Nameexact_genome_1535714404_159_11757_1
Workunit3935855
Created1 Sep 2018, 15:32:59 UTC
Sent1 Sep 2018, 17:12:57 UTC
Report deadline22 Dec 2018, 3:28:10 UTC
Received8 Sep 2018, 11:13:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time1 days 8 hours 51 min 43 sec
CPU time1 days 8 hours 51 min 14 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.83 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size535.30 MB
Peak swap size554.89 MB
Peak disk usage11.32 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ckward_time: 654.3571166992, weight_update_time: 0.9806314707, other_time: 11.2246704102
epoch time: 77.2571945190s, input_fired_time: 0.9428521395, output_fired_time: 0.0000000000, propagate_forward_time: 74.3023223877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0120162964
validation[          , genome 11757] predictions:    5093/  10000 (50.93%), best:    5508/10000 (55.08%), error:     15051.66895, best error:     13909.41895 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1052.9487304688s, input_fired_time: 8.6876974106, output_fired_time: 6.7873182297, propagate_forward_time: 371.7816772461, propagate_backward_time: 654.4491577148, weight_update_time: 0.9820363522, other_time: 11.2427978516
epoch time: 77.3428802490s, input_fired_time: 0.9702439308, output_fired_time: 0.0000000000, propagate_forward_time: 74.3583831787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0142517090
validation[          , genome 11757] predictions:    5404/  10000 (54.04%), best:    5508/10000 (55.08%), error:     14609.13184, best error:     13909.41895 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1053.0989990234s, input_fired_time: 8.7436475754, output_fired_time: 6.7927680016, propagate_forward_time: 371.6689147949, propagate_backward_time: 654.6562500000, weight_update_time: 0.9812840819, other_time: 11.2374267578
epoch time: 77.3772354126s, input_fired_time: 0.9692344666, output_fired_time: 0.0000000000, propagate_forward_time: 74.3949661255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0130386353
validation[          , genome 11757] predictions:    5538/  10000 (55.38%), best:    5538/10000 (55.38%), error:     13608.86328, best error:     13608.86328 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1052.8382568359s, input_fired_time: 8.7775249481, output_fired_time: 6.7846870422, propagate_forward_time: 371.6521606445, propagate_backward_time: 654.3875732422, weight_update_time: 0.9805709124, other_time: 11.2363891602
epoch time: 77.3234558105s, input_fired_time: 0.9807407260, output_fired_time: 0.0000000000, propagate_forward_time: 74.3308792114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0118331909
validation[          , genome 11757] predictions:    5300/  10000 (53.00%), best:    5538/10000 (55.38%), error:     14893.92285, best error:     13608.86328 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1052.9792480469s, input_fired_time: 8.7645883560, output_fired_time: 6.7877979279, propagate_forward_time: 371.7366333008, propagate_backward_time: 654.4404296875, weight_update_time: 0.9824296832, other_time: 11.2496948242
epoch time: 77.3076782227s, input_fired_time: 0.9783851504, output_fired_time: 0.0000000000, propagate_forward_time: 74.3158416748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0134506226
validation[          , genome 11757] predictions:    5494/  10000 (54.94%), best:    5538/10000 (55.38%), error:     13969.13477, best error:     13608.86328 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1052.9885253906s, input_fired_time: 8.7605590820, output_fired_time: 6.7879981995, propagate_forward_time: 371.7024841309, propagate_backward_time: 654.4995117188, weight_update_time: 0.9811318517, other_time: 11.2380371094
epoch time: 77.3238143921s, input_fired_time: 0.9742244482, output_fired_time: 0.0000000000, propagate_forward_time: 74.3353881836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0141983032
validation[          , genome 11757] predictions:    5469/  10000 (54.69%), best:    5538/10000 (55.38%), error:     13853.52344, best error:     13608.86328 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1052.5360107422s, input_fired_time: 8.7417163849, output_fired_time: 6.7846012115, propagate_forward_time: 371.5075683594, propagate_backward_time: 654.2700195313, weight_update_time: 0.9807613492, other_time: 11.2321777344
epoch time: 77.3053054810s, input_fired_time: 0.9651163816, output_fired_time: 0.0000000000, propagate_forward_time: 74.3262405396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0139465332
validation[          , genome 11757] predictions:    5611/  10000 (56.11%), best:    5611/10000 (56.11%), error:     13177.41699, best error:     13177.41699 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1052.7182617188s, input_fired_time: 8.7674579620, output_fired_time: 6.7859764099, propagate_forward_time: 371.6509094238, propagate_backward_time: 654.2729492188, weight_update_time: 0.9815494418, other_time: 11.2409667969
epoch time: 77.2674102783s, input_fired_time: 0.9824472666, output_fired_time: 0.0000000000, propagate_forward_time: 74.2782211304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0067443848
validation[          , genome 11757] predictions:    5705/  10000 (57.05%), best:    5611/10000 (56.11%), error:     13229.10352, best error:     13177.41699 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1053.0610351563s, input_fired_time: 8.7751064301, output_fired_time: 6.7860727310, propagate_forward_time: 371.7434082031, propagate_backward_time: 654.5055541992, weight_update_time: 0.9821920395, other_time: 11.2507934570
epoch time: 77.2294616699s, input_fired_time: 0.9671289921, output_fired_time: 0.0000000000, propagate_forward_time: 74.2568206787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0055084229
validation[          , genome 11757] predictions:    5530/  10000 (55.30%), best:    5611/10000 (56.11%), error:     13528.18164, best error:     13177.41699 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1052.8339843750s, input_fired_time: 8.7975349426, output_fired_time: 6.7896847725, propagate_forward_time: 371.6968688965, propagate_backward_time: 654.3075561523, weight_update_time: 0.9807772636, other_time: 11.2423706055
epoch time: 77.3178100586s, input_fired_time: 0.9635706544, output_fired_time: 0.0000000000, propagate_forward_time: 74.3426132202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0116271973
validation[          , genome 11757] predictions:    5581/  10000 (55.81%), best:    5611/10000 (56.11%), error:     13647.68555, best error:     13177.41699 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1053.0633544922s, input_fired_time: 8.8182296753, output_fired_time: 6.7889513969, propagate_forward_time: 371.8045654297, propagate_backward_time: 654.4121704102, weight_update_time: 0.9815968871, other_time: 11.2394409180
