Nameexact_genome_1512568488_43_7141_0
Workunit2606967
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:10:38 UTC
Report deadline16 Dec 2017, 21:27:09 UTC
Received8 Dec 2017, 3:42:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 30 min 9 sec
CPU time2 hours 29 min 32 sec
Validate stateValid
Credit2,221.62
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 81.6293716431s, input_fired_time: 0.8136115670, output_fired_time: 0.4983212054, propagate_forward_time: 33.3135795593, propagate_backward_time: 45.2488937378, weight_update_time: 0.0901052728, other_time: 1.7549629211
epoch time: 7.0267729759s, input_fired_time: 0.0855422840, output_fired_time: 0.0000000000, propagate_forward_time: 6.6255478859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156828880
validation[          , genome  7141] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       999.67584, best error:       999.67584 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 82.1452865601s, input_fired_time: 0.8222465515, output_fired_time: 0.4996917546, propagate_forward_time: 33.5523567200, propagate_backward_time: 45.4914016724, weight_update_time: 0.0921089351, other_time: 1.7795906067
epoch time: 7.1369247437s, input_fired_time: 0.0935070291, output_fired_time: 0.0000000000, propagate_forward_time: 6.7169213295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264966011
validation[          , genome  7141] predictions:    9666/  10000 (96.66%), best:    9701/10000 (97.01%), error:      1125.58191, best error:       999.67584 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 81.9624404907s, input_fired_time: 0.8093652725, output_fired_time: 0.5000888705, propagate_forward_time: 33.4794731140, propagate_backward_time: 45.4265518188, weight_update_time: 0.0888738930, other_time: 1.7469596863
epoch time: 7.0330653191s, input_fired_time: 0.0852987617, output_fired_time: 0.0000000000, propagate_forward_time: 6.6402912140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074755669
validation[          , genome  7141] predictions:    9671/  10000 (96.71%), best:    9701/10000 (97.01%), error:      1088.67468, best error:       999.67584 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.5482864380s, input_fired_time: 0.7885479927, output_fired_time: 0.4960372746, propagate_forward_time: 33.3031616211, propagate_backward_time: 45.2107658386, weight_update_time: 0.0873565078, other_time: 1.7497673035
epoch time: 7.1067314148s, input_fired_time: 0.0871142820, output_fired_time: 0.0000000000, propagate_forward_time: 6.7019858360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176312447
validation[          , genome  7141] predictions:    9652/  10000 (96.52%), best:    9701/10000 (97.01%), error:      1139.04834, best error:       999.67584 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.3296508789s, input_fired_time: 0.7782260180, output_fired_time: 0.5021886230, propagate_forward_time: 33.2683830261, propagate_backward_time: 45.0645942688, weight_update_time: 0.0859048069, other_time: 1.7162551880
epoch time: 7.0671315193s, input_fired_time: 0.0812412202, output_fired_time: 0.0000000000, propagate_forward_time: 6.6841630936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017272949
validation[          , genome  7141] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       990.99585, best error:       990.99585 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.1463012695s, input_fired_time: 0.7828026414, output_fired_time: 0.4930007458, propagate_forward_time: 33.1651306152, propagate_backward_time: 44.9813842773, weight_update_time: 0.0869742185, other_time: 1.7239761353
epoch time: 7.0937256813s, input_fired_time: 0.0874561965, output_fired_time: 0.0000000000, propagate_forward_time: 6.6885361671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177332878
validation[          , genome  7141] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       973.78564, best error:       973.78564 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.3857955933s, input_fired_time: 0.7962179184, output_fired_time: 0.4959859848, propagate_forward_time: 33.2209663391, propagate_backward_time: 45.1257400513, weight_update_time: 0.0941750854, other_time: 1.7468833923
epoch time: 7.0113921165s, input_fired_time: 0.0856517628, output_fired_time: 0.0000000000, propagate_forward_time: 6.6180410385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076992035
validation[          , genome  7141] predictions:    9659/  10000 (96.59%), best:    9724/10000 (97.24%), error:      1131.47498, best error:       973.78564 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.6535568237s, input_fired_time: 0.7940593958, output_fired_time: 0.5040507317, propagate_forward_time: 33.3035812378, propagate_backward_time: 45.3321113586, weight_update_time: 0.0873393938, other_time: 1.7197532654
epoch time: 7.0465593338s, input_fired_time: 0.0877212361, output_fired_time: 0.0000000000, propagate_forward_time: 6.6473660469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114719391
validation[          , genome  7141] predictions:    9720/  10000 (97.20%), best:    9724/10000 (97.24%), error:      1011.71118, best error:       973.78564 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.4999542236s, input_fired_time: 0.8051459789, output_fired_time: 0.5049197674, propagate_forward_time: 33.2692031860, propagate_backward_time: 45.1654891968, weight_update_time: 0.0899099782, other_time: 1.7551956177
epoch time: 6.9565243721s, input_fired_time: 0.0787365362, output_fired_time: 0.0000000000, propagate_forward_time: 6.5837707520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940173149
validation[          , genome  7141] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1024.01221, best error:       973.78564 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 82.3910675049s, input_fired_time: 0.8209930062, output_fired_time: 0.5025281310, propagate_forward_time: 33.5747947693, propagate_backward_time: 45.7085189819, weight_update_time: 0.0916971862, other_time: 1.7842369080
epoch time: 7.0899405479s, input_fired_time: 0.0885970220, output_fired_time: 0.0000000000, propagate_forward_time: 6.6869769096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143668175
validation[          , genome  7141] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       966.78320, best error:       966.78320 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.6906967163s, input_fired_time: 0.7941715717, output_fired_time: 0.5035535097, propagate_forward_time: 33.3892936707, propagate_backward_time: 45.2649765015, weight_update_time: 0.0884292722, other_time: 1.7386970520
epoch time: 6.9988312721s, input_fired_time: 0.0803124458, output_fired_time: 0.0000000000, propagate_forward_time: 6.6213493347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971696854
