Nameexact_genome_1512568488_42_7175_0
Workunit2607132
Created8 Dec 2017, 0:16:01 UTC
Sent8 Dec 2017, 0:23:08 UTC
Report deadline13 Dec 2017, 17:41:13 UTC
Received8 Dec 2017, 9:34:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 42 min 57 sec
CPU time1 hours 42 min 57 sec
Validate stateValid
Credit1,430.23
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.54 MB
Peak swap size153.40 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
arning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 55.2468490601s, input_fired_time: 0.8268905282, output_fired_time: 0.5497571230, propagate_forward_time: 21.3719654083, propagate_backward_time: 30.7890892029, weight_update_time: 0.0742808431, other_time: 1.7091484070
epoch time: 4.6350121498s, input_fired_time: 0.0830050483, output_fired_time: 0.0000000000, propagate_forward_time: 4.2527723312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992348671
validation[          , genome  7175] predictions:    9678/  10000 (96.78%), best:    9683/10000 (96.83%), error:      1059.21716, best error:      1017.72583 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 55.1917762756s, input_fired_time: 0.8253152370, output_fired_time: 0.5467359424, propagate_forward_time: 21.3443031311, propagate_backward_time: 30.7788772583, weight_update_time: 0.0739888847, other_time: 1.6965446472
epoch time: 4.6207623482s, input_fired_time: 0.0830755234, output_fired_time: 0.0000000000, propagate_forward_time: 4.2387719154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989149094
validation[          , genome  7175] predictions:    9658/  10000 (96.58%), best:    9683/10000 (96.83%), error:      1078.86377, best error:      1017.72583 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.3383674622s, input_fired_time: 0.8261780143, output_fired_time: 0.5469371080, propagate_forward_time: 21.4346237183, propagate_backward_time: 30.8369598389, weight_update_time: 0.0742988661, other_time: 1.6936683655
epoch time: 4.8089475632s, input_fired_time: 0.0852607563, output_fired_time: 0.0000000000, propagate_forward_time: 4.4155101776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081765175
validation[          , genome  7175] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       992.55615, best error:       992.55615 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.8305778503s, input_fired_time: 0.8205302954, output_fired_time: 0.5401709676, propagate_forward_time: 21.1480388641, propagate_backward_time: 30.6433486938, weight_update_time: 0.0735477731, other_time: 1.6784896851
epoch time: 4.8137817383s, input_fired_time: 0.0847397074, output_fired_time: 0.0000000000, propagate_forward_time: 4.4229483604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060936928
validation[          , genome  7175] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       954.20160, best error:       954.20160 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.8637199402s, input_fired_time: 0.8212668896, output_fired_time: 0.5410693288, propagate_forward_time: 21.1907958984, propagate_backward_time: 30.6535015106, weight_update_time: 0.0736522451, other_time: 1.6570873260
epoch time: 4.7398777008s, input_fired_time: 0.0844634473, output_fired_time: 0.0000000000, propagate_forward_time: 4.3567709923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986431122
validation[          , genome  7175] predictions:    9715/  10000 (97.15%), best:    9718/10000 (97.18%), error:       981.60760, best error:       954.20160 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 55.8269081116s, input_fired_time: 0.8284854889, output_fired_time: 0.5464510918, propagate_forward_time: 21.5878047943, propagate_backward_time: 31.1828155518, weight_update_time: 0.0750105754, other_time: 1.6813507080
epoch time: 4.5833148956s, input_fired_time: 0.0834732801, output_fired_time: 0.0000000000, propagate_forward_time: 4.2039752007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958664894
validation[          , genome  7175] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       919.21173, best error:       919.21173 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.5968360901s, input_fired_time: 0.8217470646, output_fired_time: 0.5353371501, propagate_forward_time: 21.0826168060, propagate_backward_time: 30.5017490387, weight_update_time: 0.0735600144, other_time: 1.6553859711
epoch time: 4.5854606628s, input_fired_time: 0.0862769708, output_fired_time: 0.0000000000, propagate_forward_time: 4.2056527138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935309410
validation[          , genome  7175] predictions:    9698/  10000 (96.98%), best:    9717/10000 (97.17%), error:       995.59143, best error:       919.21173 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 54.4410514832s, input_fired_time: 0.8152282834, output_fired_time: 0.5311551690, propagate_forward_time: 20.9889011383, propagate_backward_time: 30.4895095825, weight_update_time: 0.0730817541, other_time: 1.6162567139
epoch time: 4.5687117577s, input_fired_time: 0.0805413052, output_fired_time: 0.0000000000, propagate_forward_time: 4.1991019249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890686989
validation[          , genome  7175] predictions:    9626/  10000 (96.26%), best:    9717/10000 (97.17%), error:      1145.07617, best error:       919.21173 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.6224403381s, input_fired_time: 0.8195756674, output_fired_time: 0.5348176956, propagate_forward_time: 21.0353393555, propagate_backward_time: 30.5865192413, weight_update_time: 0.0731605515, other_time: 1.6461887360
epoch time: 4.5762500763s, input_fired_time: 0.0852948278, output_fired_time: 0.0000000000, propagate_forward_time: 4.1983437538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926115990
validation[          , genome  7175] predictions:    9657/  10000 (96.57%), best:    9717/10000 (97.17%), error:      1089.94092, best error:       919.21173 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 54.5321426392s, input_fired_time: 0.8216420412, output_fired_time: 0.5325050950, propagate_forward_time: 20.9897651672, propagate_backward_time: 30.5542392731, weight_update_time: 0.0731355920, other_time: 1.6339893341
epoch time: 4.5687270164s, input_fired_time: 0.0831405744, output_fired_time: 0.0000000000, propagate_forward_time: 4.1967763901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888102531
validation[          , genome  7175] predictions:    9677/  10000 (96.77%), best:    9717/10000 (97.17%), error:      1074.76477, best error:       919.21173 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.5914230347s, input_fired_time: 0.8188854456, output_fired_time: 0.5309200883, propagate_forward_time: 21.0018463135, propagate_backward_time: 30.6168975830, weight_update_time: 0.0732028261, other_time: 1.6228713989
