    9428/10000 (94.28%), error:      1969.33191, best error:      1900.76855 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.8417739868s, input_fired_time: 0.5281913280, output_fired_time: 0.3357080519, propagate_forward_time: 20.0034732819, propagate_backward_time: 27.3593692780, weight_update_time: 0.0651939213, other_time: 1.6150321960
epoch time: 4.3389501572s, input_fired_time: 0.0609661415, output_fired_time: 0.0000000000, propagate_forward_time: 3.9864616394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915225029
validation[          , genome  2237] predictions:    9312/  10000 (93.12%), best:    9428/10000 (94.28%), error:      2231.26001, best error:      1900.76855 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.0270347595s, input_fired_time: 0.5280966759, output_fired_time: 0.3363359571, propagate_forward_time: 20.0867404938, propagate_backward_time: 27.4563884735, weight_update_time: 0.0654202923, other_time: 1.6194763184
epoch time: 4.3496074677s, input_fired_time: 0.0583417118, output_fired_time: 0.0000000000, propagate_forward_time: 4.0059556961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853102684
validation[          , genome  2237] predictions:    9430/  10000 (94.30%), best:    9430/10000 (94.30%), error:      1900.66931, best error:      1900.66931 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 50.3016319275s, input_fired_time: 0.5314691067, output_fired_time: 0.3344457746, propagate_forward_time: 20.1579666138, propagate_backward_time: 27.6494216919, weight_update_time: 0.0657237992, other_time: 1.6283302307
epoch time: 4.3649554253s, input_fired_time: 0.0586350076, output_fired_time: 0.0000000000, propagate_forward_time: 4.0264377594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798824310
validation[          , genome  2237] predictions:    9411/  10000 (94.11%), best:    9430/10000 (94.30%), error:      1955.03979, best error:      1900.66931 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.6976699829s, input_fired_time: 0.5805219412, output_fired_time: 0.3817831874, propagate_forward_time: 23.6906299591, propagate_backward_time: 32.1998367310, weight_update_time: 0.0749483481, other_time: 1.8449020386
epoch time: 6.2378702164s, input_fired_time: 0.0748887658, output_fired_time: 0.0000000000, propagate_forward_time: 5.7856454849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773360252
validation[          , genome  2237] predictions:    9387/  10000 (93.87%), best:    9430/10000 (94.30%), error:      2020.98804, best error:      1900.66931 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.4030265808s, input_fired_time: 0.5696798563, output_fired_time: 0.3755621314, propagate_forward_time: 23.2451915741, propagate_backward_time: 31.4452934265, weight_update_time: 0.0716911778, other_time: 1.7672996521
epoch time: 4.3177595139s, input_fired_time: 0.0589727722, output_fired_time: 0.0000000000, propagate_forward_time: 3.9764282703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823584080
validation[          , genome  2237] predictions:    9397/  10000 (93.97%), best:    9430/10000 (94.30%), error:      1921.44763, best error:      1900.66931 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.8108291626s, input_fired_time: 0.5601199865, output_fired_time: 0.3587755859, propagate_forward_time: 21.6668281555, propagate_backward_time: 29.4777545929, weight_update_time: 0.0699239299, other_time: 1.7473506927
epoch time: 4.4191670418s, input_fired_time: 0.0597144216, output_fired_time: 0.0000000000, propagate_forward_time: 4.0739564896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854962349
validation[          , genome  2237] predictions:    9412/  10000 (94.12%), best:    9430/10000 (94.30%), error:      1936.19617, best error:      1900.66931 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.8678359985s, input_fired_time: 0.5922975540, output_fired_time: 0.3923283219, propagate_forward_time: 24.2508811951, propagate_backward_time: 32.7656288147, weight_update_time: 0.0762007460, other_time: 1.8666992188
epoch time: 5.5421304703s, input_fired_time: 0.0733186454, output_fired_time: 0.0000000000, propagate_forward_time: 5.1205215454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482904434
validation[          , genome  2237] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1833.25073, best error:      1833.25073 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.5205726624s, input_fired_time: 0.5985105634, output_fired_time: 0.4001092315, propagate_forward_time: 24.9621944427, propagate_backward_time: 33.6704254150, weight_update_time: 0.0774347931, other_time: 1.8893356323
epoch time: 6.0545096397s, input_fired_time: 0.0735284686, output_fired_time: 0.0000000000, propagate_forward_time: 5.6121082306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688731194
validation[          , genome  2237] predictions:    9435/  10000 (94.35%), best:    9467/10000 (94.67%), error:      1911.06970, best error:      1833.25073 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.3839721680s, input_fired_time: 0.5654350519, output_fired_time: 0.3765861392, propagate_forward_time: 23.2346515656, propagate_backward_time: 31.4560089111, weight_update_time: 0.0709291846, other_time: 1.7512893677
epoch time: 4.8310303688s, input_fired_time: 0.0618789233, output_fired_time: 0.0000000000, propagate_forward_time: 4.4643211365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048300743
validation[          , genome  2237] predictions:    9468/  10000 (94.68%), best:    9468/10000 (94.68%), error:      1802.21472, best error:      1802.21472 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.3298873901s, input_fired_time: 0.5549448729, output_fired_time: 0.3657220602, propagate_forward_time: 22.4114818573, propagate_backward_time: 30.2630405426, weight_update_time: 0.0690070540, other_time: 1.7346992493
