Nameexact_genome_1517574602_57_18264_0
Workunit2990597
Created9 Feb 2018, 5:50:50 UTC
Sent9 Feb 2018, 6:37:49 UTC
Report deadline23 Mar 2018, 6:36:27 UTC
Received10 Feb 2018, 10:21:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65660
Run time19 hours 48 min 55 sec
CPU time17 hours 8 min 4 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.52 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size179.01 MB
Peak swap size182.21 MB
Peak disk usage4.78 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
645874023s, input_fired_time: 9.9728078842, output_fired_time: 9.7637729645, propagate_forward_time: 243.7704620361, propagate_backward_time: 387.6295166016, weight_update_time: 0.5570768118, other_time: 9.6280517578
epoch time: 50.7417831421s, input_fired_time: 1.1722453833, output_fired_time: 0.0000000000, propagate_forward_time: 47.8508605957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7186775208
validation[          , genome 18264] predictions:    9849/  10000 (98.49%), best:    9883/10000 (98.83%), error:       495.99429, best error:       409.47485 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 666.5500488281s, input_fired_time: 10.0690603256, output_fired_time: 9.6380844116, propagate_forward_time: 246.5921173096, propagate_backward_time: 390.9721069336, weight_update_time: 0.5078314543, other_time: 9.2787475586
epoch time: 51.2648277283s, input_fired_time: 1.2733148336, output_fired_time: 0.0000000000, propagate_forward_time: 48.2521476746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7393646240
validation[          , genome 18264] predictions:    9871/  10000 (98.71%), best:    9883/10000 (98.83%), error:       415.54440, best error:       409.47485 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 644.9517211914s, input_fired_time: 9.8975687027, output_fired_time: 9.1992921829, propagate_forward_time: 239.0804748535, propagate_backward_time: 377.7478332520, weight_update_time: 0.5564763546, other_time: 9.0265502930
epoch time: 50.7597961426s, input_fired_time: 1.2238491774, output_fired_time: 0.0000000000, propagate_forward_time: 47.8768310547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6591148376
validation[          , genome 18264] predictions:    9848/  10000 (98.48%), best:    9883/10000 (98.83%), error:       477.03864, best error:       409.47485 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 634.3645629883s, input_fired_time: 9.7258443832, output_fired_time: 9.3317270279, propagate_forward_time: 235.0902862549, propagate_backward_time: 371.0670166016, weight_update_time: 0.5783367157, other_time: 9.1497192383
epoch time: 50.7862281799s, input_fired_time: 1.2037599087, output_fired_time: 0.0000000000, propagate_forward_time: 47.8655929565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7168769836
validation[          , genome 18264] predictions:    9839/  10000 (98.39%), best:    9883/10000 (98.83%), error:       504.03964, best error:       409.47485 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 705.1502075195s, input_fired_time: 10.2203474045, output_fired_time: 9.7957563400, propagate_forward_time: 242.1172485352, propagate_backward_time: 433.5773315430, weight_update_time: 0.4901462793, other_time: 9.4395141602
epoch time: 105.4716873169s, input_fired_time: 1.3061660528, output_fired_time: 0.0000000000, propagate_forward_time: 102.3977355957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7677841187
validation[          , genome 18264] predictions:    9809/  10000 (98.09%), best:    9883/10000 (98.83%), error:       601.17688, best error:       409.47485 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 642.8154907227s, input_fired_time: 9.8565540314, output_fired_time: 9.3571405411, propagate_forward_time: 238.0096282959, propagate_backward_time: 376.3652343750, weight_update_time: 0.5507887602, other_time: 9.2269287109
epoch time: 49.2644844055s, input_fired_time: 1.2164069414, output_fired_time: 0.0000000000, propagate_forward_time: 46.3778343201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6702423096
validation[          , genome 18264] predictions:    9750/  10000 (97.50%), best:    9883/10000 (98.83%), error:       818.20770, best error:       409.47485 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 632.3149414063s, input_fired_time: 9.5834941864, output_fired_time: 9.1745262146, propagate_forward_time: 233.6918334961, propagate_backward_time: 370.9102172852, weight_update_time: 0.5350731015, other_time: 8.9548950195
epoch time: 52.0020713806s, input_fired_time: 1.2451570034, output_fired_time: 0.0000000000, propagate_forward_time: 49.0235977173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7333183289
validation[          , genome 18264] predictions:    9850/  10000 (98.50%), best:    9883/10000 (98.83%), error:       447.62674, best error:       409.47485 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 655.4627075195s, input_fired_time: 10.0809946060, output_fired_time: 9.6372241974, propagate_forward_time: 242.4070739746, propagate_backward_time: 384.1137390137, weight_update_time: 0.5398755670, other_time: 9.2236938477
epoch time: 49.7884445190s, input_fired_time: 1.1715974808, output_fired_time: 0.0000000000, propagate_forward_time: 46.8923072815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7245407104
validation[          , genome 18264] predictions:    9858/  10000 (98.58%), best:    9883/10000 (98.83%), error:       449.87515, best error:       409.47485 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 642.0387573242s, input_fired_time: 9.7774066925, output_fired_time: 9.4201726913, propagate_forward_time: 237.9487609863, propagate_backward_time: 375.9688720703, weight_update_time: 0.4912577569, other_time: 8.9235534668
epoch time: 62.8581428528s, input_fired_time: 1.6236656904, output_fired_time: 0.0000000000, propagate_forward_time: 59.1308212280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1036567688
validation[          , genome 18264] predictions:    9862/  10000 (98.62%), best:    9883/10000 (98.83%), error:       445.55093, best error:       409.47485 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 657.1504516602s, input_fired_time: 9.9754104614, output_fired_time: 9.6563653946, propagate_forward_time: 242.5195617676, propagate_backward_time: 385.6420593262, weight_update_time: 0.5359601974, other_time: 9.3570556641
epoch time: 49.8559341431s, input_fired_time: 1.1916084290, output_fired_time: 0.0000000000, propagate_forward_time: 47.0484695435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6158561707
validation[          , genome 18264] predictions:    9867/  10000 (98.67%), best:    9883/10000 (98.83%), error:       432.08731, best error:       409.47485 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 666.7307128906s, input_fired_time: 10.1335268021, output_fired_time: 9.8529481888, propagate_forward_time: 247.0063323975, propagate_backward_time: 390.3823242188, weight_update_time: 0.5394755006, other_time: 9.3555297852