epoch time: 77.2923812866s, input_fired_time: 0.9804167747, output_fired_time: 0.0000000000, propagate_forward_time: 74.3017501831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0102157593
validation[          , genome 11757] predictions:    5754/  10000 (57.54%), best:    5754/10000 (57.54%), error:     12941.79102, best error:     12941.79102 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1053.3275146484s, input_fired_time: 8.8062582016, output_fired_time: 6.7893981934, propagate_forward_time: 371.9708557129, propagate_backward_time: 654.5223999023, weight_update_time: 0.9814209938, other_time: 11.2385864258
epoch time: 77.3007049561s, input_fired_time: 0.9854078889, output_fired_time: 0.0000000000, propagate_forward_time: 74.3084411621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0068588257
validation[          , genome 11757] predictions:    5786/  10000 (57.86%), best:    5786/10000 (57.86%), error:     12559.53223, best error:     12559.53223 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1052.6086425781s, input_fired_time: 8.8113460541, output_fired_time: 6.7863740921, propagate_forward_time: 371.5547180176, propagate_backward_time: 654.2296142578, weight_update_time: 0.9812159538, other_time: 11.2265625000
epoch time: 77.3705368042s, input_fired_time: 0.9758718014, output_fired_time: 0.0000000000, propagate_forward_time: 74.3817977905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0128707886
validation[          , genome 11757] predictions:    5635/  10000 (56.35%), best:    5786/10000 (57.86%), error:     13585.03027, best error:     12559.53223 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1052.9439697266s, input_fired_time: 8.8152961731, output_fired_time: 6.7858920097, propagate_forward_time: 371.6810302734, propagate_backward_time: 654.4207763672, weight_update_time: 0.9813861251, other_time: 11.2409667969
epoch time: 77.2756271362s, input_fired_time: 0.9665105343, output_fired_time: 0.0000000000, propagate_forward_time: 74.3002014160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0089187622
validation[          , genome 11757] predictions:    5760/  10000 (57.60%), best:    5786/10000 (57.86%), error:     13087.63770, best error:     12559.53223 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1053.0440673828s, input_fired_time: 8.8614234924, output_fired_time: 6.7846875191, propagate_forward_time: 371.7213134766, propagate_backward_time: 654.4318237305, weight_update_time: 0.9812511206, other_time: 11.2448120117
epoch time: 77.3385009766s, input_fired_time: 0.9814131856, output_fired_time: 0.0000000000, propagate_forward_time: 74.3393554688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0177307129
validation[          , genome 11757] predictions:    5574/  10000 (55.74%), best:    5786/10000 (57.86%), error:     13587.89746, best error:     12559.53223 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1053.5803222656s, input_fired_time: 8.8446235657, output_fired_time: 6.7946267128, propagate_forward_time: 371.8119812012, propagate_backward_time: 654.8809814453, weight_update_time: 0.9821897745, other_time: 11.2480468750
epoch time: 77.4921646118s, input_fired_time: 0.9794909358, output_fired_time: 0.0000000000, propagate_forward_time: 74.4986114502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0140609741
validation[          , genome 11757] predictions:    5255/  10000 (52.55%), best:    5786/10000 (57.86%), error:     16400.57617, best error:     12559.53223 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1054.3654785156s, input_fired_time: 8.8656053543, output_fired_time: 6.7972726822, propagate_forward_time: 372.2091674805, propagate_backward_time: 655.2360839844, weight_update_time: 0.9839983582, other_time: 11.2573852539
epoch time: 77.3795318604s, input_fired_time: 0.9791131616, output_fired_time: 0.0000000000, propagate_forward_time: 74.3828353882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0175857544
validation[          , genome 11757] predictions:    5638/  10000 (56.38%), best:    5786/10000 (57.86%), error:     13381.84961, best error:     12559.53223 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1055.0885009766s, input_fired_time: 8.9278030396, output_fired_time: 6.8036952019, propagate_forward_time: 372.6750183105, propagate_backward_time: 655.4226684570, weight_update_time: 0.9838103652, other_time: 11.2592163086
epoch time: 77.6230926514s, input_fired_time: 1.0054031610, output_fired_time: 0.0000000000, propagate_forward_time: 74.5996704102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0180206299
validation[          , genome 11757] predictions:    5785/  10000 (57.85%), best:    5786/10000 (57.86%), error:     12810.13770, best error:     12559.53223 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1054.5194091797s, input_fired_time: 8.8936977386, output_fired_time: 6.7990050316, propagate_forward_time: 372.3876647949, propagate_backward_time: 655.1782226563, weight_update_time: 0.9836044312, other_time: 11.2608642578
epoch time: 77.5678405762s, input_fired_time: 0.9897758961, output_fired_time: 0.0000000000, propagate_forward_time: 74.5545120239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0235519409
validation[          , genome 11757] predictions:    5631/  10000 (56.31%), best:    5786/10000 (57.86%), error:     13592.56445, best error:     12559.53223 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1054.7235107422s, input_fired_time: 8.9378681183, output_fired_time: 6.8004479408, propagate_forward_time: 372.2997436523, propagate_backward_time: 655.4224243164, weight_update_time: 0.9834442139, other_time: 11.2630615234
epoch time: 77.4254913330s, input_fired_time: 1.0131855011, output_fired_time: 0.0000000000, propagate_forward_time: 74.3968200684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0154876709
validation[          , genome 11757] predictions:    5924/  10000 (59.24%), best:    5924/10000 (59.24%), error:     12385.96289, best error:     12385.96289 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1054.7336425781s, input_fired_time: 8.9483242035, output_fired_time: 6.7939987183, propagate_forward_time: 372.5913696289, propagate_backward_time: 655.1246337891, weight_update_time: 0.9845073819, other_time: 11.2753295898
epoch time: 77.5647888184s, input_fired_time: 1.0167428255, output_fired_time: 0.0000000000, propagate_forward_time: 74.5307006836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0173416138
validation[          , genome 11757] predictions:    5943/  10000 (59.43%), best:    5924/10000 (59.24%), error:     12511.44922, best error:     12385.96289 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1053.9018554688s, input_fired_time: 8.9368696213, output_fired_time: 6.7873845100, propagate_forward_time: 371.9800415039, propagate_backward_time: 654.9480590820, weight_update_time: 0.9818460345, other_time: 11.2495117188