epoch time: 4.6737313271s, input_fired_time: 0.0840601027, output_fired_time: 0.0000000000, propagate_forward_time: 4.2951102257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945609093
validation[          , genome  7175] predictions:    9638/  10000 (96.38%), best:    9717/10000 (97.17%), error:      1136.73523, best error:       919.21173 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 54.7773971558s, input_fired_time: 0.8220264912, output_fired_time: 0.5343103409, propagate_forward_time: 21.0479736328, propagate_backward_time: 30.7433986664, weight_update_time: 0.0732576102, other_time: 1.6296901703
epoch time: 4.5766878128s, input_fired_time: 0.0863900110, output_fired_time: 0.0000000000, propagate_forward_time: 4.2003378868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899599075
validation[          , genome  7175] predictions:    9689/  10000 (96.89%), best:    9717/10000 (97.17%), error:      1036.98535, best error:       919.21173 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.7571678162s, input_fired_time: 0.8219968677, output_fired_time: 0.5330536366, propagate_forward_time: 21.0516948700, propagate_backward_time: 30.7145824432, weight_update_time: 0.0730981380, other_time: 1.6358356476
epoch time: 4.5769901276s, input_fired_time: 0.0850741118, output_fired_time: 0.0000000000, propagate_forward_time: 4.1984691620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934470177
validation[          , genome  7175] predictions:    9695/  10000 (96.95%), best:    9717/10000 (97.17%), error:      1026.39404, best error:       919.21173 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 55.1373558044s, input_fired_time: 0.8227250576, output_fired_time: 0.5391409397, propagate_forward_time: 21.1579418182, propagate_backward_time: 30.9570178986, weight_update_time: 0.0736494809, other_time: 1.6605281830
epoch time: 4.5782866478s, input_fired_time: 0.0835521668, output_fired_time: 0.0000000000, propagate_forward_time: 4.2007040977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940301895
validation[          , genome  7175] predictions:    9651/  10000 (96.51%), best:    9717/10000 (97.17%), error:      1121.26892, best error:       919.21173 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.9592933655s, input_fired_time: 0.8259287477, output_fired_time: 0.5403627157, propagate_forward_time: 21.0602111816, propagate_backward_time: 30.8727912903, weight_update_time: 0.0733079687, other_time: 1.6599998474
epoch time: 4.5755486488s, input_fired_time: 0.0830794349, output_fired_time: 0.0000000000, propagate_forward_time: 4.2001647949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923045158
validation[          , genome  7175] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       894.00287, best error:       894.00287 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 55.1129264832s, input_fired_time: 0.8313832879, output_fired_time: 0.5392844081, propagate_forward_time: 21.0911617279, propagate_backward_time: 30.9758491516, weight_update_time: 0.0742041990, other_time: 1.6752510071
epoch time: 4.6199698448s, input_fired_time: 0.0841125324, output_fired_time: 0.0000000000, propagate_forward_time: 4.2411427498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947144508
validation[          , genome  7175] predictions:    9683/  10000 (96.83%), best:    9728/10000 (97.28%), error:      1009.85315, best error:       894.00287 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.1820030212s, input_fired_time: 0.8283491731, output_fired_time: 0.5374163389, propagate_forward_time: 21.1293697357, propagate_backward_time: 31.0217838287, weight_update_time: 0.0735907704, other_time: 1.6650829315
epoch time: 4.6261987686s, input_fired_time: 0.0861104503, output_fired_time: 0.0000000000, propagate_forward_time: 4.2434024811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966856956
validation[          , genome  7175] predictions:    9708/  10000 (97.08%), best:    9728/10000 (97.28%), error:       981.91742, best error:       894.00287 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 55.3175315857s, input_fired_time: 0.8317988515, output_fired_time: 0.5377900600, propagate_forward_time: 21.1557426453, propagate_backward_time: 31.1062660217, weight_update_time: 0.0740001276, other_time: 1.6859359741
epoch time: 4.5877852440s, input_fired_time: 0.0841697529, output_fired_time: 0.0000000000, propagate_forward_time: 4.2088336945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947816849
validation[          , genome  7175] predictions:    9645/  10000 (96.45%), best:    9728/10000 (97.28%), error:      1156.09119, best error:       894.00287 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 55.0826568604s, input_fired_time: 0.8284573555, output_fired_time: 0.5369732380, propagate_forward_time: 21.0930309296, propagate_backward_time: 30.9678535461, weight_update_time: 0.0735296085, other_time: 1.6563453674
epoch time: 4.5776066780s, input_fired_time: 0.0847086906, output_fired_time: 0.0000000000, propagate_forward_time: 4.1995348930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933630943
validation[          , genome  7175] predictions:    9671/  10000 (96.71%), best:    9728/10000 (97.28%), error:      1074.62732, best error:       894.00287 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 55.0950698853s, input_fired_time: 0.8298924565, output_fired_time: 0.5359165668, propagate_forward_time: 21.0430240631, propagate_backward_time: 31.0340137482, weight_update_time: 0.0735178068, other_time: 1.6522274017
epoch time: 4.5813393593s, input_fired_time: 0.0874906108, output_fired_time: 0.0000000000, propagate_forward_time: 4.2006149292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932338715
validation[          , genome  7175] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:       985.04169, best error:       894.00287 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 55.0372810364s, input_fired_time: 0.8312500715, output_fired_time: 0.5362902284, propagate_forward_time: 21.0149307251, propagate_backward_time: 31.0028533936, weight_update_time: 0.0734474957, other_time: 1.6519584656
epoch time: 4.5788969994s, input_fired_time: 0.0864028856, output_fired_time: 0.0000000000, propagate_forward_time: 4.2001295090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923645973
validation[          , genome  7175] predictions:    9693/  10000 (96.93%), best:    9728/10000 (97.28%), error:       974.33417, best error:       894.00287 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.0460777283s, input_fired_time: 0.8316482306, output_fired_time: 0.5334901214, propagate_forward_time: 21.0042686462, propagate_backward_time: 31.0271892548, weight_update_time: 0.0735649019, other_time: 1.6494808197