epoch time: 51.8968772888s, input_fired_time: 1.2342334986, output_fired_time: 0.0000000000, propagate_forward_time: 48.8814163208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7812271118
validation[          , genome 18264] predictions:    9853/  10000 (98.53%), best:    9883/10000 (98.83%), error:       478.24530, best error:       409.47485 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 633.2687377930s, input_fired_time: 9.7050657272, output_fired_time: 9.1460323334, propagate_forward_time: 235.3511047363, propagate_backward_time: 370.1119079590, weight_update_time: 0.5535498261, other_time: 8.9545898438
epoch time: 45.8253288269s, input_fired_time: 1.1206083298, output_fired_time: 0.0000000000, propagate_forward_time: 43.1549682617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5497512817
validation[          , genome 18264] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       400.08386, best error:       400.08386 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 668.4946899414s, input_fired_time: 10.4932470322, output_fired_time: 9.8269977570, propagate_forward_time: 247.3749237061, propagate_backward_time: 391.5250244141, weight_update_time: 0.5032941699, other_time: 9.2744750977
epoch time: 50.9296493530s, input_fired_time: 1.2666766644, output_fired_time: 0.0000000000, propagate_forward_time: 47.9222602844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7407112122
validation[          , genome 18264] predictions:    9869/  10000 (98.69%), best:    9877/10000 (98.77%), error:       427.67279, best error:       400.08386 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 649.7221069336s, input_fired_time: 10.0415706635, output_fired_time: 9.4543743134, propagate_forward_time: 240.8901824951, propagate_backward_time: 380.1017150879, weight_update_time: 0.5064311624, other_time: 9.2342834473
epoch time: 51.4962539673s, input_fired_time: 1.2302527428, output_fired_time: 0.0000000000, propagate_forward_time: 48.5044441223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7615585327
validation[          , genome 18264] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       342.26648, best error:       342.26648 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 696.4779663086s, input_fired_time: 9.8020877838, output_fired_time: 9.5331611633, propagate_forward_time: 238.8357391357, propagate_backward_time: 429.1543579102, weight_update_time: 0.5018096566, other_time: 9.1526489258
epoch time: 49.2039222717s, input_fired_time: 1.1685627699, output_fired_time: 0.0000000000, propagate_forward_time: 46.4350280762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6003303528
validation[          , genome 18264] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       383.11990, best error:       342.26648 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 718.0178222656s, input_fired_time: 10.2770233154, output_fired_time: 9.7352705002, propagate_forward_time: 246.0148010254, propagate_backward_time: 442.5712280273, weight_update_time: 0.5641690493, other_time: 9.4194641113
epoch time: 50.9042053223s, input_fired_time: 1.1940628290, output_fired_time: 0.0000000000, propagate_forward_time: 48.0554771423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6546669006
validation[          , genome 18264] predictions:    9870/  10000 (98.70%), best:    9883/10000 (98.83%), error:       417.78253, best error:       342.26648 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 662.7650756836s, input_fired_time: 9.9705762863, output_fired_time: 9.9058303833, propagate_forward_time: 245.6176300049, propagate_backward_time: 387.8204650879, weight_update_time: 0.5510360003, other_time: 9.4505920410
epoch time: 50.5788917542s, input_fired_time: 1.1937341690, output_fired_time: 0.0000000000, propagate_forward_time: 47.7189216614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6662368774
validation[          , genome 18264] predictions:    9851/  10000 (98.51%), best:    9883/10000 (98.83%), error:       444.62744, best error:       342.26648 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 637.2544555664s, input_fired_time: 9.7672100067, output_fired_time: 9.4616136551, propagate_forward_time: 236.4163360596, propagate_backward_time: 372.4750366211, weight_update_time: 0.5563996434, other_time: 9.1342773438
epoch time: 51.0824661255s, input_fired_time: 1.2370201349, output_fired_time: 0.0000000000, propagate_forward_time: 48.1514205933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6940269470
validation[          , genome 18264] predictions:    9887/  10000 (98.87%), best:    9883/10000 (98.83%), error:       386.70926, best error:       342.26648 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 657.3280639648s, input_fired_time: 10.2085733414, output_fired_time: 9.7483882904, propagate_forward_time: 242.5293273926, propagate_backward_time: 385.4760437012, weight_update_time: 0.5859506130, other_time: 9.3657226563
epoch time: 50.2636108398s, input_fired_time: 1.2960119247, output_fired_time: 0.0000000000, propagate_forward_time: 47.2566871643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7109107971
validation[          , genome 18264] predictions:    9857/  10000 (98.57%), best:    9883/10000 (98.83%), error:       478.35538, best error:       342.26648 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 654.4197387695s, input_fired_time: 10.0577421188, output_fired_time: 9.8890657425, propagate_forward_time: 241.6471710205, propagate_backward_time: 383.5694580078, weight_update_time: 0.5511590242, other_time: 9.2563476563
epoch time: 49.1950263977s, input_fired_time: 1.2025932074, output_fired_time: 0.0000000000, propagate_forward_time: 46.2964477539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6959838867
validation[          , genome 18264] predictions:    9898/  10000 (98.98%), best:    9883/10000 (98.83%), error:       356.65137, best error:       342.26648 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 638.4140014648s, input_fired_time: 9.6589832306, output_fired_time: 9.5090198517, propagate_forward_time: 236.1821594238, propagate_backward_time: 373.8833923340, weight_update_time: 0.5236400962, other_time: 9.1804199219
epoch time: 49.2485618591s, input_fired_time: 1.1899726391, output_fired_time: 0.0000000000, propagate_forward_time: 46.3943405151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6642494202
validation[          , genome 18264] predictions:    9884/  10000 (98.84%), best:    9883/10000 (98.83%), error:       386.74445, best error:       342.26648 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 647.3444824219s, input_fired_time: 10.0342264175, output_fired_time: 9.4516887665, propagate_forward_time: 239.3256225586, propagate_backward_time: 379.2350158691, weight_update_time: 0.5313875675, other_time: 9.2979431152
