Nameexact_genome_1512568488_41_5595_1
Workunit2599227
Created7 Dec 2017, 15:31:25 UTC
Sent7 Dec 2017, 15:36:28 UTC
Report deadline14 Dec 2017, 10:45:48 UTC
Received8 Dec 2017, 17:56:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time3 hours 20 min 35 sec
CPU time3 hours 20 min 3 sec
Validate stateValid
Credit1,699.54
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.92 MB
Peak swap size151.42 MB
Peak disk usage1.04 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 108.6401596069s, input_fired_time: 0.7996681333, output_fired_time: 0.6403691173, propagate_forward_time: 42.1027221680, propagate_backward_time: 63.1111297607, weight_update_time: 0.1226856709, other_time: 1.9862747192
epoch time: 9.0107564926s, input_fired_time: 0.0929487795, output_fired_time: 0.0000000000, propagate_forward_time: 8.5468273163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709802628
validation[          , genome  5595] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1088.58093, best error:      1088.58093 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 109.8458099365s, input_fired_time: 0.8027425408, output_fired_time: 0.6301893592, propagate_forward_time: 42.9101371765, propagate_backward_time: 63.5032272339, weight_update_time: 0.1232513934, other_time: 1.9995193481
epoch time: 8.9572458267s, input_fired_time: 0.0907659084, output_fired_time: 0.0000000000, propagate_forward_time: 8.5056428909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608369827
validation[          , genome  5595] predictions:    9636/  10000 (96.36%), best:    9694/10000 (96.94%), error:      1253.56079, best error:      1088.58093 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 109.6754760742s, input_fired_time: 0.8032690883, output_fired_time: 0.6280812025, propagate_forward_time: 42.6669273376, propagate_backward_time: 63.5818023682, weight_update_time: 0.1229936481, other_time: 1.9953918457
epoch time: 8.9243402481s, input_fired_time: 0.0907995105, output_fired_time: 0.0000000000, propagate_forward_time: 8.4747400284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588008881
validation[          , genome  5595] predictions:    9626/  10000 (96.26%), best:    9694/10000 (96.94%), error:      1293.68591, best error:      1088.58093 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 109.4171752930s, input_fired_time: 0.8047391772, output_fired_time: 0.6304818988, propagate_forward_time: 42.5382194519, propagate_backward_time: 63.4510726929, weight_update_time: 0.1240303367, other_time: 1.9926528931
epoch time: 8.9102830887s, input_fired_time: 0.0910651386, output_fired_time: 0.0000000000, propagate_forward_time: 8.4581995010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610181808
validation[          , genome  5595] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1073.89490, best error:      1073.89490 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 109.7620315552s, input_fired_time: 0.8290675282, output_fired_time: 0.6406414509, propagate_forward_time: 42.5221023560, propagate_backward_time: 63.7540931702, weight_update_time: 0.1240532622, other_time: 2.0161247253
epoch time: 8.8898801804s, input_fired_time: 0.0910456032, output_fired_time: 0.0000000000, propagate_forward_time: 8.4392700195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595647812
validation[          , genome  5595] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1064.73328, best error:      1064.73328 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 110.6558380127s, input_fired_time: 0.8198075294, output_fired_time: 0.6651530862, propagate_forward_time: 42.4176025391, propagate_backward_time: 64.6371765137, weight_update_time: 0.1275491416, other_time: 2.1160964966
epoch time: 8.8514070511s, input_fired_time: 0.0913319364, output_fired_time: 0.0000000000, propagate_forward_time: 8.4027252197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573503494
validation[          , genome  5595] predictions:    9671/  10000 (96.71%), best:    9679/10000 (96.79%), error:      1125.40454, best error:      1064.73328 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.7737197876s, input_fired_time: 0.8033050895, output_fired_time: 0.6345352530, propagate_forward_time: 42.0916824341, propagate_backward_time: 63.2441711426, weight_update_time: 0.1239746064, other_time: 2.0000228882
epoch time: 8.8427152634s, input_fired_time: 0.0916850567, output_fired_time: 0.0000000000, propagate_forward_time: 8.3918085098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592214584
validation[          , genome  5595] predictions:    9637/  10000 (96.37%), best:    9679/10000 (96.79%), error:      1298.49158, best error:      1064.73328 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 109.2650451660s, input_fired_time: 0.8062928915, output_fired_time: 0.6328235865, propagate_forward_time: 42.3881797791, propagate_backward_time: 63.4437561035, weight_update_time: 0.1235698611, other_time: 1.9940032959
epoch time: 9.0832033157s, input_fired_time: 0.0925267786, output_fired_time: 0.0000000000, propagate_forward_time: 8.6307592392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599176407
validation[          , genome  5595] predictions:    9681/  10000 (96.81%), best:    9679/10000 (96.79%), error:      1070.80603, best error:      1064.73328 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.7466125488s, input_fired_time: 0.8054512143, output_fired_time: 0.6337881088, propagate_forward_time: 42.1403160095, propagate_backward_time: 63.1696052551, weight_update_time: 0.1236688197, other_time: 1.9974479675
epoch time: 8.9832401276s, input_fired_time: 0.0915820003, output_fired_time: 0.0000000000, propagate_forward_time: 8.5318517685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598060608
validation[          , genome  5595] predictions:    9624/  10000 (96.24%), best:    9679/10000 (96.79%), error:      1240.84253, best error:      1064.73328 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.9887619019s, input_fired_time: 0.8076654673, output_fired_time: 0.6369016767, propagate_forward_time: 42.2531089783, propagate_backward_time: 63.2945556641, weight_update_time: 0.1238985285, other_time: 1.9965362549
epoch time: 8.8445672989s, input_fired_time: 0.0918590277, output_fired_time: 0.0000000000, propagate_forward_time: 8.3936319351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590764999
validation[          , genome  5595] predictions:    9629/  10000 (96.29%), best:    9679/10000 (96.79%), error:      1308.37476, best error:      1064.73328 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 110.9422683716s, input_fired_time: 0.8470153809, output_fired_time: 0.6695575714, propagate_forward_time: 42.7480163574, propagate_backward_time: 64.5548095703, weight_update_time: 0.1273043752, other_time: 2.1228713989
