Nameexact_genome_1512568488_44_2338_0
Workunit2582986
Created6 Dec 2017, 23:11:18 UTC
Sent6 Dec 2017, 23:19:24 UTC
Report deadline9 Dec 2017, 2:28:52 UTC
Received7 Dec 2017, 0:32:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 12 min 56 sec
CPU time1 hours 12 min 54 sec
Validate stateValid
Credit532.89
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.21 MB
Peak swap size150.97 MB
Peak disk usage0.96 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: 39.9337615967s, input_fired_time: 0.2963718176, output_fired_time: 0.2215034366, propagate_forward_time: 16.3255519867, propagate_backward_time: 21.1512832642, weight_update_time: 0.0892963782, other_time: 1.9390506744
epoch time: 3.6524477005s, input_fired_time: 0.0323673226, output_fired_time: 0.0000000000, propagate_forward_time: 3.2633352280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567452431
validation[          , genome  2338] predictions:    9398/  10000 (93.98%), best:    9414/10000 (94.14%), error:      2097.94165, best error:      2073.97656 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 39.8507156372s, input_fired_time: 0.2959513366, output_fired_time: 0.2211358547, propagate_forward_time: 16.3089199066, propagate_backward_time: 21.1028060913, weight_update_time: 0.0890540853, other_time: 1.9219036102
epoch time: 3.6594526768s, input_fired_time: 0.0325828977, output_fired_time: 0.0000000000, propagate_forward_time: 3.2708444595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560252190
validation[          , genome  2338] predictions:    9350/  10000 (93.50%), best:    9414/10000 (94.14%), error:      2210.74023, best error:      2073.97656 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 39.9417114258s, input_fired_time: 0.2971544266, output_fired_time: 0.2213004977, propagate_forward_time: 16.3466320038, propagate_backward_time: 21.1432533264, weight_update_time: 0.0894062668, other_time: 1.9333705902
epoch time: 3.6518170834s, input_fired_time: 0.0326391719, output_fired_time: 0.0000000000, propagate_forward_time: 3.2706086636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485691547
validation[          , genome  2338] predictions:    9404/  10000 (94.04%), best:    9404/10000 (94.04%), error:      2052.33887, best error:      2052.33887 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.9419898987s, input_fired_time: 0.2968144417, output_fired_time: 0.2214019448, propagate_forward_time: 16.3431701660, propagate_backward_time: 21.1406173706, weight_update_time: 0.0892604589, other_time: 1.9399871826
epoch time: 3.6629426479s, input_fired_time: 0.0328254588, output_fired_time: 0.0000000000, propagate_forward_time: 3.2734656334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566515446
validation[          , genome  2338] predictions:    9397/  10000 (93.97%), best:    9404/10000 (94.04%), error:      2054.19604, best error:      2052.33887 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 39.9404907227s, input_fired_time: 0.2973310053, output_fired_time: 0.2213795483, propagate_forward_time: 16.3483505249, propagate_backward_time: 21.1454200745, weight_update_time: 0.0892189518, other_time: 1.9280090332
epoch time: 3.6552996635s, input_fired_time: 0.0325718969, output_fired_time: 0.0000000000, propagate_forward_time: 3.2672643661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554635048
validation[          , genome  2338] predictions:    9414/  10000 (94.14%), best:    9414/10000 (94.14%), error:      2044.97754, best error:      2044.97754 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 39.9273414612s, input_fired_time: 0.2974439263, output_fired_time: 0.2210056931, propagate_forward_time: 16.3478279114, propagate_backward_time: 21.1351757050, weight_update_time: 0.0892164931, other_time: 1.9258899689
epoch time: 3.6505670547s, input_fired_time: 0.0327679329, output_fired_time: 0.0000000000, propagate_forward_time: 3.2684257030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493733406
validation[          , genome  2338] predictions:    9376/  10000 (93.76%), best:    9414/10000 (94.14%), error:      2162.27637, best error:      2044.97754 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 39.9366950989s, input_fired_time: 0.2967429757, output_fired_time: 0.2252838910, propagate_forward_time: 16.3398475647, propagate_backward_time: 21.1324939728, weight_update_time: 0.0892974213, other_time: 1.9423274994
epoch time: 3.6590399742s, input_fired_time: 0.0323914103, output_fired_time: 0.0000000000, propagate_forward_time: 3.2712328434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554158211
validation[          , genome  2338] predictions:    9407/  10000 (94.07%), best:    9407/10000 (94.07%), error:      2035.22546, best error:      2035.22546 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 39.9328689575s, input_fired_time: 0.2980317771, output_fired_time: 0.2212965488, propagate_forward_time: 16.3489284515, propagate_backward_time: 21.1342525482, weight_update_time: 0.0891154632, other_time: 1.9303588867
epoch time: 3.6577358246s, input_fired_time: 0.0328002386, output_fired_time: 0.0000000000, propagate_forward_time: 3.2687914371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561441898
validation[          , genome  2338] predictions:    9403/  10000 (94.03%), best:    9407/10000 (94.07%), error:      2069.31934, best error:      2035.22546 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 39.8533287048s, input_fired_time: 0.2968149781, output_fired_time: 0.2198974192, propagate_forward_time: 16.3330192566, propagate_backward_time: 21.0861835480, weight_update_time: 0.0891092494, other_time: 1.9174137115
epoch time: 3.6355113983s, input_fired_time: 0.0326413028, output_fired_time: 0.0000000000, propagate_forward_time: 3.2608015537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420684338
validation[          , genome  2338] predictions:    9416/  10000 (94.16%), best:    9407/10000 (94.07%), error:      2071.43848, best error:      2035.22546 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 39.6578178406s, input_fired_time: 0.2945982814, output_fired_time: 0.2180802077, propagate_forward_time: 16.2511711121, propagate_backward_time: 20.9630756378, weight_update_time: 0.0887100026, other_time: 1.9308948517
epoch time: 3.6347675323s, input_fired_time: 0.0324104652, output_fired_time: 0.0000000000, propagate_forward_time: 3.2484564781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539006710
validation[          , genome  2338] predictions:    9432/  10000 (94.32%), best:    9432/10000 (94.32%), error:      1962.27454, best error:      1962.27454 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 39.7003326416s, input_fired_time: 0.2960288227, output_fired_time: 0.2197247744, propagate_forward_time: 16.2404079437, propagate_backward_time: 21.0163078308, weight_update_time: 0.0888532773, other_time: 1.9278621674