epoch time: 4.5826191902s, input_fired_time: 0.0839770809, output_fired_time: 0.0000000000, propagate_forward_time: 4.2056055069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930364609
validation[          , genome  7175] predictions:    9714/  10000 (97.14%), best:    9728/10000 (97.28%), error:       938.09601, best error:       894.00287 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 55.3886795044s, input_fired_time: 0.8347478509, output_fired_time: 0.5389899015, propagate_forward_time: 21.1177520752, propagate_backward_time: 31.2329883575, weight_update_time: 0.0738071352, other_time: 1.6642017365
epoch time: 4.5793943405s, input_fired_time: 0.0853788108, output_fired_time: 0.0000000000, propagate_forward_time: 4.2005786896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934370041
validation[          , genome  7175] predictions:    9677/  10000 (96.77%), best:    9728/10000 (97.28%), error:      1033.83484, best error:       894.00287 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.1563606262s, input_fired_time: 0.8408305049, output_fired_time: 0.5443971753, propagate_forward_time: 21.3894157410, propagate_backward_time: 31.6894168854, weight_update_time: 0.0748219416, other_time: 1.6923007965
epoch time: 4.5786519051s, input_fired_time: 0.0845182613, output_fired_time: 0.0000000000, propagate_forward_time: 4.2010335922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930998802
validation[          , genome  7175] predictions:    9673/  10000 (96.73%), best:    9728/10000 (97.28%), error:       992.37006, best error:       894.00287 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 55.3821983337s, input_fired_time: 0.8359260559, output_fired_time: 0.5384042859, propagate_forward_time: 21.0883483887, propagate_backward_time: 31.2535018921, weight_update_time: 0.0736823753, other_time: 1.6660194397
epoch time: 4.5822057724s, input_fired_time: 0.0848053694, output_fired_time: 0.0000000000, propagate_forward_time: 4.2014465332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959537506
validation[          , genome  7175] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       868.44232, best error:       868.44232 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 55.2869033813s, input_fired_time: 0.8349137306, output_fired_time: 0.5367282033, propagate_forward_time: 21.0334186554, propagate_backward_time: 31.2267093658, weight_update_time: 0.0735549852, other_time: 1.6551342010
epoch time: 4.5784983635s, input_fired_time: 0.0847755075, output_fired_time: 0.0000000000, propagate_forward_time: 4.2004961967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932267189
validation[          , genome  7175] predictions:    9719/  10000 (97.19%), best:    9729/10000 (97.29%), error:       912.83582, best error:       868.44232 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.3497352600s, input_fired_time: 0.8347615004, output_fired_time: 0.5410709381, propagate_forward_time: 21.0442771912, propagate_backward_time: 31.2679119110, weight_update_time: 0.0735531300, other_time: 1.6617107391
epoch time: 4.5912451744s, input_fired_time: 0.0905986056, output_fired_time: 0.0000000000, propagate_forward_time: 4.2016673088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989792824
validation[          , genome  7175] predictions:    9684/  10000 (96.84%), best:    9729/10000 (97.29%), error:      1039.76953, best error:       868.44232 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 55.3911361694s, input_fired_time: 0.8367251754, output_fired_time: 0.5418680906, propagate_forward_time: 21.0459175110, propagate_backward_time: 31.3136978149, weight_update_time: 0.0737859607, other_time: 1.6529312134
epoch time: 4.5797147751s, input_fired_time: 0.0859497637, output_fired_time: 0.0000000000, propagate_forward_time: 4.2004795074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932853699
validation[          , genome  7175] predictions:    9654/  10000 (96.54%), best:    9729/10000 (97.29%), error:      1115.55774, best error:       868.44232 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 55.4739990234s, input_fired_time: 0.8387011290, output_fired_time: 0.5393797755, propagate_forward_time: 21.1053123474, propagate_backward_time: 31.3336086273, weight_update_time: 0.0737117156, other_time: 1.6569995880
epoch time: 4.5823950768s, input_fired_time: 0.0878879502, output_fired_time: 0.0000000000, propagate_forward_time: 4.2009282112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935791016
validation[          , genome  7175] predictions:    9716/  10000 (97.16%), best:    9729/10000 (97.29%), error:       911.78113, best error:       868.44232 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 55.3709793091s, input_fired_time: 0.8342235684, output_fired_time: 0.5339394212, propagate_forward_time: 21.0055980682, propagate_backward_time: 31.3336639404, weight_update_time: 0.0736018047, other_time: 1.6635513306
epoch time: 4.5814747810s, input_fired_time: 0.0857862532, output_fired_time: 0.0000000000, propagate_forward_time: 4.2003221512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953662872
validation[          , genome  7175] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       826.96082, best error:       826.96082 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 55.4024047852s, input_fired_time: 0.8354002833, output_fired_time: 0.5376192331, propagate_forward_time: 21.0103340149, propagate_backward_time: 31.3644828796, weight_update_time: 0.0736961961, other_time: 1.6545677185
epoch time: 4.5966215134s, input_fired_time: 0.0866134614, output_fired_time: 0.0000000000, propagate_forward_time: 4.2156786919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943291664
validation[          , genome  7175] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       944.90198, best error:       826.96082 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 55.8066368103s, input_fired_time: 0.8431314230, output_fired_time: 0.5414199829, propagate_forward_time: 21.1405525208, propagate_backward_time: 31.5993785858, weight_update_time: 0.0742379576, other_time: 1.6821537018
epoch time: 4.6877675056s, input_fired_time: 0.0884396061, output_fired_time: 0.0000000000, propagate_forward_time: 4.2959165573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034114838
validation[          , genome  7175] predictions:    9681/  10000 (96.81%), best:    9750/10000 (97.50%), error:      1051.06116, best error:       826.96082 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.8773155212s, input_fired_time: 0.8525733948, output_fired_time: 0.5483256578, propagate_forward_time: 21.6698818207, propagate_backward_time: 32.1177215576, weight_update_time: 0.0752244517, other_time: 1.6888122559
epoch time: 4.5802016258s, input_fired_time: 0.0840753168, output_fired_time: 0.0000000000, propagate_forward_time: 4.2049570084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911691666