epoch time: 9.0327425003s, input_fired_time: 0.0927501172, output_fired_time: 0.0000000000, propagate_forward_time: 8.5223302841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176616669
validation[          , genome  5595] predictions:    9441/  10000 (94.41%), best:    9679/10000 (96.79%), error:      2003.74072, best error:      1064.73328 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 109.4203186035s, input_fired_time: 0.8157220483, output_fired_time: 0.6397521496, propagate_forward_time: 42.4400253296, propagate_backward_time: 63.5101814270, weight_update_time: 0.1241919100, other_time: 2.0146369934
epoch time: 9.2326231003s, input_fired_time: 0.0914872587, output_fired_time: 0.0000000000, propagate_forward_time: 8.7622900009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788461685
validation[          , genome  5595] predictions:    9696/  10000 (96.96%), best:    9679/10000 (96.79%), error:      1087.05908, best error:      1064.73328 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 112.0136642456s, input_fired_time: 0.8349665999, output_fired_time: 0.6982822418, propagate_forward_time: 42.6224136353, propagate_backward_time: 65.5789566040, weight_update_time: 0.1314994246, other_time: 2.2790451050
epoch time: 9.0254383087s, input_fired_time: 0.0937267467, output_fired_time: 0.0000000000, propagate_forward_time: 8.5163555145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153556824
validation[          , genome  5595] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1001.65710, best error:      1001.65710 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 109.1761093140s, input_fired_time: 0.8096961379, output_fired_time: 0.6423207521, propagate_forward_time: 42.2192878723, propagate_backward_time: 63.4750671387, weight_update_time: 0.1244102791, other_time: 2.0297393799
epoch time: 8.9510002136s, input_fired_time: 0.0929051340, output_fired_time: 0.0000000000, propagate_forward_time: 8.4993534088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587417603
validation[          , genome  5595] predictions:    9664/  10000 (96.64%), best:    9695/10000 (96.95%), error:      1113.57275, best error:      1001.65710 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.3538742065s, input_fired_time: 0.8183995485, output_fired_time: 0.6553626060, propagate_forward_time: 42.5433464050, propagate_backward_time: 64.2451095581, weight_update_time: 0.1274468154, other_time: 2.0916519165
epoch time: 8.8536033630s, input_fired_time: 0.0919251442, output_fired_time: 0.0000000000, propagate_forward_time: 8.4026937485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589849472
validation[          , genome  5595] predictions:    9657/  10000 (96.57%), best:    9695/10000 (96.95%), error:      1113.43567, best error:      1001.65710 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 108.8978805542s, input_fired_time: 0.8106527925, output_fired_time: 0.6380618215, propagate_forward_time: 42.2553405762, propagate_backward_time: 63.1824722290, weight_update_time: 0.1241842061, other_time: 2.0113525391
epoch time: 9.0115594864s, input_fired_time: 0.0943577439, output_fired_time: 0.0000000000, propagate_forward_time: 8.5493640900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678379059
validation[          , genome  5595] predictions:    9668/  10000 (96.68%), best:    9695/10000 (96.95%), error:      1126.55750, best error:      1001.65710 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 109.1075897217s, input_fired_time: 0.8127992153, output_fired_time: 0.6351034045, propagate_forward_time: 42.2461395264, propagate_backward_time: 63.4182624817, weight_update_time: 0.1237454712, other_time: 1.9952888489
epoch time: 8.9434490204s, input_fired_time: 0.0930554345, output_fired_time: 0.0000000000, propagate_forward_time: 8.4888820648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615112305
validation[          , genome  5595] predictions:    9676/  10000 (96.76%), best:    9695/10000 (96.95%), error:      1096.50745, best error:      1001.65710 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 109.8557510376s, input_fired_time: 0.8187850118, output_fired_time: 0.6423450112, propagate_forward_time: 42.4679183960, propagate_backward_time: 63.8945121765, weight_update_time: 0.1255093515, other_time: 2.0321922302
epoch time: 8.9662017822s, input_fired_time: 0.0925368890, output_fired_time: 0.0000000000, propagate_forward_time: 8.5110483170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626165390
validation[          , genome  5595] predictions:    9653/  10000 (96.53%), best:    9695/10000 (96.95%), error:      1142.18115, best error:      1001.65710 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 109.5201797485s, input_fired_time: 0.8152463436, output_fired_time: 0.6382256150, propagate_forward_time: 42.5321121216, propagate_backward_time: 63.5367164612, weight_update_time: 0.1248214394, other_time: 1.9978752136
epoch time: 8.8386259079s, input_fired_time: 0.0919517279, output_fired_time: 0.0000000000, propagate_forward_time: 8.3857717514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609027863
validation[          , genome  5595] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       964.34442, best error:       964.34442 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 109.2562484741s, input_fired_time: 0.8136231303, output_fired_time: 0.6384465694, propagate_forward_time: 42.3501510620, propagate_backward_time: 63.4531211853, weight_update_time: 0.1244303435, other_time: 2.0009117126
epoch time: 8.9541435242s, input_fired_time: 0.0931087807, output_fired_time: 0.0000000000, propagate_forward_time: 8.5009756088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600587845
validation[          , genome  5595] predictions:    9683/  10000 (96.83%), best:    9702/10000 (97.02%), error:      1030.07349, best error:       964.34442 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.7244644165s, input_fired_time: 0.8280522823, output_fired_time: 0.6594802737, propagate_forward_time: 42.6951713562, propagate_backward_time: 64.4709091187, weight_update_time: 0.1270835698, other_time: 2.0708541870
epoch time: 9.1520013809s, input_fired_time: 0.0947308019, output_fired_time: 0.0000000000, propagate_forward_time: 8.6404018402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168691635
validation[          , genome  5595] predictions:    9683/  10000 (96.83%), best:    9702/10000 (97.02%), error:      1082.39124, best error:       964.34442 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.9873428345s, input_fired_time: 0.8270430565, output_fired_time: 0.6591187119, propagate_forward_time: 42.7671966553, propagate_backward_time: 64.6377792358, weight_update_time: 0.1280776560, other_time: 2.0962066650
epoch time: 9.1555442810s, input_fired_time: 0.0945987999, output_fired_time: 0.0000000000, propagate_forward_time: 8.6437005997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172449112