epoch time: 3.6402971745s, input_fired_time: 0.0326845199, output_fired_time: 0.0000000000, propagate_forward_time: 3.2522714138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553411961
validation[          , genome  2338] predictions:    9391/  10000 (93.91%), best:    9432/10000 (94.32%), error:      2071.94360, best error:      1962.27454 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 39.6799736023s, input_fired_time: 0.2965112031, output_fired_time: 0.2199061066, propagate_forward_time: 16.2411613464, propagate_backward_time: 21.0141925812, weight_update_time: 0.0888748392, other_time: 1.9082012177
epoch time: 3.6300406456s, input_fired_time: 0.0328701660, output_fired_time: 0.0000000000, propagate_forward_time: 3.2534823418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436882496
validation[          , genome  2338] predictions:    9445/  10000 (94.45%), best:    9445/10000 (94.45%), error:      1941.79846, best error:      1941.79846 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 39.6040992737s, input_fired_time: 0.2946982980, output_fired_time: 0.2143137455, propagate_forward_time: 16.2696704865, propagate_backward_time: 20.9039840698, weight_update_time: 0.0886313915, other_time: 1.9214344025
epoch time: 3.6414711475s, input_fired_time: 0.0330558792, output_fired_time: 0.0000000000, propagate_forward_time: 3.2588922977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495230675
validation[          , genome  2338] predictions:    9413/  10000 (94.13%), best:    9445/10000 (94.45%), error:      2037.80029, best error:      1941.79846 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.6779365540s, input_fired_time: 0.2975881100, output_fired_time: 0.2199438810, propagate_forward_time: 16.2268352509, propagate_backward_time: 21.0044116974, weight_update_time: 0.0887981281, other_time: 1.9291572571
epoch time: 3.6495754719s, input_fired_time: 0.0326524228, output_fired_time: 0.0000000000, propagate_forward_time: 3.2613697052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555533886
validation[          , genome  2338] predictions:    9392/  10000 (93.92%), best:    9445/10000 (94.45%), error:      2041.91431, best error:      1941.79846 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.7131690979s, input_fired_time: 0.2971290350, output_fired_time: 0.2171742320, propagate_forward_time: 16.2576313019, propagate_backward_time: 21.0245761871, weight_update_time: 0.0889955685, other_time: 1.9166564941
epoch time: 3.6377847195s, input_fired_time: 0.0329960622, output_fired_time: 0.0000000000, propagate_forward_time: 3.2565121651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482763767
validation[          , genome  2338] predictions:    9409/  10000 (94.09%), best:    9445/10000 (94.45%), error:      2035.31543, best error:      1941.79846 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 39.8600044250s, input_fired_time: 0.2981686294, output_fired_time: 0.2184518129, propagate_forward_time: 16.3089790344, propagate_backward_time: 21.0935192108, weight_update_time: 0.0890988857, other_time: 1.9408855438
epoch time: 3.6640796661s, input_fired_time: 0.0333771817, output_fired_time: 0.0000000000, propagate_forward_time: 3.2737948895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569076061
validation[          , genome  2338] predictions:    9431/  10000 (94.31%), best:    9445/10000 (94.45%), error:      1950.83630, best error:      1941.79846 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 40.0038070679s, input_fired_time: 0.2999987900, output_fired_time: 0.2216097713, propagate_forward_time: 16.3627147675, propagate_backward_time: 21.1937980652, weight_update_time: 0.0894235745, other_time: 1.9256839752
epoch time: 3.6639075279s, input_fired_time: 0.0329413041, output_fired_time: 0.0000000000, propagate_forward_time: 3.2741594315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568067551
validation[          , genome  2338] predictions:    9408/  10000 (94.08%), best:    9445/10000 (94.45%), error:      2041.26562, best error:      1941.79846 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 40.0203094482s, input_fired_time: 0.2992797792, output_fired_time: 0.2215995193, propagate_forward_time: 16.3634357452, propagate_backward_time: 21.2041130066, weight_update_time: 0.0894396678, other_time: 1.9318828583
epoch time: 3.5205316544s, input_fired_time: 0.0320033804, output_fired_time: 0.0000000000, propagate_forward_time: 3.1484208107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401074409
validation[          , genome  2338] predictions:    9453/  10000 (94.53%), best:    9453/10000 (94.53%), error:      1923.94043, best error:      1923.94043 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 39.5722427368s, input_fired_time: 0.2974317670, output_fired_time: 0.2185066640, propagate_forward_time: 16.2050418854, propagate_backward_time: 20.9186382294, weight_update_time: 0.0881999582, other_time: 1.9326248169
epoch time: 3.6365017891s, input_fired_time: 0.0331841484, output_fired_time: 0.0000000000, propagate_forward_time: 3.2492251396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540925980
validation[          , genome  2338] predictions:    9423/  10000 (94.23%), best:    9453/10000 (94.53%), error:      1979.77307, best error:      1923.94043 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 39.5439987183s, input_fired_time: 0.2969902456, output_fired_time: 0.2175902426, propagate_forward_time: 16.2314987183, propagate_backward_time: 20.9017829895, weight_update_time: 0.0882171765, other_time: 1.8961372375
epoch time: 3.6511733532s, input_fired_time: 0.0328537449, output_fired_time: 0.0000000000, propagate_forward_time: 3.2680938244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502256870
validation[          , genome  2338] predictions:    9413/  10000 (94.13%), best:    9453/10000 (94.53%), error:      1957.09167, best error:      1923.94043 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 39.7130279541s, input_fired_time: 0.2983185351, output_fired_time: 0.2191336751, propagate_forward_time: 16.2611637115, propagate_backward_time: 20.9891071320, weight_update_time: 0.0884079039, other_time: 1.9453048706
epoch time: 3.6555781364s, input_fired_time: 0.0332233310, output_fired_time: 0.0000000000, propagate_forward_time: 3.2666909695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556637764
validation[          , genome  2338] predictions:    9437/  10000 (94.37%), best:    9453/10000 (94.53%), error:      1959.17578, best error:      1923.94043 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 39.8846588135s, input_fired_time: 0.3000116944, output_fired_time: 0.2201796025, propagate_forward_time: 16.3548088074, propagate_backward_time: 21.0971431732, weight_update_time: 0.0886097103, other_time: 1.9125156403
epoch time: 3.6549470425s, input_fired_time: 0.0334144048, output_fired_time: 0.0000000000, propagate_forward_time: 3.2721996307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493330479