validation[          , genome  7141] predictions:    9657/  10000 (96.57%), best:    9700/10000 (97.00%), error:      1137.23047, best error:       966.78320 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.3928909302s, input_fired_time: 0.7791738510, output_fired_time: 0.4942317903, propagate_forward_time: 33.2197723389, propagate_backward_time: 45.1854095459, weight_update_time: 0.0858857706, other_time: 1.7143020630
epoch time: 7.1235156059s, input_fired_time: 0.0874397010, output_fired_time: 0.0000000000, propagate_forward_time: 6.7239556313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121204376
validation[          , genome  7141] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       958.19220, best error:       958.19220 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.5534439087s, input_fired_time: 0.7947903872, output_fired_time: 0.4979581237, propagate_forward_time: 33.2388992310, propagate_backward_time: 45.2738647461, weight_update_time: 0.0876406059, other_time: 1.7479324341
epoch time: 7.0404629707s, input_fired_time: 0.0884860083, output_fired_time: 0.0000000000, propagate_forward_time: 6.6433558464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086209297
validation[          , genome  7141] predictions:    9722/  10000 (97.22%), best:    9710/10000 (97.10%), error:       960.14062, best error:       958.19220 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.8063354492s, input_fired_time: 0.8267474174, output_fired_time: 0.4977748394, propagate_forward_time: 33.2968368530, propagate_backward_time: 45.4009742737, weight_update_time: 0.0904693827, other_time: 1.7840080261
epoch time: 7.0481848717s, input_fired_time: 0.0868307352, output_fired_time: 0.0000000000, propagate_forward_time: 6.6540493965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073048592
validation[          , genome  7141] predictions:    9712/  10000 (97.12%), best:    9710/10000 (97.10%), error:       976.74036, best error:       958.19220 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.7325897217s, input_fired_time: 0.8139623404, output_fired_time: 0.5058662891, propagate_forward_time: 33.4181976318, propagate_backward_time: 45.2495346069, weight_update_time: 0.0887793228, other_time: 1.7450256348
epoch time: 7.0355825424s, input_fired_time: 0.0894436017, output_fired_time: 0.0000000000, propagate_forward_time: 6.6339359283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122029305
validation[          , genome  7141] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       913.33374, best error:       913.33374 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 81.9736633301s, input_fired_time: 0.8285442591, output_fired_time: 0.5017578006, propagate_forward_time: 33.4260101318, propagate_backward_time: 45.4276428223, weight_update_time: 0.0907341391, other_time: 1.7897109985
epoch time: 7.1187996864s, input_fired_time: 0.0909813717, output_fired_time: 0.0000000000, propagate_forward_time: 6.7088398933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189783096
validation[          , genome  7141] predictions:    9682/  10000 (96.82%), best:    9719/10000 (97.19%), error:      1013.29016, best error:       913.33374 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.6260299683s, input_fired_time: 0.7904506326, output_fired_time: 0.4954139292, propagate_forward_time: 33.2674674988, propagate_backward_time: 45.3458328247, weight_update_time: 0.0874807760, other_time: 1.7268638611
epoch time: 7.1653327942s, input_fired_time: 0.0861970931, output_fired_time: 0.0000000000, propagate_forward_time: 6.7702503204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088855743
validation[          , genome  7141] predictions:    9677/  10000 (96.77%), best:    9719/10000 (97.19%), error:      1078.15015, best error:       913.33374 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 82.6205520630s, input_fired_time: 0.8119681478, output_fired_time: 0.5082257390, propagate_forward_time: 33.6467285156, propagate_backward_time: 45.8520851135, weight_update_time: 0.0897192284, other_time: 1.8015480042
epoch time: 7.0611000061s, input_fired_time: 0.0881915465, output_fired_time: 0.0000000000, propagate_forward_time: 6.6579065323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150019646
validation[          , genome  7141] predictions:    9720/  10000 (97.20%), best:    9719/10000 (97.19%), error:       929.25659, best error:       913.33374 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.6444854736s, input_fired_time: 0.7921750546, output_fired_time: 0.4959934652, propagate_forward_time: 33.2849197388, propagate_backward_time: 45.3529968262, weight_update_time: 0.0870899186, other_time: 1.7183990479
epoch time: 7.1086225510s, input_fired_time: 0.0849866122, output_fired_time: 0.0000000000, propagate_forward_time: 6.7061128616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175230026
validation[          , genome  7141] predictions:    9705/  10000 (97.05%), best:    9719/10000 (97.19%), error:       957.17639, best error:       913.33374 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 82.5254669189s, input_fired_time: 0.8377828598, output_fired_time: 0.5062891245, propagate_forward_time: 33.6246757507, propagate_backward_time: 45.7307205200, weight_update_time: 0.0926060900, other_time: 1.8260002136
epoch time: 7.1220741272s, input_fired_time: 0.0848726705, output_fired_time: 0.0000000000, propagate_forward_time: 6.7269310951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102703094
validation[          , genome  7141] predictions:    9718/  10000 (97.18%), best:    9719/10000 (97.19%), error:       947.09644, best error:       913.33374 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 81.2243347168s, input_fired_time: 0.7881448269, output_fired_time: 0.4938280880, propagate_forward_time: 33.1432266235, propagate_backward_time: 45.0764503479, weight_update_time: 0.0859223455, other_time: 1.7226829529
epoch time: 7.1723670959s, input_fired_time: 0.0844945461, output_fired_time: 0.0000000000, propagate_forward_time: 6.7805795670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072929382
validation[          , genome  7141] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       909.99292, best error:       909.99292 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.8753433228s, input_fired_time: 0.8044482470, output_fired_time: 0.4960747361, propagate_forward_time: 33.4553451538, propagate_backward_time: 45.3665199280, weight_update_time: 0.0876809359, other_time: 1.7529487610
epoch time: 6.9625740051s, input_fired_time: 0.0793668851, output_fired_time: 0.0000000000, propagate_forward_time: 6.5885052681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947020531
