Nameexact_genome_1508499903_25_12359_2
Workunit2252101
Created21 Oct 2017, 11:28:38 UTC
Sent21 Oct 2017, 11:34:41 UTC
Report deadline20 Nov 2017, 14:43:39 UTC
Received22 Oct 2017, 13:20:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time16 hours 1 min 29 sec
CPU time16 hours 0 min 14 sec
Validate stateValid
Credit7,532.81
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size165.98 MB
Peak swap size169.32 MB
Peak disk usage4.51 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 524.8937988281s, input_fired_time: 6.6744494438, output_fired_time: 6.1480488777, propagate_forward_time: 196.4914550781, propagate_backward_time: 308.0449523926, weight_update_time: 0.4809902012, other_time: 7.5348815918
epoch time: 41.4717407227s, input_fired_time: 0.8376779556, output_fired_time: 0.0000000000, propagate_forward_time: 39.3129653931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3210983276
validation[          , genome 12359] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       506.85617, best error:       506.85617 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 527.4398803711s, input_fired_time: 6.7147984505, output_fired_time: 6.2296457291, propagate_forward_time: 197.2293548584, propagate_backward_time: 309.6782226563, weight_update_time: 0.4880959392, other_time: 7.5878295898
epoch time: 41.6183166504s, input_fired_time: 0.8313553333, output_fired_time: 0.0000000000, propagate_forward_time: 39.4851150513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3018455505
validation[          , genome 12359] predictions:    9775/  10000 (97.75%), best:    9846/10000 (98.46%), error:       679.71942, best error:       506.85617 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 520.5484619141s, input_fired_time: 6.6913194656, output_fired_time: 6.0981698036, propagate_forward_time: 194.8939819336, propagate_backward_time: 305.2269897461, weight_update_time: 0.5009860396, other_time: 7.6379699707
epoch time: 41.5523910522s, input_fired_time: 0.8297023773, output_fired_time: 0.0000000000, propagate_forward_time: 39.3704338074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3522529602
validation[          , genome 12359] predictions:    9800/  10000 (98.00%), best:    9846/10000 (98.46%), error:       648.42529, best error:       506.85617 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 527.1055297852s, input_fired_time: 6.7373518944, output_fired_time: 6.1843123436, propagate_forward_time: 197.2831115723, propagate_backward_time: 309.2979125977, weight_update_time: 0.5151273608, other_time: 7.6028137207
epoch time: 41.7421798706s, input_fired_time: 0.8388236165, output_fired_time: 0.0000000000, propagate_forward_time: 39.5542182922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3491363525
validation[          , genome 12359] predictions:    9816/  10000 (98.16%), best:    9846/10000 (98.46%), error:       562.41626, best error:       506.85617 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 522.4651489258s, input_fired_time: 6.7565670013, output_fired_time: 6.1345362663, propagate_forward_time: 195.4072265625, propagate_backward_time: 306.4976501465, weight_update_time: 0.5337594748, other_time: 7.6691589355
epoch time: 41.4366264343s, input_fired_time: 0.8626085520, output_fired_time: 0.0000000000, propagate_forward_time: 39.2217140198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3523025513
validation[          , genome 12359] predictions:    9814/  10000 (98.14%), best:    9846/10000 (98.46%), error:       599.69836, best error:       506.85617 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 525.2806396484s, input_fired_time: 6.6618642807, output_fired_time: 6.1500306129, propagate_forward_time: 196.5013427734, propagate_backward_time: 308.3512268066, weight_update_time: 0.5564408302, other_time: 7.6161804199
epoch time: 42.8866920471s, input_fired_time: 0.8639661670, output_fired_time: 0.0000000000, propagate_forward_time: 40.6163215637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4064025879
validation[          , genome 12359] predictions:    9795/  10000 (97.95%), best:    9846/10000 (98.46%), error:       642.17767, best error:       506.85617 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 523.2873535156s, input_fired_time: 6.7525329590, output_fired_time: 6.1757292747, propagate_forward_time: 195.4389801025, propagate_backward_time: 307.2103881836, weight_update_time: 0.5766035914, other_time: 7.7097167969
epoch time: 41.9273452759s, input_fired_time: 0.8499562144, output_fired_time: 0.0000000000, propagate_forward_time: 39.7180747986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3593139648
validation[          , genome 12359] predictions:    9838/  10000 (98.38%), best:    9846/10000 (98.46%), error:       524.32501, best error:       506.85617 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 532.0825195313s, input_fired_time: 6.8127818108, output_fired_time: 6.1913342476, propagate_forward_time: 197.4864654541, propagate_backward_time: 313.9272766113, weight_update_time: 0.5877934098, other_time: 7.6646423340
epoch time: 42.4518241882s, input_fired_time: 0.8620254993, output_fired_time: 0.0000000000, propagate_forward_time: 40.1759834290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4138145447
validation[          , genome 12359] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       498.86118, best error:       498.86118 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 524.8503417969s, input_fired_time: 6.6921658516, output_fired_time: 6.1002759933, propagate_forward_time: 196.2303619385, propagate_backward_time: 308.1775207520, weight_update_time: 0.6112116575, other_time: 7.6500549316
epoch time: 42.8922042847s, input_fired_time: 0.8569705486, output_fired_time: 0.0000000000, propagate_forward_time: 40.6629600525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3722724915
validation[          , genome 12359] predictions:    9837/  10000 (98.37%), best:    9835/10000 (98.35%), error:       521.67914, best error:       498.86118 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 522.2959594727s, input_fired_time: 6.7355289459, output_fired_time: 6.1089763641, propagate_forward_time: 195.0838623047, propagate_backward_time: 306.6376953125, weight_update_time: 0.6195943952, other_time: 7.7298889160
epoch time: 41.7531929016s, input_fired_time: 0.8549196720, output_fired_time: 0.0000000000, propagate_forward_time: 39.5855903625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3126831055
validation[          , genome 12359] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       474.10876, best error:       474.10876 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 527.6587524414s, input_fired_time: 6.7624168396, output_fired_time: 6.1990165710, propagate_forward_time: 197.1415100098, propagate_backward_time: 309.8367309570, weight_update_time: 0.6299174428, other_time: 7.7190856934