validation[          , genome  2338] predictions:    9420/  10000 (94.20%), best:    9453/10000 (94.53%), error:      2017.86816, best error:      1923.94043 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 39.9326057434s, input_fired_time: 0.3011238873, output_fired_time: 0.2199808359, propagate_forward_time: 16.3704891205, propagate_backward_time: 21.1066722870, weight_update_time: 0.0887679830, other_time: 1.9343376160
epoch time: 3.6542086601s, input_fired_time: 0.0332307108, output_fired_time: 0.0000000000, propagate_forward_time: 3.2662460804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547317982
validation[          , genome  2338] predictions:    9440/  10000 (94.40%), best:    9453/10000 (94.53%), error:      1971.73486, best error:      1923.94043 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.8040008545s, input_fired_time: 0.3000649214, output_fired_time: 0.2189756185, propagate_forward_time: 16.3336601257, propagate_backward_time: 21.0325317383, weight_update_time: 0.0888332501, other_time: 1.9187698364
epoch time: 3.6510765553s, input_fired_time: 0.0334855951, output_fired_time: 0.0000000000, propagate_forward_time: 3.2689468861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486440182
validation[          , genome  2338] predictions:    9397/  10000 (93.97%), best:    9453/10000 (94.53%), error:      2080.05103, best error:      1923.94043 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 39.7067527771s, input_fired_time: 0.3076374531, output_fired_time: 0.2181940377, propagate_forward_time: 16.2645587921, propagate_backward_time: 20.9745922089, weight_update_time: 0.0884326994, other_time: 1.9417724609
epoch time: 3.6562657356s, input_fired_time: 0.0335078053, output_fired_time: 0.0000000000, propagate_forward_time: 3.2685551643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542027473
validation[          , genome  2338] predictions:    9436/  10000 (94.36%), best:    9453/10000 (94.53%), error:      1998.27063, best error:      1923.94043 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.6454887390s, input_fired_time: 0.2994241118, output_fired_time: 0.2183537781, propagate_forward_time: 16.2484359741, propagate_backward_time: 20.9542369843, weight_update_time: 0.0882241800, other_time: 1.9250392914
epoch time: 3.6608016491s, input_fired_time: 0.0337197259, output_fired_time: 0.0000000000, propagate_forward_time: 3.2706403732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564414978
validation[          , genome  2338] predictions:    9447/  10000 (94.47%), best:    9447/10000 (94.47%), error:      1902.91589, best error:      1902.91589 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 38.5103607178s, input_fired_time: 0.2944636345, output_fired_time: 0.2132290751, propagate_forward_time: 15.7453222275, propagate_backward_time: 20.3738670349, weight_update_time: 0.0860336125, other_time: 1.8834762573
epoch time: 3.3188779354s, input_fired_time: 0.0312310681, output_fired_time: 0.0000000000, propagate_forward_time: 2.9508514404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367953300
validation[          , genome  2338] predictions:    9436/  10000 (94.36%), best:    9447/10000 (94.47%), error:      1958.68164, best error:      1902.91589 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.1311836243s, input_fired_time: 0.2979027033, output_fired_time: 0.2155036181, propagate_forward_time: 16.0156288147, propagate_backward_time: 20.6796321869, weight_update_time: 0.0874787346, other_time: 1.9225177765
epoch time: 3.6169295311s, input_fired_time: 0.0332336873, output_fired_time: 0.0000000000, propagate_forward_time: 3.2370464802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466494083
validation[          , genome  2338] predictions:    9435/  10000 (94.35%), best:    9447/10000 (94.47%), error:      1962.92834, best error:      1902.91589 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 38.7980461121s, input_fired_time: 0.2968115509, output_fired_time: 0.2136468589, propagate_forward_time: 15.8397045135, propagate_backward_time: 20.5372428894, weight_update_time: 0.0867312923, other_time: 1.9106426239
epoch time: 3.6464543343s, input_fired_time: 0.0335420519, output_fired_time: 0.0000000000, propagate_forward_time: 3.2574377060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554744720
validation[          , genome  2338] predictions:    9444/  10000 (94.44%), best:    9447/10000 (94.47%), error:      1939.99182, best error:      1902.91589 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 39.2915115356s, input_fired_time: 0.2991659939, output_fired_time: 0.2180365026, propagate_forward_time: 16.0746059418, propagate_backward_time: 20.8063697815, weight_update_time: 0.0880177617, other_time: 1.8933315277
epoch time: 3.2681744099s, input_fired_time: 0.0312043149, output_fired_time: 0.0000000000, propagate_forward_time: 2.9056296349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313405514
validation[          , genome  2338] predictions:    9405/  10000 (94.05%), best:    9447/10000 (94.47%), error:      2055.84546, best error:      1902.91589 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 38.4796600342s, input_fired_time: 0.2948981822, output_fired_time: 0.2127506882, propagate_forward_time: 15.7326784134, propagate_backward_time: 20.3372535706, weight_update_time: 0.0856867731, other_time: 1.9020805359
epoch time: 3.6391265392s, input_fired_time: 0.0336493477, output_fired_time: 0.0000000000, propagate_forward_time: 3.2580933571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473837376
validation[          , genome  2338] predictions:    9445/  10000 (94.45%), best:    9447/10000 (94.47%), error:      1951.09985, best error:      1902.91589 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 38.7837829590s, input_fired_time: 0.2958790958, output_fired_time: 0.2133034170, propagate_forward_time: 15.8257932663, propagate_backward_time: 20.5528888702, weight_update_time: 0.0869451612, other_time: 1.8959178925
epoch time: 3.6552999020s, input_fired_time: 0.0335831866, output_fired_time: 0.0000000000, propagate_forward_time: 3.2636046410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581120968
validation[          , genome  2338] predictions:    9432/  10000 (94.32%), best:    9447/10000 (94.47%), error:      1919.88354, best error:      1902.91589 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 39.9993553162s, input_fired_time: 0.3014333546, output_fired_time: 0.2202618122, propagate_forward_time: 16.3101844788, propagate_backward_time: 21.2026996613, weight_update_time: 0.0896219388, other_time: 1.9647769928
epoch time: 3.6495554447s, input_fired_time: 0.0336644650, output_fired_time: 0.0000000000, propagate_forward_time: 3.2599258423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559651375