validation[          , genome  7141] predictions:    9717/  10000 (97.17%), best:    9715/10000 (97.15%), error:       948.81903, best error:       909.99292 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 82.3090362549s, input_fired_time: 0.8238211274, output_fired_time: 0.5021738410, propagate_forward_time: 33.5104255676, propagate_backward_time: 45.6704788208, weight_update_time: 0.0899946913, other_time: 1.8021354675
epoch time: 6.9907331467s, input_fired_time: 0.0804752186, output_fired_time: 0.0000000000, propagate_forward_time: 6.6145977974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956600189
validation[          , genome  7141] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       902.72437, best error:       902.72437 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.0713958740s, input_fired_time: 0.7733244896, output_fired_time: 0.4920371771, propagate_forward_time: 33.1302947998, propagate_backward_time: 44.9787635803, weight_update_time: 0.0852874890, other_time: 1.6969795227
epoch time: 6.9980769157s, input_fired_time: 0.0800932050, output_fired_time: 0.0000000000, propagate_forward_time: 6.6235466003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944369316
validation[          , genome  7141] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       897.91449, best error:       897.91449 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.4323730469s, input_fired_time: 0.7900962830, output_fired_time: 0.4936708510, propagate_forward_time: 33.3393402100, propagate_backward_time: 45.0927276611, weight_update_time: 0.0863492489, other_time: 1.7165374756
epoch time: 6.9710369110s, input_fired_time: 0.0801319331, output_fired_time: 0.0000000000, propagate_forward_time: 6.5932435989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976613045
validation[          , genome  7141] predictions:    9614/  10000 (96.14%), best:    9735/10000 (97.35%), error:      1196.91528, best error:       897.91449 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.7221298218s, input_fired_time: 0.8013648987, output_fired_time: 0.5016682148, propagate_forward_time: 33.3681907654, propagate_backward_time: 45.3105964661, weight_update_time: 0.0872990265, other_time: 1.7403030396
epoch time: 7.0197410583s, input_fired_time: 0.0808333457, output_fired_time: 0.0000000000, propagate_forward_time: 6.6412272453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976803780
validation[          , genome  7141] predictions:    9731/  10000 (97.31%), best:    9735/10000 (97.35%), error:       923.65662, best error:       897.91449 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 82.9121398926s, input_fired_time: 0.8467937112, output_fired_time: 0.5054069161, propagate_forward_time: 33.7145843506, propagate_backward_time: 45.9378852844, weight_update_time: 0.0929011330, other_time: 1.9074668884
epoch time: 7.0360574722s, input_fired_time: 0.0796216950, output_fired_time: 0.0000000000, propagate_forward_time: 6.6608948708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955408096
validation[          , genome  7141] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       871.92493, best error:       871.92493 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.3140411377s, input_fired_time: 0.7717738152, output_fired_time: 0.4910806715, propagate_forward_time: 33.1948661804, propagate_backward_time: 45.1623039246, weight_update_time: 0.0849731863, other_time: 1.6940155029
epoch time: 7.0000548363s, input_fired_time: 0.0795888975, output_fired_time: 0.0000000000, propagate_forward_time: 6.6242246628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962412834
validation[          , genome  7141] predictions:    9728/  10000 (97.28%), best:    9735/10000 (97.35%), error:       969.06201, best error:       871.92493 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.8400650024s, input_fired_time: 0.8093436360, output_fired_time: 0.5081476569, propagate_forward_time: 33.3328056335, propagate_backward_time: 45.4285469055, weight_update_time: 0.0888653845, other_time: 1.7612228394
epoch time: 7.0027308464s, input_fired_time: 0.0805325732, output_fired_time: 0.0000000000, propagate_forward_time: 6.6270737648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951245308
validation[          , genome  7141] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       856.19995, best error:       856.19995 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 82.2638626099s, input_fired_time: 0.8172785640, output_fired_time: 0.5004690886, propagate_forward_time: 33.5886039734, propagate_backward_time: 45.5512046814, weight_update_time: 0.0895550251, other_time: 1.8063125610
epoch time: 7.1017045975s, input_fired_time: 0.0908280835, output_fired_time: 0.0000000000, propagate_forward_time: 6.6934447289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174319267
validation[          , genome  7141] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       932.91052, best error:       856.19995 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 83.1581420898s, input_fired_time: 0.8527131081, output_fired_time: 0.5097326636, propagate_forward_time: 33.8162155151, propagate_backward_time: 46.1375579834, weight_update_time: 0.0928497389, other_time: 1.8419189453
epoch time: 7.2177219391s, input_fired_time: 0.0953358486, output_fired_time: 0.0000000000, propagate_forward_time: 6.7884426117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339433670
validation[          , genome  7141] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       911.33258, best error:       856.19995 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 83.6287307739s, input_fired_time: 0.8396352530, output_fired_time: 0.5090426207, propagate_forward_time: 34.0707969666, propagate_backward_time: 46.3559036255, weight_update_time: 0.0912970081, other_time: 1.8533515930
epoch time: 7.1188869476s, input_fired_time: 0.0932667702, output_fired_time: 0.0000000000, propagate_forward_time: 6.7043523788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212676048
validation[          , genome  7141] predictions:    9704/  10000 (97.04%), best:    9746/10000 (97.46%), error:       988.57080, best error:       856.19995 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 82.3536071777s, input_fired_time: 0.8066994548, output_fired_time: 0.5016726255, propagate_forward_time: 33.5922470093, propagate_backward_time: 45.6848106384, weight_update_time: 0.0880102143, other_time: 1.7681770325
epoch time: 7.3877525330s, input_fired_time: 0.0958103985, output_fired_time: 0.0000000000, propagate_forward_time: 6.9203376770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716044426