validation[          , genome  7175] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       895.12201, best error:       826.96082 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.0466194153s, input_fired_time: 0.8455995917, output_fired_time: 0.5432060957, propagate_forward_time: 21.2359504700, propagate_backward_time: 31.7512702942, weight_update_time: 0.0749640986, other_time: 1.6705932617
epoch time: 4.7395114899s, input_fired_time: 0.0883422121, output_fired_time: 0.0000000000, propagate_forward_time: 4.3514404297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997288704
validation[          , genome  7175] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       811.26892, best error:       811.26892 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.7172470093s, input_fired_time: 0.8583481312, output_fired_time: 0.5564948916, propagate_forward_time: 21.9000415802, propagate_backward_time: 32.6858367920, weight_update_time: 0.0768654272, other_time: 1.7165222168
epoch time: 4.7357201576s, input_fired_time: 0.0873428956, output_fired_time: 0.0000000000, propagate_forward_time: 4.3493084908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990689278
validation[          , genome  7175] predictions:    9293/  10000 (92.93%), best:    9738/10000 (97.38%), error:      2433.47241, best error:       811.26892 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

resetting weights to those on epoch: 47
epoch time: 56.0922279358s, input_fired_time: 0.8436170816, output_fired_time: 0.5486956835, propagate_forward_time: 21.2103538513, propagate_backward_time: 31.8165760040, weight_update_time: 0.0748098791, other_time: 1.6729869843
epoch time: 4.7190527916s, input_fired_time: 0.0899227634, output_fired_time: 0.0000000000, propagate_forward_time: 4.3275332451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015966415
validation[          , genome  7175] predictions:    9745/  10000 (97.45%), best:    9738/10000 (97.38%), error:       853.17200, best error:       811.26892 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.5015869141s, input_fired_time: 0.8617482185, output_fired_time: 0.5564678311, propagate_forward_time: 21.7894935608, propagate_backward_time: 32.5754699707, weight_update_time: 0.0775107592, other_time: 1.7184066772
epoch time: 4.6578664780s, input_fired_time: 0.0913271233, output_fired_time: 0.0000000000, propagate_forward_time: 4.2690315247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975077629
validation[          , genome  7175] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:       920.74969, best error:       811.26892 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.5625228882s, input_fired_time: 0.8597050905, output_fired_time: 0.5537956357, propagate_forward_time: 21.8149375916, propagate_backward_time: 32.6321563721, weight_update_time: 0.0772464275, other_time: 1.7019271851
epoch time: 4.7818803787s, input_fired_time: 0.0923892707, output_fired_time: 0.0000000000, propagate_forward_time: 4.3857212067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037700653
validation[          , genome  7175] predictions:    9701/  10000 (97.01%), best:    9738/10000 (97.38%), error:       917.86652, best error:       811.26892 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.8213920593s, input_fired_time: 0.8642132878, output_fired_time: 0.5488094687, propagate_forward_time: 21.4875659943, propagate_backward_time: 32.1668624878, weight_update_time: 0.0781603307, other_time: 1.7539443970
epoch time: 4.7102112770s, input_fired_time: 0.0930854157, output_fired_time: 0.0000000000, propagate_forward_time: 4.3101239204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070020676
validation[          , genome  7175] predictions:    9706/  10000 (97.06%), best:    9738/10000 (97.38%), error:       978.88342, best error:       811.26892 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.9193496704s, input_fired_time: 0.8611044884, output_fired_time: 0.5490644574, propagate_forward_time: 21.5154151917, propagate_backward_time: 32.2767601013, weight_update_time: 0.0755258426, other_time: 1.7170066833
epoch time: 4.6444535255s, input_fired_time: 0.0897810608, output_fired_time: 0.0000000000, propagate_forward_time: 4.2551536560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995185852
validation[          , genome  7175] predictions:    9719/  10000 (97.19%), best:    9738/10000 (97.38%), error:       893.33887, best error:       811.26892 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.2939071655s, input_fired_time: 0.8534657359, output_fired_time: 0.5441658497, propagate_forward_time: 21.3543300629, propagate_backward_time: 31.8659286499, weight_update_time: 0.0755163878, other_time: 1.6760177612
epoch time: 4.5742583275s, input_fired_time: 0.0863893479, output_fired_time: 0.0000000000, propagate_forward_time: 4.1973786354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904901505
validation[          , genome  7175] predictions:    9723/  10000 (97.23%), best:    9738/10000 (97.38%), error:       907.45203, best error:       811.26892 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.7502861023s, input_fired_time: 0.8426613212, output_fired_time: 0.5367926359, propagate_forward_time: 21.0743370056, propagate_backward_time: 31.6637458801, weight_update_time: 0.0740918964, other_time: 1.6327476501
epoch time: 4.5758633614s, input_fired_time: 0.0876150578, output_fired_time: 0.0000000000, propagate_forward_time: 4.1978206635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904276848
validation[          , genome  7175] predictions:    9727/  10000 (97.27%), best:    9738/10000 (97.38%), error:       895.57800, best error:       811.26892 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 55.9350929260s, input_fired_time: 0.8441700339, output_fired_time: 0.5407792330, propagate_forward_time: 21.1420364380, propagate_backward_time: 31.7624549866, weight_update_time: 0.0744308978, other_time: 1.6456527710
epoch time: 4.5800170898s, input_fired_time: 0.0899382234, output_fired_time: 0.0000000000, propagate_forward_time: 4.1989727020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911062241
validation[          , genome  7175] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:       899.86395, best error:       811.26892 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.9776802063s, input_fired_time: 0.8465057611, output_fired_time: 0.5384808779, propagate_forward_time: 21.1591720581, propagate_backward_time: 31.7787075043, weight_update_time: 0.0747561604, other_time: 1.6548137665
epoch time: 4.6173992157s, input_fired_time: 0.0880135074, output_fired_time: 0.0000000000, propagate_forward_time: 4.2324218750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969636917