epoch time: 52.3983879089s, input_fired_time: 1.2791718245, output_fired_time: 0.0000000000, propagate_forward_time: 49.3459815979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7732353210
validation[          , genome 18264] predictions:    9880/  10000 (98.80%), best:    9883/10000 (98.83%), error:       394.49921, best error:       342.26648 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 643.3865966797s, input_fired_time: 9.8079452515, output_fired_time: 9.5335988998, propagate_forward_time: 238.4701538086, propagate_backward_time: 376.3854370117, weight_update_time: 0.5324517488, other_time: 9.1895141602
epoch time: 59.2195472717s, input_fired_time: 1.4402189255, output_fired_time: 0.0000000000, propagate_forward_time: 55.9307441711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8485832214
validation[          , genome 18264] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       339.44150, best error:       339.44150 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 681.4790649414s, input_fired_time: 10.4589385986, output_fired_time: 9.9415788651, propagate_forward_time: 251.6267700195, propagate_backward_time: 399.5848693848, weight_update_time: 0.5257075429, other_time: 9.8669128418
epoch time: 60.3147048950s, input_fired_time: 1.5395278931, output_fired_time: 0.0000000000, propagate_forward_time: 56.7850952148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9900817871
validation[          , genome 18264] predictions:    9862/  10000 (98.62%), best:    9901/10000 (99.01%), error:       417.35049, best error:       339.44150 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 731.1831665039s, input_fired_time: 10.2078056335, output_fired_time: 9.9015750885, propagate_forward_time: 252.0026550293, propagate_backward_time: 449.4684448242, weight_update_time: 0.5370782614, other_time: 9.6026916504
epoch time: 48.0377502441s, input_fired_time: 1.2276525497, output_fired_time: 0.0000000000, propagate_forward_time: 45.1342430115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6758537292
validation[          , genome 18264] predictions:    9877/  10000 (98.77%), best:    9901/10000 (99.01%), error:       408.69507, best error:       339.44150 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 658.0879516602s, input_fired_time: 9.9755430222, output_fired_time: 9.5651569366, propagate_forward_time: 243.4678344727, propagate_backward_time: 385.8406982422, weight_update_time: 0.5153400898, other_time: 9.2387084961
epoch time: 51.9866676331s, input_fired_time: 1.2613283396, output_fired_time: 0.0000000000, propagate_forward_time: 49.0301704407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6951675415
validation[          , genome 18264] predictions:    9871/  10000 (98.71%), best:    9901/10000 (99.01%), error:       408.54044, best error:       339.44150 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 640.5543212891s, input_fired_time: 9.8171396255, output_fired_time: 9.3371219635, propagate_forward_time: 237.0946502686, propagate_backward_time: 375.1136474609, weight_update_time: 0.5205209255, other_time: 9.1917724609
epoch time: 48.3815231323s, input_fired_time: 1.1748467684, output_fired_time: 0.0000000000, propagate_forward_time: 45.6084365845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5982398987
validation[          , genome 18264] predictions:    9887/  10000 (98.87%), best:    9901/10000 (99.01%), error:       382.01468, best error:       339.44150 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 653.1196899414s, input_fired_time: 9.8657970428, output_fired_time: 9.7376470566, propagate_forward_time: 241.6890411377, propagate_backward_time: 382.6103515625, weight_update_time: 0.5452499390, other_time: 9.2168579102
epoch time: 48.9961204529s, input_fired_time: 1.1716324091, output_fired_time: 0.0000000000, propagate_forward_time: 46.1749877930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6495018005
validation[          , genome 18264] predictions:    9886/  10000 (98.86%), best:    9901/10000 (99.01%), error:       351.88504, best error:       339.44150 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 640.1138916016s, input_fired_time: 9.8727855682, output_fired_time: 9.4172010422, propagate_forward_time: 237.7373199463, propagate_backward_time: 373.9778137207, weight_update_time: 0.5508133173, other_time: 9.1087951660
epoch time: 57.5737304688s, input_fired_time: 1.3692569733, output_fired_time: 0.0000000000, propagate_forward_time: 54.4521903992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7522850037
validation[          , genome 18264] predictions:    9869/  10000 (98.69%), best:    9901/10000 (99.01%), error:       413.22589, best error:       339.44150 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 640.1336059570s, input_fired_time: 9.7019786835, output_fired_time: 9.3835325241, propagate_forward_time: 237.6005096436, propagate_backward_time: 374.3107604980, weight_update_time: 0.5400509834, other_time: 9.1368103027
epoch time: 49.0324897766s, input_fired_time: 1.2297719717, output_fired_time: 0.0000000000, propagate_forward_time: 46.1511535645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6515655518
validation[          , genome 18264] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       381.23154, best error:       339.44150 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 653.9782104492s, input_fired_time: 10.0101490021, output_fired_time: 9.6978483200, propagate_forward_time: 241.8596954346, propagate_backward_time: 383.2521667480, weight_update_time: 0.5071993470, other_time: 9.1583557129
epoch time: 47.6482734680s, input_fired_time: 1.1628315449, output_fired_time: 0.0000000000, propagate_forward_time: 44.9230079651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5624351501
validation[          , genome 18264] predictions:    9849/  10000 (98.49%), best:    9901/10000 (99.01%), error:       464.25085, best error:       339.44150 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 638.8837890625s, input_fired_time: 9.5675449371, output_fired_time: 9.5658998489, propagate_forward_time: 236.4832000732, propagate_backward_time: 374.1190490723, weight_update_time: 0.5422187448, other_time: 9.1480407715
epoch time: 57.7029724121s, input_fired_time: 1.4105405807, output_fired_time: 0.0000000000, propagate_forward_time: 54.2962379456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9961929321
validation[          , genome 18264] predictions:    9881/  10000 (98.81%), best:    9901/10000 (99.01%), error:       381.52493, best error:       339.44150 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 642.3042602539s, input_fired_time: 9.8305416107, output_fired_time: 9.5721645355, propagate_forward_time: 238.1184539795, propagate_backward_time: 375.7776794434, weight_update_time: 0.5307571888, other_time: 9.0054016113