epoch time: 77.3924026489s, input_fired_time: 0.9896800518, output_fired_time: 0.0000000000, propagate_forward_time: 74.3774642944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0252609253
validation[          , genome 11757] predictions:    5837/  10000 (58.37%), best:    5924/10000 (59.24%), error:     12741.18848, best error:     12385.96289 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1054.7053222656s, input_fired_time: 8.9686241150, output_fired_time: 6.7951135635, propagate_forward_time: 372.3255310059, propagate_backward_time: 655.3572387695, weight_update_time: 0.9832412004, other_time: 11.2587280273
epoch time: 77.5936737061s, input_fired_time: 1.0225603580, output_fired_time: 0.0000000000, propagate_forward_time: 74.5520324707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0190811157
validation[          , genome 11757] predictions:    5964/  10000 (59.64%), best:    5964/10000 (59.64%), error:     12318.48535, best error:     12318.48535 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1055.3117675781s, input_fired_time: 8.9889259338, output_fired_time: 6.7980284691, propagate_forward_time: 372.4729614258, propagate_backward_time: 655.7696533203, weight_update_time: 0.9855288267, other_time: 11.2822875977
epoch time: 77.6993713379s, input_fired_time: 1.0211240053, output_fired_time: 0.0000000000, propagate_forward_time: 74.6529769897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0252685547
validation[          , genome 11757] predictions:    5899/  10000 (58.99%), best:    5964/10000 (59.64%), error:     12403.56348, best error:     12318.48535 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1055.4721679688s, input_fired_time: 8.9826316833, output_fired_time: 6.8037066460, propagate_forward_time: 372.6922302246, propagate_backward_time: 655.7224731445, weight_update_time: 0.9850699306, other_time: 11.2710571289
epoch time: 77.4472503662s, input_fired_time: 1.0257377625, output_fired_time: 0.0000000000, propagate_forward_time: 74.4067764282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0147323608
validation[          , genome 11757] predictions:    5817/  10000 (58.17%), best:    5964/10000 (59.64%), error:     12916.40918, best error:     12318.48535 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1057.7147216797s, input_fired_time: 9.0348577499, output_fired_time: 6.8127512932, propagate_forward_time: 373.4503173828, propagate_backward_time: 657.1194458008, weight_update_time: 0.9854016900, other_time: 11.2973022461
epoch time: 77.8178482056s, input_fired_time: 1.0255843401, output_fired_time: 0.0000000000, propagate_forward_time: 74.7659225464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0263442993
validation[          , genome 11757] predictions:    5886/  10000 (58.86%), best:    5964/10000 (59.64%), error:     12634.40039, best error:     12318.48535 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1055.9853515625s, input_fired_time: 9.0418653488, output_fired_time: 6.7999105453, propagate_forward_time: 372.8919372559, propagate_backward_time: 655.9734497070, weight_update_time: 0.9846986532, other_time: 11.2781372070
epoch time: 77.4981765747s, input_fired_time: 1.0181139708, output_fired_time: 0.0000000000, propagate_forward_time: 74.4492416382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0308227539
validation[          , genome 11757] predictions:    6079/  10000 (60.79%), best:    6079/10000 (60.79%), error:     11917.34375, best error:     11917.34375 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1056.9433593750s, input_fired_time: 9.0119247437, output_fired_time: 6.8189601898, propagate_forward_time: 372.9145507813, propagate_backward_time: 656.9030761719, weight_update_time: 0.9861039519, other_time: 11.2947998047
epoch time: 77.8851623535s, input_fired_time: 1.0372548103, output_fired_time: 0.0000000000, propagate_forward_time: 74.8134613037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0344467163
validation[          , genome 11757] predictions:    6091/  10000 (60.91%), best:    6079/10000 (60.79%), error:     11927.69141, best error:     11917.34375 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1056.5236816406s, input_fired_time: 9.0728569031, output_fired_time: 6.8179869652, propagate_forward_time: 372.7969970703, propagate_backward_time: 656.5585937500, weight_update_time: 0.9848073721, other_time: 11.2772216797
epoch time: 77.9381256104s, input_fired_time: 1.0280431509, output_fired_time: 0.0000000000, propagate_forward_time: 74.8877944946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0222854614
validation[          , genome 11757] predictions:    5931/  10000 (59.31%), best:    6079/10000 (60.79%), error:     12098.83594, best error:     11917.34375 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1056.2861328125s, input_fired_time: 9.0907754898, output_fired_time: 6.8045024872, propagate_forward_time: 372.7825622559, propagate_backward_time: 656.3353881836, weight_update_time: 0.9855123758, other_time: 11.2728881836
epoch time: 77.4635314941s, input_fired_time: 1.0340563059, output_fired_time: 0.0000000000, propagate_forward_time: 74.4046173096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0248565674
validation[          , genome 11757] predictions:    5901/  10000 (59.01%), best:    6079/10000 (60.79%), error:     12809.28027, best error:     11917.34375 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1057.1851806641s, input_fired_time: 9.0285081863, output_fired_time: 6.8075098991, propagate_forward_time: 373.1024169922, propagate_backward_time: 656.9450683594, weight_update_time: 0.9855814576, other_time: 11.3016357422
epoch time: 77.8554153442s, input_fired_time: 1.0366778374, output_fired_time: 0.0000000000, propagate_forward_time: 74.7929153442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0258255005
validation[          , genome 11757] predictions:    6015/  10000 (60.15%), best:    6079/10000 (60.79%), error:     12083.32617, best error:     11917.34375 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1056.4771728516s, input_fired_time: 9.0581169128, output_fired_time: 6.8128123283, propagate_forward_time: 373.0722656250, propagate_backward_time: 656.2619018555, weight_update_time: 0.9849193096, other_time: 11.2720336914
epoch time: 77.6143493652s, input_fired_time: 1.0191334486, output_fired_time: 0.0000000000, propagate_forward_time: 74.5722427368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0229721069
validation[          , genome 11757] predictions:    5949/  10000 (59.49%), best:    6079/10000 (60.79%), error:     12428.02832, best error:     11917.34375 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1057.3797607422s, input_fired_time: 9.1319313049, output_fired_time: 6.8084511757, propagate_forward_time: 373.3373718262, propagate_backward_time: 656.8067016602, weight_update_time: 0.9870996475, other_time: 11.2952270508