validation[          , genome  7175] predictions:    9753/  10000 (97.53%), best:    9738/10000 (97.38%), error:       827.70532, best error:       811.26892 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.1821975708s, input_fired_time: 0.8515512943, output_fired_time: 0.5405746102, propagate_forward_time: 21.2576408386, propagate_backward_time: 31.8684978485, weight_update_time: 0.0747784302, other_time: 1.6639347076
epoch time: 4.5760717392s, input_fired_time: 0.0864906088, output_fired_time: 0.0000000000, propagate_forward_time: 4.1984710693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911100388
validation[          , genome  7175] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       878.51624, best error:       811.26892 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.5815849304s, input_fired_time: 0.8511798382, output_fired_time: 0.5496307015, propagate_forward_time: 21.3515415192, propagate_backward_time: 32.1515312195, weight_update_time: 0.0751510486, other_time: 1.6777000427
epoch time: 4.5923695564s, input_fired_time: 0.0900160074, output_fired_time: 0.0000000000, propagate_forward_time: 4.2085347176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938189507
validation[          , genome  7175] predictions:    9742/  10000 (97.42%), best:    9738/10000 (97.38%), error:       812.88763, best error:       811.26892 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.5816993713s, input_fired_time: 0.8589684963, output_fired_time: 0.5488775373, propagate_forward_time: 21.3433437347, propagate_backward_time: 32.1519889832, weight_update_time: 0.0755481273, other_time: 1.6785240173
epoch time: 4.7237248421s, input_fired_time: 0.0914634988, output_fired_time: 0.0000000000, propagate_forward_time: 4.3315505981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007106781
validation[          , genome  7175] predictions:    9703/  10000 (97.03%), best:    9738/10000 (97.38%), error:       961.61481, best error:       811.26892 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.7557106018s, input_fired_time: 0.8592690229, output_fired_time: 0.5464573503, propagate_forward_time: 21.4349918365, propagate_backward_time: 32.2252883911, weight_update_time: 0.0758956075, other_time: 1.6897048950
epoch time: 4.5830945969s, input_fired_time: 0.0904668942, output_fired_time: 0.0000000000, propagate_forward_time: 4.1983313560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942962646
validation[          , genome  7175] predictions:    9728/  10000 (97.28%), best:    9738/10000 (97.38%), error:       846.22974, best error:       811.26892 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.6920471191s, input_fired_time: 0.8605287671, output_fired_time: 0.5501713753, propagate_forward_time: 21.3985805511, propagate_backward_time: 32.2036285400, weight_update_time: 0.0761823729, other_time: 1.6791381836
epoch time: 4.5790600777s, input_fired_time: 0.0880355686, output_fired_time: 0.0000000000, propagate_forward_time: 4.1992869377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917375565
validation[          , genome  7175] predictions:    9643/  10000 (96.43%), best:    9738/10000 (97.38%), error:      1091.87878, best error:       811.26892 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.1747360229s, input_fired_time: 0.8645378351, output_fired_time: 0.5488387942, propagate_forward_time: 21.6789836884, propagate_backward_time: 32.4045333862, weight_update_time: 0.0758728683, other_time: 1.6778411865
epoch time: 4.5766758919s, input_fired_time: 0.0867014080, output_fired_time: 0.0000000000, propagate_forward_time: 4.1991443634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908301353
validation[          , genome  7175] predictions:    9652/  10000 (96.52%), best:    9738/10000 (97.38%), error:      1144.58337, best error:       811.26892 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.5462989807s, input_fired_time: 0.8571774364, output_fired_time: 0.5457053185, propagate_forward_time: 21.4332447052, propagate_backward_time: 32.0440750122, weight_update_time: 0.0755200312, other_time: 1.6660995483
epoch time: 4.5765423775s, input_fired_time: 0.0882533640, output_fired_time: 0.0000000000, propagate_forward_time: 4.1974353790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908535004
validation[          , genome  7175] predictions:    9731/  10000 (97.31%), best:    9738/10000 (97.38%), error:       889.64258, best error:       811.26892 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.6895294189s, input_fired_time: 0.8561078906, output_fired_time: 0.5478337407, propagate_forward_time: 21.4047355652, propagate_backward_time: 32.2171974182, weight_update_time: 0.0753826872, other_time: 1.6636543274
epoch time: 4.5769190788s, input_fired_time: 0.0872004405, output_fired_time: 0.0000000000, propagate_forward_time: 4.1979517937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917666435
validation[          , genome  7175] predictions:    9719/  10000 (97.19%), best:    9738/10000 (97.38%), error:       922.15662, best error:       811.26892 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.0402107239s, input_fired_time: 0.8475703001, output_fired_time: 0.5394900441, propagate_forward_time: 21.1102542877, propagate_backward_time: 31.8930358887, weight_update_time: 0.0746031851, other_time: 1.6498641968
epoch time: 4.5910468102s, input_fired_time: 0.0879298970, output_fired_time: 0.0000000000, propagate_forward_time: 4.2121210098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909960747
validation[          , genome  7175] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       794.48145, best error:       794.48145 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.3132476807s, input_fired_time: 0.8528966308, output_fired_time: 0.5406496525, propagate_forward_time: 21.2824745178, propagate_backward_time: 31.9756431580, weight_update_time: 0.0750999227, other_time: 1.6615829468
epoch time: 4.5776572227s, input_fired_time: 0.0877081528, output_fired_time: 0.0000000000, propagate_forward_time: 4.1983056068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916436195
validation[          , genome  7175] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       849.76929, best error:       794.48145 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.0542831421s, input_fired_time: 0.8513751030, output_fired_time: 0.5382319689, propagate_forward_time: 21.1276969910, propagate_backward_time: 31.8788757324, weight_update_time: 0.0746953338, other_time: 1.6581039429
epoch time: 4.9136762619s, input_fired_time: 0.0920566767, output_fired_time: 0.0000000000, propagate_forward_time: 4.5115194321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101000786