epoch time: 49.8729629517s, input_fired_time: 1.2270532846, output_fired_time: 0.0000000000, propagate_forward_time: 46.9788513184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6670570374
validation[          , genome 18264] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       341.08432, best error:       339.44150 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 655.1370849609s, input_fired_time: 9.9070072174, output_fired_time: 9.4411945343, propagate_forward_time: 242.2701110840, propagate_backward_time: 384.3421020508, weight_update_time: 0.5299841166, other_time: 9.1766662598
epoch time: 48.2477302551s, input_fired_time: 1.1724923849, output_fired_time: 0.0000000000, propagate_forward_time: 45.4824981689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5927391052
validation[          , genome 18264] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       341.46735, best error:       339.44150 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 633.8828125000s, input_fired_time: 9.7433433533, output_fired_time: 9.2324295044, propagate_forward_time: 234.0578918457, propagate_backward_time: 371.8947143555, weight_update_time: 0.5397339463, other_time: 8.9544372559
epoch time: 54.0845680237s, input_fired_time: 1.3096213341, output_fired_time: 0.0000000000, propagate_forward_time: 50.9351577759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8397903442
validation[          , genome 18264] predictions:    9886/  10000 (98.86%), best:    9901/10000 (99.01%), error:       388.87433, best error:       339.44150 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 737.5607910156s, input_fired_time: 9.8865346909, output_fired_time: 9.6138191223, propagate_forward_time: 288.4123229980, propagate_backward_time: 420.4282836914, weight_update_time: 0.5070180893, other_time: 9.2198181152
epoch time: 53.7161865234s, input_fired_time: 1.2677291632, output_fired_time: 0.0000000000, propagate_forward_time: 50.5909271240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8575286865
validation[          , genome 18264] predictions:    9878/  10000 (98.78%), best:    9901/10000 (99.01%), error:       411.93875, best error:       339.44150 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 648.0114135742s, input_fired_time: 10.0572824478, output_fired_time: 9.4040622711, propagate_forward_time: 239.3250732422, propagate_backward_time: 379.9458312988, weight_update_time: 0.5252411366, other_time: 9.2791442871
epoch time: 48.3934364319s, input_fired_time: 1.1854153872, output_fired_time: 0.0000000000, propagate_forward_time: 45.6305160522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5775032043
validation[          , genome 18264] predictions:    9850/  10000 (98.50%), best:    9901/10000 (99.01%), error:       475.93088, best error:       339.44150 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 639.9154052734s, input_fired_time: 9.8296880722, output_fired_time: 9.3433141708, propagate_forward_time: 236.9997711182, propagate_backward_time: 374.6455993652, weight_update_time: 0.5033429861, other_time: 9.0970153809
epoch time: 51.9379310608s, input_fired_time: 1.2731813192, output_fired_time: 0.0000000000, propagate_forward_time: 49.0137786865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6509704590
validation[          , genome 18264] predictions:    9880/  10000 (98.80%), best:    9901/10000 (99.01%), error:       382.59216, best error:       339.44150 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 654.9259643555s, input_fired_time: 10.0818939209, output_fired_time: 9.6491556168, propagate_forward_time: 242.5838012695, propagate_backward_time: 383.1641845703, weight_update_time: 0.5247589350, other_time: 9.4468994141
epoch time: 48.5431060791s, input_fired_time: 1.1960903406, output_fired_time: 0.0000000000, propagate_forward_time: 45.7586784363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5883369446
validation[          , genome 18264] predictions:    9843/  10000 (98.43%), best:    9901/10000 (99.01%), error:       483.18430, best error:       339.44150 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 824.5820922852s, input_fired_time: 11.0405969620, output_fired_time: 11.2136621475, propagate_forward_time: 288.4991760254, propagate_backward_time: 503.7107849121, weight_update_time: 0.6229930520, other_time: 10.1178283691
epoch time: 52.2895774841s, input_fired_time: 1.2698304653, output_fired_time: 0.0000000000, propagate_forward_time: 49.2631568909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7565917969
validation[          , genome 18264] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       339.21112, best error:       339.21112 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 666.5927734375s, input_fired_time: 10.0343465805, output_fired_time: 10.0119085312, propagate_forward_time: 245.7577056885, propagate_backward_time: 391.1127929688, weight_update_time: 0.5399811268, other_time: 9.6760253906
epoch time: 52.1702766418s, input_fired_time: 1.2973700762, output_fired_time: 0.0000000000, propagate_forward_time: 49.0396194458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8332862854
validation[          , genome 18264] predictions:    9887/  10000 (98.87%), best:    9888/10000 (98.88%), error:       372.82687, best error:       339.21112 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 640.4535522461s, input_fired_time: 9.9870986938, output_fired_time: 9.5211505890, propagate_forward_time: 236.8565673828, propagate_backward_time: 374.9128417969, weight_update_time: 0.5178295970, other_time: 9.1758422852
epoch time: 49.7833061218s, input_fired_time: 1.2278987169, output_fired_time: 0.0000000000, propagate_forward_time: 46.9389953613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6164131165
validation[          , genome 18264] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       335.37643, best error:       335.37643 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 677.2244262695s, input_fired_time: 10.4820775986, output_fired_time: 9.7149639130, propagate_forward_time: 249.7054595947, propagate_backward_time: 397.6834106445, weight_update_time: 0.5435674787, other_time: 9.6385498047
epoch time: 54.3164672852s, input_fired_time: 1.2985433340, output_fired_time: 0.0000000000, propagate_forward_time: 51.1438102722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8741149902
validation[          , genome 18264] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       308.81601, best error:       308.81601 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 686.7357788086s, input_fired_time: 10.6432399750, output_fired_time: 10.0442419052, propagate_forward_time: 253.4975891113, propagate_backward_time: 402.6301269531, weight_update_time: 0.5557644367, other_time: 9.9205627441