validation[          , genome  5595] predictions:    9697/  10000 (96.97%), best:    9702/10000 (97.02%), error:      1027.45593, best error:       964.34442 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 111.2612686157s, input_fired_time: 0.8322921395, output_fired_time: 0.6700536013, propagate_forward_time: 42.7499847412, propagate_backward_time: 64.8892364502, weight_update_time: 0.1289465576, other_time: 2.1197052002
epoch time: 8.9350881577s, input_fired_time: 0.0930871442, output_fired_time: 0.0000000000, propagate_forward_time: 8.4822769165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597240448
validation[          , genome  5595] predictions:    9723/  10000 (97.23%), best:    9702/10000 (97.02%), error:       979.16309, best error:       964.34442 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 109.5153656006s, input_fired_time: 0.8179250360, output_fired_time: 0.6372199059, propagate_forward_time: 42.4474906921, propagate_backward_time: 63.6122398376, weight_update_time: 0.1247593313, other_time: 2.0004920959
epoch time: 8.9306745529s, input_fired_time: 0.0928059891, output_fired_time: 0.0000000000, propagate_forward_time: 8.4786128998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592557907
validation[          , genome  5595] predictions:    9667/  10000 (96.67%), best:    9702/10000 (97.02%), error:      1091.24390, best error:       964.34442 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 109.6363449097s, input_fired_time: 0.8163179159, output_fired_time: 0.6357529163, propagate_forward_time: 42.5385437012, propagate_backward_time: 63.6485633850, weight_update_time: 0.1246516183, other_time: 1.9971733093
epoch time: 8.9739980698s, input_fired_time: 0.0932378843, output_fired_time: 0.0000000000, propagate_forward_time: 8.5216789246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590812683
validation[          , genome  5595] predictions:    9700/  10000 (97.00%), best:    9702/10000 (97.02%), error:       985.51410, best error:       964.34442 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 109.4600372314s, input_fired_time: 0.8188434839, output_fired_time: 0.6386016607, propagate_forward_time: 42.4541320801, propagate_backward_time: 63.5547447205, weight_update_time: 0.1244862229, other_time: 1.9937171936
epoch time: 8.9396476746s, input_fired_time: 0.0936661884, output_fired_time: 0.0000000000, propagate_forward_time: 8.4854011536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605804443
validation[          , genome  5595] predictions:    9665/  10000 (96.65%), best:    9702/10000 (97.02%), error:      1097.93872, best error:       964.34442 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 109.7481613159s, input_fired_time: 0.8196111917, output_fired_time: 0.6408707500, propagate_forward_time: 42.5448303223, propagate_backward_time: 63.7487335205, weight_update_time: 0.1242682189, other_time: 1.9941177368
epoch time: 9.0247087479s, input_fired_time: 0.0943521410, output_fired_time: 0.0000000000, propagate_forward_time: 8.5525007248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778562546
validation[          , genome  5595] predictions:    9593/  10000 (95.93%), best:    9702/10000 (97.02%), error:      1294.74023, best error:       964.34442 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.2367553711s, input_fired_time: 0.8153973818, output_fired_time: 0.6600217819, propagate_forward_time: 42.3502159119, propagate_backward_time: 63.4036102295, weight_update_time: 0.1236436218, other_time: 2.0075073242
epoch time: 8.8762922287s, input_fired_time: 0.0938343555, output_fired_time: 0.0000000000, propagate_forward_time: 8.4239053726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585529327
validation[          , genome  5595] predictions:    9700/  10000 (97.00%), best:    9702/10000 (97.02%), error:       995.30115, best error:       964.34442 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.8653182983s, input_fired_time: 0.8139843941, output_fired_time: 0.6345300674, propagate_forward_time: 42.1888771057, propagate_backward_time: 63.2300796509, weight_update_time: 0.1233135164, other_time: 1.9978408813
epoch time: 8.8526926041s, input_fired_time: 0.0941600874, output_fired_time: 0.0000000000, propagate_forward_time: 8.3976860046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608465195
validation[          , genome  5595] predictions:    9604/  10000 (96.04%), best:    9702/10000 (97.02%), error:      1321.07935, best error:       964.34442 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 108.7776260376s, input_fired_time: 0.8145748377, output_fired_time: 0.6334742904, propagate_forward_time: 42.0715522766, propagate_backward_time: 63.2654495239, weight_update_time: 0.1231678277, other_time: 1.9925765991
epoch time: 8.8554191589s, input_fired_time: 0.0943234339, output_fired_time: 0.0000000000, propagate_forward_time: 8.4016704559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594255447
validation[          , genome  5595] predictions:    9675/  10000 (96.75%), best:    9702/10000 (97.02%), error:      1103.11243, best error:       964.34442 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.9080886841s, input_fired_time: 0.8190710545, output_fired_time: 0.6352388859, propagate_forward_time: 42.2858505249, propagate_backward_time: 63.1744575500, weight_update_time: 0.1234224364, other_time: 1.9934730530
epoch time: 8.8661651611s, input_fired_time: 0.0946601629, output_fired_time: 0.0000000000, propagate_forward_time: 8.4124593735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590459824
validation[          , genome  5595] predictions:    9713/  10000 (97.13%), best:    9702/10000 (97.02%), error:       969.79028, best error:       964.34442 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.4380722046s, input_fired_time: 0.8199173212, output_fired_time: 0.6377676129, propagate_forward_time: 42.3609428406, propagate_backward_time: 63.6246376038, weight_update_time: 0.1243987530, other_time: 1.9948081970
epoch time: 8.9461784363s, input_fired_time: 0.0941437259, output_fired_time: 0.0000000000, propagate_forward_time: 8.4930334091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590011597
validation[          , genome  5595] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       949.67389, best error:       949.67389 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.7307968140s, input_fired_time: 0.8224083185, output_fired_time: 0.6361652613, propagate_forward_time: 42.6111183167, propagate_backward_time: 63.6680946350, weight_update_time: 0.1245778725, other_time: 1.9930076599
epoch time: 8.9698581696s, input_fired_time: 0.0946571454, output_fired_time: 0.0000000000, propagate_forward_time: 8.5160369873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591642380