epoch time: 41.6702537537s, input_fired_time: 0.8503044844, output_fired_time: 0.0000000000, propagate_forward_time: 39.5020637512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3178863525
validation[          , genome 12359] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       474.78659, best error:       474.10876 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 527.9602661133s, input_fired_time: 6.8012232780, output_fired_time: 6.1778044701, propagate_forward_time: 196.9807891846, propagate_backward_time: 310.2192993164, weight_update_time: 0.6380403042, other_time: 7.7811889648
epoch time: 41.3906135559s, input_fired_time: 0.8418943286, output_fired_time: 0.0000000000, propagate_forward_time: 39.2042694092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3444480896
validation[          , genome 12359] predictions:    9816/  10000 (98.16%), best:    9848/10000 (98.48%), error:       558.58350, best error:       474.10876 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 528.0101318359s, input_fired_time: 6.7077784538, output_fired_time: 6.1473817825, propagate_forward_time: 197.3006896973, propagate_backward_time: 310.2119750977, weight_update_time: 0.6244029403, other_time: 7.6423034668
epoch time: 41.6444129944s, input_fired_time: 0.8311882019, output_fired_time: 0.0000000000, propagate_forward_time: 39.4789085388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3343162537
validation[          , genome 12359] predictions:    9827/  10000 (98.27%), best:    9848/10000 (98.48%), error:       530.91742, best error:       474.10876 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 529.0410156250s, input_fired_time: 6.7004766464, output_fired_time: 6.1870279312, propagate_forward_time: 197.6355743408, propagate_backward_time: 310.8416748047, weight_update_time: 0.6641954184, other_time: 7.6762695313
epoch time: 41.7644271851s, input_fired_time: 0.8564630747, output_fired_time: 0.0000000000, propagate_forward_time: 39.5944938660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3134689331
validation[          , genome 12359] predictions:    9802/  10000 (98.02%), best:    9848/10000 (98.48%), error:       589.60547, best error:       474.10876 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 529.1432495117s, input_fired_time: 6.8212575912, output_fired_time: 6.2161831856, propagate_forward_time: 197.4870605469, propagate_backward_time: 310.8265075684, weight_update_time: 0.6508684754, other_time: 7.7922668457
epoch time: 41.3854370117s, input_fired_time: 0.8456360102, output_fired_time: 0.0000000000, propagate_forward_time: 39.2275085449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3122940063
validation[          , genome 12359] predictions:    9828/  10000 (98.28%), best:    9848/10000 (98.48%), error:       545.52533, best error:       474.10876 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 527.4696044922s, input_fired_time: 6.7776532173, output_fired_time: 6.1883406639, propagate_forward_time: 196.8452453613, propagate_backward_time: 309.9498596191, weight_update_time: 0.6374541521, other_time: 7.7084960938
epoch time: 41.6561203003s, input_fired_time: 0.8371093869, output_fired_time: 0.0000000000, propagate_forward_time: 39.4885101318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3305015564
validation[          , genome 12359] predictions:    9812/  10000 (98.12%), best:    9848/10000 (98.48%), error:       579.93500, best error:       474.10876 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 527.6287231445s, input_fired_time: 6.7810420990, output_fired_time: 6.2034969330, propagate_forward_time: 197.0980529785, propagate_backward_time: 309.7890625000, weight_update_time: 0.6329312921, other_time: 7.7570495605
epoch time: 41.1592025757s, input_fired_time: 0.8484494686, output_fired_time: 0.0000000000, propagate_forward_time: 38.9584770203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3522758484
validation[          , genome 12359] predictions:    9814/  10000 (98.14%), best:    9848/10000 (98.48%), error:       611.25336, best error:       474.10876 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 527.1422729492s, input_fired_time: 6.7392611504, output_fired_time: 6.1713953018, propagate_forward_time: 196.8555603027, propagate_backward_time: 309.6305847168, weight_update_time: 0.6347013712, other_time: 7.7454833984
epoch time: 41.8971939087s, input_fired_time: 0.8495872617, output_fired_time: 0.0000000000, propagate_forward_time: 39.6891479492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3584594727
validation[          , genome 12359] predictions:    9841/  10000 (98.41%), best:    9848/10000 (98.48%), error:       506.39886, best error:       474.10876 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 525.5472412109s, input_fired_time: 6.6969990730, output_fired_time: 6.1546444893, propagate_forward_time: 196.1805877686, propagate_backward_time: 308.8730468750, weight_update_time: 0.6293836236, other_time: 7.6419067383
epoch time: 41.7995948792s, input_fired_time: 0.8413996696, output_fired_time: 0.0000000000, propagate_forward_time: 39.6297874451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3284072876
validation[          , genome 12359] predictions:    9850/  10000 (98.50%), best:    9848/10000 (98.48%), error:       508.00885, best error:       474.10876 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 524.3572387695s, input_fired_time: 6.7875471115, output_fired_time: 6.1657094955, propagate_forward_time: 195.7211303711, propagate_backward_time: 307.9063110352, weight_update_time: 0.6383225322, other_time: 7.7765502930
epoch time: 41.7155952454s, input_fired_time: 0.8297162056, output_fired_time: 0.0000000000, propagate_forward_time: 39.5642814636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3215980530
validation[          , genome 12359] predictions:    9768/  10000 (97.68%), best:    9848/10000 (98.48%), error:       717.56940, best error:       474.10876 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 526.1729125977s, input_fired_time: 6.8286228180, output_fired_time: 6.1585783958, propagate_forward_time: 196.5535736084, propagate_backward_time: 308.8992919922, weight_update_time: 0.6401549578, other_time: 7.7328491211
epoch time: 42.0035133362s, input_fired_time: 0.8653302193, output_fired_time: 0.0000000000, propagate_forward_time: 39.8011054993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3370780945
validation[          , genome 12359] predictions:    9822/  10000 (98.22%), best:    9848/10000 (98.48%), error:       573.58405, best error:       474.10876 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 526.8168334961s, input_fired_time: 6.7548775673, output_fired_time: 6.1639518738, propagate_forward_time: 196.5150604248, propagate_backward_time: 309.5942077637, weight_update_time: 0.6432157755, other_time: 7.7887268066