epoch time: 51.8947868347s, input_fired_time: 1.3154557943, output_fired_time: 0.0000000000, propagate_forward_time: 48.7944831848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7848472595
validation[          , genome 18264] predictions:    9855/  10000 (98.55%), best:    9906/10000 (99.06%), error:       419.39322, best error:       308.81601 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 700.6146850586s, input_fired_time: 10.1856088638, output_fired_time: 9.6883201599, propagate_forward_time: 240.0733337402, propagate_backward_time: 431.3287048340, weight_update_time: 0.5175282359, other_time: 9.3387451172
epoch time: 49.2256965637s, input_fired_time: 1.1594464779, output_fired_time: 0.0000000000, propagate_forward_time: 46.3800239563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6862258911
validation[          , genome 18264] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       344.84418, best error:       308.81601 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 704.5490112305s, input_fired_time: 10.0342512131, output_fired_time: 9.3748235703, propagate_forward_time: 238.6056976318, propagate_backward_time: 437.4224548340, weight_update_time: 0.5201190710, other_time: 9.1117858887
epoch time: 48.4586334229s, input_fired_time: 1.2321405411, output_fired_time: 0.0000000000, propagate_forward_time: 45.6180343628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6084594727
validation[          , genome 18264] predictions:    9864/  10000 (98.64%), best:    9906/10000 (99.06%), error:       423.13983, best error:       308.81601 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 608.1947631836s, input_fired_time: 9.3552360535, output_fired_time: 9.0597982407, propagate_forward_time: 224.9387664795, propagate_backward_time: 356.2693176270, weight_update_time: 0.4743574560, other_time: 8.5716247559
epoch time: 48.1701507568s, input_fired_time: 1.2099267244, output_fired_time: 0.0000000000, propagate_forward_time: 45.3477401733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6124839783
validation[          , genome 18264] predictions:    9891/  10000 (98.91%), best:    9906/10000 (99.06%), error:       339.20227, best error:       308.81601 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 620.0364990234s, input_fired_time: 9.4996623993, output_fired_time: 9.1900205612, propagate_forward_time: 229.7351531982, propagate_backward_time: 362.9263610840, weight_update_time: 0.5004217029, other_time: 8.6853332520
epoch time: 49.2902183533s, input_fired_time: 1.1967266798, output_fired_time: 0.0000000000, propagate_forward_time: 46.4595870972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6339035034
validation[          , genome 18264] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       338.77118, best error:       308.81601 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 631.5958251953s, input_fired_time: 9.6827754974, output_fired_time: 9.3056850433, propagate_forward_time: 233.4198455811, propagate_backward_time: 370.0670471191, weight_update_time: 0.5119014978, other_time: 9.1204528809
epoch time: 49.9146690369s, input_fired_time: 1.2383075953, output_fired_time: 0.0000000000, propagate_forward_time: 46.9733695984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7029914856
validation[          , genome 18264] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       320.73071, best error:       308.81601 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 642.3864135742s, input_fired_time: 9.9419641495, output_fired_time: 9.4093456268, propagate_forward_time: 237.3638763428, propagate_backward_time: 376.4748535156, weight_update_time: 0.4924433231, other_time: 9.1963500977
epoch time: 49.6014671326s, input_fired_time: 1.2257391214, output_fired_time: 0.0000000000, propagate_forward_time: 46.6790161133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6967124939
validation[          , genome 18264] predictions:    9891/  10000 (98.91%), best:    9906/10000 (99.06%), error:       338.39578, best error:       308.81601 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 640.4146728516s, input_fired_time: 9.5094223022, output_fired_time: 9.2931985855, propagate_forward_time: 233.4300994873, propagate_backward_time: 379.2512817383, weight_update_time: 0.4916291833, other_time: 8.9306640625
epoch time: 56.9426345825s, input_fired_time: 1.4015101194, output_fired_time: 0.0000000000, propagate_forward_time: 53.8361587524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7049674988
validation[          , genome 18264] predictions:    9892/  10000 (98.92%), best:    9906/10000 (99.06%), error:       343.35342, best error:       308.81601 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 658.2145996094s, input_fired_time: 10.0146255493, output_fired_time: 9.8047094345, propagate_forward_time: 243.4828186035, propagate_backward_time: 385.5882873535, weight_update_time: 0.5740165114, other_time: 9.3241577148
epoch time: 49.0865707397s, input_fired_time: 1.1906009912, output_fired_time: 0.0000000000, propagate_forward_time: 46.2737808228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6221885681
validation[          , genome 18264] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       318.73282, best error:       308.81601 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 641.6561889648s, input_fired_time: 9.6774148941, output_fired_time: 9.4213972092, propagate_forward_time: 237.4564056396, propagate_backward_time: 376.0407104492, weight_update_time: 0.5847740173, other_time: 9.0602416992
epoch time: 48.4399147034s, input_fired_time: 1.2383862734, output_fired_time: 0.0000000000, propagate_forward_time: 45.5994224548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6021041870
validation[          , genome 18264] predictions:    9891/  10000 (98.91%), best:    9906/10000 (99.06%), error:       358.66345, best error:       308.81601 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 625.0989379883s, input_fired_time: 9.6037607193, output_fired_time: 9.2091636658, propagate_forward_time: 231.3859558105, propagate_backward_time: 366.0311279297, weight_update_time: 0.4978137612, other_time: 8.8689270020
epoch time: 49.5540771484s, input_fired_time: 1.1867926121, output_fired_time: 0.0000000000, propagate_forward_time: 46.6927375793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6745452881
validation[          , genome 18264] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       338.89948, best error:       308.81601 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 642.5635986328s, input_fired_time: 10.0481348038, output_fired_time: 9.4096794128, propagate_forward_time: 238.1134948730, propagate_backward_time: 376.0830993652, weight_update_time: 0.5296649337, other_time: 8.9091796875