validation[          , genome  7175] predictions:    9693/  10000 (96.93%), best:    9745/10000 (97.45%), error:       973.31201, best error:       794.48145 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.6590194702s, input_fired_time: 0.8578934073, output_fired_time: 0.5456421375, propagate_forward_time: 21.2929916382, propagate_backward_time: 32.2845954895, weight_update_time: 0.0753410384, other_time: 1.6778945923
epoch time: 4.5947079659s, input_fired_time: 0.0904000849, output_fired_time: 0.0000000000, propagate_forward_time: 4.2117304802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925772667
validation[          , genome  7175] predictions:    9729/  10000 (97.29%), best:    9745/10000 (97.45%), error:       867.80664, best error:       794.48145 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.5718269348s, input_fired_time: 0.8665395975, output_fired_time: 0.5532554984, propagate_forward_time: 21.7460632324, propagate_backward_time: 32.7040023804, weight_update_time: 0.0763458833, other_time: 1.7019653320
epoch time: 4.7443232536s, input_fired_time: 0.0924399570, output_fired_time: 0.0000000000, propagate_forward_time: 4.3465757370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053073883
validation[          , genome  7175] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       867.68243, best error:       794.48145 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.7464447021s, input_fired_time: 0.8681135774, output_fired_time: 0.5514563322, propagate_forward_time: 21.8179931641, propagate_backward_time: 32.7955589294, weight_update_time: 0.0774919093, other_time: 1.7133216858
epoch time: 4.8117604256s, input_fired_time: 0.0935831740, output_fired_time: 0.0000000000, propagate_forward_time: 4.4142122269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039650917
validation[          , genome  7175] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       914.52271, best error:       794.48145 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.7959289551s, input_fired_time: 0.8572091460, output_fired_time: 0.5430318117, propagate_forward_time: 21.3305473328, propagate_backward_time: 32.3735694885, weight_update_time: 0.0759952217, other_time: 1.6915702820
epoch time: 4.7195658684s, input_fired_time: 0.0893902704, output_fired_time: 0.0000000000, propagate_forward_time: 4.3296432495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005323410
validation[          , genome  7175] predictions:    9712/  10000 (97.12%), best:    9745/10000 (97.45%), error:       923.19171, best error:       794.48145 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 57.0479354858s, input_fired_time: 0.8637772799, output_fired_time: 0.5495713949, propagate_forward_time: 21.4788188934, propagate_backward_time: 32.4807968140, weight_update_time: 0.0758364946, other_time: 1.6749725342
epoch time: 4.5830669403s, input_fired_time: 0.0922970548, output_fired_time: 0.0000000000, propagate_forward_time: 4.1988091469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919607162
validation[          , genome  7175] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       828.43042, best error:       794.48145 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.1113815308s, input_fired_time: 0.8571426272, output_fired_time: 0.5484347939, propagate_forward_time: 21.5072593689, propagate_backward_time: 32.5122489929, weight_update_time: 0.0763829798, other_time: 1.6862945557
epoch time: 4.6087479591s, input_fired_time: 0.0888733864, output_fired_time: 0.0000000000, propagate_forward_time: 4.2269802094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928943634
validation[          , genome  7175] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       837.76550, best error:       794.48145 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 56.6782760620s, input_fired_time: 0.8580648899, output_fired_time: 0.5431586504, propagate_forward_time: 21.3790626526, propagate_backward_time: 32.2291946411, weight_update_time: 0.0755650923, other_time: 1.6687927246
epoch time: 4.5817594528s, input_fired_time: 0.0902725682, output_fired_time: 0.0000000000, propagate_forward_time: 4.1989173889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925696373
validation[          , genome  7175] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       864.77985, best error:       794.48145 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.3809432983s, input_fired_time: 0.8558248281, output_fired_time: 0.5415148139, propagate_forward_time: 21.2228984833, propagate_backward_time: 32.1008491516, weight_update_time: 0.0754071176, other_time: 1.6598548889
epoch time: 4.5867133141s, input_fired_time: 0.0921297073, output_fired_time: 0.0000000000, propagate_forward_time: 4.2012081146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933754921
validation[          , genome  7175] predictions:    9712/  10000 (97.12%), best:    9745/10000 (97.45%), error:       967.27179, best error:       794.48145 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.4554939270s, input_fired_time: 0.8589214087, output_fired_time: 0.5423395634, propagate_forward_time: 21.2651042938, propagate_backward_time: 32.1247444153, weight_update_time: 0.0753342062, other_time: 1.6643867493
epoch time: 4.5793066025s, input_fired_time: 0.0887475312, output_fired_time: 0.0000000000, propagate_forward_time: 4.1989488602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916102409
validation[          , genome  7175] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       923.30237, best error:       794.48145 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.2145843506s, input_fired_time: 0.8525244594, output_fired_time: 0.5419740081, propagate_forward_time: 21.1296234131, propagate_backward_time: 32.0361442566, weight_update_time: 0.0749629363, other_time: 1.6543197632
epoch time: 4.5766997337s, input_fired_time: 0.0879393965, output_fired_time: 0.0000000000, propagate_forward_time: 4.1977119446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910485268
validation[          , genome  7175] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       849.06689, best error:       794.48145 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.0314369202s, input_fired_time: 0.8592755198, output_fired_time: 0.5468287468, propagate_forward_time: 21.4583778381, propagate_backward_time: 32.4835090637, weight_update_time: 0.0758697540, other_time: 1.6834449768
epoch time: 4.5776925087s, input_fired_time: 0.0877177343, output_fired_time: 0.0000000000, propagate_forward_time: 4.1981105804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918643951
validation[          , genome  7175] predictions:    9715/  10000 (97.15%), best:    9745/10000 (97.45%), error:       920.15747, best error:       794.48145 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.1968994141s, input_fired_time: 0.8865887523, output_fired_time: 0.5640660524, propagate_forward_time: 22.2817916870, propagate_backward_time: 33.6694488525, weight_update_time: 0.0790305659, other_time: 1.7950019836