epoch time: 4.6870369911s, input_fired_time: 0.0614657812, output_fired_time: 0.0000000000, propagate_forward_time: 4.3245129585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010582924
validation[          , genome  2237] predictions:    9427/  10000 (94.27%), best:    9468/10000 (94.68%), error:      1878.82312, best error:      1802.21472 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.7034339905s, input_fired_time: 0.5962015390, output_fired_time: 0.4075497687, propagate_forward_time: 25.4801216125, propagate_backward_time: 34.2993240356, weight_update_time: 0.0774776265, other_time: 1.9202346802
epoch time: 4.8474917412s, input_fired_time: 0.0616638549, output_fired_time: 0.0000000000, propagate_forward_time: 4.4809632301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048648834
validation[          , genome  2237] predictions:    9364/  10000 (93.64%), best:    9468/10000 (94.68%), error:      2112.23853, best error:      1802.21472 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.8381843567s, input_fired_time: 0.5745871067, output_fired_time: 0.3854780793, propagate_forward_time: 23.8818550110, propagate_backward_time: 32.2017288208, weight_update_time: 0.0731058046, other_time: 1.7945327759
epoch time: 4.7021408081s, input_fired_time: 0.0605878495, output_fired_time: 0.0000000000, propagate_forward_time: 4.3424558640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990970612
validation[          , genome  2237] predictions:    9439/  10000 (94.39%), best:    9468/10000 (94.68%), error:      1810.98071, best error:      1802.21472 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 55.4518432617s, input_fired_time: 0.5554115772, output_fired_time: 0.3663513064, propagate_forward_time: 22.4322776794, propagate_backward_time: 30.3956260681, weight_update_time: 0.0692942441, other_time: 1.7021751404
epoch time: 5.0433731079s, input_fired_time: 0.0644335225, output_fired_time: 0.0000000000, propagate_forward_time: 4.6622920036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166475296
validation[          , genome  2237] predictions:    9446/  10000 (94.46%), best:    9468/10000 (94.68%), error:      1844.68677, best error:      1802.21472 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.4596290588s, input_fired_time: 0.5652828813, output_fired_time: 0.3713297844, propagate_forward_time: 22.9013099670, propagate_backward_time: 30.8857326508, weight_update_time: 0.0705460757, other_time: 1.7359714508
epoch time: 5.9662160873s, input_fired_time: 0.0732481033, output_fired_time: 0.0000000000, propagate_forward_time: 5.5323367119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606314659
validation[          , genome  2237] predictions:    9411/  10000 (94.11%), best:    9468/10000 (94.68%), error:      1939.47400, best error:      1802.21472 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.2414855957s, input_fired_time: 0.6205015779, output_fired_time: 0.4263392389, propagate_forward_time: 27.0390872955, propagate_backward_time: 36.1723327637, weight_update_time: 0.0817490965, other_time: 1.9832305908
epoch time: 4.8656411171s, input_fired_time: 0.0633095950, output_fired_time: 0.0000000000, propagate_forward_time: 4.4931969643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091344833
validation[          , genome  2237] predictions:    9461/  10000 (94.61%), best:    9468/10000 (94.68%), error:      1827.61145, best error:      1802.21472 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.5372695923s, input_fired_time: 0.5531851053, output_fired_time: 0.3569411039, propagate_forward_time: 21.5153961182, propagate_backward_time: 29.4152755737, weight_update_time: 0.0682028383, other_time: 1.6964721680
epoch time: 4.3073725700s, input_fired_time: 0.0605346598, output_fired_time: 0.0000000000, propagate_forward_time: 3.9610631466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857749462
validation[          , genome  2237] predictions:    9438/  10000 (94.38%), best:    9468/10000 (94.68%), error:      1813.03687, best error:      1802.21472 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.2626647949s, input_fired_time: 0.6025061011, output_fired_time: 0.4118800759, propagate_forward_time: 25.3147640228, propagate_backward_time: 34.0187492371, weight_update_time: 0.0785539225, other_time: 1.9147682190
epoch time: 5.9963450432s, input_fired_time: 0.0745444894, output_fired_time: 0.0000000000, propagate_forward_time: 5.5535244942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682761192
validation[          , genome  2237] predictions:    9461/  10000 (94.61%), best:    9461/10000 (94.61%), error:      1724.18140, best error:      1724.18140 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.9470672607s, input_fired_time: 0.6092078090, output_fired_time: 0.4155947864, propagate_forward_time: 26.0320034027, propagate_backward_time: 34.9783515930, weight_update_time: 0.0794124678, other_time: 1.9119071960
epoch time: 6.2476177216s, input_fired_time: 0.0771075264, output_fired_time: 0.0000000000, propagate_forward_time: 5.7931270599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773832321
validation[          , genome  2237] predictions:    9457/  10000 (94.57%), best:    9461/10000 (94.61%), error:      1760.49243, best error:      1724.18140 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.2210426331s, input_fired_time: 0.6069083810, output_fired_time: 0.4099828005, propagate_forward_time: 25.6901016235, propagate_backward_time: 34.6194648743, weight_update_time: 0.0786502212, other_time: 1.8945846558
epoch time: 4.5507817268s, input_fired_time: 0.0636465475, output_fired_time: 0.0000000000, propagate_forward_time: 4.1857805252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013548851