epoch time: 42.0518760681s, input_fired_time: 0.8467262983, output_fired_time: 0.0000000000, propagate_forward_time: 39.8528633118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3522872925
validation[          , genome 12359] predictions:    9844/  10000 (98.44%), best:    9848/10000 (98.48%), error:       522.79047, best error:       474.10876 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 528.1882934570s, input_fired_time: 6.6899590492, output_fired_time: 6.1556496620, propagate_forward_time: 197.0307312012, propagate_backward_time: 310.6680908203, weight_update_time: 0.6340503097, other_time: 7.6438903809
epoch time: 41.4802665710s, input_fired_time: 0.8407579064, output_fired_time: 0.0000000000, propagate_forward_time: 39.3053474426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3341598511
validation[          , genome 12359] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       446.47559, best error:       446.47559 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 526.9764404297s, input_fired_time: 6.7806077003, output_fired_time: 6.1430253983, propagate_forward_time: 196.6770324707, propagate_backward_time: 309.6831359863, weight_update_time: 0.6295494437, other_time: 7.6926879883
epoch time: 41.3759193420s, input_fired_time: 0.8460702300, output_fired_time: 0.0000000000, propagate_forward_time: 39.2039413452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3259086609
validation[          , genome 12359] predictions:    9845/  10000 (98.45%), best:    9866/10000 (98.66%), error:       515.77673, best error:       446.47559 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 527.5302124023s, input_fired_time: 6.7750034332, output_fired_time: 6.2011370659, propagate_forward_time: 196.8081665039, propagate_backward_time: 310.0696716309, weight_update_time: 0.6313908100, other_time: 7.6762390137
epoch time: 41.6930809021s, input_fired_time: 0.8526678085, output_fired_time: 0.0000000000, propagate_forward_time: 39.4972801208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3431320190
validation[          , genome 12359] predictions:    9845/  10000 (98.45%), best:    9866/10000 (98.66%), error:       527.97229, best error:       446.47559 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 523.9569091797s, input_fired_time: 6.7604494095, output_fired_time: 6.1142215729, propagate_forward_time: 195.3791961670, propagate_backward_time: 307.9593505859, weight_update_time: 0.6296096444, other_time: 7.7437133789
epoch time: 41.8107376099s, input_fired_time: 0.8419277668, output_fired_time: 0.0000000000, propagate_forward_time: 39.6321678162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3366432190
validation[          , genome 12359] predictions:    9832/  10000 (98.32%), best:    9866/10000 (98.66%), error:       539.56323, best error:       446.47559 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 529.4522094727s, input_fired_time: 6.7834615707, output_fired_time: 6.1891393661, propagate_forward_time: 197.7272796631, propagate_backward_time: 311.1664733887, weight_update_time: 0.6357490420, other_time: 7.5858459473
epoch time: 42.4706687927s, input_fired_time: 0.8728685975, output_fired_time: 0.0000000000, propagate_forward_time: 40.2252159119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3725852966
validation[          , genome 12359] predictions:    9859/  10000 (98.59%), best:    9866/10000 (98.66%), error:       498.50153, best error:       446.47559 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 524.4100341797s, input_fired_time: 6.7636547089, output_fired_time: 6.1026930809, propagate_forward_time: 195.6694793701, propagate_backward_time: 308.1085510254, weight_update_time: 0.6329042315, other_time: 7.7656555176
epoch time: 42.4331512451s, input_fired_time: 0.8663181663, output_fired_time: 0.0000000000, propagate_forward_time: 40.1679000854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3989334106
validation[          , genome 12359] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       444.73865, best error:       444.73865 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 522.5971069336s, input_fired_time: 6.8111329079, output_fired_time: 6.1649031639, propagate_forward_time: 194.9327087402, propagate_backward_time: 306.9175109863, weight_update_time: 0.6368328929, other_time: 7.7708129883
epoch time: 41.7823333740s, input_fired_time: 0.8734592199, output_fired_time: 0.0000000000, propagate_forward_time: 39.5825271606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3263473511
validation[          , genome 12359] predictions:    9848/  10000 (98.48%), best:    9867/10000 (98.67%), error:       507.83594, best error:       444.73865 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 523.5325927734s, input_fired_time: 6.8236346245, output_fired_time: 6.1154904366, propagate_forward_time: 194.9875183105, propagate_backward_time: 307.8088378906, weight_update_time: 0.6387133002, other_time: 7.7971496582
epoch time: 41.3161277771s, input_fired_time: 0.8425295949, output_fired_time: 0.0000000000, propagate_forward_time: 39.1681251526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3054733276
validation[          , genome 12359] predictions:    9846/  10000 (98.46%), best:    9867/10000 (98.67%), error:       496.62842, best error:       444.73865 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 527.7310791016s, input_fired_time: 6.8049845695, output_fired_time: 6.2302718163, propagate_forward_time: 196.9002685547, propagate_backward_time: 310.2013549805, weight_update_time: 0.6254270673, other_time: 7.5941772461
epoch time: 41.2972602844s, input_fired_time: 0.8537154794, output_fired_time: 0.0000000000, propagate_forward_time: 39.1257476807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3177986145
validation[          , genome 12359] predictions:    9838/  10000 (98.38%), best:    9867/10000 (98.67%), error:       524.06732, best error:       444.73865 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 524.6446533203s, input_fired_time: 6.7805447578, output_fired_time: 6.1900515556, propagate_forward_time: 195.6313171387, propagate_backward_time: 308.3269653320, weight_update_time: 0.6301264763, other_time: 7.7157897949
epoch time: 41.1147537231s, input_fired_time: 0.8401312828, output_fired_time: 0.0000000000, propagate_forward_time: 38.9440383911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3305854797
validation[          , genome 12359] predictions:    9824/  10000 (98.24%), best:    9867/10000 (98.67%), error:       579.08295, best error:       444.73865 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 523.5639648438s, input_fired_time: 6.7869472504, output_fired_time: 6.1185708046, propagate_forward_time: 195.4650573730, propagate_backward_time: 307.4361877441, weight_update_time: 0.6345819831, other_time: 7.7572326660