validation[          , genome  5595] predictions:    9718/  10000 (97.18%), best:    9720/10000 (97.20%), error:       969.27277, best error:       949.67389 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 109.6603927612s, input_fired_time: 0.8229216933, output_fired_time: 0.6360215545, propagate_forward_time: 42.5799674988, propagate_backward_time: 63.6241683960, weight_update_time: 0.1246832311, other_time: 1.9973068237
epoch time: 8.9459323883s, input_fired_time: 0.0947841257, output_fired_time: 0.0000000000, propagate_forward_time: 8.4914941788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596544266
validation[          , genome  5595] predictions:    9719/  10000 (97.19%), best:    9720/10000 (97.20%), error:       962.92395, best error:       949.67389 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 109.3104324341s, input_fired_time: 0.8218021989, output_fired_time: 0.6375107169, propagate_forward_time: 42.3581047058, propagate_backward_time: 63.4912147522, weight_update_time: 0.1241680607, other_time: 2.0017967224
epoch time: 8.9344587326s, input_fired_time: 0.0951187909, output_fired_time: 0.0000000000, propagate_forward_time: 8.4790935516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602466583
validation[          , genome  5595] predictions:    9683/  10000 (96.83%), best:    9720/10000 (97.20%), error:      1024.31372, best error:       949.67389 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 108.6501388550s, input_fired_time: 0.8192026019, output_fired_time: 0.6365039349, propagate_forward_time: 42.0799865723, propagate_backward_time: 63.1192665100, weight_update_time: 0.1231781095, other_time: 1.9951744080
epoch time: 8.8357362747s, input_fired_time: 0.0939414799, output_fired_time: 0.0000000000, propagate_forward_time: 8.3829984665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587961197
validation[          , genome  5595] predictions:    9646/  10000 (96.46%), best:    9720/10000 (97.20%), error:      1145.82288, best error:       949.67389 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 108.4197235107s, input_fired_time: 0.8180394769, output_fired_time: 0.6359716058, propagate_forward_time: 41.9545059204, propagate_backward_time: 63.0186424255, weight_update_time: 0.1232959256, other_time: 1.9925651550
epoch time: 8.8594465256s, input_fired_time: 0.0942392796, output_fired_time: 0.0000000000, propagate_forward_time: 8.4047002792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605070114
validation[          , genome  5595] predictions:    9713/  10000 (97.13%), best:    9720/10000 (97.20%), error:       963.51605, best error:       949.67389 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.2474060059s, input_fired_time: 0.8364051580, output_fired_time: 0.6662577987, propagate_forward_time: 42.7811546326, propagate_backward_time: 64.8384552002, weight_update_time: 0.1286069900, other_time: 2.1251373291
epoch time: 9.2837514877s, input_fired_time: 0.0959601253, output_fired_time: 0.0000000000, propagate_forward_time: 8.7461700439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416217804
validation[          , genome  5595] predictions:    9670/  10000 (96.70%), best:    9720/10000 (97.20%), error:      1138.31665, best error:       949.67389 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 110.3722763062s, input_fired_time: 0.8329355717, output_fired_time: 0.6617810726, propagate_forward_time: 42.4536819458, propagate_backward_time: 64.3397903442, weight_update_time: 0.1267428994, other_time: 2.0840835571
epoch time: 9.0378885269s, input_fired_time: 0.0953597724, output_fired_time: 0.0000000000, propagate_forward_time: 8.5239953995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185333252
validation[          , genome  5595] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:       975.47766, best error:       949.67389 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 110.8857879639s, input_fired_time: 0.8389852643, output_fired_time: 0.6746498346, propagate_forward_time: 42.5095024109, propagate_backward_time: 64.7091217041, weight_update_time: 0.1289691627, other_time: 2.1535339355
epoch time: 8.9722967148s, input_fired_time: 0.0943011716, output_fired_time: 0.0000000000, propagate_forward_time: 8.5163488388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616466522
validation[          , genome  5595] predictions:    9692/  10000 (96.92%), best:    9720/10000 (97.20%), error:      1004.01947, best error:       949.67389 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 109.6729888916s, input_fired_time: 0.8274224997, output_fired_time: 0.6388118267, propagate_forward_time: 42.5338134766, propagate_backward_time: 63.6806907654, weight_update_time: 0.1246247217, other_time: 1.9922523499
epoch time: 9.1354284286s, input_fired_time: 0.0949944332, output_fired_time: 0.0000000000, propagate_forward_time: 8.6799697876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604640961
validation[          , genome  5595] predictions:    9709/  10000 (97.09%), best:    9720/10000 (97.20%), error:       966.66980, best error:       949.67389 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.2776641846s, input_fired_time: 0.8347483277, output_fired_time: 0.6417317390, propagate_forward_time: 42.6505088806, propagate_backward_time: 64.1424789429, weight_update_time: 0.1239411384, other_time: 2.0082015991
epoch time: 8.8531856537s, input_fired_time: 0.0956535041, output_fired_time: 0.0000000000, propagate_forward_time: 8.3997478485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577842712
validation[          , genome  5595] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       977.61066, best error:       949.67389 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 109.5431747437s, input_fired_time: 0.8267312050, output_fired_time: 0.6361006498, propagate_forward_time: 42.6500434875, propagate_backward_time: 63.4327087402, weight_update_time: 0.1238358170, other_time: 1.9975891113
epoch time: 8.9594430923s, input_fired_time: 0.0946395919, output_fired_time: 0.0000000000, propagate_forward_time: 8.5058116913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589916229
validation[          , genome  5595] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:       986.21057, best error:       949.67389 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 112.7986450195s, input_fired_time: 0.8518252373, output_fired_time: 0.6897533536, propagate_forward_time: 43.0283470154, propagate_backward_time: 66.0118331909, weight_update_time: 0.1317529529, other_time: 2.2168960571
epoch time: 9.1603670120s, input_fired_time: 0.0960681066, output_fired_time: 0.0000000000, propagate_forward_time: 8.6457014084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185972214