validation[          , genome  2338] predictions:    9445/  10000 (94.45%), best:    9447/10000 (94.47%), error:      1956.80383, best error:      1902.91589 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 39.9234046936s, input_fired_time: 0.3025925756, output_fired_time: 0.2192331553, propagate_forward_time: 16.3031330109, propagate_backward_time: 21.1648254395, weight_update_time: 0.0897011235, other_time: 1.9336185455
epoch time: 3.6386187077s, input_fired_time: 0.0339859910, output_fired_time: 0.0000000000, propagate_forward_time: 3.2563641071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482685089
validation[          , genome  2338] predictions:    9441/  10000 (94.41%), best:    9447/10000 (94.47%), error:      1938.52148, best error:      1902.91589 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 39.5227928162s, input_fired_time: 0.3012966514, output_fired_time: 0.2173366547, propagate_forward_time: 16.1571140289, propagate_backward_time: 20.9094181061, weight_update_time: 0.0885140151, other_time: 1.9376258850
epoch time: 3.6531713009s, input_fired_time: 0.0337544195, output_fired_time: 0.0000000000, propagate_forward_time: 3.2683029175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511140347
validation[          , genome  2338] predictions:    9446/  10000 (94.46%), best:    9447/10000 (94.47%), error:      1990.78931, best error:      1902.91589 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 39.8597526550s, input_fired_time: 0.3001425266, output_fired_time: 0.2150605619, propagate_forward_time: 16.3732032776, propagate_backward_time: 21.0449771881, weight_update_time: 0.0891221464, other_time: 1.9263668060
epoch time: 3.6699886322s, input_fired_time: 0.0343757644, output_fired_time: 0.0000000000, propagate_forward_time: 3.2789661884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566467762
validation[          , genome  2338] predictions:    9436/  10000 (94.36%), best:    9447/10000 (94.47%), error:      1940.29761, best error:      1902.91589 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 40.0317077637s, input_fired_time: 0.3036962748, output_fired_time: 0.2205530405, propagate_forward_time: 16.3940334320, propagate_backward_time: 21.1791629791, weight_update_time: 0.0897896290, other_time: 1.9342613220
epoch time: 3.6703398228s, input_fired_time: 0.0339541584, output_fired_time: 0.0000000000, propagate_forward_time: 3.2793176174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570680618
validation[          , genome  2338] predictions:    9477/  10000 (94.77%), best:    9477/10000 (94.77%), error:      1893.73804, best error:      1893.73804 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 40.0177421570s, input_fired_time: 0.3025467992, output_fired_time: 0.2205476016, propagate_forward_time: 16.3882675171, propagate_backward_time: 21.1755027771, weight_update_time: 0.0893469453, other_time: 1.9308776855
epoch time: 3.6642582417s, input_fired_time: 0.0344063193, output_fired_time: 0.0000000000, propagate_forward_time: 3.2809162140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489356041
validation[          , genome  2338] predictions:    9441/  10000 (94.41%), best:    9477/10000 (94.77%), error:      1939.08118, best error:      1893.73804 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 39.3029899597s, input_fired_time: 0.3001046479, output_fired_time: 0.2174277604, propagate_forward_time: 16.0693626404, propagate_backward_time: 20.7899589539, weight_update_time: 0.0878953636, other_time: 1.9261360168
epoch time: 3.6525783539s, input_fired_time: 0.0338542871, output_fired_time: 0.0000000000, propagate_forward_time: 3.2636339664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550901413
validation[          , genome  2338] predictions:    9421/  10000 (94.21%), best:    9477/10000 (94.77%), error:      1956.87585, best error:      1893.73804 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 39.8138732910s, input_fired_time: 0.3023125529, output_fired_time: 0.2197107971, propagate_forward_time: 16.3185501099, propagate_backward_time: 21.0363750458, weight_update_time: 0.0887050629, other_time: 1.9369258881
epoch time: 3.3665783405s, input_fired_time: 0.0315990187, output_fired_time: 0.0000000000, propagate_forward_time: 2.9951877594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397915363
validation[          , genome  2338] predictions:    9454/  10000 (94.54%), best:    9454/10000 (94.54%), error:      1889.73596, best error:      1889.73596 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 37.3640899658s, input_fired_time: 0.2904123664, output_fired_time: 0.2061661929, propagate_forward_time: 15.2932062149, propagate_backward_time: 19.7217006683, weight_update_time: 0.0832196474, other_time: 1.8526058197
epoch time: 3.6515569687s, input_fired_time: 0.0346774086, output_fired_time: 0.0000000000, propagate_forward_time: 3.2669112682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499681950
validation[          , genome  2338] predictions:    9395/  10000 (93.95%), best:    9454/10000 (94.54%), error:      2100.68945, best error:      1889.73596 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.3255653381s, input_fired_time: 0.2892817855, output_fired_time: 0.2062556148, propagate_forward_time: 15.2269344330, propagate_backward_time: 19.7652797699, weight_update_time: 0.0837340951, other_time: 1.8378143311
epoch time: 3.2150127888s, input_fired_time: 0.0307680257, output_fired_time: 0.0000000000, propagate_forward_time: 2.8603022099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239426613
validation[          , genome  2338] predictions:    9450/  10000 (94.50%), best:    9450/10000 (94.50%), error:      1865.71484, best error:      1865.71484 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 39.4005622864s, input_fired_time: 0.3017492592, output_fired_time: 0.2180337757, propagate_forward_time: 16.0928020477, propagate_backward_time: 20.8619422913, weight_update_time: 0.0883060396, other_time: 1.9260349274
epoch time: 3.6467046738s, input_fired_time: 0.0344421268, output_fired_time: 0.0000000000, propagate_forward_time: 3.2565143108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557481766
validation[          , genome  2338] predictions:    9451/  10000 (94.51%), best:    9450/10000 (94.50%), error:      1906.27991, best error:      1865.71484 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 38.1288604736s, input_fired_time: 0.2953189015, output_fired_time: 0.2104409635, propagate_forward_time: 15.5880374908, propagate_backward_time: 20.1531677246, weight_update_time: 0.0854752213, other_time: 1.8818950653
epoch time: 3.6498918533s, input_fired_time: 0.0340583026, output_fired_time: 0.0000000000, propagate_forward_time: 3.2590310574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568024635