epoch time: 77.9080276489s, input_fired_time: 1.0447338820, output_fired_time: 0.0000000000, propagate_forward_time: 74.8327789307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0305175781
validation[          , genome 11757] predictions:    6168/  10000 (61.68%), best:    6168/10000 (61.68%), error:     11857.46582, best error:     11857.46582 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1055.6894531250s, input_fired_time: 9.1292219162, output_fired_time: 6.8012099266, propagate_forward_time: 372.5195007324, propagate_backward_time: 655.9650878906, weight_update_time: 0.9835959673, other_time: 11.2742919922
epoch time: 77.6475067139s, input_fired_time: 1.0446400642, output_fired_time: 0.0000000000, propagate_forward_time: 74.5824813843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0203857422
validation[          , genome 11757] predictions:    5942/  10000 (59.42%), best:    6168/10000 (61.68%), error:     12253.87695, best error:     11857.46582 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1055.3333740234s, input_fired_time: 9.1315546036, output_fired_time: 6.7931952477, propagate_forward_time: 372.3489685059, propagate_backward_time: 655.7830200195, weight_update_time: 0.9845623970, other_time: 11.2765502930
epoch time: 77.5456924438s, input_fired_time: 1.0453567505, output_fired_time: 0.0000000000, propagate_forward_time: 74.4803085327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0200271606
validation[          , genome 11757] predictions:    6076/  10000 (60.76%), best:    6076/10000 (60.76%), error:     11744.67871, best error:     11744.67871 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1054.2241210938s, input_fired_time: 9.1005716324, output_fired_time: 6.7893166542, propagate_forward_time: 371.8828125000, propagate_backward_time: 655.1897583008, weight_update_time: 0.9836692810, other_time: 11.2616577148
epoch time: 77.6324005127s, input_fired_time: 1.0478770733, output_fired_time: 0.0000000000, propagate_forward_time: 74.5518035889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0327224731
validation[          , genome 11757] predictions:    6117/  10000 (61.17%), best:    6076/10000 (60.76%), error:     11873.60547, best error:     11744.67871 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1056.9748535156s, input_fired_time: 9.1685533524, output_fired_time: 6.8048090935, propagate_forward_time: 372.9101257324, propagate_backward_time: 656.7976074219, weight_update_time: 0.9855888486, other_time: 11.2937011719
epoch time: 77.5771331787s, input_fired_time: 1.0435773134, output_fired_time: 0.0000000000, propagate_forward_time: 74.5086898804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0248641968
validation[          , genome 11757] predictions:    6012/  10000 (60.12%), best:    6076/10000 (60.76%), error:     12147.80078, best error:     11744.67871 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1056.4030761719s, input_fired_time: 9.1817178726, output_fired_time: 6.8063426018, propagate_forward_time: 373.0424499512, propagate_backward_time: 656.1026000977, weight_update_time: 0.9830110669, other_time: 11.2698364258
epoch time: 77.4470748901s, input_fired_time: 1.0477780104, output_fired_time: 0.0000000000, propagate_forward_time: 74.3814697266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0178298950
validation[          , genome 11757] predictions:    6098/  10000 (60.98%), best:    6076/10000 (60.76%), error:     11958.48145, best error:     11744.67871 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1055.3558349609s, input_fired_time: 9.1688995361, output_fired_time: 6.8007297516, propagate_forward_time: 372.4348754883, propagate_backward_time: 655.6539916992, weight_update_time: 0.9849588275, other_time: 11.2972412109
epoch time: 77.8419189453s, input_fired_time: 1.0538797379, output_fired_time: 0.0000000000, propagate_forward_time: 74.7609405518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0270996094
validation[          , genome 11757] predictions:    6054/  10000 (60.54%), best:    6076/10000 (60.76%), error:     12095.04102, best error:     11744.67871 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1055.7770996094s, input_fired_time: 9.0935468674, output_fired_time: 6.7996401787, propagate_forward_time: 372.5620117188, propagate_backward_time: 656.0350341797, weight_update_time: 0.9855144620, other_time: 11.2868652344
epoch time: 77.3922119141s, input_fired_time: 1.0400782824, output_fired_time: 0.0000000000, propagate_forward_time: 74.3359756470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0161590576
validation[          , genome 11757] predictions:    6123/  10000 (61.23%), best:    6076/10000 (60.76%), error:     11945.08984, best error:     11744.67871 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1055.4108886719s, input_fired_time: 9.1967716217, output_fired_time: 6.8045320511, propagate_forward_time: 372.4791259766, propagate_backward_time: 655.6616210938, weight_update_time: 0.9838811159, other_time: 11.2687988281
epoch time: 77.6325378418s, input_fired_time: 1.0598220825, output_fired_time: 0.0000000000, propagate_forward_time: 74.5538787842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0188369751
validation[          , genome 11757] predictions:    6209/  10000 (62.09%), best:    6209/10000 (62.09%), error:     11506.72070, best error:     11506.72070 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1066.5670166016s, input_fired_time: 9.2477359772, output_fired_time: 6.8566837311, propagate_forward_time: 376.8417663574, propagate_backward_time: 662.2752685547, weight_update_time: 0.9903165698, other_time: 11.3455810547
epoch time: 77.5355682373s, input_fired_time: 1.0560334921, output_fired_time: 0.0000000000, propagate_forward_time: 74.4642410278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0152969360
validation[          , genome 11757] predictions:    6196/  10000 (61.96%), best:    6209/10000 (62.09%), error:     11616.47363, best error:     11506.72070 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1093.1871337891s, input_fired_time: 9.3747339249, output_fired_time: 7.0108847618, propagate_forward_time: 387.9729614258, propagate_backward_time: 677.3392944336, weight_update_time: 1.0019978285, other_time: 11.4892578125
epoch time: 78.5074615479s, input_fired_time: 1.0599868298, output_fired_time: 0.0000000000, propagate_forward_time: 75.4107513428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0367202759
validation[          , genome 11757] predictions:    6153/  10000 (61.53%), best:    6209/10000 (62.09%), error:     11918.97754, best error:     11506.72070 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1056.8332519531s, input_fired_time: 9.2302131653, output_fired_time: 6.8113017082, propagate_forward_time: 373.2152404785, propagate_backward_time: 656.3063354492, weight_update_time: 0.9855179787, other_time: 11.2702026367