epoch time: 4.6969194412s, input_fired_time: 0.0891530663, output_fired_time: 0.0000000000, propagate_forward_time: 4.3067460060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010201454
validation[          , genome  7175] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       882.32202, best error:       794.48145 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 58.4008674622s, input_fired_time: 0.8809249401, output_fired_time: 0.5598267317, propagate_forward_time: 21.9554634094, propagate_backward_time: 33.2569351196, weight_update_time: 0.0774967819, other_time: 1.7477188110
epoch time: 4.6521410942s, input_fired_time: 0.0927628949, output_fired_time: 0.0000000000, propagate_forward_time: 4.2561559677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032221794
validation[          , genome  7175] predictions:    9746/  10000 (97.46%), best:    9745/10000 (97.45%), error:       884.27087, best error:       794.48145 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.9446296692s, input_fired_time: 0.8868003488, output_fired_time: 0.5586910248, propagate_forward_time: 21.7688808441, propagate_backward_time: 32.9734001160, weight_update_time: 0.0771854743, other_time: 1.7568550110
epoch time: 4.7265882492s, input_fired_time: 0.0913318843, output_fired_time: 0.0000000000, propagate_forward_time: 4.3318152428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034410477
validation[          , genome  7175] predictions:    9697/  10000 (96.97%), best:    9745/10000 (97.45%), error:       940.97131, best error:       794.48145 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.8738250732s, input_fired_time: 0.8765976429, output_fired_time: 0.5526114106, propagate_forward_time: 21.7982616425, propagate_backward_time: 32.8992538452, weight_update_time: 0.0777481049, other_time: 1.7471008301
epoch time: 4.7154779434s, input_fired_time: 0.0922264531, output_fired_time: 0.0000000000, propagate_forward_time: 4.3210263252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022251129
validation[          , genome  7175] predictions:    9682/  10000 (96.82%), best:    9745/10000 (97.45%), error:       999.97162, best error:       794.48145 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 57.2617835999s, input_fired_time: 0.8680123091, output_fired_time: 0.5464784503, propagate_forward_time: 21.4810581207, propagate_backward_time: 32.6707382202, weight_update_time: 0.0768813342, other_time: 1.6954956055
epoch time: 4.8415527344s, input_fired_time: 0.0961923525, output_fired_time: 0.0000000000, propagate_forward_time: 4.4340462685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113141060
validation[          , genome  7175] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       895.94299, best error:       794.48145 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.3791236877s, input_fired_time: 0.8709763885, output_fired_time: 0.5487833023, propagate_forward_time: 21.5195903778, propagate_backward_time: 32.7408294678, weight_update_time: 0.0772753954, other_time: 1.6989440918
epoch time: 4.7551608086s, input_fired_time: 0.0949457139, output_fired_time: 0.0000000000, propagate_forward_time: 4.3581547737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020601273
validation[          , genome  7175] predictions:    9690/  10000 (96.90%), best:    9745/10000 (97.45%), error:       947.91193, best error:       794.48145 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.3017272949s, input_fired_time: 0.8647494912, output_fired_time: 0.5388295650, propagate_forward_time: 21.1191501617, propagate_backward_time: 32.1087608337, weight_update_time: 0.0757339075, other_time: 1.6702384949
epoch time: 4.6260643005s, input_fired_time: 0.0921680927, output_fired_time: 0.0000000000, propagate_forward_time: 4.2356629372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982335091
validation[          , genome  7175] predictions:    9724/  10000 (97.24%), best:    9745/10000 (97.45%), error:       879.72913, best error:       794.48145 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.7354011536s, input_fired_time: 0.8666946292, output_fired_time: 0.5416387320, propagate_forward_time: 21.2929573059, propagate_backward_time: 32.3519134521, weight_update_time: 0.0763829947, other_time: 1.6821975708
epoch time: 4.6218671799s, input_fired_time: 0.0914417803, output_fired_time: 0.0000000000, propagate_forward_time: 4.2352380753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951874733
validation[          , genome  7175] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       831.44666, best error:       794.48145 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 56.3226623535s, input_fired_time: 0.8616009951, output_fired_time: 0.5397300124, propagate_forward_time: 21.1377563477, propagate_backward_time: 32.1047515869, weight_update_time: 0.0758927166, other_time: 1.6788215637
epoch time: 4.6122784615s, input_fired_time: 0.0932181701, output_fired_time: 0.0000000000, propagate_forward_time: 4.2230062485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960538864
validation[          , genome  7175] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       902.27826, best error:       794.48145 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.1373901367s, input_fired_time: 0.8703585267, output_fired_time: 0.5484287143, propagate_forward_time: 21.4571170807, propagate_backward_time: 32.5644073486, weight_update_time: 0.0770426020, other_time: 1.6970825195
epoch time: 4.6350445747s, input_fired_time: 0.0908800662, output_fired_time: 0.0000000000, propagate_forward_time: 4.2492618561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949028015
validation[          , genome  7175] predictions:    9714/  10000 (97.14%), best:    9745/10000 (97.45%), error:       900.87274, best error:       794.48145 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.8871421814s, input_fired_time: 0.8765758872, output_fired_time: 0.5547873378, propagate_forward_time: 21.7892780304, propagate_backward_time: 32.9523773193, weight_update_time: 0.0776446834, other_time: 1.7141265869
epoch time: 4.5949587822s, input_fired_time: 0.0939365774, output_fired_time: 0.0000000000, propagate_forward_time: 4.2051601410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958621979
validation[          , genome  7175] predictions:    9737/  10000 (97.37%), best:    9745/10000 (97.45%), error:       879.97174, best error:       794.48145 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.6421585083s, input_fired_time: 0.8967055082, output_fired_time: 0.5753574967, propagate_forward_time: 22.9308910370, propagate_backward_time: 34.4545936584, weight_update_time: 0.0812578425, other_time: 1.7846107483