validation[          , genome  2237] predictions:    9433/  10000 (94.33%), best:    9461/10000 (94.61%), error:      1864.12976, best error:      1724.18140 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.4574508667s, input_fired_time: 0.5589933991, output_fired_time: 0.3610509336, propagate_forward_time: 21.9916000366, propagate_backward_time: 29.8461608887, weight_update_time: 0.0686130747, other_time: 1.6996459961
epoch time: 4.5944437981s, input_fired_time: 0.0614707358, output_fired_time: 0.0000000000, propagate_forward_time: 4.2404398918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925333977
validation[          , genome  2237] predictions:    9436/  10000 (94.36%), best:    9461/10000 (94.61%), error:      1922.65100, best error:      1724.18140 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 60.0738029480s, input_fired_time: 0.5928164124, output_fired_time: 0.3920395374, propagate_forward_time: 24.3611640930, propagate_backward_time: 32.8753471375, weight_update_time: 0.0757912248, other_time: 1.8524360657
epoch time: 4.2488317490s, input_fired_time: 0.0611092411, output_fired_time: 0.0000000000, propagate_forward_time: 3.9030101299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847125530
validation[          , genome  2237] predictions:    9462/  10000 (94.62%), best:    9461/10000 (94.61%), error:      1736.41968, best error:      1724.18140 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 49.7477226257s, input_fired_time: 0.5396495461, output_fired_time: 0.3369083107, propagate_forward_time: 19.9579410553, propagate_backward_time: 27.3100109100, weight_update_time: 0.0646760389, other_time: 1.6032142639
epoch time: 4.4376497269s, input_fired_time: 0.0607050695, output_fired_time: 0.0000000000, propagate_forward_time: 4.0906615257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862830162
validation[          , genome  2237] predictions:    9430/  10000 (94.30%), best:    9461/10000 (94.61%), error:      1829.09741, best error:      1724.18140 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 58.3335189819s, input_fired_time: 0.5875685811, output_fired_time: 0.3818095326, propagate_forward_time: 23.6551017761, propagate_backward_time: 31.8830223083, weight_update_time: 0.0750472471, other_time: 1.8260154724
epoch time: 4.5522012711s, input_fired_time: 0.0640009642, output_fired_time: 0.0000000000, propagate_forward_time: 4.1903290749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978711128
validation[          , genome  2237] predictions:    9437/  10000 (94.37%), best:    9461/10000 (94.61%), error:      1872.33801, best error:      1724.18140 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 50.1924667358s, input_fired_time: 0.5403627157, output_fired_time: 0.3394550681, propagate_forward_time: 20.1325931549, propagate_backward_time: 27.5517044067, weight_update_time: 0.0654238164, other_time: 1.6283512115
epoch time: 4.3915433884s, input_fired_time: 0.0601135902, output_fired_time: 0.0000000000, propagate_forward_time: 4.0488977432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825322151
validation[          , genome  2237] predictions:    9424/  10000 (94.24%), best:    9461/10000 (94.61%), error:      1863.03601, best error:      1724.18140 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.0324630737s, input_fired_time: 0.5935486555, output_fired_time: 0.3851331472, propagate_forward_time: 23.9304256439, propagate_backward_time: 32.2781295776, weight_update_time: 0.0754146501, other_time: 1.8452301025
epoch time: 6.2423162460s, input_fired_time: 0.0786864534, output_fired_time: 0.0000000000, propagate_forward_time: 5.7853431702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782868385
validation[          , genome  2237] predictions:    9462/  10000 (94.62%), best:    9461/10000 (94.61%), error:      1770.46265, best error:      1724.18140 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.8749847412s, input_fired_time: 0.6235372424, output_fired_time: 0.4198393226, propagate_forward_time: 26.4146919250, propagate_backward_time: 35.4581298828, weight_update_time: 0.0809280574, other_time: 1.9587898254
epoch time: 4.6162753105s, input_fired_time: 0.0620606691, output_fired_time: 0.0000000000, propagate_forward_time: 4.2629885674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912259102
validation[          , genome  2237] predictions:    9475/  10000 (94.75%), best:    9461/10000 (94.61%), error:      1734.02820, best error:      1724.18140 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.1119194031s, input_fired_time: 0.5660550594, output_fired_time: 0.3702527881, propagate_forward_time: 22.7079734802, propagate_backward_time: 30.7619018555, weight_update_time: 0.0696061701, other_time: 1.7057342529
epoch time: 4.1840300560s, input_fired_time: 0.0587952584, output_fired_time: 0.0000000000, propagate_forward_time: 3.8505692482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746653557
validation[          , genome  2237] predictions:    9453/  10000 (94.53%), best:    9461/10000 (94.61%), error:      1778.68738, best error:      1724.18140 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.9832725525s, input_fired_time: 0.5769473910, output_fired_time: 0.3744238913, propagate_forward_time: 23.0512866974, propagate_backward_time: 31.2353134155, weight_update_time: 0.0709582791, other_time: 1.7453002930
epoch time: 4.1514348984s, input_fired_time: 0.0595434643, output_fired_time: 0.0000000000, propagate_forward_time: 3.8198060989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720851898
validation[          , genome  2237] predictions:    9458/  10000 (94.58%), best:    9461/10000 (94.61%), error:      1759.12256, best error:      1724.18140 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.9782180786s, input_fired_time: 0.5627898574, output_fired_time: 0.3603928685, propagate_forward_time: 21.7098484039, propagate_backward_time: 29.6523380280, weight_update_time: 0.0688433051, other_time: 1.6928482056
epoch time: 4.2078056335s, input_fired_time: 0.0594483912, output_fired_time: 0.0000000000, propagate_forward_time: 3.8768761158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714812756