epoch time: 78.0583190918s, input_fired_time: 1.0567734241, output_fired_time: 0.0000000000, propagate_forward_time: 74.9646453857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0369033813
validation[          , genome 11757] predictions:    6071/  10000 (60.71%), best:    6209/10000 (62.09%), error:     12030.78906, best error:     11506.72070 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1073.7530517578s, input_fired_time: 9.3060302734, output_fired_time: 6.8950982094, propagate_forward_time: 379.8839111328, propagate_backward_time: 666.2639160156, weight_update_time: 0.9941486120, other_time: 11.4040527344
epoch time: 81.2859573364s, input_fired_time: 1.0942254066, output_fired_time: 0.0000000000, propagate_forward_time: 78.1131973267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0785369873
validation[          , genome 11757] predictions:    6063/  10000 (60.63%), best:    6209/10000 (62.09%), error:     12074.82031, best error:     11506.72070 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1123.6982421875s, input_fired_time: 9.5302686691, output_fired_time: 7.1827373505, propagate_forward_time: 400.5289306641, propagate_backward_time: 694.8217773438, weight_update_time: 1.0156780481, other_time: 11.6345214844
epoch time: 79.3987655640s, input_fired_time: 1.0794309378, output_fired_time: 0.0000000000, propagate_forward_time: 76.2666473389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0526885986
validation[          , genome 11757] predictions:    6204/  10000 (62.04%), best:    6209/10000 (62.09%), error:     11584.15527, best error:     11506.72070 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1104.1513671875s, input_fired_time: 9.4494743347, output_fired_time: 7.0764908791, propagate_forward_time: 392.0574645996, propagate_backward_time: 684.0021972656, weight_update_time: 1.0090572834, other_time: 11.5656738281
epoch time: 84.0725708008s, input_fired_time: 1.1115092039, output_fired_time: 0.0000000000, propagate_forward_time: 80.8552856445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1057739258
validation[          , genome 11757] predictions:    6103/  10000 (61.03%), best:    6209/10000 (62.09%), error:     11841.84082, best error:     11506.72070 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1103.7972412109s, input_fired_time: 9.4578418732, output_fired_time: 7.0724487305, propagate_forward_time: 393.0831604004, propagate_backward_time: 682.6281738281, weight_update_time: 1.0068321228, other_time: 11.5555419922
epoch time: 78.0957717896s, input_fired_time: 1.0644696951, output_fired_time: 0.0000000000, propagate_forward_time: 74.9976119995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0336914063
validation[          , genome 11757] predictions:    6226/  10000 (62.26%), best:    6226/10000 (62.26%), error:     11382.95898, best error:     11382.95898 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1081.7712402344s, input_fired_time: 9.3659515381, output_fired_time: 6.9420924187, propagate_forward_time: 383.1143188477, propagate_backward_time: 670.9170532227, weight_update_time: 0.9980911613, other_time: 11.4317626953
epoch time: 83.2916336060s, input_fired_time: 1.1140657663, output_fired_time: 0.0000000000, propagate_forward_time: 80.0917053223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0858612061
validation[          , genome 11757] predictions:    6242/  10000 (62.42%), best:    6226/10000 (62.26%), error:     11567.41699, best error:     11382.95898 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1103.4047851563s, input_fired_time: 9.4765291214, output_fired_time: 7.0520544052, propagate_forward_time: 391.9862365723, propagate_backward_time: 683.3235473633, weight_update_time: 1.0064318180, other_time: 11.5664672852
epoch time: 77.8390197754s, input_fired_time: 1.0735938549, output_fired_time: 0.0000000000, propagate_forward_time: 74.7095565796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0558700562
validation[          , genome 11757] predictions:    6233/  10000 (62.33%), best:    6226/10000 (62.26%), error:     11394.65723, best error:     11382.95898 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1089.0668945313s, input_fired_time: 9.4225807190, output_fired_time: 6.9842271805, propagate_forward_time: 387.0093994141, propagate_backward_time: 674.1946411133, weight_update_time: 0.9998984933, other_time: 11.4559936523
epoch time: 79.7141342163s, input_fired_time: 1.0798025131, output_fired_time: 0.0000000000, propagate_forward_time: 76.5816040039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0527267456
validation[          , genome 11757] predictions:    6136/  10000 (61.36%), best:    6226/10000 (62.26%), error:     11918.80469, best error:     11382.95898 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1062.9981689453s, input_fired_time: 9.3189535141, output_fired_time: 6.8246865273, propagate_forward_time: 375.3349609375, propagate_backward_time: 660.1422119141, weight_update_time: 0.9886819720, other_time: 11.3773193359
epoch time: 77.6181488037s, input_fired_time: 1.0735450983, output_fired_time: 0.0000000000, propagate_forward_time: 74.5230712891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0215301514
validation[          , genome 11757] predictions:    6260/  10000 (62.60%), best:    6260/10000 (62.60%), error:     11365.86035, best error:     11365.86035 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1068.6048583984s, input_fired_time: 9.3455867767, output_fired_time: 6.8735013008, propagate_forward_time: 377.6518859863, propagate_backward_time: 663.4011840820, weight_update_time: 0.9894932508, other_time: 11.3327026367
epoch time: 77.5751953125s, input_fired_time: 1.0576698780, output_fired_time: 0.0000000000, propagate_forward_time: 74.4965744019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0209503174
validation[          , genome 11757] predictions:    6122/  10000 (61.22%), best:    6260/10000 (62.60%), error:     11857.92773, best error:     11365.86035 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1091.4543457031s, input_fired_time: 9.4439659119, output_fired_time: 7.0105948448, propagate_forward_time: 387.4376525879, propagate_backward_time: 676.1151123047, weight_update_time: 0.9990315437, other_time: 11.4470214844
epoch time: 79.8274688721s, input_fired_time: 1.0958826542, output_fired_time: 0.0000000000, propagate_forward_time: 76.6933517456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0382308960
validation[          , genome 11757] predictions:    6205/  10000 (62.05%), best:    6260/10000 (62.60%), error:     11487.68652, best error:     11365.86035 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1103.1810302734s, input_fired_time: 9.4958181381, output_fired_time: 7.0532073975, propagate_forward_time: 392.1680908203, propagate_backward_time: 682.9287719727, weight_update_time: 1.0065716505, other_time: 11.5350952148