validation[          , genome  7141] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       935.44733, best error:       856.19995 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 82.0011138916s, input_fired_time: 0.8349779248, output_fired_time: 0.4986424148, propagate_forward_time: 33.5591354370, propagate_backward_time: 45.3325309753, weight_update_time: 0.0891550034, other_time: 1.7758293152
epoch time: 6.9725890160s, input_fired_time: 0.0813243017, output_fired_time: 0.0000000000, propagate_forward_time: 6.5952272415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960376740
validation[          , genome  7141] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       804.53021, best error:       804.53021 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 82.9601516724s, input_fired_time: 0.8304525614, output_fired_time: 0.5018106103, propagate_forward_time: 33.6636619568, propagate_backward_time: 46.1235809326, weight_update_time: 0.0894062221, other_time: 1.8406486511
epoch time: 7.1650495529s, input_fired_time: 0.0912490562, output_fired_time: 0.0000000000, propagate_forward_time: 6.7341890335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396115303
validation[          , genome  7141] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       886.09949, best error:       804.53021 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.6200942993s, input_fired_time: 0.8292778730, output_fired_time: 0.4987305701, propagate_forward_time: 33.3195610046, propagate_backward_time: 45.2113342285, weight_update_time: 0.0900453329, other_time: 1.7611885071
epoch time: 6.9845256805s, input_fired_time: 0.0809632540, output_fired_time: 0.0000000000, propagate_forward_time: 6.6092238426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943387032
validation[          , genome  7141] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       796.75903, best error:       796.75903 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 82.1334762573s, input_fired_time: 0.7930086255, output_fired_time: 0.4964728653, propagate_forward_time: 33.5633049011, propagate_backward_time: 45.5390014648, weight_update_time: 0.0864689648, other_time: 1.7416877747
epoch time: 7.1293568611s, input_fired_time: 0.0960608199, output_fired_time: 0.0000000000, propagate_forward_time: 6.7230057716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102903366
validation[          , genome  7141] predictions:    9729/  10000 (97.29%), best:    9765/10000 (97.65%), error:       972.16608, best error:       796.75903 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.5580368042s, input_fired_time: 0.8498501778, output_fired_time: 0.4956342280, propagate_forward_time: 33.2381286621, propagate_backward_time: 45.1953659058, weight_update_time: 0.0892185792, other_time: 1.7790527344
epoch time: 7.0261497498s, input_fired_time: 0.0819708630, output_fired_time: 0.0000000000, propagate_forward_time: 6.6460409164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981381416
validation[          , genome  7141] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       911.57855, best error:       796.75903 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.7235260010s, input_fired_time: 0.8223421574, output_fired_time: 0.5120962262, propagate_forward_time: 33.3253326416, propagate_backward_time: 45.3263626099, weight_update_time: 0.0872103870, other_time: 1.7373962402
epoch time: 7.0254058838s, input_fired_time: 0.0868011042, output_fired_time: 0.0000000000, propagate_forward_time: 6.6221599579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164448738
validation[          , genome  7141] predictions:    9716/  10000 (97.16%), best:    9765/10000 (97.65%), error:       940.85413, best error:       796.75903 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.3887329102s, input_fired_time: 0.8170160055, output_fired_time: 0.4966317713, propagate_forward_time: 33.2447624207, propagate_backward_time: 45.0827980042, weight_update_time: 0.0902004689, other_time: 1.7475204468
epoch time: 7.0072169304s, input_fired_time: 0.0822482556, output_fired_time: 0.0000000000, propagate_forward_time: 6.6276788712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972898483
validation[          , genome  7141] predictions:    9758/  10000 (97.58%), best:    9765/10000 (97.65%), error:       815.58386, best error:       796.75903 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.2851181030s, input_fired_time: 0.7941738367, output_fired_time: 0.4934756756, propagate_forward_time: 33.1791687012, propagate_backward_time: 45.0963478088, weight_update_time: 0.0866182670, other_time: 1.7219505310
epoch time: 7.0211300850s, input_fired_time: 0.0867618993, output_fired_time: 0.0000000000, propagate_forward_time: 6.6236114502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107566833
validation[          , genome  7141] predictions:    9718/  10000 (97.18%), best:    9765/10000 (97.65%), error:       929.25220, best error:       796.75903 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 82.1103973389s, input_fired_time: 0.8254103661, output_fired_time: 0.4976765513, propagate_forward_time: 33.4843101501, propagate_backward_time: 45.5297737122, weight_update_time: 0.0904458836, other_time: 1.7732315063
epoch time: 7.0420908928s, input_fired_time: 0.0888038129, output_fired_time: 0.0000000000, propagate_forward_time: 6.6395545006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137326241
validation[          , genome  7141] predictions:    9711/  10000 (97.11%), best:    9765/10000 (97.65%), error:      1019.69098, best error:       796.75903 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.6450424194s, input_fired_time: 0.8036639690, output_fired_time: 0.4959024489, propagate_forward_time: 33.3270950317, propagate_backward_time: 45.2769203186, weight_update_time: 0.0877542198, other_time: 1.7414588928
epoch time: 6.9662609100s, input_fired_time: 0.0811656415, output_fired_time: 0.0000000000, propagate_forward_time: 6.5899119377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951831818
validation[          , genome  7141] predictions:    9761/  10000 (97.61%), best:    9765/10000 (97.65%), error:       826.10254, best error:       796.75903 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 81.3041534424s, input_fired_time: 0.7796236277, output_fired_time: 0.4933131933, propagate_forward_time: 33.1267814636, propagate_backward_time: 45.2010574341, weight_update_time: 0.0855322331, other_time: 1.7033729553
epoch time: 6.9976801872s, input_fired_time: 0.0818152726, output_fired_time: 0.0000000000, propagate_forward_time: 6.6193628311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965021133
validation[          , genome  7141] predictions:    9703/  10000 (97.03%), best:    9765/10000 (97.65%), error:       957.43469, best error:       796.75903 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 82.0988693237s, input_fired_time: 0.8265452385, output_fired_time: 0.5000710487, propagate_forward_time: 33.4959983826, propagate_backward_time: 45.5184135437, weight_update_time: 0.0895753726, other_time: 1.7578430176