validation[          , genome  2237] predictions:    9444/  10000 (94.44%), best:    9461/10000 (94.61%), error:      1797.59827, best error:      1724.18140 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.8136062622s, input_fired_time: 0.5785087943, output_fired_time: 0.3790850043, propagate_forward_time: 23.4167213440, propagate_backward_time: 31.6645469666, weight_update_time: 0.0716713890, other_time: 1.7747421265
epoch time: 4.5629320145s, input_fired_time: 0.0622128472, output_fired_time: 0.0000000000, propagate_forward_time: 4.2065887451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941303253
validation[          , genome  2237] predictions:    9461/  10000 (94.61%), best:    9461/10000 (94.61%), error:      1764.73474, best error:      1724.18140 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.7892799377s, input_fired_time: 0.6070750952, output_fired_time: 0.4053015709, propagate_forward_time: 25.5183124542, propagate_backward_time: 34.2946166992, weight_update_time: 0.0783166662, other_time: 1.9639739990
epoch time: 5.2877225876s, input_fired_time: 0.0699982196, output_fired_time: 0.0000000000, propagate_forward_time: 4.8852176666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325066566
validation[          , genome  2237] predictions:    9459/  10000 (94.59%), best:    9461/10000 (94.61%), error:      1760.75281, best error:      1724.18140 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.7394638062s, input_fired_time: 0.6208598614, output_fired_time: 0.4160339832, propagate_forward_time: 26.3890419006, propagate_backward_time: 35.3140449524, weight_update_time: 0.0803537443, other_time: 1.9994850159
epoch time: 5.9895362854s, input_fired_time: 0.0761515498, output_fired_time: 0.0000000000, propagate_forward_time: 5.5471477509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662371635
validation[          , genome  2237] predictions:    9440/  10000 (94.40%), best:    9461/10000 (94.61%), error:      1825.56677, best error:      1724.18140 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 59.4905014038s, input_fired_time: 0.5969753861, output_fired_time: 0.3927745223, propagate_forward_time: 24.1571197510, propagate_backward_time: 32.5112953186, weight_update_time: 0.0750838593, other_time: 1.8323364258
epoch time: 4.8288097382s, input_fired_time: 0.0658170506, output_fired_time: 0.0000000000, propagate_forward_time: 4.4516806602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113121986
validation[          , genome  2237] predictions:    9464/  10000 (94.64%), best:    9461/10000 (94.61%), error:      1758.05872, best error:      1724.18140 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.3766403198s, input_fired_time: 0.5725427270, output_fired_time: 0.3651997745, propagate_forward_time: 21.8798961639, propagate_backward_time: 29.8308868408, weight_update_time: 0.0698813573, other_time: 1.7281131744
epoch time: 6.0857510567s, input_fired_time: 0.0790819377, output_fired_time: 0.0000000000, propagate_forward_time: 5.6338219643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728470802
validation[          , genome  2237] predictions:    9442/  10000 (94.42%), best:    9461/10000 (94.61%), error:      1823.56226, best error:      1724.18140 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.4834823608s, input_fired_time: 0.6223912239, output_fired_time: 0.4147594571, propagate_forward_time: 26.2695026398, propagate_backward_time: 35.2095947266, weight_update_time: 0.0802979395, other_time: 1.9672317505
epoch time: 6.1686558723s, input_fired_time: 0.0746402219, output_fired_time: 0.0000000000, propagate_forward_time: 5.7167229652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772926331
validation[          , genome  2237] predictions:    9429/  10000 (94.29%), best:    9461/10000 (94.61%), error:      1808.12878, best error:      1724.18140 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.4666099548s, input_fired_time: 0.6086130738, output_fired_time: 0.4026912451, propagate_forward_time: 25.3685359955, propagate_backward_time: 34.1906547546, weight_update_time: 0.0783926845, other_time: 1.8961143494
epoch time: 4.4194931984s, input_fired_time: 0.0615122952, output_fired_time: 0.0000000000, propagate_forward_time: 4.0751252174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828555107
validation[          , genome  2237] predictions:    9442/  10000 (94.42%), best:    9461/10000 (94.61%), error:      1815.36877, best error:      1724.18140 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 50.9117965698s, input_fired_time: 0.5490778089, output_fired_time: 0.3431755602, propagate_forward_time: 20.4619998932, propagate_backward_time: 27.9213981628, weight_update_time: 0.0661986098, other_time: 1.6361484528
epoch time: 5.8264675140s, input_fired_time: 0.0754341707, output_fired_time: 0.0000000000, propagate_forward_time: 5.3914690018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595643044
validation[          , genome  2237] predictions:    9458/  10000 (94.58%), best:    9461/10000 (94.61%), error:      1785.19055, best error:      1724.18140 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.6783523560s, input_fired_time: 0.6304924488, output_fired_time: 0.4245855510, propagate_forward_time: 26.7666015625, propagate_backward_time: 35.8759231567, weight_update_time: 0.0815770850, other_time: 1.9807510376
epoch time: 4.9881038666s, input_fired_time: 0.0646347180, output_fired_time: 0.0000000000, propagate_forward_time: 4.6086268425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148422241
validation[          , genome  2237] predictions:    9445/  10000 (94.45%), best:    9461/10000 (94.61%), error:      1826.87695, best error:      1724.18140 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.0943298340s, input_fired_time: 0.6309586167, output_fired_time: 0.4204137921, propagate_forward_time: 26.4843101501, propagate_backward_time: 35.5834274292, weight_update_time: 0.0815110728, other_time: 1.9752235413