validation[          , genome  5595] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:      1036.39001, best error:       949.67389 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 113.6753768921s, input_fired_time: 0.8601211905, output_fired_time: 0.7073882222, propagate_forward_time: 43.1724472046, propagate_backward_time: 66.6579971313, weight_update_time: 0.1344204396, other_time: 2.2774200439
epoch time: 9.1451101303s, input_fired_time: 0.0969068632, output_fired_time: 0.0000000000, propagate_forward_time: 8.6310567856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171466827
validation[          , genome  5595] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       942.09149, best error:       942.09149 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 112.3626708984s, input_fired_time: 0.8517389894, output_fired_time: 0.6869156361, propagate_forward_time: 42.9374961853, propagate_backward_time: 65.6963577271, weight_update_time: 0.1311737299, other_time: 2.1901626587
epoch time: 8.9375419617s, input_fired_time: 0.0952026471, output_fired_time: 0.0000000000, propagate_forward_time: 8.4826946259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596448898
validation[          , genome  5595] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:       971.88275, best error:       942.09149 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.3262634277s, input_fired_time: 0.8265414238, output_fired_time: 0.6390455365, propagate_forward_time: 42.3964691162, propagate_backward_time: 63.4734497070, weight_update_time: 0.1244807467, other_time: 1.9907608032
epoch time: 8.9388074875s, input_fired_time: 0.0952364579, output_fired_time: 0.0000000000, propagate_forward_time: 8.4842729568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592977524
validation[          , genome  5595] predictions:    9698/  10000 (96.98%), best:    9714/10000 (97.14%), error:      1032.62866, best error:       942.09149 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 109.3393173218s, input_fired_time: 0.8294391632, output_fired_time: 0.6378104091, propagate_forward_time: 42.3715400696, propagate_backward_time: 63.5075454712, weight_update_time: 0.1245354414, other_time: 1.9929885864
epoch time: 8.9050245285s, input_fired_time: 0.0951105207, output_fired_time: 0.0000000000, propagate_forward_time: 8.4492330551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606805801
validation[          , genome  5595] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       859.94104, best error:       859.94104 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 109.0025787354s, input_fired_time: 0.8269775510, output_fired_time: 0.6321240664, propagate_forward_time: 42.2411956787, propagate_backward_time: 63.3037910461, weight_update_time: 0.1243488491, other_time: 1.9984855652
epoch time: 8.9041061401s, input_fired_time: 0.0953057334, output_fired_time: 0.0000000000, propagate_forward_time: 8.4490690231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597316742
validation[          , genome  5595] predictions:    9704/  10000 (97.04%), best:    9743/10000 (97.43%), error:       958.17224, best error:       859.94104 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 109.4653930664s, input_fired_time: 0.8285966516, output_fired_time: 0.6344326138, propagate_forward_time: 42.4914360046, propagate_backward_time: 63.5115470886, weight_update_time: 0.1243301332, other_time: 1.9993782043
epoch time: 8.9555826187s, input_fired_time: 0.0954295397, output_fired_time: 0.0000000000, propagate_forward_time: 8.5001306534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600225449
validation[          , genome  5595] predictions:    9701/  10000 (97.01%), best:    9743/10000 (97.43%), error:      1011.78082, best error:       859.94104 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.2727355957s, input_fired_time: 0.8343017697, output_fired_time: 0.6463729739, propagate_forward_time: 42.5447502136, propagate_backward_time: 64.2112960815, weight_update_time: 0.1304123104, other_time: 2.0360183716
epoch time: 8.8599939346s, input_fired_time: 0.0966122746, output_fired_time: 0.0000000000, propagate_forward_time: 8.4041728973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592090607
validation[          , genome  5595] predictions:    9713/  10000 (97.13%), best:    9743/10000 (97.43%), error:       936.02972, best error:       859.94104 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 108.4776077271s, input_fired_time: 0.8240978122, output_fired_time: 0.6332395673, propagate_forward_time: 42.0155792236, propagate_backward_time: 63.0141143799, weight_update_time: 0.1233441606, other_time: 1.9905776978
epoch time: 8.8595275879s, input_fired_time: 0.0952124223, output_fired_time: 0.0000000000, propagate_forward_time: 8.4046077728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597078323
validation[          , genome  5595] predictions:    9726/  10000 (97.26%), best:    9743/10000 (97.43%), error:       953.12878, best error:       859.94104 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 109.3912734985s, input_fired_time: 0.8314331174, output_fired_time: 0.6610387564, propagate_forward_time: 42.3776130676, propagate_backward_time: 63.5235061646, weight_update_time: 0.1237507761, other_time: 1.9976730347
epoch time: 8.9051990509s, input_fired_time: 0.0954264104, output_fired_time: 0.0000000000, propagate_forward_time: 8.4499711990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598012924
validation[          , genome  5595] predictions:    9696/  10000 (96.96%), best:    9743/10000 (97.43%), error:      1001.02466, best error:       859.94104 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 109.9927368164s, input_fired_time: 0.8317055702, output_fired_time: 0.6476753950, propagate_forward_time: 42.7348327637, propagate_backward_time: 63.7425918579, weight_update_time: 0.1253070831, other_time: 2.0359344482
epoch time: 8.8511772156s, input_fired_time: 0.0962318555, output_fired_time: 0.0000000000, propagate_forward_time: 8.3960485458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588972092
validation[          , genome  5595] predictions:    9720/  10000 (97.20%), best:    9743/10000 (97.43%), error:       877.27118, best error:       859.94104 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 108.5866165161s, input_fired_time: 0.8230284452, output_fired_time: 0.6323242784, propagate_forward_time: 42.1320991516, propagate_backward_time: 63.0104293823, weight_update_time: 0.1230864897, other_time: 1.9887313843
epoch time: 8.8458080292s, input_fired_time: 0.0956837609, output_fired_time: 0.0000000000, propagate_forward_time: 8.3910007477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591232300
validation[          , genome  5595] predictions:    9696/  10000 (96.96%), best:    9743/10000 (97.43%), error:      1020.42773, best error:       859.94104 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 110.9501037598s, input_fired_time: 0.8369635344, output_fired_time: 0.6547055840, propagate_forward_time: 42.8621177673, propagate_backward_time: 64.5021896362, weight_update_time: 0.1266023964, other_time: 2.0941238403