validation[          , genome  2338] predictions:    9457/  10000 (94.57%), best:    9450/10000 (94.50%), error:      1908.01343, best error:      1865.71484 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 39.1868057251s, input_fired_time: 0.3000491858, output_fired_time: 0.2124608457, propagate_forward_time: 16.0612182617, propagate_backward_time: 20.6937923431, weight_update_time: 0.0873568133, other_time: 1.9192867279
epoch time: 3.6824080944s, input_fired_time: 0.0348196030, output_fired_time: 0.0000000000, propagate_forward_time: 3.2973613739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502271175
validation[          , genome  2338] predictions:    9441/  10000 (94.41%), best:    9450/10000 (94.50%), error:      1913.44629, best error:      1865.71484 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 39.7009353638s, input_fired_time: 0.3042566478, output_fired_time: 0.2194070518, propagate_forward_time: 16.2351741791, propagate_backward_time: 21.0259456635, weight_update_time: 0.0888871178, other_time: 1.9161529541
epoch time: 3.4012718201s, input_fired_time: 0.0324341841, output_fired_time: 0.0000000000, propagate_forward_time: 3.0328686237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359689713
validation[          , genome  2338] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1863.53101, best error:      1863.53101 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 39.0808753967s, input_fired_time: 0.3004155755, output_fired_time: 0.2159830630, propagate_forward_time: 15.9946422577, propagate_backward_time: 20.6572437286, weight_update_time: 0.0873138532, other_time: 1.9125900269
epoch time: 3.5694873333s, input_fired_time: 0.0338116288, output_fired_time: 0.0000000000, propagate_forward_time: 3.1850478649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506278992
validation[          , genome  2338] predictions:    9458/  10000 (94.58%), best:    9473/10000 (94.73%), error:      1916.93811, best error:      1863.53101 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 37.3266754150s, input_fired_time: 0.2905137241, output_fired_time: 0.2042449862, propagate_forward_time: 15.1617650986, propagate_backward_time: 19.8066654205, weight_update_time: 0.0836854801, other_time: 1.8634853363
epoch time: 3.3783254623s, input_fired_time: 0.0320989899, output_fired_time: 0.0000000000, propagate_forward_time: 3.0140714645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321549892
validation[          , genome  2338] predictions:    9410/  10000 (94.10%), best:    9473/10000 (94.73%), error:      2029.24902, best error:      1863.53101 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.7654571533s, input_fired_time: 0.3042043447, output_fired_time: 0.2185325325, propagate_forward_time: 16.3176879883, propagate_backward_time: 21.0199756622, weight_update_time: 0.0885961279, other_time: 1.9050579071
epoch time: 3.6426844597s, input_fired_time: 0.0343004987, output_fired_time: 0.0000000000, propagate_forward_time: 3.2614099979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469738960
validation[          , genome  2338] predictions:    9447/  10000 (94.47%), best:    9473/10000 (94.73%), error:      1898.87378, best error:      1863.53101 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 39.4670677185s, input_fired_time: 0.2998203635, output_fired_time: 0.2102640271, propagate_forward_time: 16.2624626160, propagate_backward_time: 20.7875404358, weight_update_time: 0.0879525319, other_time: 1.9069824219
epoch time: 3.1824104786s, input_fired_time: 0.0309515428, output_fired_time: 0.0000000000, propagate_forward_time: 2.8265435696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249154091
validation[          , genome  2338] predictions:    9416/  10000 (94.16%), best:    9473/10000 (94.73%), error:      1977.71082, best error:      1863.53101 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 39.6979904175s, input_fired_time: 0.3032217622, output_fired_time: 0.2195708007, propagate_forward_time: 16.2602138519, propagate_backward_time: 20.9977474213, weight_update_time: 0.0886847973, other_time: 1.9172363281
epoch time: 3.6372902393s, input_fired_time: 0.0343933739, output_fired_time: 0.0000000000, propagate_forward_time: 3.2547204494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481764793
validation[          , genome  2338] predictions:    9438/  10000 (94.38%), best:    9473/10000 (94.73%), error:      1915.79077, best error:      1863.53101 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 38.7378158569s, input_fired_time: 0.2993718386, output_fired_time: 0.2147766054, propagate_forward_time: 15.8470983505, propagate_backward_time: 20.4869976044, weight_update_time: 0.0864900723, other_time: 1.8895702362
epoch time: 3.6347968578s, input_fired_time: 0.0345593542, output_fired_time: 0.0000000000, propagate_forward_time: 3.2502727509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499648571
validation[          , genome  2338] predictions:    9442/  10000 (94.42%), best:    9473/10000 (94.73%), error:      1956.48901, best error:      1863.53101 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 39.2404327393s, input_fired_time: 0.3029707372, output_fired_time: 0.2159121335, propagate_forward_time: 16.0514373779, propagate_backward_time: 20.7459583282, weight_update_time: 0.0870533437, other_time: 1.9241542816
epoch time: 3.6419832706s, input_fired_time: 0.0344253033, output_fired_time: 0.0000000000, propagate_forward_time: 3.2508270741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567309380
validation[          , genome  2338] predictions:    9416/  10000 (94.16%), best:    9473/10000 (94.73%), error:      2085.95483, best error:      1863.53101 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 39.1348915100s, input_fired_time: 0.3026810586, output_fired_time: 0.2166303396, propagate_forward_time: 16.0174465179, propagate_backward_time: 20.6814041138, weight_update_time: 0.0874252245, other_time: 1.9167308807
epoch time: 3.6361680031s, input_fired_time: 0.0347775295, output_fired_time: 0.0000000000, propagate_forward_time: 3.2448816299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565087318
validation[          , genome  2338] predictions:    9461/  10000 (94.61%), best:    9473/10000 (94.73%), error:      1892.17432, best error:      1863.53101 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 39.6376876831s, input_fired_time: 0.3057147861, output_fired_time: 0.2190419137, propagate_forward_time: 16.2360668182, propagate_backward_time: 20.9471130371, weight_update_time: 0.0885091722, other_time: 1.9297504425
epoch time: 3.3678486347s, input_fired_time: 0.0329790115, output_fired_time: 0.0000000000, propagate_forward_time: 3.0018801689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329894543
validation[          , genome  2338] predictions:    9452/  10000 (94.52%), best:    9473/10000 (94.73%), error:      1874.15979, best error:      1863.53101 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.7114067078s, input_fired_time: 0.3057428598, output_fired_time: 0.2173264921, propagate_forward_time: 16.2963600159, propagate_backward_time: 20.9886951447, weight_update_time: 0.0884649679, other_time: 1.9032802582