epoch time: 5.9874997139s, input_fired_time: 0.0775638744, output_fired_time: 0.0000000000, propagate_forward_time: 5.5444512367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654847145
validation[          , genome  2237] predictions:    9448/  10000 (94.48%), best:    9461/10000 (94.61%), error:      1748.29065, best error:      1724.18140 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.6889610291s, input_fired_time: 0.6027048826, output_fired_time: 0.3931717277, propagate_forward_time: 24.6570129395, propagate_backward_time: 33.1938934326, weight_update_time: 0.0760864839, other_time: 1.8421783447
epoch time: 5.3689908981s, input_fired_time: 0.0699133500, output_fired_time: 0.0000000000, propagate_forward_time: 4.9673485756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317289352
validation[          , genome  2237] predictions:    9447/  10000 (94.47%), best:    9461/10000 (94.61%), error:      1834.13269, best error:      1724.18140 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 58.1380157471s, input_fired_time: 0.5901823640, output_fired_time: 0.3805558980, propagate_forward_time: 23.5831069946, propagate_backward_time: 31.7835865021, weight_update_time: 0.0737104714, other_time: 1.8005847931
epoch time: 4.2070097923s, input_fired_time: 0.0605251268, output_fired_time: 0.0000000000, propagate_forward_time: 3.8761553764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703294754
validation[          , genome  2237] predictions:    9462/  10000 (94.62%), best:    9461/10000 (94.61%), error:      1769.44873, best error:      1724.18140 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.1914749146s, input_fired_time: 0.6118223071, output_fired_time: 0.3987142146, propagate_forward_time: 24.8512573242, propagate_backward_time: 33.4512901306, weight_update_time: 0.0776697993, other_time: 1.8783874512
epoch time: 6.2515296936s, input_fired_time: 0.0807544589, output_fired_time: 0.0000000000, propagate_forward_time: 5.7905573845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802180290
validation[          , genome  2237] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1723.51147, best error:      1723.51147 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 58.4550743103s, input_fired_time: 0.5945054889, output_fired_time: 0.3850767314, propagate_forward_time: 23.6832504272, propagate_backward_time: 31.9856681824, weight_update_time: 0.0741670951, other_time: 1.8065719604
epoch time: 4.4514966011s, input_fired_time: 0.0653301105, output_fired_time: 0.0000000000, propagate_forward_time: 4.0903639793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958025932
validation[          , genome  2237] predictions:    9465/  10000 (94.65%), best:    9467/10000 (94.67%), error:      1749.08008, best error:      1723.51147 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.7207489014s, input_fired_time: 0.5926161408, output_fired_time: 0.3791867197, propagate_forward_time: 23.2854290009, propagate_backward_time: 31.6451950073, weight_update_time: 0.0739986151, other_time: 1.8183212280
epoch time: 5.8999004364s, input_fired_time: 0.0771812275, output_fired_time: 0.0000000000, propagate_forward_time: 5.4618749619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608441353
validation[          , genome  2237] predictions:    9436/  10000 (94.36%), best:    9467/10000 (94.67%), error:      1830.61145, best error:      1723.51147 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.3362007141s, input_fired_time: 0.5623189807, output_fired_time: 0.3603000939, propagate_forward_time: 21.8938865662, propagate_backward_time: 29.8639240265, weight_update_time: 0.0676185042, other_time: 1.6557674408
epoch time: 4.7277364731s, input_fired_time: 0.0643378273, output_fired_time: 0.0000000000, propagate_forward_time: 4.3683094978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950892448
validation[          , genome  2237] predictions:    9443/  10000 (94.43%), best:    9467/10000 (94.67%), error:      1814.79224, best error:      1723.51147 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 54.3198699951s, input_fired_time: 0.5628025532, output_fired_time: 0.3604259491, propagate_forward_time: 21.9274902344, propagate_backward_time: 29.8183326721, weight_update_time: 0.0675778314, other_time: 1.6508216858
epoch time: 4.6660022736s, input_fired_time: 0.0629296303, output_fired_time: 0.0000000000, propagate_forward_time: 4.3094153404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936573029
validation[          , genome  2237] predictions:    9454/  10000 (94.54%), best:    9467/10000 (94.67%), error:      1767.42053, best error:      1723.51147 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.6255149841s, input_fired_time: 0.5584614873, output_fired_time: 0.3574498892, propagate_forward_time: 21.6250152588, propagate_backward_time: 29.4609966278, weight_update_time: 0.0663889498, other_time: 1.6235942841
epoch time: 4.7077755928s, input_fired_time: 0.0640436709, output_fired_time: 0.0000000000, propagate_forward_time: 4.3497509956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939810753
validation[          , genome  2237] predictions:    9479/  10000 (94.79%), best:    9479/10000 (94.79%), error:      1665.00195, best error:      1665.00195 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 58.1055641174s, input_fired_time: 0.5886094570, output_fired_time: 0.3820324242, propagate_forward_time: 23.5516357422, propagate_backward_time: 31.8305377960, weight_update_time: 0.0728085265, other_time: 1.7527484894
epoch time: 5.3301157951s, input_fired_time: 0.0696666837, output_fired_time: 0.0000000000, propagate_forward_time: 4.9312319756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292169571