epoch time: 9.1600532532s, input_fired_time: 0.0979610607, output_fired_time: 0.0000000000, propagate_forward_time: 8.7027225494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593692780
validation[          , genome  5595] predictions:    9668/  10000 (96.68%), best:    9743/10000 (97.43%), error:      1070.01794, best error:       859.94104 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 108.7531051636s, input_fired_time: 0.8271532655, output_fired_time: 0.6347406507, propagate_forward_time: 42.1599807739, propagate_backward_time: 63.1392974854, weight_update_time: 0.1235989183, other_time: 1.9919281006
epoch time: 8.8464794159s, input_fired_time: 0.0965515524, output_fired_time: 0.0000000000, propagate_forward_time: 8.3908309937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590965271
validation[          , genome  5595] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       967.38721, best error:       859.94104 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 108.3701095581s, input_fired_time: 0.8284879923, output_fired_time: 0.6424102783, propagate_forward_time: 41.9504661560, propagate_backward_time: 62.9585113525, weight_update_time: 0.1232787818, other_time: 1.9902343750
epoch time: 8.8957118988s, input_fired_time: 0.0958255306, output_fired_time: 0.0000000000, propagate_forward_time: 8.4420309067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578557968
validation[          , genome  5595] predictions:    9613/  10000 (96.13%), best:    9743/10000 (97.43%), error:      1214.02698, best error:       859.94104 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 109.5140075684s, input_fired_time: 0.8300067782, output_fired_time: 0.6295518875, propagate_forward_time: 42.5781402588, propagate_backward_time: 63.4829635620, weight_update_time: 0.1240829006, other_time: 1.9933395386
epoch time: 8.9806556702s, input_fired_time: 0.0958594307, output_fired_time: 0.0000000000, propagate_forward_time: 8.5243196487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604764938
validation[          , genome  5595] predictions:    9666/  10000 (96.66%), best:    9743/10000 (97.43%), error:      1044.79333, best error:       859.94104 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 109.7126388550s, input_fired_time: 0.8351634145, output_fired_time: 0.6363375783, propagate_forward_time: 42.6154899597, propagate_backward_time: 63.6305847168, weight_update_time: 0.1248888746, other_time: 1.9950561523
epoch time: 8.9771213531s, input_fired_time: 0.0968669727, output_fired_time: 0.0000000000, propagate_forward_time: 8.5210247040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592300415
validation[          , genome  5595] predictions:    9705/  10000 (97.05%), best:    9743/10000 (97.43%), error:       977.78912, best error:       859.94104 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 109.2804260254s, input_fired_time: 0.8325945139, output_fired_time: 0.6368389726, propagate_forward_time: 42.3024482727, propagate_backward_time: 63.5023002625, weight_update_time: 0.1237431616, other_time: 2.0062446594
epoch time: 9.1727142334s, input_fired_time: 0.0977787524, output_fired_time: 0.0000000000, propagate_forward_time: 8.6998519897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750839233
validation[          , genome  5595] predictions:    9716/  10000 (97.16%), best:    9743/10000 (97.43%), error:       927.72864, best error:       859.94104 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 108.6347274780s, input_fired_time: 0.8309564590, output_fired_time: 0.6368027925, propagate_forward_time: 42.0547103882, propagate_backward_time: 63.1265296936, weight_update_time: 0.1232477948, other_time: 1.9857292175
epoch time: 9.1689138412s, input_fired_time: 0.0975750387, output_fired_time: 0.0000000000, propagate_forward_time: 8.6882991791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830394745
validation[          , genome  5595] predictions:    9723/  10000 (97.23%), best:    9743/10000 (97.43%), error:       932.32349, best error:       859.94104 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 109.0864944458s, input_fired_time: 0.8363283873, output_fired_time: 0.6395199895, propagate_forward_time: 42.2178764343, propagate_backward_time: 63.3867492676, weight_update_time: 0.1244653985, other_time: 2.0060272217
epoch time: 8.8561773300s, input_fired_time: 0.0973633602, output_fired_time: 0.0000000000, propagate_forward_time: 8.4002876282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585262299
validation[          , genome  5595] predictions:    9700/  10000 (97.00%), best:    9743/10000 (97.43%), error:      1030.26733, best error:       859.94104 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.1865386963s, input_fired_time: 0.8377079964, output_fired_time: 0.6375241876, propagate_forward_time: 42.3172531128, propagate_backward_time: 63.3950767517, weight_update_time: 0.1239350587, other_time: 1.9989738464
epoch time: 8.8949289322s, input_fired_time: 0.0979485884, output_fired_time: 0.0000000000, propagate_forward_time: 8.4365148544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604650497
validation[          , genome  5595] predictions:    9731/  10000 (97.31%), best:    9743/10000 (97.43%), error:       922.51611, best error:       859.94104 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.4581756592s, input_fired_time: 0.8366068602, output_fired_time: 0.6399911046, propagate_forward_time: 42.5093154907, propagate_backward_time: 63.4732856750, weight_update_time: 0.1239589900, other_time: 1.9989738464
epoch time: 8.8513221741s, input_fired_time: 0.0977006480, output_fired_time: 0.0000000000, propagate_forward_time: 8.3936948776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599262238
validation[          , genome  5595] predictions:    9689/  10000 (96.89%), best:    9743/10000 (97.43%), error:       979.01904, best error:       859.94104 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.8793487549s, input_fired_time: 0.8351907730, output_fired_time: 0.6367573738, propagate_forward_time: 42.1175537109, propagate_backward_time: 63.2919502258, weight_update_time: 0.1238070056, other_time: 1.9978981018
epoch time: 8.9493913651s, input_fired_time: 0.0973091200, output_fired_time: 0.0000000000, propagate_forward_time: 8.4918518066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602304459
validation[          , genome  5595] predictions:    9659/  10000 (96.59%), best:    9743/10000 (97.43%), error:      1102.81995, best error:       859.94104 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 109.3551864624s, input_fired_time: 0.8384475112, output_fired_time: 0.6379485130, propagate_forward_time: 42.3903198242, propagate_backward_time: 63.4956817627, weight_update_time: 0.1246907413, other_time: 1.9927902222