epoch time: 41.8412551880s, input_fired_time: 0.8569867015, output_fired_time: 0.0000000000, propagate_forward_time: 39.6588249207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3254432678
validation[          , genome 12359] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       433.07593, best error:       433.07593 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 524.9199829102s, input_fired_time: 6.7471513748, output_fired_time: 6.0989260674, propagate_forward_time: 195.9030456543, propagate_backward_time: 308.4869384766, weight_update_time: 0.6300410032, other_time: 7.6839294434
epoch time: 41.9910087585s, input_fired_time: 0.8580124974, output_fired_time: 0.0000000000, propagate_forward_time: 39.7941055298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3388900757
validation[          , genome 12359] predictions:    9846/  10000 (98.46%), best:    9868/10000 (98.68%), error:       527.91412, best error:       433.07593 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 529.2039184570s, input_fired_time: 6.7520508766, output_fired_time: 6.1627798080, propagate_forward_time: 197.4233856201, propagate_backward_time: 311.1852416992, weight_update_time: 0.6423401237, other_time: 7.6804199219
epoch time: 41.2913360596s, input_fired_time: 0.8528815508, output_fired_time: 0.0000000000, propagate_forward_time: 39.0965347290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3419189453
validation[          , genome 12359] predictions:    9767/  10000 (97.67%), best:    9868/10000 (98.68%), error:       763.20776, best error:       433.07593 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 522.0929565430s, input_fired_time: 6.8000288010, output_fired_time: 6.0754055977, propagate_forward_time: 194.5918121338, propagate_backward_time: 306.8530883789, weight_update_time: 0.6314552426, other_time: 7.7725830078
epoch time: 41.0529518127s, input_fired_time: 0.8528733253, output_fired_time: 0.0000000000, propagate_forward_time: 38.8344154358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3656616211
validation[          , genome 12359] predictions:    9859/  10000 (98.59%), best:    9868/10000 (98.68%), error:       446.11386, best error:       433.07593 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 530.7941284180s, input_fired_time: 6.8073029518, output_fired_time: 6.1977577209, propagate_forward_time: 197.8385009766, propagate_backward_time: 312.3061828613, weight_update_time: 0.6409469843, other_time: 7.6443786621
epoch time: 41.3427047729s, input_fired_time: 0.8500180244, output_fired_time: 0.0000000000, propagate_forward_time: 39.1593894958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3332977295
validation[          , genome 12359] predictions:    9836/  10000 (98.36%), best:    9868/10000 (98.68%), error:       505.34753, best error:       433.07593 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 530.7594604492s, input_fired_time: 6.8740968704, output_fired_time: 6.1840820313, propagate_forward_time: 198.2302398682, propagate_backward_time: 311.7296752930, weight_update_time: 0.6567579508, other_time: 7.7413940430
epoch time: 41.7068061829s, input_fired_time: 0.8443468809, output_fired_time: 0.0000000000, propagate_forward_time: 39.5326004028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3298606873
validation[          , genome 12359] predictions:    9862/  10000 (98.62%), best:    9868/10000 (98.68%), error:       465.42020, best error:       433.07593 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 526.1260986328s, input_fired_time: 6.8018651009, output_fired_time: 6.1633462906, propagate_forward_time: 196.3140411377, propagate_backward_time: 309.1400146484, weight_update_time: 0.6357383728, other_time: 7.7068481445
epoch time: 41.7544403076s, input_fired_time: 0.8672692776, output_fired_time: 0.0000000000, propagate_forward_time: 39.5348663330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3523063660
validation[          , genome 12359] predictions:    9849/  10000 (98.49%), best:    9868/10000 (98.68%), error:       477.01749, best error:       433.07593 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 527.5319213867s, input_fired_time: 6.8387765884, output_fired_time: 6.1649255753, propagate_forward_time: 196.6971130371, propagate_backward_time: 310.0087280273, weight_update_time: 0.6416539550, other_time: 7.8223571777
epoch time: 41.5050163269s, input_fired_time: 0.8380708694, output_fired_time: 0.0000000000, propagate_forward_time: 39.3314857483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3354606628
validation[          , genome 12359] predictions:    9853/  10000 (98.53%), best:    9868/10000 (98.68%), error:       539.32849, best error:       433.07593 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 527.7556762695s, input_fired_time: 6.8029537201, output_fired_time: 6.1788053513, propagate_forward_time: 197.0065765381, propagate_backward_time: 310.0844726563, weight_update_time: 0.6320644021, other_time: 7.6828002930
epoch time: 41.7709846497s, input_fired_time: 0.8521458507, output_fired_time: 0.0000000000, propagate_forward_time: 39.5750999451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3437385559
validation[          , genome 12359] predictions:    9856/  10000 (98.56%), best:    9868/10000 (98.68%), error:       458.91528, best error:       433.07593 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 527.1334228516s, input_fired_time: 6.8920979500, output_fired_time: 6.1691584587, propagate_forward_time: 196.4362335205, propagate_backward_time: 309.9021606445, weight_update_time: 0.6356666088, other_time: 7.7338256836
epoch time: 41.5459747314s, input_fired_time: 0.8586515188, output_fired_time: 0.0000000000, propagate_forward_time: 39.3542709351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3330535889
validation[          , genome 12359] predictions:    9863/  10000 (98.63%), best:    9868/10000 (98.68%), error:       435.35431, best error:       433.07593 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 524.3146972656s, input_fired_time: 6.8703198433, output_fired_time: 6.1438679695, propagate_forward_time: 195.5116424561, propagate_backward_time: 307.9712524414, weight_update_time: 0.6403290033, other_time: 7.8176269531
epoch time: 41.5789413452s, input_fired_time: 0.8484817147, output_fired_time: 0.0000000000, propagate_forward_time: 39.3989639282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3314971924
validation[          , genome 12359] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       414.29855, best error:       414.29855 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 527.1762084961s, input_fired_time: 6.7495522499, output_fired_time: 6.1541552544, propagate_forward_time: 196.7279510498, propagate_backward_time: 309.8724670410, weight_update_time: 0.6301781535, other_time: 7.6720275879