validation[          , genome  2237] predictions:    9452/  10000 (94.52%), best:    9479/10000 (94.79%), error:      1803.76794, best error:      1665.00195 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.5956077576s, input_fired_time: 0.6221371293, output_fired_time: 0.4065408111, propagate_forward_time: 25.4371185303, propagate_backward_time: 34.2111511230, weight_update_time: 0.0789624229, other_time: 1.9186592102
epoch time: 4.2866315842s, input_fired_time: 0.0619593672, output_fired_time: 0.0000000000, propagate_forward_time: 3.9451315403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795407772
validation[          , genome  2237] predictions:    9431/  10000 (94.31%), best:    9479/10000 (94.79%), error:      1848.13318, best error:      1665.00195 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.6945953369s, input_fired_time: 0.5710787177, output_fired_time: 0.3555272818, propagate_forward_time: 21.6093463898, propagate_backward_time: 29.4501647949, weight_update_time: 0.0687138513, other_time: 1.7084789276
epoch time: 5.2399382591s, input_fired_time: 0.0693930760, output_fired_time: 0.0000000000, propagate_forward_time: 4.8437542915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267908096
validation[          , genome  2237] predictions:    9435/  10000 (94.35%), best:    9479/10000 (94.79%), error:      1866.73071, best error:      1665.00195 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.2656898499s, input_fired_time: 0.5988079906, output_fired_time: 0.3930771053, propagate_forward_time: 24.4343395233, propagate_backward_time: 32.9899826050, weight_update_time: 0.0745867044, other_time: 1.8494796753
epoch time: 4.6702542305s, input_fired_time: 0.0643688664, output_fired_time: 0.0000000000, propagate_forward_time: 4.3086328506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972526550
validation[          , genome  2237] predictions:    9475/  10000 (94.75%), best:    9479/10000 (94.79%), error:      1714.03516, best error:      1665.00195 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 58.9140701294s, input_fired_time: 0.5902558565, output_fired_time: 0.3832815588, propagate_forward_time: 23.8979492188, propagate_backward_time: 32.2231864929, weight_update_time: 0.0732282624, other_time: 1.8193969727
epoch time: 4.9146876335s, input_fired_time: 0.0660724342, output_fired_time: 0.0000000000, propagate_forward_time: 4.5357756615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128395081
validation[          , genome  2237] predictions:    9462/  10000 (94.62%), best:    9479/10000 (94.79%), error:      1698.10400, best error:      1665.00195 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.5055694580s, input_fired_time: 0.6199454665, output_fired_time: 0.4096161127, propagate_forward_time: 25.4412631989, propagate_backward_time: 34.1326408386, weight_update_time: 0.0781099424, other_time: 1.9021034241
epoch time: 5.7640151978s, input_fired_time: 0.0764945969, output_fired_time: 0.0000000000, propagate_forward_time: 5.3262963295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612241745
validation[          , genome  2237] predictions:    9420/  10000 (94.20%), best:    9479/10000 (94.79%), error:      1856.40063, best error:      1665.00195 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 58.2840347290s, input_fired_time: 0.6038770676, output_fired_time: 0.3819803894, propagate_forward_time: 23.5062999725, propagate_backward_time: 31.9515876770, weight_update_time: 0.0745319799, other_time: 1.8402900696
epoch time: 4.1227588654s, input_fired_time: 0.0628989786, output_fired_time: 0.0000000000, propagate_forward_time: 3.7807383537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791213989
validation[          , genome  2237] predictions:    9462/  10000 (94.62%), best:    9479/10000 (94.79%), error:      1701.38989, best error:      1665.00195 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.9824523926s, input_fired_time: 0.6414766908, output_fired_time: 0.4244238436, propagate_forward_time: 26.9440879822, propagate_backward_time: 35.9884567261, weight_update_time: 0.0817060918, other_time: 1.9840049744
epoch time: 5.8714771271s, input_fired_time: 0.0753989816, output_fired_time: 0.0000000000, propagate_forward_time: 5.4419164658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541617393
validation[          , genome  2237] predictions:    9465/  10000 (94.65%), best:    9479/10000 (94.79%), error:      1733.01941, best error:      1665.00195 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.0334930420s, input_fired_time: 0.6326887608, output_fired_time: 0.4194729328, propagate_forward_time: 26.5108489990, propagate_backward_time: 35.5118255615, weight_update_time: 0.0808310285, other_time: 1.9586563110
epoch time: 5.7494902611s, input_fired_time: 0.0748943612, output_fired_time: 0.0000000000, propagate_forward_time: 5.3180174828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565783501
validation[          , genome  2237] predictions:    9476/  10000 (94.76%), best:    9479/10000 (94.79%), error:      1684.27271, best error:      1665.00195 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.4590797424s, input_fired_time: 0.6215889454, output_fired_time: 0.3990869522, propagate_forward_time: 24.9230327606, propagate_backward_time: 33.6208610535, weight_update_time: 0.0780977234, other_time: 1.8945121765
epoch time: 4.1406798363s, input_fired_time: 0.0628428236, output_fired_time: 0.0000000000, propagate_forward_time: 3.8024799824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753570080
validation[          , genome  2237] predictions:    9468/  10000 (94.68%), best:    9479/10000 (94.79%), error:      1700.58691, best error:      1665.00195 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 60.9019279480s, input_fired_time: 0.6040754914, output_fired_time: 0.3958873451, propagate_forward_time: 24.6878967285, propagate_backward_time: 33.3786964417, weight_update_time: 0.0754453689, other_time: 1.8353729248