epoch time: 7.0449395180s, input_fired_time: 0.0899731815, output_fired_time: 0.0000000000, propagate_forward_time: 6.6433334351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116331100
validation[          , genome  7141] predictions:    9683/  10000 (96.83%), best:    9765/10000 (97.65%), error:      1071.39746, best error:       796.75903 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.7701950073s, input_fired_time: 0.8181527853, output_fired_time: 0.4976479709, propagate_forward_time: 33.4622116089, propagate_backward_time: 45.2441711426, weight_update_time: 0.0890658945, other_time: 1.7480087280
epoch time: 6.9707231522s, input_fired_time: 0.0812440291, output_fired_time: 0.0000000000, propagate_forward_time: 6.5935425758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959365845
validation[          , genome  7141] predictions:    9738/  10000 (97.38%), best:    9765/10000 (97.65%), error:       909.53876, best error:       796.75903 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 81.6002197266s, input_fired_time: 0.8236762881, output_fired_time: 0.4962854683, propagate_forward_time: 33.3484916687, propagate_backward_time: 45.1666755676, weight_update_time: 0.0906152576, other_time: 1.7650909424
epoch time: 7.0099711418s, input_fired_time: 0.0825338960, output_fired_time: 0.0000000000, propagate_forward_time: 6.6290006638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984366417
validation[          , genome  7141] predictions:    9661/  10000 (96.61%), best:    9765/10000 (97.65%), error:      1113.51013, best error:       796.75903 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 81.4540710449s, input_fired_time: 0.8005339503, output_fired_time: 0.4937207699, propagate_forward_time: 33.1844367981, propagate_backward_time: 45.2570037842, weight_update_time: 0.0868614167, other_time: 1.7183723450
epoch time: 7.1268124580s, input_fired_time: 0.0876910537, output_fired_time: 0.0000000000, propagate_forward_time: 6.7297449112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093767166
validation[          , genome  7141] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       820.13043, best error:       796.75903 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.8368606567s, input_fired_time: 0.8161781430, output_fired_time: 0.5205737352, propagate_forward_time: 33.4440727234, propagate_backward_time: 45.2921409607, weight_update_time: 0.0906944945, other_time: 1.7638931274
epoch time: 7.0545582771s, input_fired_time: 0.0896376073, output_fired_time: 0.0000000000, propagate_forward_time: 6.6544623375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104581833
validation[          , genome  7141] predictions:    9701/  10000 (97.01%), best:    9765/10000 (97.65%), error:       980.64709, best error:       796.75903 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.0863952637s, input_fired_time: 0.8119240999, output_fired_time: 0.4947238863, propagate_forward_time: 33.0784797668, propagate_backward_time: 44.9557647705, weight_update_time: 0.0896789804, other_time: 1.7455024719
epoch time: 7.0323514938s, input_fired_time: 0.0822605118, output_fired_time: 0.0000000000, propagate_forward_time: 6.6489810944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011097908
validation[          , genome  7141] predictions:    9720/  10000 (97.20%), best:    9765/10000 (97.65%), error:       934.66595, best error:       796.75903 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.3656463623s, input_fired_time: 0.7864637971, output_fired_time: 0.4939960241, propagate_forward_time: 33.2488441467, propagate_backward_time: 45.1140289307, weight_update_time: 0.0937495977, other_time: 1.7223167419
epoch time: 6.9737801552s, input_fired_time: 0.0817405283, output_fired_time: 0.0000000000, propagate_forward_time: 6.5954914093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965483665
validation[          , genome  7141] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       832.05927, best error:       796.75903 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.8271560669s, input_fired_time: 0.8033103347, output_fired_time: 0.4979841411, propagate_forward_time: 33.3972778320, propagate_backward_time: 45.3766746521, weight_update_time: 0.0880172029, other_time: 1.7519111633
epoch time: 7.0837836266s, input_fired_time: 0.0823008791, output_fired_time: 0.0000000000, propagate_forward_time: 6.6993427277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3021402359
validation[          , genome  7141] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       893.32599, best error:       796.75903 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.5650253296s, input_fired_time: 0.7917888165, output_fired_time: 0.4941022992, propagate_forward_time: 33.3103294373, propagate_backward_time: 45.2366638184, weight_update_time: 0.0862707645, other_time: 1.7321434021
epoch time: 7.0384130478s, input_fired_time: 0.0837551430, output_fired_time: 0.0000000000, propagate_forward_time: 6.6535434723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011145592
validation[          , genome  7141] predictions:    9708/  10000 (97.08%), best:    9765/10000 (97.65%), error:      1048.40186, best error:       796.75903 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.0134811401s, input_fired_time: 0.7870383859, output_fired_time: 0.4961261153, propagate_forward_time: 33.1442031860, propagate_backward_time: 44.9024429321, weight_update_time: 0.0850223675, other_time: 1.6836700439
epoch time: 7.0233764648s, input_fired_time: 0.0818583891, output_fired_time: 0.0000000000, propagate_forward_time: 6.6429042816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986140251
validation[          , genome  7141] predictions:    9713/  10000 (97.13%), best:    9765/10000 (97.65%), error:       958.90674, best error:       796.75903 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.1489028931s, input_fired_time: 0.7928996682, output_fired_time: 0.4935216904, propagate_forward_time: 33.1603775024, propagate_backward_time: 44.9955444336, weight_update_time: 0.0862613693, other_time: 1.7065582275
epoch time: 7.0455408096s, input_fired_time: 0.0870522559, output_fired_time: 0.0000000000, propagate_forward_time: 6.6547880173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037004471
validation[          , genome  7141] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       820.00446, best error:       796.75903 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.5095291138s, input_fired_time: 0.8053348660, output_fired_time: 0.4957564771, propagate_forward_time: 33.3236122131, propagate_backward_time: 45.1429176331, weight_update_time: 0.0886877328, other_time: 1.7419052124