epoch time: 41.3252487183s, input_fired_time: 0.8659626245, output_fired_time: 0.0000000000, propagate_forward_time: 39.0847892761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3744964600
validation[          , genome 12359] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       404.62088, best error:       404.62088 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 529.6669921875s, input_fired_time: 6.8045163155, output_fired_time: 6.2321109772, propagate_forward_time: 197.9100646973, propagate_backward_time: 311.0103454590, weight_update_time: 0.6347652674, other_time: 7.7099609375
epoch time: 41.1449508667s, input_fired_time: 0.8571857810, output_fired_time: 0.0000000000, propagate_forward_time: 38.9430732727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3446922302
validation[          , genome 12359] predictions:    9867/  10000 (98.67%), best:    9872/10000 (98.72%), error:       420.42679, best error:       404.62088 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 525.9243164063s, input_fired_time: 6.7961678505, output_fired_time: 6.1355881691, propagate_forward_time: 196.3225250244, propagate_backward_time: 308.8861389160, weight_update_time: 0.6407912970, other_time: 7.7839660645
epoch time: 41.9344863892s, input_fired_time: 0.8633416295, output_fired_time: 0.0000000000, propagate_forward_time: 39.7250289917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3461151123
validation[          , genome 12359] predictions:    9876/  10000 (98.76%), best:    9872/10000 (98.72%), error:       411.49680, best error:       404.62088 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 526.7626953125s, input_fired_time: 6.8548455238, output_fired_time: 6.2063336372, propagate_forward_time: 196.2606964111, propagate_backward_time: 309.7003479004, weight_update_time: 0.6420095563, other_time: 7.7404479980
epoch time: 42.4976844788s, input_fired_time: 0.8649218678, output_fired_time: 0.0000000000, propagate_forward_time: 40.2453079224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3874549866
validation[          , genome 12359] predictions:    9862/  10000 (98.62%), best:    9872/10000 (98.72%), error:       458.69849, best error:       404.62088 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 525.1684570313s, input_fired_time: 6.8363065720, output_fired_time: 6.1151056290, propagate_forward_time: 195.7919464111, propagate_backward_time: 308.6959228516, weight_update_time: 0.6410015821, other_time: 7.7291870117
epoch time: 41.4463157654s, input_fired_time: 0.8730230331, output_fired_time: 0.0000000000, propagate_forward_time: 39.2058143616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3674774170
validation[          , genome 12359] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       392.65955, best error:       392.65955 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 523.2863769531s, input_fired_time: 6.8174314499, output_fired_time: 6.1256198883, propagate_forward_time: 195.1004943848, propagate_backward_time: 307.5307312012, weight_update_time: 0.6377506852, other_time: 7.7120971680
epoch time: 41.5547866821s, input_fired_time: 0.8580914140, output_fired_time: 0.0000000000, propagate_forward_time: 39.3657150269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3309783936
validation[          , genome 12359] predictions:    9851/  10000 (98.51%), best:    9871/10000 (98.71%), error:       460.68652, best error:       392.65955 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 530.1795654297s, input_fired_time: 6.8481688499, output_fired_time: 6.1728863716, propagate_forward_time: 197.8600006104, propagate_backward_time: 311.6325683594, weight_update_time: 0.6307207942, other_time: 7.6659545898
epoch time: 41.6401557922s, input_fired_time: 0.8504331708, output_fired_time: 0.0000000000, propagate_forward_time: 39.4606361389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3290863037
validation[          , genome 12359] predictions:    9846/  10000 (98.46%), best:    9871/10000 (98.71%), error:       491.27811, best error:       392.65955 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 530.4044189453s, input_fired_time: 6.8150634766, output_fired_time: 6.1955642700, propagate_forward_time: 197.9293823242, propagate_backward_time: 311.9252929688, weight_update_time: 0.6386186481, other_time: 7.5391235352
epoch time: 41.7725906372s, input_fired_time: 0.8467102647, output_fired_time: 0.0000000000, propagate_forward_time: 39.5786209106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3472595215
validation[          , genome 12359] predictions:    9872/  10000 (98.72%), best:    9871/10000 (98.71%), error:       431.52368, best error:       392.65955 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 528.1308593750s, input_fired_time: 6.8942561150, output_fired_time: 6.2018589973, propagate_forward_time: 197.1373748779, propagate_backward_time: 310.2033386230, weight_update_time: 0.6410787106, other_time: 7.6940612793
epoch time: 41.7562522888s, input_fired_time: 0.8585228920, output_fired_time: 0.0000000000, propagate_forward_time: 39.5867652893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3109626770
validation[          , genome 12359] predictions:    9874/  10000 (98.74%), best:    9871/10000 (98.71%), error:       417.72714, best error:       392.65955 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 524.9411621094s, input_fired_time: 6.8492932320, output_fired_time: 6.1181735992, propagate_forward_time: 195.7911376953, propagate_backward_time: 308.4458007813, weight_update_time: 0.6315622926, other_time: 7.7367553711
epoch time: 41.7055664063s, input_fired_time: 0.8533180952, output_fired_time: 0.0000000000, propagate_forward_time: 39.5192871094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3329620361
validation[          , genome 12359] predictions:    9870/  10000 (98.70%), best:    9871/10000 (98.71%), error:       430.54471, best error:       392.65955 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 529.8937988281s, input_fired_time: 6.8869543076, output_fired_time: 6.2218909264, propagate_forward_time: 197.5179901123, propagate_backward_time: 311.4869689941, weight_update_time: 0.6405135393, other_time: 7.7799987793
epoch time: 42.2027511597s, input_fired_time: 0.8939665556, output_fired_time: 0.0000000000, propagate_forward_time: 39.9065208435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4022636414
validation[          , genome 12359] predictions:    9858/  10000 (98.58%), best:    9871/10000 (98.71%), error:       435.92685, best error:       392.65955 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 526.2473144531s, input_fired_time: 6.8593316078, output_fired_time: 6.1829800606, propagate_forward_time: 196.3554992676, propagate_backward_time: 309.0728759766, weight_update_time: 0.6373764277, other_time: 7.7766418457