epoch time: 48.2979812622s, input_fired_time: 1.2109245062, output_fired_time: 0.0000000000, propagate_forward_time: 45.4594650269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6275901794
validation[          , genome 18264] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       306.88232, best error:       306.88232 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 736.6215209961s, input_fired_time: 9.8372163773, output_fired_time: 9.4825315475, propagate_forward_time: 238.7365875244, propagate_backward_time: 469.5508117676, weight_update_time: 0.5621622205, other_time: 9.0143737793
epoch time: 49.4279136658s, input_fired_time: 1.2181698084, output_fired_time: 0.0000000000, propagate_forward_time: 46.5377883911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6719551086
validation[          , genome 18264] predictions:    9883/  10000 (98.83%), best:    9917/10000 (99.17%), error:       381.03241, best error:       306.88232 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 637.1376342773s, input_fired_time: 9.7833318710, output_fired_time: 9.4355573654, propagate_forward_time: 235.6700439453, propagate_backward_time: 373.2306518555, weight_update_time: 0.5560821891, other_time: 9.0180664063
epoch time: 50.0230407715s, input_fired_time: 1.2154438496, output_fired_time: 0.0000000000, propagate_forward_time: 47.1762771606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6313209534
validation[          , genome 18264] predictions:    9907/  10000 (99.07%), best:    9917/10000 (99.17%), error:       308.99390, best error:       306.88232 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 682.9548339844s, input_fired_time: 10.7288608551, output_fired_time: 9.9144439697, propagate_forward_time: 252.9560241699, propagate_backward_time: 399.6914062500, weight_update_time: 0.5314904451, other_time: 9.6640930176
epoch time: 52.4759025574s, input_fired_time: 1.3174777031, output_fired_time: 0.0000000000, propagate_forward_time: 49.3596534729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7987709045
validation[          , genome 18264] predictions:    9902/  10000 (99.02%), best:    9917/10000 (99.17%), error:       315.04211, best error:       306.88232 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 763.4453125000s, input_fired_time: 10.6134805679, output_fired_time: 10.4162893295, propagate_forward_time: 264.3593750000, propagate_backward_time: 468.4958190918, weight_update_time: 0.5614551306, other_time: 9.5603942871
epoch time: 53.0625953674s, input_fired_time: 1.3573679924, output_fired_time: 0.0000000000, propagate_forward_time: 49.8666343689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8385925293
validation[          , genome 18264] predictions:    9893/  10000 (98.93%), best:    9917/10000 (99.17%), error:       381.86136, best error:       306.88232 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 643.5562744141s, input_fired_time: 9.9385643005, output_fired_time: 9.5704364777, propagate_forward_time: 237.4944000244, propagate_backward_time: 377.4234008789, weight_update_time: 0.5348625183, other_time: 9.1295166016
epoch time: 50.0677375793s, input_fired_time: 1.2445503473, output_fired_time: 0.0000000000, propagate_forward_time: 47.0868034363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7363853455
validation[          , genome 18264] predictions:    9906/  10000 (99.06%), best:    9917/10000 (99.17%), error:       314.21146, best error:       306.88232 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 643.4902954102s, input_fired_time: 9.9153213501, output_fired_time: 9.5106639862, propagate_forward_time: 237.6160278320, propagate_backward_time: 377.3322143555, weight_update_time: 0.4973901808, other_time: 9.1160278320
epoch time: 49.0136756897s, input_fired_time: 1.2356474400, output_fired_time: 0.0000000000, propagate_forward_time: 46.1503562927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6276702881
validation[          , genome 18264] predictions:    9856/  10000 (98.56%), best:    9917/10000 (99.17%), error:       410.81161, best error:       306.88232 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 648.0808105469s, input_fired_time: 10.0919475555, output_fired_time: 9.6535463333, propagate_forward_time: 239.0039367676, propagate_backward_time: 380.1009216309, weight_update_time: 0.5439315438, other_time: 9.2304687500
epoch time: 51.3582496643s, input_fired_time: 1.2658783197, output_fired_time: 0.0000000000, propagate_forward_time: 48.3138618469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7785110474
validation[          , genome 18264] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       281.17398, best error:       281.17398 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 633.5890502930s, input_fired_time: 9.7469244003, output_fired_time: 9.2666358948, propagate_forward_time: 234.0833740234, propagate_backward_time: 371.4532165527, weight_update_time: 0.4967380464, other_time: 9.0388488770
epoch time: 49.3116531372s, input_fired_time: 1.2435879707, output_fired_time: 0.0000000000, propagate_forward_time: 46.4554748535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6125907898
validation[          , genome 18264] predictions:    9914/  10000 (99.14%), best:    9916/10000 (99.16%), error:       296.39105, best error:       281.17398 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 657.7052001953s, input_fired_time: 10.4828891754, output_fired_time: 9.5459547043, propagate_forward_time: 243.4396820068, propagate_backward_time: 384.8474121094, weight_update_time: 0.5668920875, other_time: 9.3892211914
epoch time: 49.2927284241s, input_fired_time: 1.2634378672, output_fired_time: 0.0000000000, propagate_forward_time: 46.3814659119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6478233337
validation[          , genome 18264] predictions:    9876/  10000 (98.76%), best:    9916/10000 (99.16%), error:       358.19891, best error:       281.17398 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 634.7706909180s, input_fired_time: 9.6614503860, output_fired_time: 9.4211568832, propagate_forward_time: 234.6328430176, propagate_backward_time: 371.9328308105, weight_update_time: 0.5110149980, other_time: 9.1224365234
epoch time: 48.1262550354s, input_fired_time: 1.1717052460, output_fired_time: 0.0000000000, propagate_forward_time: 45.3425559998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6119956970
validation[          , genome 18264] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       290.07770, best error:       281.17398 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 754.4174194336s, input_fired_time: 10.1153459549, output_fired_time: 9.4796419144, propagate_forward_time: 241.3081665039, propagate_backward_time: 484.2483520508, weight_update_time: 0.5114618540, other_time: 9.2659301758