epoch time: 7.0204787254s, input_fired_time: 0.0879828557, output_fired_time: 0.0000000000, propagate_forward_time: 6.6247186661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077774048
validation[          , genome  7141] predictions:    9759/  10000 (97.59%), best:    9765/10000 (97.65%), error:       825.78424, best error:       796.75903 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.7562713623s, input_fired_time: 0.7899732590, output_fired_time: 0.5040616989, propagate_forward_time: 33.3165817261, propagate_backward_time: 45.4360733032, weight_update_time: 0.0861212388, other_time: 1.7095870972
epoch time: 6.9913935661s, input_fired_time: 0.0822285786, output_fired_time: 0.0000000000, propagate_forward_time: 6.6130557060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961091995
validation[          , genome  7141] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       820.03778, best error:       796.75903 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.8342514038s, input_fired_time: 0.8026903868, output_fired_time: 0.4982700050, propagate_forward_time: 33.4481697083, propagate_backward_time: 45.3597717285, weight_update_time: 0.0870726332, other_time: 1.7253532410
epoch time: 7.4912691116s, input_fired_time: 0.0991662815, output_fired_time: 0.0000000000, propagate_forward_time: 7.0275812149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645215034
validation[          , genome  7141] predictions:    9769/  10000 (97.69%), best:    9765/10000 (97.65%), error:       809.51636, best error:       796.75903 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 82.3876953125s, input_fired_time: 0.8367248178, output_fired_time: 0.5010479689, propagate_forward_time: 33.5334587097, propagate_backward_time: 45.7335777283, weight_update_time: 0.0896141455, other_time: 1.7828903198
epoch time: 6.9861836433s, input_fired_time: 0.0838877708, output_fired_time: 0.0000000000, propagate_forward_time: 6.6058855057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964105606
validation[          , genome  7141] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       845.44385, best error:       796.75903 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 81.5101547241s, input_fired_time: 0.8072390556, output_fired_time: 0.4959368706, propagate_forward_time: 33.3032608032, propagate_backward_time: 45.1587524414, weight_update_time: 0.0883044377, other_time: 1.7449722290
epoch time: 7.0470466614s, input_fired_time: 0.0890791640, output_fired_time: 0.0000000000, propagate_forward_time: 6.6493077278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086595535
validation[          , genome  7141] predictions:    9751/  10000 (97.51%), best:    9765/10000 (97.65%), error:       890.36737, best error:       796.75903 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.6251449585s, input_fired_time: 0.8336578012, output_fired_time: 0.4986558259, propagate_forward_time: 33.3257751465, propagate_backward_time: 45.2020263672, weight_update_time: 0.0914384797, other_time: 1.7650299072
epoch time: 7.1384563446s, input_fired_time: 0.0951397419, output_fired_time: 0.0000000000, propagate_forward_time: 6.7317075729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116092682
validation[          , genome  7141] predictions:    9715/  10000 (97.15%), best:    9765/10000 (97.65%), error:       931.88678, best error:       796.75903 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 81.7849121094s, input_fired_time: 0.8088312149, output_fired_time: 0.5286040306, propagate_forward_time: 33.4132766724, propagate_backward_time: 45.3126945496, weight_update_time: 0.0869472846, other_time: 1.7215080261
epoch time: 6.9661955833s, input_fired_time: 0.0819517821, output_fired_time: 0.0000000000, propagate_forward_time: 6.5894556046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947883606
validation[          , genome  7141] predictions:    9743/  10000 (97.43%), best:    9765/10000 (97.65%), error:       845.02222, best error:       796.75903 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.1796188354s, input_fired_time: 0.7918058634, output_fired_time: 0.4925619066, propagate_forward_time: 33.1529235840, propagate_backward_time: 45.0335617065, weight_update_time: 0.0857121497, other_time: 1.7087631226
epoch time: 6.9897122383s, input_fired_time: 0.0833044052, output_fired_time: 0.0000000000, propagate_forward_time: 6.6092495918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971582413
validation[          , genome  7141] predictions:    9739/  10000 (97.39%), best:    9765/10000 (97.65%), error:       926.11340, best error:       796.75903 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.4792785645s, input_fired_time: 0.8199509978, output_fired_time: 0.4946201444, propagate_forward_time: 33.2617683411, propagate_backward_time: 45.1539230347, weight_update_time: 0.0887171179, other_time: 1.7490119934
epoch time: 7.0188536644s, input_fired_time: 0.0882092863, output_fired_time: 0.0000000000, propagate_forward_time: 6.6202526093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103919029
validation[          , genome  7141] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       833.30231, best error:       796.75903 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.6653213501s, input_fired_time: 0.8198639154, output_fired_time: 0.5054992437, propagate_forward_time: 33.3554458618, propagate_backward_time: 45.2276763916, weight_update_time: 0.0898484737, other_time: 1.7568359375
epoch time: 7.1535615921s, input_fired_time: 0.0915118307, output_fired_time: 0.0000000000, propagate_forward_time: 6.7468113899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152384758
validation[          , genome  7141] predictions:    9738/  10000 (97.38%), best:    9765/10000 (97.65%), error:       867.38385, best error:       796.75903 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.1194381714s, input_fired_time: 0.7956310511, output_fired_time: 0.4943752587, propagate_forward_time: 33.1572113037, propagate_backward_time: 44.9630622864, weight_update_time: 0.0866760537, other_time: 1.7091560364
epoch time: 6.9950842857s, input_fired_time: 0.0827443302, output_fired_time: 0.0000000000, propagate_forward_time: 6.6172170639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951231003
validation[          , genome  7141] predictions:    9750/  10000 (97.50%), best:    9765/10000 (97.65%), error:       829.44470, best error:       796.75903 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.1853256226s, input_fired_time: 0.7812175751, output_fired_time: 0.4909920990, propagate_forward_time: 33.2137985229, propagate_backward_time: 44.9836273193, weight_update_time: 0.0849605650, other_time: 1.7156906128