epoch time: 40.9576530457s, input_fired_time: 0.8537631035, output_fired_time: 0.0000000000, propagate_forward_time: 38.6940231323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4098663330
validation[          , genome 12359] predictions:    9852/  10000 (98.52%), best:    9871/10000 (98.71%), error:       491.66614, best error:       392.65955 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 529.4640502930s, input_fired_time: 6.8490967751, output_fired_time: 6.2805814743, propagate_forward_time: 197.6564941406, propagate_backward_time: 310.9122314453, weight_update_time: 0.6387003064, other_time: 7.7656250000
epoch time: 41.1678581238s, input_fired_time: 0.8661834002, output_fired_time: 0.0000000000, propagate_forward_time: 38.9334716797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3682022095
validation[          , genome 12359] predictions:    9858/  10000 (98.58%), best:    9871/10000 (98.71%), error:       447.75137, best error:       392.65955 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 528.8455810547s, input_fired_time: 6.8553195000, output_fired_time: 6.2020730972, propagate_forward_time: 197.2105712891, propagate_backward_time: 310.8701171875, weight_update_time: 0.6328285933, other_time: 7.7074584961
epoch time: 41.7117118835s, input_fired_time: 0.8546179533, output_fired_time: 0.0000000000, propagate_forward_time: 39.5213508606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3357429504
validation[          , genome 12359] predictions:    9877/  10000 (98.77%), best:    9871/10000 (98.71%), error:       418.72253, best error:       392.65955 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 529.2738647461s, input_fired_time: 6.8255000114, output_fired_time: 6.2268137932, propagate_forward_time: 197.4537200928, propagate_backward_time: 311.0601806641, weight_update_time: 0.6275889874, other_time: 7.7076416016
epoch time: 41.3564567566s, input_fired_time: 0.8734169602, output_fired_time: 0.0000000000, propagate_forward_time: 39.1273498535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3556900024
validation[          , genome 12359] predictions:    9870/  10000 (98.70%), best:    9871/10000 (98.71%), error:       429.33310, best error:       392.65955 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 527.3676147461s, input_fired_time: 6.7932801247, output_fired_time: 6.1756496429, propagate_forward_time: 196.6481628418, propagate_backward_time: 310.1052246094, weight_update_time: 0.6311056018, other_time: 7.6452941895
epoch time: 41.5204772949s, input_fired_time: 0.8529728651, output_fired_time: 0.0000000000, propagate_forward_time: 39.3394279480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3280754089
validation[          , genome 12359] predictions:    9875/  10000 (98.75%), best:    9871/10000 (98.71%), error:       455.23715, best error:       392.65955 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 529.6655273438s, input_fired_time: 6.8063058853, output_fired_time: 6.1728415489, propagate_forward_time: 197.5181579590, propagate_backward_time: 311.5227966309, weight_update_time: 0.6302252412, other_time: 7.6453857422
epoch time: 41.1820907593s, input_fired_time: 0.8743309379, output_fired_time: 0.0000000000, propagate_forward_time: 38.9514312744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3563270569
validation[          , genome 12359] predictions:    9861/  10000 (98.61%), best:    9871/10000 (98.71%), error:       442.50272, best error:       392.65955 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 529.2411499023s, input_fired_time: 6.8451404572, output_fired_time: 6.2031502724, propagate_forward_time: 197.4282531738, propagate_backward_time: 311.1309509277, weight_update_time: 0.6288461089, other_time: 7.6336669922
epoch time: 41.5288467407s, input_fired_time: 0.8647231460, output_fired_time: 0.0000000000, propagate_forward_time: 39.3439407349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3201828003
validation[          , genome 12359] predictions:    9875/  10000 (98.75%), best:    9871/10000 (98.71%), error:       414.69748, best error:       392.65955 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 527.2241210938s, input_fired_time: 6.8615694046, output_fired_time: 6.1659874916, propagate_forward_time: 196.8955993652, propagate_backward_time: 309.5726318359, weight_update_time: 0.6394075751, other_time: 7.7283020020
epoch time: 41.6964683533s, input_fired_time: 0.8640641570, output_fired_time: 0.0000000000, propagate_forward_time: 39.5301551819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3022499084
validation[          , genome 12359] predictions:    9856/  10000 (98.56%), best:    9871/10000 (98.71%), error:       469.65851, best error:       392.65955 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 527.2857666016s, input_fired_time: 6.9135313034, output_fired_time: 6.1497063637, propagate_forward_time: 196.4386444092, propagate_backward_time: 310.1088562012, weight_update_time: 0.6281533837, other_time: 7.6750183105
epoch time: 41.2540473938s, input_fired_time: 0.8660891652, output_fired_time: 0.0000000000, propagate_forward_time: 39.0321884155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3557701111
validation[          , genome 12359] predictions:    9860/  10000 (98.60%), best:    9871/10000 (98.71%), error:       472.33124, best error:       392.65955 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 528.3562622070s, input_fired_time: 6.8437838554, output_fired_time: 6.1725354195, propagate_forward_time: 197.1405792236, propagate_backward_time: 310.5155029297, weight_update_time: 0.6247378588, other_time: 7.6838378906
epoch time: 41.6165046692s, input_fired_time: 0.8599212170, output_fired_time: 0.0000000000, propagate_forward_time: 39.4207382202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3358459473
validation[          , genome 12359] predictions:    9833/  10000 (98.33%), best:    9871/10000 (98.71%), error:       518.51642, best error:       392.65955 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 527.5563964844s, input_fired_time: 6.9046549797, output_fired_time: 6.1811265945, propagate_forward_time: 196.8793792725, propagate_backward_time: 309.8223876953, weight_update_time: 0.6338652968, other_time: 7.7687988281
epoch time: 41.5151329041s, input_fired_time: 0.8614898920, output_fired_time: 0.0000000000, propagate_forward_time: 39.3349609375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3186836243
validation[          , genome 12359] predictions:    9874/  10000 (98.74%), best:    9871/10000 (98.71%), error:       459.50699, best error:       392.65955 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 528.3018188477s, input_fired_time: 6.8641271591, output_fired_time: 6.1671509743, propagate_forward_time: 196.7980346680, propagate_backward_time: 310.7324523926, weight_update_time: 0.6316226125, other_time: 7.7400207520