epoch time: 82.5483856201s, input_fired_time: 1.1126562357, output_fired_time: 0.0000000000, propagate_forward_time: 79.3488540649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0868759155
validation[          , genome 11757] predictions:    6184/  10000 (61.84%), best:    6260/10000 (62.60%), error:     11686.14258, best error:     11365.86035 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1103.5747070313s, input_fired_time: 9.4988164902, output_fired_time: 7.0536813736, propagate_forward_time: 392.2074584961, propagate_backward_time: 683.2988281250, weight_update_time: 1.0057179928, other_time: 11.5159301758
epoch time: 81.9707031250s, input_fired_time: 1.1087536812, output_fired_time: 0.0000000000, propagate_forward_time: 78.7838439941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0781021118
validation[          , genome 11757] predictions:    6180/  10000 (61.80%), best:    6260/10000 (62.60%), error:     11740.73340, best error:     11365.86035 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1081.0200195313s, input_fired_time: 9.4215078354, output_fired_time: 6.9298276901, propagate_forward_time: 382.4641418457, propagate_backward_time: 670.7741699219, weight_update_time: 0.9975404739, other_time: 11.4304199219
epoch time: 81.1797637939s, input_fired_time: 1.1109527349, output_fired_time: 0.0000000000, propagate_forward_time: 78.0033416748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0654678345
validation[          , genome 11757] predictions:    6253/  10000 (62.53%), best:    6260/10000 (62.60%), error:     11457.43555, best error:     11365.86035 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1087.3663330078s, input_fired_time: 9.4512901306, output_fired_time: 6.9599275589, propagate_forward_time: 385.8152770996, propagate_backward_time: 673.6991577148, weight_update_time: 0.9993502498, other_time: 11.4406127930
epoch time: 83.2071380615s, input_fired_time: 1.1252096891, output_fired_time: 0.0000000000, propagate_forward_time: 79.9951019287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0868301392
validation[          , genome 11757] predictions:    6231/  10000 (62.31%), best:    6260/10000 (62.60%), error:     11608.51563, best error:     11365.86035 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1080.1646728516s, input_fired_time: 9.4319448471, output_fired_time: 6.9442825317, propagate_forward_time: 383.0771789551, propagate_backward_time: 669.2847900391, weight_update_time: 0.9970926642, other_time: 11.4265136719
epoch time: 78.6015625000s, input_fired_time: 1.0895870924, output_fired_time: 0.0000000000, propagate_forward_time: 75.4550933838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0568847656
validation[          , genome 11757] predictions:    6189/  10000 (61.89%), best:    6260/10000 (62.60%), error:     11778.29980, best error:     11365.86035 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1093.4986572266s, input_fired_time: 9.4962739944, output_fired_time: 7.0144901276, propagate_forward_time: 388.5171813965, propagate_backward_time: 676.9916381836, weight_update_time: 1.0024849176, other_time: 11.4790649414
epoch time: 82.0876464844s, input_fired_time: 1.1061196327, output_fired_time: 0.0000000000, propagate_forward_time: 78.9030075073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0785217285
validation[          , genome 11757] predictions:    6184/  10000 (61.84%), best:    6260/10000 (62.60%), error:     11715.94629, best error:     11365.86035 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1096.1816406250s, input_fired_time: 9.5056304932, output_fired_time: 7.0301952362, propagate_forward_time: 389.3554077148, propagate_backward_time: 678.7836914063, weight_update_time: 1.0036877394, other_time: 11.5067749023
epoch time: 78.0479812622s, input_fired_time: 1.0854729414, output_fired_time: 0.0000000000, propagate_forward_time: 74.9165267944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0459823608
validation[          , genome 11757] predictions:    6248/  10000 (62.48%), best:    6260/10000 (62.60%), error:     11589.62793, best error:     11365.86035 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1101.1795654297s, input_fired_time: 9.5354843140, output_fired_time: 7.0574879646, propagate_forward_time: 391.9368591309, propagate_backward_time: 681.1252441406, weight_update_time: 1.0052778721, other_time: 11.5244140625
epoch time: 79.4209976196s, input_fired_time: 1.0923665762, output_fired_time: 0.0000000000, propagate_forward_time: 76.2714996338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0571289063
validation[          , genome 11757] predictions:    6175/  10000 (61.75%), best:    6260/10000 (62.60%), error:     11835.20313, best error:     11365.86035 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1118.9447021484s, input_fired_time: 9.6137208939, output_fired_time: 7.1372952461, propagate_forward_time: 399.2943725586, propagate_backward_time: 691.2617187500, weight_update_time: 1.0157566071, other_time: 11.6375122070
epoch time: 77.4154434204s, input_fired_time: 1.0775904655, output_fired_time: 0.0000000000, propagate_forward_time: 74.3201370239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0177154541
validation[          , genome 11757] predictions:    6184/  10000 (61.84%), best:    6260/10000 (62.60%), error:     11715.19336, best error:     11365.86035 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1061.8233642578s, input_fired_time: 9.3949804306, output_fired_time: 6.8447179794, propagate_forward_time: 375.5524597168, propagate_backward_time: 658.7150878906, weight_update_time: 0.9874166250, other_time: 11.3160400391
epoch time: 77.5468826294s, input_fired_time: 1.0834511518, output_fired_time: 0.0000000000, propagate_forward_time: 74.4445648193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0188674927
validation[          , genome 11757] predictions:    6292/  10000 (62.92%), best:    6260/10000 (62.60%), error:     11481.63574, best error:     11365.86035 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1056.9993896484s, input_fired_time: 9.3741807938, output_fired_time: 6.8064093590, propagate_forward_time: 373.3282470703, propagate_backward_time: 656.2067871094, weight_update_time: 0.9852920175, other_time: 11.2838134766
epoch time: 77.8052062988s, input_fired_time: 1.0866136551, output_fired_time: 0.0000000000, propagate_forward_time: 74.6992034912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0193862915
validation[          , genome 11757] predictions:    6241/  10000 (62.41%), best:    6260/10000 (62.60%), error:     11695.32910, best error:     11365.86035 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1056.9322509766s, input_fired_time: 9.3682861328, output_fired_time: 6.8132562637, propagate_forward_time: 372.9858703613, propagate_backward_time: 656.4711303711, weight_update_time: 0.9854592085, other_time: 11.2937622070