epoch time: 3.6447765827s, input_fired_time: 0.0345470123, output_fired_time: 0.0000000000, propagate_forward_time: 3.2622516155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479778767
validation[          , genome  2338] predictions:    9463/  10000 (94.63%), best:    9473/10000 (94.73%), error:      1910.34668, best error:      1863.53101 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 39.7889137268s, input_fired_time: 0.3070273697, output_fired_time: 0.2189629376, propagate_forward_time: 16.3048305511, propagate_backward_time: 21.0245723724, weight_update_time: 0.0884482488, other_time: 1.9335212708
epoch time: 3.6508986950s, input_fired_time: 0.0347760841, output_fired_time: 0.0000000000, propagate_forward_time: 3.2607562542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553664684
validation[          , genome  2338] predictions:    9413/  10000 (94.13%), best:    9473/10000 (94.73%), error:      1991.29761, best error:      1863.53101 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.7732276917s, input_fired_time: 0.3063388765, output_fired_time: 0.2193334550, propagate_forward_time: 16.3052864075, propagate_backward_time: 21.0281772614, weight_update_time: 0.0884993821, other_time: 1.9140911102
epoch time: 3.6453540325s, input_fired_time: 0.0344923809, output_fired_time: 0.0000000000, propagate_forward_time: 3.2628536224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480079174
validation[          , genome  2338] predictions:    9442/  10000 (94.42%), best:    9473/10000 (94.73%), error:      1928.18677, best error:      1863.53101 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 39.0871658325s, input_fired_time: 0.3022964895, output_fired_time: 0.2155427486, propagate_forward_time: 15.9988050461, propagate_backward_time: 20.6845111847, weight_update_time: 0.0870515704, other_time: 1.8860111237
epoch time: 3.6033184528s, input_fired_time: 0.0345773697, output_fired_time: 0.0000000000, propagate_forward_time: 3.2184178829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503232002
validation[          , genome  2338] predictions:    9433/  10000 (94.33%), best:    9473/10000 (94.73%), error:      1900.04260, best error:      1863.53101 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 37.6584701538s, input_fired_time: 0.2969987690, output_fired_time: 0.2142682821, propagate_forward_time: 15.3570747375, propagate_backward_time: 19.9124011993, weight_update_time: 0.0839057416, other_time: 1.8777294159
epoch time: 3.6502876282s, input_fired_time: 0.0349366292, output_fired_time: 0.0000000000, propagate_forward_time: 3.2597758770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555750847
validation[          , genome  2338] predictions:    9419/  10000 (94.19%), best:    9473/10000 (94.73%), error:      1990.48816, best error:      1863.53101 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 39.7653579712s, input_fired_time: 0.3084651828, output_fired_time: 0.2195902765, propagate_forward_time: 16.3022136688, propagate_backward_time: 21.0269050598, weight_update_time: 0.0885387883, other_time: 1.9081859589
epoch time: 3.5106320381s, input_fired_time: 0.0337968916, output_fired_time: 0.0000000000, propagate_forward_time: 3.1359283924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409068584
validation[          , genome  2338] predictions:    9430/  10000 (94.30%), best:    9473/10000 (94.73%), error:      1952.42004, best error:      1863.53101 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 39.6954002380s, input_fired_time: 0.3067377508, output_fired_time: 0.2181314379, propagate_forward_time: 16.2879009247, propagate_backward_time: 20.9811077118, weight_update_time: 0.0885871500, other_time: 1.9015235901
epoch time: 3.6399819851s, input_fired_time: 0.0347603820, output_fired_time: 0.0000000000, propagate_forward_time: 3.2576444149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475770950
validation[          , genome  2338] predictions:    9448/  10000 (94.48%), best:    9473/10000 (94.73%), error:      1913.65015, best error:      1863.53101 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 39.5832557678s, input_fired_time: 0.3068980575, output_fired_time: 0.2177145928, propagate_forward_time: 16.2200164795, propagate_backward_time: 20.9041461945, weight_update_time: 0.0879893377, other_time: 1.9344806671
epoch time: 3.6351039410s, input_fired_time: 0.0351882279, output_fired_time: 0.0000000000, propagate_forward_time: 3.2444174290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554983139
validation[          , genome  2338] predictions:    9456/  10000 (94.56%), best:    9473/10000 (94.73%), error:      1872.26270, best error:      1863.53101 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 39.3108520508s, input_fired_time: 0.3065787554, output_fired_time: 0.2176188827, propagate_forward_time: 16.1011028290, propagate_backward_time: 20.7849216461, weight_update_time: 0.0879251957, other_time: 1.9006309509
epoch time: 3.6286022663s, input_fired_time: 0.0347579606, output_fired_time: 0.0000000000, propagate_forward_time: 3.2452442646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486001492
validation[          , genome  2338] predictions:    9431/  10000 (94.31%), best:    9473/10000 (94.73%), error:      1982.83350, best error:      1863.53101 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 39.1691017151s, input_fired_time: 0.3034361899, output_fired_time: 0.2140974551, propagate_forward_time: 16.0792255402, propagate_backward_time: 20.6874446869, weight_update_time: 0.0873073712, other_time: 1.8848991394
epoch time: 3.6284089088s, input_fired_time: 0.0344189368, output_fired_time: 0.0000000000, propagate_forward_time: 3.2400655746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539245129
validation[          , genome  2338] predictions:    9416/  10000 (94.16%), best:    9473/10000 (94.73%), error:      2067.42725, best error:      1863.53101 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 39.5667190552s, input_fired_time: 0.3061775267, output_fired_time: 0.2178999186, propagate_forward_time: 16.2134628296, propagate_backward_time: 20.9055957794, weight_update_time: 0.0881109163, other_time: 1.9235820770
epoch time: 3.6256082058s, input_fired_time: 0.0345348418, output_fired_time: 0.0000000000, propagate_forward_time: 3.2440943718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469789028
validation[          , genome  2338] predictions:    9443/  10000 (94.43%), best:    9473/10000 (94.73%), error:      1889.37842, best error:      1863.53101 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 39.1210594177s, input_fired_time: 0.3033399582, output_fired_time: 0.2162671387, propagate_forward_time: 16.0342235565, propagate_backward_time: 20.6764087677, weight_update_time: 0.0871424153, other_time: 1.8908195496