epoch time: 8.9625320435s, input_fired_time: 0.0983932093, output_fired_time: 0.0000000000, propagate_forward_time: 8.5039186478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602199554
validation[          , genome  5595] predictions:    9689/  10000 (96.89%), best:    9743/10000 (97.43%), error:      1022.05701, best error:       859.94104 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 109.8783569336s, input_fired_time: 0.8618479967, output_fired_time: 0.6417327523, propagate_forward_time: 42.6053657532, propagate_backward_time: 63.7628517151, weight_update_time: 0.1246573254, other_time: 2.0065574646
epoch time: 8.8983755112s, input_fired_time: 0.0982612148, output_fired_time: 0.0000000000, propagate_forward_time: 8.4385614395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615531921
validation[          , genome  5595] predictions:    9546/  10000 (95.46%), best:    9743/10000 (97.43%), error:      1431.31421, best error:       859.94104 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 108.6902160645s, input_fired_time: 0.8327443600, output_fired_time: 0.6334435344, propagate_forward_time: 42.2159538269, propagate_backward_time: 63.0219421387, weight_update_time: 0.1229696646, other_time: 1.9861297607
epoch time: 8.8406810760s, input_fired_time: 0.0981051251, output_fired_time: 0.0000000000, propagate_forward_time: 8.3830909729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594846725
validation[          , genome  5595] predictions:    9696/  10000 (96.96%), best:    9743/10000 (97.43%), error:       983.80432, best error:       859.94104 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 108.4802398682s, input_fired_time: 0.8328223228, output_fired_time: 0.6323238611, propagate_forward_time: 42.0715789795, propagate_backward_time: 62.9561843872, weight_update_time: 0.1228783801, other_time: 1.9873275757
epoch time: 8.8352384567s, input_fired_time: 0.0966239646, output_fired_time: 0.0000000000, propagate_forward_time: 8.3807888031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578252792
validation[          , genome  5595] predictions:    9710/  10000 (97.10%), best:    9743/10000 (97.43%), error:      1001.48785, best error:       859.94104 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 109.4313049316s, input_fired_time: 0.8403331041, output_fired_time: 0.6380812526, propagate_forward_time: 42.4095878601, propagate_backward_time: 63.5443077087, weight_update_time: 0.1247683167, other_time: 1.9989967346
epoch time: 8.9870576859s, input_fired_time: 0.0985775590, output_fired_time: 0.0000000000, propagate_forward_time: 8.5248966217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635835648
validation[          , genome  5595] predictions:    9713/  10000 (97.13%), best:    9743/10000 (97.43%), error:       963.67023, best error:       859.94104 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 109.4198532104s, input_fired_time: 0.8417376280, output_fired_time: 0.6395021677, propagate_forward_time: 42.4191207886, propagate_backward_time: 63.5209083557, weight_update_time: 0.1246191412, other_time: 1.9985847473
epoch time: 8.9339323044s, input_fired_time: 0.0974340066, output_fired_time: 0.0000000000, propagate_forward_time: 8.4782657623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582324982
validation[          , genome  5595] predictions:    9715/  10000 (97.15%), best:    9743/10000 (97.43%), error:       920.51788, best error:       859.94104 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 109.3526153564s, input_fired_time: 0.8434323072, output_fired_time: 0.6406864524, propagate_forward_time: 42.3788604736, propagate_backward_time: 63.4897918701, weight_update_time: 0.1251047403, other_time: 1.9998474121
epoch time: 8.9345159531s, input_fired_time: 0.0970992222, output_fired_time: 0.0000000000, propagate_forward_time: 8.4782838821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591327667
validation[          , genome  5595] predictions:    9658/  10000 (96.58%), best:    9743/10000 (97.43%), error:      1093.15002, best error:       859.94104 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 109.4065170288s, input_fired_time: 0.8437243700, output_fired_time: 0.6399289370, propagate_forward_time: 42.4109954834, propagate_backward_time: 63.5172958374, weight_update_time: 0.1247227937, other_time: 1.9945678711
epoch time: 8.9581680298s, input_fired_time: 0.0971678942, output_fired_time: 0.0000000000, propagate_forward_time: 8.5009784698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600215912
validation[          , genome  5595] predictions:    9715/  10000 (97.15%), best:    9743/10000 (97.43%), error:       966.27789, best error:       859.94104 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 110.6569137573s, input_fired_time: 0.8536592126, output_fired_time: 0.6621639729, propagate_forward_time: 42.4959716797, propagate_backward_time: 64.5373153687, weight_update_time: 0.1278233081, other_time: 2.1078033447
epoch time: 9.2357196808s, input_fired_time: 0.0984334499, output_fired_time: 0.0000000000, propagate_forward_time: 8.7560939789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811922073
validation[          , genome  5595] predictions:    9715/  10000 (97.15%), best:    9743/10000 (97.43%), error:       967.21863, best error:       859.94104 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 109.5424728394s, input_fired_time: 0.8454962373, output_fired_time: 0.6351433992, propagate_forward_time: 42.4317893982, propagate_backward_time: 63.6139106750, weight_update_time: 0.1375580281, other_time: 2.0161247253
epoch time: 8.8586702347s, input_fired_time: 0.0989828780, output_fired_time: 0.0000000000, propagate_forward_time: 8.3993177414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603696823
validation[          , genome  5595] predictions:    9722/  10000 (97.22%), best:    9743/10000 (97.43%), error:       947.55597, best error:       859.94104 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 109.9835433960s, input_fired_time: 0.8510280848, output_fired_time: 0.6557770967, propagate_forward_time: 42.3310699463, propagate_backward_time: 64.0603713989, weight_update_time: 0.1268005669, other_time: 2.0852966309
epoch time: 9.0471019745s, input_fired_time: 0.1008944511, output_fired_time: 0.0000000000, propagate_forward_time: 8.5294532776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167537689
validation[          , genome  5595] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       965.49982, best error:       859.94104 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.1001281738s, input_fired_time: 0.8442628384, output_fired_time: 0.6708838344, propagate_forward_time: 42.0977745056, propagate_backward_time: 63.3956413269, weight_update_time: 0.1248342693, other_time: 2.0915718079