epoch time: 50.3511924744s, input_fired_time: 1.2547168732, output_fired_time: 0.0000000000, propagate_forward_time: 47.4284858704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6679878235
validation[          , genome 18264] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       281.96686, best error:       281.17398 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 633.9772338867s, input_fired_time: 9.7878007889, output_fired_time: 9.2059421539, propagate_forward_time: 234.5110626221, propagate_backward_time: 371.4882507324, weight_update_time: 0.5853480697, other_time: 8.9842224121
epoch time: 50.4752731323s, input_fired_time: 1.2944701910, output_fired_time: 0.0000000000, propagate_forward_time: 47.5743865967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6064147949
validation[          , genome 18264] predictions:    9906/  10000 (99.06%), best:    9916/10000 (99.16%), error:       305.19672, best error:       281.17398 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 626.2345581055s, input_fired_time: 9.5292882919, output_fired_time: 9.1844129562, propagate_forward_time: 231.9693298340, propagate_backward_time: 366.6343994141, weight_update_time: 0.5069347620, other_time: 8.9171447754
epoch time: 51.4887428284s, input_fired_time: 1.2505952120, output_fired_time: 0.0000000000, propagate_forward_time: 48.5232772827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7148704529
validation[          , genome 18264] predictions:    9918/  10000 (99.18%), best:    9916/10000 (99.16%), error:       288.95111, best error:       281.17398 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 643.8195190430s, input_fired_time: 9.8933820724, output_fired_time: 9.3271474838, propagate_forward_time: 238.1461334229, propagate_backward_time: 377.2868041992, weight_update_time: 0.4919480681, other_time: 9.1660766602
epoch time: 50.4858856201s, input_fired_time: 1.2456117868, output_fired_time: 0.0000000000, propagate_forward_time: 47.5198402405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7204322815
validation[          , genome 18264] predictions:    9898/  10000 (98.98%), best:    9916/10000 (99.16%), error:       325.99689, best error:       281.17398 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 647.6589355469s, input_fired_time: 10.0907850266, output_fired_time: 9.6923980713, propagate_forward_time: 240.0849456787, propagate_backward_time: 378.6449584961, weight_update_time: 0.5407123566, other_time: 9.1458740234
epoch time: 48.2930335999s, input_fired_time: 1.2430202961, output_fired_time: 0.0000000000, propagate_forward_time: 45.4481163025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6018981934
validation[          , genome 18264] predictions:    9920/  10000 (99.20%), best:    9916/10000 (99.16%), error:       292.51553, best error:       281.17398 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 639.6389770508s, input_fired_time: 9.9855642319, output_fired_time: 9.4399108887, propagate_forward_time: 236.1639556885, propagate_backward_time: 374.9766235352, weight_update_time: 0.5310075283, other_time: 9.0729370117
epoch time: 48.8531150818s, input_fired_time: 1.2186740637, output_fired_time: 0.0000000000, propagate_forward_time: 45.9585609436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6758804321
validation[          , genome 18264] predictions:    9903/  10000 (99.03%), best:    9916/10000 (99.16%), error:       334.87814, best error:       281.17398 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 657.8706054688s, input_fired_time: 10.0739746094, output_fired_time: 9.5695095062, propagate_forward_time: 243.5164489746, propagate_backward_time: 385.3707580566, weight_update_time: 0.5057884455, other_time: 9.3399047852
epoch time: 53.2693634033s, input_fired_time: 1.3442792892, output_fired_time: 0.0000000000, propagate_forward_time: 50.1598052979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7652778625
validation[          , genome 18264] predictions:    9913/  10000 (99.13%), best:    9916/10000 (99.16%), error:       294.80814, best error:       281.17398 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 703.0814819336s, input_fired_time: 10.9857511520, output_fired_time: 10.2495450974, propagate_forward_time: 259.7689819336, propagate_backward_time: 412.0001220703, weight_update_time: 0.5924184322, other_time: 10.0770263672
epoch time: 54.1838073730s, input_fired_time: 1.3782889843, output_fired_time: 0.0000000000, propagate_forward_time: 51.0644416809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7410774231
validation[          , genome 18264] predictions:    9903/  10000 (99.03%), best:    9916/10000 (99.16%), error:       309.91788, best error:       281.17398 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 730.1395874023s, input_fired_time: 10.8185558319, output_fired_time: 10.5130453110, propagate_forward_time: 271.8564147949, propagate_backward_time: 427.0144348145, weight_update_time: 0.5747843385, other_time: 9.9371337891
epoch time: 53.3443260193s, input_fired_time: 1.3547154665, output_fired_time: 0.0000000000, propagate_forward_time: 50.1373939514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8522148132
validation[          , genome 18264] predictions:    9906/  10000 (99.06%), best:    9916/10000 (99.16%), error:       306.18533, best error:       281.17398 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 684.2982177734s, input_fired_time: 10.2141180038, output_fired_time: 9.6673393250, propagate_forward_time: 255.9140777588, propagate_backward_time: 399.0872497559, weight_update_time: 0.5350187421, other_time: 9.4154357910
epoch time: 50.7284431458s, input_fired_time: 1.2688610554, output_fired_time: 0.0000000000, propagate_forward_time: 47.7836494446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6759338379
validation[          , genome 18264] predictions:    9917/  10000 (99.17%), best:    9916/10000 (99.16%), error:       288.87527, best error:       281.17398 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 750.4713745117s, input_fired_time: 10.6726484299, output_fired_time: 10.0629177094, propagate_forward_time: 265.4154968262, propagate_backward_time: 454.7200622559, weight_update_time: 0.5508536100, other_time: 9.6002197266
epoch time: 53.3786773682s, input_fired_time: 1.3285783529, output_fired_time: 0.0000000000, propagate_forward_time: 50.3488960266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7012023926
validation[          , genome 18264] predictions:    9917/  10000 (99.17%), best:    9916/10000 (99.16%), error:       297.06091, best error:       281.17398 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 652.6570434570s, input_fired_time: 10.2303781509, output_fired_time: 9.5859355927, propagate_forward_time: 241.6792755127, propagate_backward_time: 382.0383605957, weight_update_time: 0.5115939975, other_time: 9.1230773926