epoch time: 41.2698707581s, input_fired_time: 0.8674860597, output_fired_time: 0.0000000000, propagate_forward_time: 39.0475311279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3548545837
validation[          , genome 12359] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       390.68182, best error:       390.68182 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 524.6105957031s, input_fired_time: 6.8426151276, output_fired_time: 6.1133604050, propagate_forward_time: 195.7381134033, propagate_backward_time: 308.2451782227, weight_update_time: 0.6344121695, other_time: 7.6713256836
epoch time: 42.2168426514s, input_fired_time: 0.8929674029, output_fired_time: 0.0000000000, propagate_forward_time: 39.9292221069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3946533203
validation[          , genome 12359] predictions:    9855/  10000 (98.55%), best:    9888/10000 (98.88%), error:       448.50565, best error:       390.68182 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 522.0033569336s, input_fired_time: 6.8068327904, output_fired_time: 6.0808625221, propagate_forward_time: 194.5216979980, propagate_backward_time: 306.8359069824, weight_update_time: 0.6372056007, other_time: 7.7580566406
epoch time: 42.0020751953s, input_fired_time: 0.8852831721, output_fired_time: 0.0000000000, propagate_forward_time: 39.7708473206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3459434509
validation[          , genome 12359] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       390.26584, best error:       390.26584 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 527.8370361328s, input_fired_time: 6.9490838051, output_fired_time: 6.1766748428, propagate_forward_time: 196.9398193359, propagate_backward_time: 310.0101928711, weight_update_time: 0.6294785738, other_time: 7.7612304688
epoch time: 41.5491752625s, input_fired_time: 0.8727993369, output_fired_time: 0.0000000000, propagate_forward_time: 39.2999801636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3763961792
validation[          , genome 12359] predictions:    9889/  10000 (98.89%), best:    9887/10000 (98.87%), error:       390.64752, best error:       390.26584 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 528.1915893555s, input_fired_time: 6.8835768700, output_fired_time: 6.1714706421, propagate_forward_time: 196.9263458252, propagate_backward_time: 310.5061950684, weight_update_time: 0.6241183281, other_time: 7.7040100098
epoch time: 41.2782745361s, input_fired_time: 0.8732345104, output_fired_time: 0.0000000000, propagate_forward_time: 39.0560340881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3490066528
validation[          , genome 12359] predictions:    9881/  10000 (98.81%), best:    9887/10000 (98.87%), error:       426.41132, best error:       390.26584 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 528.4597778320s, input_fired_time: 6.8527431488, output_fired_time: 6.1377072334, propagate_forward_time: 197.0182647705, propagate_backward_time: 310.8128051758, weight_update_time: 0.6251072288, other_time: 7.6383056641
epoch time: 41.5429115295s, input_fired_time: 0.8770585656, output_fired_time: 0.0000000000, propagate_forward_time: 39.2841262817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3817253113
validation[          , genome 12359] predictions:    9877/  10000 (98.77%), best:    9887/10000 (98.87%), error:       401.59360, best error:       390.26584 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 527.4873657227s, input_fired_time: 6.9076290131, output_fired_time: 6.1583867073, propagate_forward_time: 196.6935577393, propagate_backward_time: 309.9439086914, weight_update_time: 0.6395670176, other_time: 7.7838745117
epoch time: 42.7453269958s, input_fired_time: 0.8964574933, output_fired_time: 0.0000000000, propagate_forward_time: 40.4256248474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4232444763
validation[          , genome 12359] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       387.44681, best error:       387.44681 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 526.3670043945s, input_fired_time: 6.8671121597, output_fired_time: 6.1476106644, propagate_forward_time: 196.2368774414, propagate_backward_time: 309.4048156738, weight_update_time: 0.6384466290, other_time: 7.7106018066
epoch time: 41.2330284119s, input_fired_time: 0.8718022108, output_fired_time: 0.0000000000, propagate_forward_time: 39.0085945129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3526306152
validation[          , genome 12359] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       396.77164, best error:       387.44681 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 524.2444458008s, input_fired_time: 6.9119558334, output_fired_time: 6.1550936699, propagate_forward_time: 195.3297424316, propagate_backward_time: 308.0716857910, weight_update_time: 0.6363593340, other_time: 7.7760009766
epoch time: 41.3458328247s, input_fired_time: 0.8468966484, output_fired_time: 0.0000000000, propagate_forward_time: 39.1655158997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3334197998
validation[          , genome 12359] predictions:    9857/  10000 (98.57%), best:    9886/10000 (98.86%), error:       483.54877, best error:       387.44681 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 528.1087036133s, input_fired_time: 6.8646831512, output_fired_time: 6.1500897408, propagate_forward_time: 196.9427490234, propagate_backward_time: 310.4451293945, weight_update_time: 0.6263257861, other_time: 7.7060546875
epoch time: 41.7602157593s, input_fired_time: 0.8496417403, output_fired_time: 0.0000000000, propagate_forward_time: 39.5938339233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3167419434
validation[          , genome 12359] predictions:    9747/  10000 (97.47%), best:    9886/10000 (98.86%), error:       893.57635, best error:       387.44681 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 527.5678710938s, input_fired_time: 6.8946070671, output_fired_time: 6.1861667633, propagate_forward_time: 196.8027496338, propagate_backward_time: 309.9557189941, weight_update_time: 0.6359869242, other_time: 7.7286682129
epoch time: 41.2803344727s, input_fired_time: 0.8813049197, output_fired_time: 0.0000000000, propagate_forward_time: 39.0495643616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3494644165
validation[          , genome 12359] predictions:    9877/  10000 (98.77%), best:    9886/10000 (98.86%), error:       403.75159, best error:       387.44681 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 529.0646972656s, input_fired_time: 6.8720855713, output_fired_time: 6.1984710693, propagate_forward_time: 197.1366424561, propagate_backward_time: 311.1714782715, weight_update_time: 0.6284419894, other_time: 7.6860046387