epoch time: 78.3903656006s, input_fired_time: 1.0924843550, output_fired_time: 0.0000000000, propagate_forward_time: 75.2581100464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0397720337
validation[          , genome 11757] predictions:    6164/  10000 (61.64%), best:    6260/10000 (62.60%), error:     11822.18359, best error:     11365.86035 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1056.8535156250s, input_fired_time: 9.3682842255, output_fired_time: 6.8185343742, propagate_forward_time: 372.7423706055, propagate_backward_time: 656.6452026367, weight_update_time: 0.9860512614, other_time: 11.2791748047
epoch time: 77.4756164551s, input_fired_time: 1.0889010429, output_fired_time: 0.0000000000, propagate_forward_time: 74.3710403442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0156784058
validation[          , genome 11757] predictions:    6230/  10000 (62.30%), best:    6260/10000 (62.60%), error:     11561.10352, best error:     11365.86035 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1078.4725341797s, input_fired_time: 9.4779453278, output_fired_time: 6.9232230186, propagate_forward_time: 382.8974304199, propagate_backward_time: 667.7175903320, weight_update_time: 0.9956086874, other_time: 11.4563598633
epoch time: 79.1889419556s, input_fired_time: 1.1052724123, output_fired_time: 0.0000000000, propagate_forward_time: 76.0442047119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0394668579
validation[          , genome 11757] predictions:    6226/  10000 (62.26%), best:    6260/10000 (62.60%), error:     11528.93066, best error:     11365.86035 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1104.3516845703s, input_fired_time: 9.5714702606, output_fired_time: 7.0642590523, propagate_forward_time: 392.2214965820, propagate_backward_time: 683.9531250000, weight_update_time: 1.0068888664, other_time: 11.5414428711
epoch time: 79.4223403931s, input_fired_time: 1.1056125164, output_fired_time: 0.0000000000, propagate_forward_time: 76.2674331665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0492935181
validation[          , genome 11757] predictions:    6274/  10000 (62.74%), best:    6260/10000 (62.60%), error:     11536.27051, best error:     11365.86035 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1086.2429199219s, input_fired_time: 9.4930038452, output_fired_time: 6.9665265083, propagate_forward_time: 383.9831542969, propagate_backward_time: 674.3628540039, weight_update_time: 0.9984027743, other_time: 11.4373168945
epoch time: 78.1826477051s, input_fired_time: 1.0946694613, output_fired_time: 0.0000000000, propagate_forward_time: 75.0592117310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0287628174
validation[          , genome 11757] predictions:    6260/  10000 (62.60%), best:    6260/10000 (62.60%), error:     11351.73828, best error:     11351.73828 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1088.0164794922s, input_fired_time: 9.5199508667, output_fired_time: 6.9793210030, propagate_forward_time: 385.5328979492, propagate_backward_time: 674.5531616211, weight_update_time: 0.9970803261, other_time: 11.4311523438
epoch time: 82.9993896484s, input_fired_time: 1.1323717833, output_fired_time: 0.0000000000, propagate_forward_time: 79.7777786255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0892410278
validation[          , genome 11757] predictions:    6233/  10000 (62.33%), best:    6260/10000 (62.60%), error:     11646.33984, best error:     11351.73828 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1168.2628173828s, input_fired_time: 9.8320913315, output_fired_time: 7.4000163078, propagate_forward_time: 418.4961242676, propagate_backward_time: 720.6311035156, weight_update_time: 1.0369391441, other_time: 11.9035644531
epoch time: 96.8754425049s, input_fired_time: 1.2439956665, output_fired_time: 0.0000000000, propagate_forward_time: 93.3761825562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2552642822
validation[          , genome 11757] predictions:    6241/  10000 (62.41%), best:    6260/10000 (62.60%), error:     11498.19922, best error:     11351.73828 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1203.5902099609s, input_fired_time: 9.9735336304, output_fired_time: 7.6395363808, propagate_forward_time: 432.9364929199, propagate_backward_time: 740.9698486328, weight_update_time: 1.0530112982, other_time: 12.0708007813
epoch time: 88.1272125244s, input_fired_time: 1.1792258024, output_fired_time: 0.0000000000, propagate_forward_time: 84.8055267334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1424636841
validation[          , genome 11757] predictions:    6285/  10000 (62.85%), best:    6260/10000 (62.60%), error:     11516.26465, best error:     11351.73828 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1194.1087646484s, input_fired_time: 9.9404411316, output_fired_time: 7.5671615601, propagate_forward_time: 428.5691528320, propagate_backward_time: 736.0043945313, weight_update_time: 1.0501042604, other_time: 12.0276489258
epoch time: 98.3795700073s, input_fired_time: 1.2552404404, output_fired_time: 0.0000000000, propagate_forward_time: 94.8561096191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2682189941
validation[          , genome 11757] predictions:    6216/  10000 (62.16%), best:    6260/10000 (62.60%), error:     11692.46777, best error:     11351.73828 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1181.0014648438s, input_fired_time: 9.9051513672, output_fired_time: 7.4951262474, propagate_forward_time: 424.6054992676, propagate_backward_time: 727.0657348633, weight_update_time: 1.0414898396, other_time: 11.9299926758
epoch time: 86.7239532471s, input_fired_time: 1.1636356115, output_fired_time: 0.0000000000, propagate_forward_time: 83.4233093262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1370086670
validation[          , genome 11757] predictions:    6300/  10000 (63.00%), best:    6260/10000 (62.60%), error:     11587.05078, best error:     11351.73828 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1286.6071777344s, input_fired_time: 10.3254699707, output_fired_time: 8.0936374664, propagate_forward_time: 467.5789184570, propagate_backward_time: 788.0875244141, weight_update_time: 1.0945200920, other_time: 12.5216674805
epoch time: 93.3551101685s, input_fired_time: 1.2165819407, output_fired_time: 0.0000000000, propagate_forward_time: 89.9288024902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2097244263
validation[          , genome 11757] predictions:    6271/  10000 (62.71%), best:    6260/10000 (62.60%), error:     11540.22070, best error:     11351.73828 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1207.6236572266s, input_fired_time: 10.0060529709, output_fired_time: 7.6245322227, propagate_forward_time: 434.6741943359, propagate_backward_time: 743.2276000977, weight_update_time: 1.0559685230, other_time: 12.0912475586