epoch time: 5.0010871887s, input_fired_time: 0.0676717088, output_fired_time: 0.0000000000, propagate_forward_time: 4.6186323166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147830963
validation[          , genome  2237] predictions:    9451/  10000 (94.51%), best:    9479/10000 (94.79%), error:      1786.64514, best error:      1665.00195 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 59.1728172302s, input_fired_time: 0.5995771289, output_fired_time: 0.3929306567, propagate_forward_time: 23.9033088684, propagate_backward_time: 32.4605674744, weight_update_time: 0.0746301860, other_time: 1.8164329529
epoch time: 4.3296751976s, input_fired_time: 0.0620132051, output_fired_time: 0.0000000000, propagate_forward_time: 3.9865152836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811467648
validation[          , genome  2237] predictions:    9440/  10000 (94.40%), best:    9479/10000 (94.79%), error:      1764.04248, best error:      1665.00195 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.0085296631s, input_fired_time: 0.5523453355, output_fired_time: 0.3379451632, propagate_forward_time: 20.0260715485, propagate_backward_time: 27.4753818512, weight_update_time: 0.0650492907, other_time: 1.6167869568
epoch time: 4.4845304489s, input_fired_time: 0.0664544031, output_fired_time: 0.0000000000, propagate_forward_time: 4.1254849434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925910950
validation[          , genome  2237] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1664.40564, best error:      1664.40564 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.9720115662s, input_fired_time: 0.5916209221, output_fired_time: 0.3779896200, propagate_forward_time: 23.4629249573, propagate_backward_time: 31.7705326080, weight_update_time: 0.0721377060, other_time: 1.7689418793
epoch time: 4.1421036720s, input_fired_time: 0.0623367168, output_fired_time: 0.0000000000, propagate_forward_time: 3.7999606133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798061371
validation[          , genome  2237] predictions:    9459/  10000 (94.59%), best:    9480/10000 (94.80%), error:      1703.60132, best error:      1664.40564 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.7912101746s, input_fired_time: 0.5533009768, output_fired_time: 0.3332114518, propagate_forward_time: 19.8727111816, propagate_backward_time: 27.4276828766, weight_update_time: 0.0650045946, other_time: 1.6043033600
epoch time: 4.3614168167s, input_fired_time: 0.0651500523, output_fired_time: 0.0000000000, propagate_forward_time: 4.0087628365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875037193
validation[          , genome  2237] predictions:    9457/  10000 (94.57%), best:    9480/10000 (94.80%), error:      1733.16443, best error:      1664.40564 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.0102615356s, input_fired_time: 0.5569534898, output_fired_time: 0.3365536034, propagate_forward_time: 20.0300083160, propagate_backward_time: 27.4637165070, weight_update_time: 0.0651015043, other_time: 1.6230278015
epoch time: 4.2015504837s, input_fired_time: 0.0612162910, output_fired_time: 0.0000000000, propagate_forward_time: 3.8669440746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733900547
validation[          , genome  2237] predictions:    9430/  10000 (94.30%), best:    9480/10000 (94.80%), error:      1787.44983, best error:      1664.40564 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 50.2665901184s, input_fired_time: 0.5574837923, output_fired_time: 0.3380075395, propagate_forward_time: 20.1236839294, propagate_backward_time: 27.6084308624, weight_update_time: 0.0658461004, other_time: 1.6389827728
epoch time: 4.3832936287s, input_fired_time: 0.0630421937, output_fired_time: 0.0000000000, propagate_forward_time: 4.0373063087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829451561
validation[          , genome  2237] predictions:    9399/  10000 (93.99%), best:    9480/10000 (94.80%), error:      2027.17517, best error:      1664.40564 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 50.7474861145s, input_fired_time: 0.5617833138, output_fired_time: 0.3421173394, propagate_forward_time: 20.3740921021, propagate_backward_time: 27.8175773621, weight_update_time: 0.0655432716, other_time: 1.6519165039
epoch time: 4.2159800529s, input_fired_time: 0.0613973513, output_fired_time: 0.0000000000, propagate_forward_time: 3.8811860085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733964920
validation[          , genome  2237] predictions:    9451/  10000 (94.51%), best:    9480/10000 (94.80%), error:      1776.74829, best error:      1664.40564 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.0105323792s, input_fired_time: 0.5655999184, output_fired_time: 0.3474804759, propagate_forward_time: 20.8214244843, propagate_backward_time: 28.6070060730, weight_update_time: 0.0675012842, other_time: 1.6690196991
epoch time: 6.2450857162s, input_fired_time: 0.0816496238, output_fired_time: 0.0000000000, propagate_forward_time: 5.7830734253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803625107
validation[          , genome  2237] predictions:    9443/  10000 (94.43%), best:    9480/10000 (94.80%), error:      1794.35315, best error:      1664.40564 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.9574127197s, input_fired_time: 0.6312162280, output_fired_time: 0.4084363878, propagate_forward_time: 25.6473751068, propagate_backward_time: 34.3299026489, weight_update_time: 0.0799664482, other_time: 1.9404830933
epoch time: 6.2464566231s, input_fired_time: 0.0819348022, output_fired_time: 0.0000000000, propagate_forward_time: 5.7855448723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789768219