epoch time: 7.1242151260s, input_fired_time: 0.0913658887, output_fired_time: 0.0000000000, propagate_forward_time: 6.7212753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115739822
validation[          , genome  7141] predictions:    9700/  10000 (97.00%), best:    9765/10000 (97.65%), error:       964.07727, best error:       796.75903 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 81.3611297607s, input_fired_time: 0.8052339554, output_fired_time: 0.4935502410, propagate_forward_time: 33.2325210571, propagate_backward_time: 45.1154098511, weight_update_time: 0.0875913128, other_time: 1.7144088745
epoch time: 6.9757514000s, input_fired_time: 0.0828514025, output_fired_time: 0.0000000000, propagate_forward_time: 6.5982980728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946019173
validation[          , genome  7141] predictions:    9613/  10000 (96.13%), best:    9765/10000 (97.65%), error:      1240.33875, best error:       796.75903 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.4499130249s, input_fired_time: 0.8269310594, output_fired_time: 0.4973621368, propagate_forward_time: 33.2313079834, propagate_backward_time: 45.1322937012, weight_update_time: 0.0903225541, other_time: 1.7620162964
epoch time: 7.0452222824s, input_fired_time: 0.0915392339, output_fired_time: 0.0000000000, propagate_forward_time: 6.6408386230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128442764
validation[          , genome  7141] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       818.73346, best error:       796.75903 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.3892822266s, input_fired_time: 0.8302184939, output_fired_time: 0.4993369877, propagate_forward_time: 33.2564239502, propagate_backward_time: 45.0334663391, weight_update_time: 0.0909183472, other_time: 1.7698402405
epoch time: 7.0185747147s, input_fired_time: 0.0902559906, output_fired_time: 0.0000000000, propagate_forward_time: 6.6213293076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069891930
validation[          , genome  7141] predictions:    9763/  10000 (97.63%), best:    9765/10000 (97.65%), error:       822.63660, best error:       796.75903 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 81.7182998657s, input_fired_time: 0.8295392990, output_fired_time: 0.5013772845, propagate_forward_time: 33.2840309143, propagate_backward_time: 45.3032035828, weight_update_time: 0.0903924555, other_time: 1.8001480103
epoch time: 7.0813026428s, input_fired_time: 0.0911319852, output_fired_time: 0.0000000000, propagate_forward_time: 6.6770586967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131117821
validation[          , genome  7141] predictions:    9726/  10000 (97.26%), best:    9765/10000 (97.65%), error:       922.20795, best error:       796.75903 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 81.4714508057s, input_fired_time: 0.8247147799, output_fired_time: 0.4954028428, propagate_forward_time: 33.2991371155, propagate_backward_time: 45.1102943420, weight_update_time: 0.0888063163, other_time: 1.7419052124
epoch time: 6.9992794991s, input_fired_time: 0.0834834203, output_fired_time: 0.0000000000, propagate_forward_time: 6.6163773537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994189262
validation[          , genome  7141] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       810.63226, best error:       796.75903 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.3172683716s, input_fired_time: 0.8198436499, output_fired_time: 0.4944617152, propagate_forward_time: 33.2188186646, propagate_backward_time: 45.0667762756, weight_update_time: 0.0878502727, other_time: 1.7173652649
epoch time: 7.0042729378s, input_fired_time: 0.0899721086, output_fired_time: 0.0000000000, propagate_forward_time: 6.6048731804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094277382
validation[          , genome  7141] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       867.95898, best error:       796.75903 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.1859054565s, input_fired_time: 0.8074406981, output_fired_time: 0.4953572154, propagate_forward_time: 33.0892257690, propagate_backward_time: 45.0564537048, weight_update_time: 0.0875285715, other_time: 1.7374305725
epoch time: 7.1274595261s, input_fired_time: 0.0875159204, output_fired_time: 0.0000000000, propagate_forward_time: 6.7370057106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029379845
validation[          , genome  7141] predictions:    9759/  10000 (97.59%), best:    9765/10000 (97.65%), error:       827.25879, best error:       796.75903 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 81.6819839478s, input_fired_time: 0.8260552883, output_fired_time: 0.4991134405, propagate_forward_time: 33.3060684204, propagate_backward_time: 45.2826118469, weight_update_time: 0.0905801654, other_time: 1.7681312561
epoch time: 7.0045042038s, input_fired_time: 0.0840183794, output_fired_time: 0.0000000000, propagate_forward_time: 6.6233925819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970933914
validation[          , genome  7141] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       819.06274, best error:       796.75903 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 81.3259582520s, input_fired_time: 0.8040191531, output_fired_time: 0.5022557378, propagate_forward_time: 33.2351913452, propagate_backward_time: 45.0413322449, weight_update_time: 0.0882425681, other_time: 1.7431602478
epoch time: 7.0497388840s, input_fired_time: 0.0903113708, output_fired_time: 0.0000000000, propagate_forward_time: 6.6509871483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084402084
validation[          , genome  7141] predictions:    9763/  10000 (97.63%), best:    9765/10000 (97.65%), error:       820.39026, best error:       796.75903 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 81.3503952026s, input_fired_time: 0.8036174178, output_fired_time: 0.5091902018, propagate_forward_time: 33.3133392334, propagate_backward_time: 45.0185928345, weight_update_time: 0.0868598595, other_time: 1.7056503296
epoch time: 6.9843349457s, input_fired_time: 0.0844068006, output_fired_time: 0.0000000000, propagate_forward_time: 6.6015133858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984147072
validation[          , genome  7141] predictions:    9724/  10000 (97.24%), best:    9765/10000 (97.65%), error:       953.46423, best error:       796.75903 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.4046478271s, input_fired_time: 0.8167656660, output_fired_time: 0.4995933175, propagate_forward_time: 33.2084274292, propagate_backward_time: 45.1385154724, weight_update_time: 0.0884452388, other_time: 1.7413444519
epoch time: 6.9884605408s, input_fired_time: 0.0839071274, output_fired_time: 0.0000000000, propagate_forward_time: 6.6070985794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974548340