epoch time: 88.7211380005s, input_fired_time: 1.1787796021, output_fired_time: 0.0000000000, propagate_forward_time: 85.3902435303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1521148682
validation[          , genome 11757] predictions:    6250/  10000 (62.50%), best:    6260/10000 (62.60%), error:     11626.73242, best error:     11351.73828 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1210.2597656250s, input_fired_time: 10.0410795212, output_fired_time: 7.6699776649, propagate_forward_time: 436.8229675293, propagate_backward_time: 743.6154174805, weight_update_time: 1.0577214956, other_time: 12.1102905273
epoch time: 97.3559875488s, input_fired_time: 1.2543938160, output_fired_time: 0.0000000000, propagate_forward_time: 93.8389663696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2626266479
validation[          , genome 11757] predictions:    6215/  10000 (62.15%), best:    6260/10000 (62.60%), error:     11660.22070, best error:     11351.73828 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1209.7447509766s, input_fired_time: 10.0449056625, output_fired_time: 7.6587438583, propagate_forward_time: 436.9643249512, propagate_backward_time: 742.9614257813, weight_update_time: 1.0565009117, other_time: 12.1153564453
epoch time: 80.8524246216s, input_fired_time: 1.1245428324, output_fired_time: 0.0000000000, propagate_forward_time: 77.6607437134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0671386719
validation[          , genome 11757] predictions:    6291/  10000 (62.91%), best:    6260/10000 (62.60%), error:     11413.77441, best error:     11351.73828 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1218.2587890625s, input_fired_time: 10.0687780380, output_fired_time: 7.7047152519, propagate_forward_time: 439.9455261230, propagate_backward_time: 748.3952026367, weight_update_time: 1.0587810278, other_time: 12.1445922852
epoch time: 94.4240188599s, input_fired_time: 1.2332037687, output_fired_time: 0.0000000000, propagate_forward_time: 90.9555053711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2353134155
validation[          , genome 11757] predictions:    6232/  10000 (62.32%), best:    6260/10000 (62.60%), error:     11592.06543, best error:     11351.73828 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1223.4271240234s, input_fired_time: 10.1092758179, output_fired_time: 7.7388834953, propagate_forward_time: 442.6916503906, propagate_backward_time: 750.7122802734, weight_update_time: 1.0648101568, other_time: 12.1750488281
epoch time: 91.6398010254s, input_fired_time: 1.2079219818, output_fired_time: 0.0000000000, propagate_forward_time: 88.2393188477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1925582886
validation[          , genome 11757] predictions:    6296/  10000 (62.96%), best:    6260/10000 (62.60%), error:     11467.26563, best error:     11351.73828 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1238.3175048828s, input_fired_time: 10.1571121216, output_fired_time: 7.8098430634, propagate_forward_time: 448.2927551270, propagate_backward_time: 759.7598266602, weight_update_time: 1.0700112581, other_time: 12.2980346680
epoch time: 95.0901947021s, input_fired_time: 1.2342708111, output_fired_time: 0.0000000000, propagate_forward_time: 91.6242294312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2316970825
validation[          , genome 11757] predictions:    6246/  10000 (62.46%), best:    6260/10000 (62.60%), error:     11633.66113, best error:     11351.73828 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1157.4185791016s, input_fired_time: 9.8259506226, output_fired_time: 7.3613481522, propagate_forward_time: 414.7054748535, propagate_backward_time: 713.7086181641, weight_update_time: 1.0325165987, other_time: 11.8172607422
epoch time: 92.5682220459s, input_fired_time: 1.2153708935, output_fired_time: 0.0000000000, propagate_forward_time: 89.1606063843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1922454834
validation[          , genome 11757] predictions:    6279/  10000 (62.79%), best:    6260/10000 (62.60%), error:     11549.58203, best error:     11351.73828 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1199.6937255859s, input_fired_time: 9.9987430573, output_fired_time: 7.5768337250, propagate_forward_time: 431.2610778809, propagate_backward_time: 738.7760009766, weight_update_time: 1.0525134802, other_time: 12.0810546875
epoch time: 81.0891342163s, input_fired_time: 1.1241118908, output_fired_time: 0.0000000000, propagate_forward_time: 77.8987350464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0662841797
validation[          , genome 11757] predictions:    6246/  10000 (62.46%), best:    6260/10000 (62.60%), error:     11641.49023, best error:     11351.73828 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1163.3986816406s, input_fired_time: 9.8605337143, output_fired_time: 7.3938560486, propagate_forward_time: 417.1243286133, propagate_backward_time: 717.1926879883, weight_update_time: 1.0325633287, other_time: 11.8273925781
epoch time: 80.2440414429s, input_fired_time: 1.1174982786, output_fired_time: 0.0000000000, propagate_forward_time: 77.0745315552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0520095825
validation[          , genome 11757] predictions:    6212/  10000 (62.12%), best:    6260/10000 (62.60%), error:     11629.09180, best error:     11351.73828 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1149.2443847656s, input_fired_time: 9.8187665939, output_fired_time: 7.2926473618, propagate_forward_time: 411.8540039063, propagate_backward_time: 708.5233764648, weight_update_time: 1.0271232128, other_time: 11.7556762695
epoch time: 84.3159408569s, input_fired_time: 1.1509910822, output_fired_time: 0.0000000000, propagate_forward_time: 81.0667343140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0982131958
validation[          , genome 11757] predictions:    6305/  10000 (63.05%), best:    6260/10000 (62.60%), error:     11521.44922, best error:     11351.73828 on epoch:    84, 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: 450.0896606445s, input_fired_time: 5.9536523819, output_fired_time: 0.0000000000, propagate_forward_time: 433.2362976074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.8997192383
best training[          , genome 11757] predictions:   41517/  50000 (83.03%), best:    6260/10000 (62.60%), error:     26500.02539, best error:     11351.73828 on epoch:    84, 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: 89.2508087158s, input_fired_time: 1.1829228401, output_fired_time: 0.0000000000, propagate_forward_time: 85.9083938599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1594924927
   testing[          , genome 11757] predictions:    6260/  10000 (62.60%), best:    6260/10000 (62.60%), error:     11351.73828, best error:     11351.73828 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:12:30 (4512): called boinc_finish(0)

</stderr_txt>
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