epoch time: 48.6405334473s, input_fired_time: 1.2015502453, output_fired_time: 0.0000000000, propagate_forward_time: 45.8212623596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6177215576
validation[          , genome 18264] predictions:    9914/  10000 (99.14%), best:    9916/10000 (99.16%), error:       288.37512, best error:       281.17398 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 638.6470947266s, input_fired_time: 10.0046968460, output_fired_time: 9.3641777039, propagate_forward_time: 236.3996276855, propagate_backward_time: 373.7234802246, weight_update_time: 0.5281617045, other_time: 9.1550903320
epoch time: 49.9808959961s, input_fired_time: 1.2621452808, output_fired_time: 0.0000000000, propagate_forward_time: 47.1029090881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6158409119
validation[          , genome 18264] predictions:    9911/  10000 (99.11%), best:    9916/10000 (99.16%), error:       283.40918, best error:       281.17398 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 633.1646728516s, input_fired_time: 9.6515960693, output_fired_time: 9.2669506073, propagate_forward_time: 234.0622711182, propagate_backward_time: 371.2345275879, weight_update_time: 0.5260199308, other_time: 8.9493103027
epoch time: 48.7589225769s, input_fired_time: 1.1926076412, output_fired_time: 0.0000000000, propagate_forward_time: 45.9814147949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5848999023
validation[          , genome 18264] predictions:    9909/  10000 (99.09%), best:    9916/10000 (99.16%), error:       310.87497, best error:       281.17398 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 634.2875976563s, input_fired_time: 9.8923740387, output_fired_time: 9.2193374634, propagate_forward_time: 234.9159088135, propagate_backward_time: 371.2912597656, weight_update_time: 0.4963926971, other_time: 8.9686889648
epoch time: 47.7471237183s, input_fired_time: 1.1630599499, output_fired_time: 0.0000000000, propagate_forward_time: 45.0159683228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5680961609
validation[          , genome 18264] predictions:    9915/  10000 (99.15%), best:    9916/10000 (99.16%), error:       287.17441, best error:       281.17398 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 627.5082397461s, input_fired_time: 9.7110662460, output_fired_time: 9.1429004669, propagate_forward_time: 232.6117248535, propagate_backward_time: 367.0872497559, weight_update_time: 0.5063297749, other_time: 8.9553222656
epoch time: 48.7479057312s, input_fired_time: 1.2242225409, output_fired_time: 0.0000000000, propagate_forward_time: 45.8293609619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6943206787
validation[          , genome 18264] predictions:    9921/  10000 (99.21%), best:    9916/10000 (99.16%), error:       291.18365, best error:       281.17398 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 637.1930541992s, input_fired_time: 9.8349342346, output_fired_time: 9.3328819275, propagate_forward_time: 235.2744445801, propagate_backward_time: 373.5606689453, weight_update_time: 0.5205994248, other_time: 9.1900939941
epoch time: 47.1112899780s, input_fired_time: 1.1555110216, output_fired_time: 0.0000000000, propagate_forward_time: 44.4189682007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5368118286
validation[          , genome 18264] predictions:    9905/  10000 (99.05%), best:    9916/10000 (99.16%), error:       299.31030, best error:       281.17398 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 625.0945434570s, input_fired_time: 9.6957597733, output_fired_time: 9.3128538132, propagate_forward_time: 230.6839447021, propagate_backward_time: 366.5709533691, weight_update_time: 0.5132277012, other_time: 8.8310241699
epoch time: 50.4729270935s, input_fired_time: 1.2864419222, output_fired_time: 0.0000000000, propagate_forward_time: 47.5642395020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6222457886
validation[          , genome 18264] predictions:    9874/  10000 (98.74%), best:    9916/10000 (99.16%), error:       448.80246, best error:       281.17398 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 649.1163330078s, input_fired_time: 9.9206275940, output_fired_time: 9.6566228867, propagate_forward_time: 239.9976959229, propagate_backward_time: 380.3364562988, weight_update_time: 0.4952481985, other_time: 9.2049255371
epoch time: 51.4975891113s, input_fired_time: 1.3073955774, output_fired_time: 0.0000000000, propagate_forward_time: 48.5030212402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6871719360
validation[          , genome 18264] predictions:    9915/  10000 (99.15%), best:    9916/10000 (99.16%), error:       284.76199, best error:       281.17398 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 643.4530029297s, input_fired_time: 9.9080877304, output_fired_time: 9.3912038803, propagate_forward_time: 238.4107055664, propagate_backward_time: 376.6890258789, weight_update_time: 0.5456024408, other_time: 9.0540161133
epoch time: 48.0847778320s, input_fired_time: 1.2209401131, output_fired_time: 0.0000000000, propagate_forward_time: 45.2672805786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5965576172
validation[          , genome 18264] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       279.22250, best error:       279.22250 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 737.8631591797s, input_fired_time: 9.7563934326, output_fired_time: 60.2202072144, propagate_forward_time: 285.5643005371, propagate_backward_time: 373.2663269043, weight_update_time: 0.5333240628, other_time: 9.0559082031
epoch time: 64.3524856567s, input_fired_time: 1.3153394461, output_fired_time: 0.0000000000, propagate_forward_time: 61.1359405518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9012069702
validation[          , genome 18264] predictions:    9916/  10000 (99.16%), best:    9921/10000 (99.21%), error:       299.98840, best error:       279.22250 on epoch:    99, 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: 247.1269378662s, input_fired_time: 6.1832756996, output_fired_time: 0.0000000000, propagate_forward_time: 232.7204132080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2232513428
best training[          , genome 18264] predictions:   50000/  50000 (100.00%), best:    9921/10000 (99.21%), error:       125.06961, best error:       279.22250 on epoch:    99, 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: 49.7225685120s, input_fired_time: 1.2455554008, output_fired_time: 0.0000000000, propagate_forward_time: 46.8213272095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6556854248
   testing[          , genome 18264] predictions:    9906/  10000 (99.06%), best:    9921/10000 (99.21%), error:       263.87036, best error:       279.22250 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:03:04 (33080): called boinc_finish(0)

</stderr_txt>
]]>