validation[          , genome  7141] predictions:    9739/  10000 (97.39%), best:    9765/10000 (97.65%), error:       910.71515, best error:       796.75903 on epoch:    49, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.4902877808s, input_fired_time: 0.7879229784, output_fired_time: 0.4952453375, propagate_forward_time: 33.2564010620, propagate_backward_time: 45.2501411438, weight_update_time: 0.0852202773, other_time: 1.7005729675
epoch time: 7.1035556793s, input_fired_time: 0.0850574002, output_fired_time: 0.0000000000, propagate_forward_time: 6.7164855003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020129204
validation[          , genome  7141] predictions:    9741/  10000 (97.41%), best:    9765/10000 (97.65%), error:       878.69916, best error:       796.75903 on epoch:    49, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.5090026855s, input_fired_time: 0.8195727468, output_fired_time: 0.4978327155, propagate_forward_time: 33.2519874573, propagate_backward_time: 45.1967315674, weight_update_time: 0.0891349167, other_time: 1.7428779602
epoch time: 7.3313298225s, input_fired_time: 0.0843141079, output_fired_time: 0.0000000000, propagate_forward_time: 6.9070496559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399662971
validation[          , genome  7141] predictions:    9720/  10000 (97.20%), best:    9765/10000 (97.65%), error:       897.33990, best error:       796.75903 on epoch:    49, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 81.3603210449s, input_fired_time: 0.8324744105, output_fired_time: 0.4999856055, propagate_forward_time: 33.1837158203, propagate_backward_time: 45.0558471680, weight_update_time: 0.0913896933, other_time: 1.7882995605
epoch time: 7.0139684677s, input_fired_time: 0.0895158127, output_fired_time: 0.0000000000, propagate_forward_time: 6.6144390106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100137711
validation[          , genome  7141] predictions:    9731/  10000 (97.31%), best:    9765/10000 (97.65%), error:       905.63641, best error:       796.75903 on epoch:    49, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.7746124268s, input_fired_time: 0.8330079913, output_fired_time: 0.4975983500, propagate_forward_time: 33.4241218567, propagate_backward_time: 45.2200660706, weight_update_time: 0.0899911672, other_time: 1.7998199463
epoch time: 7.2376523018s, input_fired_time: 0.0876987651, output_fired_time: 0.0000000000, propagate_forward_time: 6.8049116135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450417519
validation[          , genome  7141] predictions:    9708/  10000 (97.08%), best:    9765/10000 (97.65%), error:       927.40656, best error:       796.75903 on epoch:    49, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 81.3695755005s, input_fired_time: 0.8351295590, output_fired_time: 0.4986843765, propagate_forward_time: 33.1797294617, propagate_backward_time: 45.0952377319, weight_update_time: 0.0913259983, other_time: 1.7607917786
epoch time: 6.9897913933s, input_fired_time: 0.0841510221, output_fired_time: 0.0000000000, propagate_forward_time: 6.6077260971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979145050
validation[          , genome  7141] predictions:    9733/  10000 (97.33%), best:    9765/10000 (97.65%), error:       877.47931, best error:       796.75903 on epoch:    49, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.0201034546s, input_fired_time: 0.7854459286, output_fired_time: 0.4922615588, propagate_forward_time: 33.0682716370, propagate_backward_time: 44.9622993469, weight_update_time: 0.0857561827, other_time: 1.7118225098
epoch time: 6.9814682007s, input_fired_time: 0.0841801688, output_fired_time: 0.0000000000, propagate_forward_time: 6.6024026871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948851585
validation[          , genome  7141] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       846.65582, best error:       796.75903 on epoch:    49, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 81.4635314941s, input_fired_time: 0.8460669518, output_fired_time: 0.4984924197, propagate_forward_time: 33.1958465576, propagate_backward_time: 45.1984100342, weight_update_time: 0.0865458325, other_time: 1.7247161865
epoch time: 7.0460004807s, input_fired_time: 0.0916193500, output_fired_time: 0.0000000000, propagate_forward_time: 6.6430001259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113808632
validation[          , genome  7141] predictions:    9715/  10000 (97.15%), best:    9765/10000 (97.65%), error:       982.75342, best error:       796.75903 on epoch:    49, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.5407485962s, input_fired_time: 0.8302772045, output_fired_time: 0.4972050488, propagate_forward_time: 33.3052482605, propagate_backward_time: 45.1489982605, weight_update_time: 0.0893407539, other_time: 1.7590179443
epoch time: 7.0173416138s, input_fired_time: 0.0902970880, output_fired_time: 0.0000000000, propagate_forward_time: 6.6201062202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069381714
validation[          , genome  7141] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       934.40411, best error:       796.75903 on epoch:    49, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.5556182861s, input_fired_time: 0.8286684155, output_fired_time: 0.5052726269, propagate_forward_time: 33.2782554626, propagate_backward_time: 45.1965866089, weight_update_time: 0.0897977427, other_time: 1.7468376160
epoch time: 6.9806280136s, input_fired_time: 0.0841501206, output_fired_time: 0.0000000000, propagate_forward_time: 6.6029324532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935452461
validation[          , genome  7141] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       817.16791, best error:       796.75903 on epoch:    49, 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: 34.9841117859s, input_fired_time: 0.4115845859, output_fired_time: 0.0000000000, propagate_forward_time: 33.0400505066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5324783325
best training[          , genome  7141] predictions:   49468/  50000 (98.94%), best:    9765/10000 (97.65%), error:      1981.36707, best error:       796.75903 on epoch:    49, 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: 6.9828310013s, input_fired_time: 0.0797928497, output_fired_time: 0.0000000000, propagate_forward_time: 6.6065387726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964992523
   testing[          , genome  7141] predictions:    9773/  10000 (97.73%), best:    9765/10000 (97.65%), error:       747.57043, best error:       796.75903 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:44:20 (16873): called boinc_finish(0)

</stderr_txt>
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