validation[          , genome  2237] predictions:    9458/  10000 (94.58%), best:    9480/10000 (94.80%), error:      1712.25269, best error:      1664.40564 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.6431007385s, input_fired_time: 0.5633946061, output_fired_time: 0.3393313885, propagate_forward_time: 20.3129482269, propagate_backward_time: 27.7525100708, weight_update_time: 0.0664821193, other_time: 1.6749134064
epoch time: 4.3126091957s, input_fired_time: 0.0634886622, output_fired_time: 0.0000000000, propagate_forward_time: 3.9682984352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808222771
validation[          , genome  2237] predictions:    9471/  10000 (94.71%), best:    9480/10000 (94.80%), error:      1686.71704, best error:      1664.40564 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 60.3516349792s, input_fired_time: 0.6163626909, output_fired_time: 0.3926815391, propagate_forward_time: 24.4945411682, propagate_backward_time: 32.9856224060, weight_update_time: 0.0766704679, other_time: 1.8624267578
epoch time: 4.3367795944s, input_fired_time: 0.0641024709, output_fired_time: 0.0000000000, propagate_forward_time: 3.9900994301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825775146
validation[          , genome  2237] predictions:    9466/  10000 (94.66%), best:    9480/10000 (94.80%), error:      1722.22205, best error:      1664.40564 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.2382774353s, input_fired_time: 0.5667014122, output_fired_time: 0.3410563171, propagate_forward_time: 20.5285320282, propagate_backward_time: 28.1255073547, weight_update_time: 0.0668372363, other_time: 1.6764812469
epoch time: 4.2678904533s, input_fired_time: 0.0636479333, output_fired_time: 0.0000000000, propagate_forward_time: 3.9267041683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775385380
validation[          , genome  2237] predictions:    9464/  10000 (94.64%), best:    9480/10000 (94.80%), error:      1688.86426, best error:      1664.40564 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.1261215210s, input_fired_time: 0.5593251586, output_fired_time: 0.3367604315, propagate_forward_time: 20.0703716278, propagate_backward_time: 27.5237064362, weight_update_time: 0.0655345023, other_time: 1.6359558105
epoch time: 4.2278456688s, input_fired_time: 0.0624225028, output_fired_time: 0.0000000000, propagate_forward_time: 3.8931772709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722461224
validation[          , genome  2237] predictions:    9410/  10000 (94.10%), best:    9480/10000 (94.80%), error:      1920.04858, best error:      1664.40564 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.1206436157s, input_fired_time: 0.5665081739, output_fired_time: 0.3461511731, propagate_forward_time: 20.5051956177, propagate_backward_time: 28.0193653107, weight_update_time: 0.0660864711, other_time: 1.6834239960
epoch time: 4.5369219780s, input_fired_time: 0.0660873055, output_fired_time: 0.0000000000, propagate_forward_time: 4.1758537292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949810028
validation[          , genome  2237] predictions:    9446/  10000 (94.46%), best:    9480/10000 (94.80%), error:      1724.90527, best error:      1664.40564 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.4021453857s, input_fired_time: 0.5730584264, output_fired_time: 0.3520759940, propagate_forward_time: 21.0362434387, propagate_backward_time: 28.7160396576, weight_update_time: 0.0672632605, other_time: 1.7247257233
epoch time: 4.3615927696s, input_fired_time: 0.0664224178, output_fired_time: 0.0000000000, propagate_forward_time: 3.9974582195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977120876
validation[          , genome  2237] predictions:    9456/  10000 (94.56%), best:    9480/10000 (94.80%), error:      1726.19775, best error:      1664.40564 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 50.7447280884s, input_fired_time: 0.5622071028, output_fired_time: 0.3418315649, propagate_forward_time: 20.3485260010, propagate_backward_time: 27.7929897308, weight_update_time: 0.0658976138, other_time: 1.6991748810
epoch time: 4.3550310135s, input_fired_time: 0.0649599954, output_fired_time: 0.0000000000, propagate_forward_time: 4.0069556236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831153870
validation[          , genome  2237] predictions:    9486/  10000 (94.86%), best:    9480/10000 (94.80%), error:      1669.70398, best error:      1664.40564 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.3594322205s, input_fired_time: 0.5563074946, output_fired_time: 0.3343344629, propagate_forward_time: 19.7236690521, propagate_backward_time: 27.0954875946, weight_update_time: 0.0649571195, other_time: 1.6496315002
epoch time: 4.2977008820s, input_fired_time: 0.0637833476, output_fired_time: 0.0000000000, propagate_forward_time: 3.9522702694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816474438
validation[          , genome  2237] predictions:    9447/  10000 (94.47%), best:    9480/10000 (94.80%), error:      1773.81750, best error:      1664.40564 on epoch:    85, 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: 22.3141326904s, input_fired_time: 0.3278538883, output_fired_time: 0.0000000000, propagate_forward_time: 20.4751014709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5111770630
best training[          , genome  2237] predictions:   48407/  50000 (96.81%), best:    9480/10000 (94.80%), error:      5730.28516, best error:      1664.40564 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.5500149727s, input_fired_time: 0.0645639524, output_fired_time: 0.0000000000, propagate_forward_time: 4.1761608124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092904091
   testing[          , genome  2237] predictions:    9573/  10000 (95.73%), best:    9480/10000 (94.80%), error:      1478.45117, best error:      1664.40564 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:25:22 (40470): called boinc_finish(0)

</stderr_txt>
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