epoch time: 3.6178605556s, input_fired_time: 0.0348858796, output_fired_time: 0.0000000000, propagate_forward_time: 3.2364742756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465003967
validation[          , genome  2338] predictions:    9454/  10000 (94.54%), best:    9473/10000 (94.73%), error:      1928.61438, best error:      1863.53101 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 39.6315803528s, input_fired_time: 0.3071452379, output_fired_time: 0.2145656645, propagate_forward_time: 16.1813163757, propagate_backward_time: 20.9991874695, weight_update_time: 0.0884801149, other_time: 1.9293670654
epoch time: 3.6349177361s, input_fired_time: 0.0344639271, output_fired_time: 0.0000000000, propagate_forward_time: 3.2457234859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547303677
validation[          , genome  2338] predictions:    9468/  10000 (94.68%), best:    9473/10000 (94.73%), error:      1878.33936, best error:      1863.53101 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 39.6862907410s, input_fired_time: 0.3083799779, output_fired_time: 0.2199407071, propagate_forward_time: 16.2359256744, propagate_backward_time: 21.0100879669, weight_update_time: 0.0888330191, other_time: 1.9119567871
epoch time: 3.6287853718s, input_fired_time: 0.0350598916, output_fired_time: 0.0000000000, propagate_forward_time: 3.2463941574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473312855
validation[          , genome  2338] predictions:    9440/  10000 (94.40%), best:    9473/10000 (94.73%), error:      1916.17908, best error:      1863.53101 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 39.3807601929s, input_fired_time: 0.3074324727, output_fired_time: 0.2189114243, propagate_forward_time: 16.1183128357, propagate_backward_time: 20.8486633301, weight_update_time: 0.0882278085, other_time: 1.8874397278
epoch time: 3.6385340691s, input_fired_time: 0.0350909010, output_fired_time: 0.0000000000, propagate_forward_time: 3.2564888000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469543457
validation[          , genome  2338] predictions:    9418/  10000 (94.18%), best:    9473/10000 (94.73%), error:      2002.38904, best error:      1863.53101 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 39.7949295044s, input_fired_time: 0.3092659712, output_fired_time: 0.2204069048, propagate_forward_time: 16.2759284973, propagate_backward_time: 21.0596504211, weight_update_time: 0.0889026672, other_time: 1.9296798706
epoch time: 3.6453835964s, input_fired_time: 0.0348968133, output_fired_time: 0.0000000000, propagate_forward_time: 3.2560603619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544263840
validation[          , genome  2338] predictions:    9461/  10000 (94.61%), best:    9473/10000 (94.73%), error:      1873.27405, best error:      1863.53101 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 39.8187179565s, input_fired_time: 0.3100258708, output_fired_time: 0.2207272798, propagate_forward_time: 16.2944259644, propagate_backward_time: 21.0849018097, weight_update_time: 0.0890402049, other_time: 1.9086399078
epoch time: 3.6400549412s, input_fired_time: 0.0350697860, output_fired_time: 0.0000000000, propagate_forward_time: 3.2580754757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469097614
validation[          , genome  2338] predictions:    9429/  10000 (94.29%), best:    9473/10000 (94.73%), error:      1941.98340, best error:      1863.53101 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 39.8022460938s, input_fired_time: 0.3092137575, output_fired_time: 0.2208895087, propagate_forward_time: 16.2922096252, propagate_backward_time: 21.0817375183, weight_update_time: 0.0890332609, other_time: 1.8981933594
epoch time: 3.6432261467s, input_fired_time: 0.0353388973, output_fired_time: 0.0000000000, propagate_forward_time: 3.2599794865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479077816
validation[          , genome  2338] predictions:    9410/  10000 (94.10%), best:    9473/10000 (94.73%), error:      2009.39917, best error:      1863.53101 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 38.3928871155s, input_fired_time: 0.3026688397, output_fired_time: 0.2126642466, propagate_forward_time: 15.6779613495, propagate_backward_time: 20.3086032867, weight_update_time: 0.0856410116, other_time: 1.8909873962
epoch time: 3.6454370022s, input_fired_time: 0.0356599838, output_fired_time: 0.0000000000, propagate_forward_time: 3.2537376881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560392857
validation[          , genome  2338] predictions:    9423/  10000 (94.23%), best:    9473/10000 (94.73%), error:      1991.00830, best error:      1863.53101 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 38.7743797302s, input_fired_time: 0.3043353260, output_fired_time: 0.2147590518, propagate_forward_time: 15.8657627106, propagate_backward_time: 20.5137729645, weight_update_time: 0.0868365988, other_time: 1.8757476807
epoch time: 3.6413080692s, input_fired_time: 0.0351846218, output_fired_time: 0.0000000000, propagate_forward_time: 3.2572114468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489120007
validation[          , genome  2338] predictions:    9455/  10000 (94.55%), best:    9473/10000 (94.73%), error:      1882.87964, best error:      1863.53101 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 39.1482391357s, input_fired_time: 0.3073448241, output_fired_time: 0.2172963470, propagate_forward_time: 16.0327072144, propagate_backward_time: 20.7032527924, weight_update_time: 0.0872349292, other_time: 1.8876361847
epoch time: 3.6489636898s, input_fired_time: 0.0352907665, output_fired_time: 0.0000000000, propagate_forward_time: 3.2629699707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507030010
validation[          , genome  2338] predictions:    9426/  10000 (94.26%), best:    9473/10000 (94.73%), error:      1968.79187, best error:      1863.53101 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 39.9000740051s, input_fired_time: 0.3111611605, output_fired_time: 0.2206901908, propagate_forward_time: 16.2992420197, propagate_backward_time: 21.1205120087, weight_update_time: 0.0891731828, other_time: 1.9484672546
epoch time: 3.6480667591s, input_fired_time: 0.0353827551, output_fired_time: 0.0000000000, propagate_forward_time: 3.2568862438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557977676
validation[          , genome  2338] predictions:    9443/  10000 (94.43%), best:    9473/10000 (94.73%), error:      1975.77454, best error:      1863.53101 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 39.8799476624s, input_fired_time: 0.3108305931, output_fired_time: 0.2209596634, propagate_forward_time: 16.2906932831, propagate_backward_time: 21.1082935333, weight_update_time: 0.0895030499, other_time: 1.9491729736