epoch time: 4.6620411873s, input_fired_time: 0.0929318070, output_fired_time: 0.0000000000, propagate_forward_time: 4.2708625793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982468605
validation[          , genome  7175] predictions:    9691/  10000 (96.91%), best:    9745/10000 (97.45%), error:       986.84448, best error:       794.48145 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 57.8160133362s, input_fired_time: 0.8780031204, output_fired_time: 0.5552765727, propagate_forward_time: 21.7668170929, propagate_backward_time: 32.9193649292, weight_update_time: 0.0778055340, other_time: 1.6965560913
epoch time: 4.5847830772s, input_fired_time: 0.0914461464, output_fired_time: 0.0000000000, propagate_forward_time: 4.2000989914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932381630
validation[          , genome  7175] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       893.09436, best error:       794.48145 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.0448951721s, input_fired_time: 0.8687269688, output_fired_time: 0.5500191450, propagate_forward_time: 21.3900547028, propagate_backward_time: 32.5439567566, weight_update_time: 0.0768506974, other_time: 1.6921348572
epoch time: 5.5387029648s, input_fired_time: 0.1043376103, output_fired_time: 0.0000000000, propagate_forward_time: 5.0931277275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412375450
validation[          , genome  7175] predictions:    9671/  10000 (96.71%), best:    9745/10000 (97.45%), error:      1063.83362, best error:       794.48145 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 57.3133773804s, input_fired_time: 0.8795624375, output_fired_time: 0.5508273244, propagate_forward_time: 21.5339565277, propagate_backward_time: 32.6255531311, weight_update_time: 0.0773643702, other_time: 1.7234764099
epoch time: 4.6980047226s, input_fired_time: 0.0947654247, output_fired_time: 0.0000000000, propagate_forward_time: 4.3027334213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005056381
validation[          , genome  7175] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       906.71136, best error:       794.48145 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 57.4727020264s, input_fired_time: 0.8779749870, output_fired_time: 0.5502613783, propagate_forward_time: 21.5487289429, propagate_backward_time: 32.7767028809, weight_update_time: 0.0771643743, other_time: 1.7190322876
epoch time: 4.6743140221s, input_fired_time: 0.0944638103, output_fired_time: 0.0000000000, propagate_forward_time: 4.2756872177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041629791
validation[          , genome  7175] predictions:    9707/  10000 (97.07%), best:    9745/10000 (97.45%), error:       939.69666, best error:       794.48145 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.2858543396s, input_fired_time: 0.8790288568, output_fired_time: 0.5490354300, propagate_forward_time: 21.4402141571, propagate_backward_time: 32.7027893066, weight_update_time: 0.0775659755, other_time: 1.7147903442
epoch time: 4.5874023438s, input_fired_time: 0.0887320265, output_fired_time: 0.0000000000, propagate_forward_time: 4.2048001289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938699722
validation[          , genome  7175] predictions:    9662/  10000 (96.62%), best:    9745/10000 (97.45%), error:      1032.31519, best error:       794.48145 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.0003890991s, input_fired_time: 0.8772636056, output_fired_time: 0.5473014116, propagate_forward_time: 21.3581199646, propagate_backward_time: 32.5029449463, weight_update_time: 0.0767569691, other_time: 1.7147598267
epoch time: 4.6191453934s, input_fired_time: 0.0920073241, output_fired_time: 0.0000000000, propagate_forward_time: 4.2284703255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986679077
validation[          , genome  7175] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       824.86267, best error:       794.48145 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.9563293457s, input_fired_time: 0.8786124587, output_fired_time: 0.5477389097, propagate_forward_time: 21.3439846039, propagate_backward_time: 32.4730415344, weight_update_time: 0.0768368393, other_time: 1.7129554749
epoch time: 4.6610999107s, input_fired_time: 0.0920937359, output_fired_time: 0.0000000000, propagate_forward_time: 4.2670698166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019361496
validation[          , genome  7175] predictions:    9714/  10000 (97.14%), best:    9745/10000 (97.45%), error:       925.38464, best error:       794.48145 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.7851219177s, input_fired_time: 0.8740474582, output_fired_time: 0.5448314548, propagate_forward_time: 21.3047733307, propagate_backward_time: 32.3736267090, weight_update_time: 0.0769984946, other_time: 1.6878433228
epoch time: 4.8597192764s, input_fired_time: 0.0959308743, output_fired_time: 0.0000000000, propagate_forward_time: 4.4570474625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067407608
validation[          , genome  7175] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       888.09314, best error:       794.48145 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.4330635071s, input_fired_time: 0.8757229447, output_fired_time: 0.5482922196, propagate_forward_time: 21.5751037598, propagate_backward_time: 32.7238006592, weight_update_time: 0.0777300447, other_time: 1.7101402283
epoch time: 4.6103601456s, input_fired_time: 0.0921806619, output_fired_time: 0.0000000000, propagate_forward_time: 4.2252459526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929334641
validation[          , genome  7175] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       932.21442, best error:       794.48145 on epoch:    66, 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: 23.2005825043s, input_fired_time: 0.4501108825, output_fired_time: 0.0000000000, propagate_forward_time: 21.2170448303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334262848
best training[          , genome  7175] predictions:   49560/  50000 (99.12%), best:    9745/10000 (97.45%), error:      1716.14673, best error:       794.48145 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.7796664238s, input_fired_time: 0.0900674686, output_fired_time: 0.0000000000, propagate_forward_time: 4.3814282417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081707954
   testing[          , genome  7175] predictions:    9802/  10000 (98.02%), best:    9745/10000 (97.45%), error:       669.34711, best error:       794.48145 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:34:25 (5924): called boinc_finish(0)

</stderr_txt>
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