epoch time: 9.1845111847s, input_fired_time: 0.1222113147, output_fired_time: 0.0000000000, propagate_forward_time: 8.6497278214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125719070
validation[          , genome  5595] predictions:    9676/  10000 (96.76%), best:    9743/10000 (97.43%), error:      1022.47308, best error:       859.94104 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 111.2449264526s, input_fired_time: 0.8886916041, output_fired_time: 0.6654751897, propagate_forward_time: 42.8541450500, propagate_backward_time: 64.7314300537, weight_update_time: 0.1264332384, other_time: 2.1051788330
epoch time: 8.9639263153s, input_fired_time: 0.0979038700, output_fired_time: 0.0000000000, propagate_forward_time: 8.5044260025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615961075
validation[          , genome  5595] predictions:    9726/  10000 (97.26%), best:    9743/10000 (97.43%), error:       959.85742, best error:       859.94104 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 109.4233474731s, input_fired_time: 0.8463104367, output_fired_time: 0.6418117285, propagate_forward_time: 42.5446472168, propagate_backward_time: 63.3957786560, weight_update_time: 0.1238117516, other_time: 1.9947929382
epoch time: 8.9808397293s, input_fired_time: 0.1003261730, output_fired_time: 0.0000000000, propagate_forward_time: 8.5214509964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590621948
validation[          , genome  5595] predictions:    9697/  10000 (96.97%), best:    9743/10000 (97.43%), error:       996.02124, best error:       859.94104 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 109.4322204590s, input_fired_time: 0.8446583748, output_fired_time: 0.6366227269, propagate_forward_time: 42.4437599182, propagate_backward_time: 63.5079193115, weight_update_time: 0.1248714179, other_time: 1.9992675781
epoch time: 8.9517612457s, input_fired_time: 0.0972872898, output_fired_time: 0.0000000000, propagate_forward_time: 8.4935855865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608884811
validation[          , genome  5595] predictions:    9710/  10000 (97.10%), best:    9743/10000 (97.43%), error:       942.88220, best error:       859.94104 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 109.1511611938s, input_fired_time: 0.8427427411, output_fired_time: 0.6351615787, propagate_forward_time: 42.3219757080, propagate_backward_time: 63.3508605957, weight_update_time: 0.1246477664, other_time: 2.0004196167
epoch time: 8.9491930008s, input_fired_time: 0.0984921008, output_fired_time: 0.0000000000, propagate_forward_time: 8.4911060333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595952988
validation[          , genome  5595] predictions:    9727/  10000 (97.27%), best:    9743/10000 (97.43%), error:       935.87415, best error:       859.94104 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 109.0558166504s, input_fired_time: 0.8443027139, output_fired_time: 0.6337997317, propagate_forward_time: 42.2758750916, propagate_backward_time: 63.3039436340, weight_update_time: 0.1241304353, other_time: 1.9979057312
epoch time: 8.9494285583s, input_fired_time: 0.0989510790, output_fired_time: 0.0000000000, propagate_forward_time: 8.4910259247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594512939
validation[          , genome  5595] predictions:    9726/  10000 (97.26%), best:    9743/10000 (97.43%), error:       905.52802, best error:       859.94104 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 108.9517669678s, input_fired_time: 0.8431999683, output_fired_time: 0.6336333156, propagate_forward_time: 42.2362594604, propagate_backward_time: 63.2391281128, weight_update_time: 0.1241522133, other_time: 1.9995422363
epoch time: 8.8829050064s, input_fired_time: 0.0996368453, output_fired_time: 0.0000000000, propagate_forward_time: 8.4256887436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575792313
validation[          , genome  5595] predictions:    9717/  10000 (97.17%), best:    9743/10000 (97.43%), error:       974.55566, best error:       859.94104 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 109.5540618896s, input_fired_time: 0.8571162224, output_fired_time: 0.6326628923, propagate_forward_time: 42.5034179688, propagate_backward_time: 63.5654067993, weight_update_time: 0.1236536875, other_time: 1.9954605103
epoch time: 8.8929672241s, input_fired_time: 0.0995919257, output_fired_time: 0.0000000000, propagate_forward_time: 8.4335832596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597917557
validation[          , genome  5595] predictions:    9736/  10000 (97.36%), best:    9743/10000 (97.43%), error:       945.92700, best error:       859.94104 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 109.2152938843s, input_fired_time: 0.8443865180, output_fired_time: 0.6376864910, propagate_forward_time: 42.2342529297, propagate_backward_time: 63.5049552917, weight_update_time: 0.1236634254, other_time: 1.9940147400
epoch time: 8.8986043930s, input_fired_time: 0.1001665816, output_fired_time: 0.0000000000, propagate_forward_time: 8.4384632111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599748611
validation[          , genome  5595] predictions:    9683/  10000 (96.83%), best:    9743/10000 (97.43%), error:      1037.66162, best error:       859.94104 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 110.4782943726s, input_fired_time: 0.8679482937, output_fired_time: 0.6572895646, propagate_forward_time: 42.5415534973, propagate_backward_time: 64.3290405273, weight_update_time: 0.1272384673, other_time: 2.0824584961
epoch time: 8.9881029129s, input_fired_time: 0.1009028852, output_fired_time: 0.0000000000, propagate_forward_time: 8.5252294540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619709015
validation[          , genome  5595] predictions:    9716/  10000 (97.16%), best:    9743/10000 (97.43%), error:       927.52472, best error:       859.94104 on epoch:    61, 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: 44.9245185852s, input_fired_time: 0.4844741225, output_fired_time: 0.0000000000, propagate_forward_time: 42.6047325134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8353118896
best training[          , genome  5595] predictions:   49340/  50000 (98.68%), best:    9743/10000 (97.43%), error:      2474.59277, best error:       859.94104 on epoch:    61, 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: 8.9747571945s, input_fired_time: 0.0944540426, output_fired_time: 0.0000000000, propagate_forward_time: 8.5215644836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587388992
   testing[          , genome  5595] predictions:    9747/  10000 (97.47%), best:    9743/10000 (97.43%), error:       814.92120, best error:       859.94104 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:56:05 (21559): called boinc_finish(0)

</stderr_txt>
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