epoch time: 41.5455741882s, input_fired_time: 0.8618531227, output_fired_time: 0.0000000000, propagate_forward_time: 39.3613166809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3224029541
validation[          , genome 12359] predictions:    9878/  10000 (98.78%), best:    9886/10000 (98.86%), error:       413.98386, best error:       387.44681 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 525.1274414063s, input_fired_time: 6.9123716354, output_fired_time: 6.1525626183, propagate_forward_time: 195.7404327393, propagate_backward_time: 308.5381469727, weight_update_time: 0.6432040930, other_time: 7.7839355469
epoch time: 41.7783393860s, input_fired_time: 0.8762462735, output_fired_time: 0.0000000000, propagate_forward_time: 39.5662879944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3358039856
validation[          , genome 12359] predictions:    9882/  10000 (98.82%), best:    9886/10000 (98.86%), error:       395.32684, best error:       387.44681 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 530.2865600586s, input_fired_time: 6.8578276634, output_fired_time: 6.2228116989, propagate_forward_time: 197.8953247070, propagate_backward_time: 311.6535034180, weight_update_time: 0.6267904043, other_time: 7.6570434570
epoch time: 42.3191719055s, input_fired_time: 0.8934998512, output_fired_time: 0.0000000000, propagate_forward_time: 40.0648956299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3607749939
validation[          , genome 12359] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       380.10553, best error:       380.10553 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 528.8729248047s, input_fired_time: 6.8998250961, output_fired_time: 6.1579985619, propagate_forward_time: 197.1726379395, propagate_backward_time: 310.8842773438, weight_update_time: 0.6452865601, other_time: 7.7581481934
epoch time: 41.0419540405s, input_fired_time: 0.8724185824, output_fired_time: 0.0000000000, propagate_forward_time: 38.7953224182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3742141724
validation[          , genome 12359] predictions:    9872/  10000 (98.72%), best:    9887/10000 (98.87%), error:       434.17389, best error:       380.10553 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 527.3530883789s, input_fired_time: 6.9127907753, output_fired_time: 6.1844034195, propagate_forward_time: 196.5657653809, propagate_backward_time: 309.9890441895, weight_update_time: 0.6414298415, other_time: 7.7011108398
epoch time: 41.3085250854s, input_fired_time: 0.8601381779, output_fired_time: 0.0000000000, propagate_forward_time: 39.1166687012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3317184448
validation[          , genome 12359] predictions:    9863/  10000 (98.63%), best:    9887/10000 (98.87%), error:       470.48587, best error:       380.10553 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 528.2214355469s, input_fired_time: 6.8669266701, output_fired_time: 6.1817293167, propagate_forward_time: 196.8508758545, propagate_backward_time: 310.6485900879, weight_update_time: 0.6289132833, other_time: 7.6733093262
epoch time: 42.5644683838s, input_fired_time: 0.8979796171, output_fired_time: 0.0000000000, propagate_forward_time: 40.3024597168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3640289307
validation[          , genome 12359] predictions:    9891/  10000 (98.91%), best:    9887/10000 (98.87%), error:       380.73993, best error:       380.10553 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 527.4297485352s, input_fired_time: 6.8432655334, output_fired_time: 6.1397399902, propagate_forward_time: 196.9190826416, propagate_backward_time: 309.9073486328, weight_update_time: 0.6298570037, other_time: 7.6203613281
epoch time: 41.4768180847s, input_fired_time: 0.8716056347, output_fired_time: 0.0000000000, propagate_forward_time: 39.2906990051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3145141602
validation[          , genome 12359] predictions:    9868/  10000 (98.68%), best:    9887/10000 (98.87%), error:       421.49417, best error:       380.10553 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 527.7966918945s, input_fired_time: 6.8779492378, output_fired_time: 6.2106590271, propagate_forward_time: 196.8733215332, propagate_backward_time: 310.2129516602, weight_update_time: 0.6245340705, other_time: 7.6218566895
epoch time: 41.5123825073s, input_fired_time: 0.8565399051, output_fired_time: 0.0000000000, propagate_forward_time: 39.3111381531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3447036743
validation[          , genome 12359] predictions:    9884/  10000 (98.84%), best:    9887/10000 (98.87%), error:       390.90271, best error:       380.10553 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 526.4761352539s, input_fired_time: 6.8962779045, output_fired_time: 6.1678614616, propagate_forward_time: 196.3738555908, propagate_backward_time: 309.3687133789, weight_update_time: 0.6383365393, other_time: 7.6694335938
epoch time: 41.2398338318s, input_fired_time: 0.8766367435, output_fired_time: 0.0000000000, propagate_forward_time: 39.0152320862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3479652405
validation[          , genome 12359] predictions:    9884/  10000 (98.84%), best:    9887/10000 (98.87%), error:       380.20743, best error:       380.10553 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 530.3181152344s, input_fired_time: 6.8670797348, output_fired_time: 6.2155475616, propagate_forward_time: 197.7195434570, propagate_backward_time: 311.8418273926, weight_update_time: 0.6388707757, other_time: 7.6741027832
epoch time: 41.9725914001s, input_fired_time: 0.8864396811, output_fired_time: 0.0000000000, propagate_forward_time: 39.7267684937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3593826294
validation[          , genome 12359] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       380.03983, best error:       380.03983 on epoch:   100, 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: 207.7980651855s, input_fired_time: 4.3942995071, output_fired_time: 0.0000000000, propagate_forward_time: 196.6098785400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.7938842773
best training[          , genome 12359] predictions:   49999/  50000 (100.00%), best:    9886/10000 (98.86%), error:       237.08235, best error:       380.03983 on epoch:   100, 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: 41.1964950562s, input_fired_time: 0.8751482964, output_fired_time: 0.0000000000, propagate_forward_time: 38.9816436768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3397026062
   testing[          , genome 12359] predictions:    9883/  10000 (98.83%), best:    9886/10000 (98.86%), error:       356.29379, best error:       380.03983 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:40:19 (6788): called boinc_finish(0)

</stderr_txt>
]]>