epoch time: 3.6482946873s, input_fired_time: 0.0350084566, output_fired_time: 0.0000000000, propagate_forward_time: 3.2576191425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556671143
validation[          , genome  2338] predictions:    9442/  10000 (94.42%), best:    9473/10000 (94.73%), error:      1936.23279, best error:      1863.53101 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 39.8680648804s, input_fired_time: 0.3115573227, output_fired_time: 0.2209815681, propagate_forward_time: 16.3007183075, propagate_backward_time: 21.1074199677, weight_update_time: 0.0890764594, other_time: 1.9273872375
epoch time: 3.6506595612s, input_fired_time: 0.0353251919, output_fired_time: 0.0000000000, propagate_forward_time: 3.2601568699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551774025
validation[          , genome  2338] predictions:    9448/  10000 (94.48%), best:    9473/10000 (94.73%), error:      1956.48596, best error:      1863.53101 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 37.2802047729s, input_fired_time: 0.2973519266, output_fired_time: 0.2068911940, propagate_forward_time: 15.1972017288, propagate_backward_time: 19.7272434235, weight_update_time: 0.0831752419, other_time: 1.8515186310
epoch time: 3.5131843090s, input_fired_time: 0.0340349562, output_fired_time: 0.0000000000, propagate_forward_time: 3.1413087845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378405571
validation[          , genome  2338] predictions:    9449/  10000 (94.49%), best:    9473/10000 (94.73%), error:      1899.73132, best error:      1863.53101 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 39.8228378296s, input_fired_time: 0.3111219406, output_fired_time: 0.2198085487, propagate_forward_time: 16.2937202454, propagate_backward_time: 21.0699634552, weight_update_time: 0.0888439938, other_time: 1.9282245636
epoch time: 3.6458928585s, input_fired_time: 0.0358464569, output_fired_time: 0.0000000000, propagate_forward_time: 3.2568261623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532202244
validation[          , genome  2338] predictions:    9453/  10000 (94.53%), best:    9473/10000 (94.73%), error:      1889.60254, best error:      1863.53101 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 39.8107032776s, input_fired_time: 0.3103360832, output_fired_time: 0.2201666534, propagate_forward_time: 16.2960624695, propagate_backward_time: 21.0671081543, weight_update_time: 0.0888952389, other_time: 1.9170303345
epoch time: 3.6475276947s, input_fired_time: 0.0355404802, output_fired_time: 0.0000000000, propagate_forward_time: 3.2596189976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523681164
validation[          , genome  2338] predictions:    9449/  10000 (94.49%), best:    9473/10000 (94.73%), error:      1950.70618, best error:      1863.53101 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 39.3575325012s, input_fired_time: 0.3088553846, output_fired_time: 0.2180823386, propagate_forward_time: 16.1012191772, propagate_backward_time: 20.8225040436, weight_update_time: 0.0878864005, other_time: 1.9068698883
epoch time: 3.6579968929s, input_fired_time: 0.0358903185, output_fired_time: 0.0000000000, propagate_forward_time: 3.2695350647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525714874
validation[          , genome  2338] predictions:    9455/  10000 (94.55%), best:    9473/10000 (94.73%), error:      1916.20642, best error:      1863.53101 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 37.5360794067s, input_fired_time: 0.2993194461, output_fired_time: 0.2075938880, propagate_forward_time: 15.3265323639, propagate_backward_time: 19.8555679321, weight_update_time: 0.0839208812, other_time: 1.8470668793
epoch time: 3.6416287422s, input_fired_time: 0.0354986563, output_fired_time: 0.0000000000, propagate_forward_time: 3.2578406334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482894897
validation[          , genome  2338] predictions:    9445/  10000 (94.45%), best:    9473/10000 (94.73%), error:      1932.11731, best error:      1863.53101 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 37.6855010986s, input_fired_time: 0.2991431057, output_fired_time: 0.2078201920, propagate_forward_time: 15.4031171799, propagate_backward_time: 19.9425201416, weight_update_time: 0.0843774155, other_time: 1.8328971863
epoch time: 3.5378189087s, input_fired_time: 0.0348098539, output_fired_time: 0.0000000000, propagate_forward_time: 3.1611986160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418104649
validation[          , genome  2338] predictions:    9465/  10000 (94.65%), best:    9473/10000 (94.73%), error:      1919.78784, best error:      1863.53101 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 38.7523231506s, input_fired_time: 0.3067565262, output_fired_time: 0.2143086493, propagate_forward_time: 15.8391532898, propagate_backward_time: 20.5200443268, weight_update_time: 0.0869596004, other_time: 1.8720607758
epoch time: 3.6316766739s, input_fired_time: 0.0353818946, output_fired_time: 0.0000000000, propagate_forward_time: 3.2487657070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475291729
validation[          , genome  2338] predictions:    9432/  10000 (94.32%), best:    9473/10000 (94.73%), error:      1994.92114, best error:      1863.53101 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 39.6381454468s, input_fired_time: 0.3108702004, output_fired_time: 0.2186836302, propagate_forward_time: 16.2205371857, propagate_backward_time: 20.9903373718, weight_update_time: 0.0886620879, other_time: 1.8977146149
epoch time: 3.6317040920s, input_fired_time: 0.0356191732, output_fired_time: 0.0000000000, propagate_forward_time: 3.2473316193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487532139
validation[          , genome  2338] predictions:    9456/  10000 (94.56%), best:    9473/10000 (94.73%), error:      1896.60962, best error:      1863.53101 on epoch:    59, 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: 18.1994323730s, input_fired_time: 0.1704621762, output_fired_time: 0.0000000000, propagate_forward_time: 16.2481899261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7807807922
best training[          , genome  2338] predictions:   47952/  50000 (95.90%), best:    9473/10000 (94.73%), error:      7395.69482, best error:      1863.53101 on epoch:    59, 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: 3.6364486217s, input_fired_time: 0.0336546488, output_fired_time: 0.0000000000, propagate_forward_time: 3.2490510941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537428379
   testing[          , genome  2338] predictions:    9515/  10000 (95.15%), best:    9473/10000 (94.73%), error:      1711.70300, best error:      1863.53101 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:32:24 (69893): called boinc_finish(0)

</stderr_txt>
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