Nameexact_genome_1508499903_24_13954_3
Workunit2260163
Created30 Nov 2017, 18:28:04 UTC
Sent30 Nov 2017, 19:05:49 UTC
Report deadline8 Jan 2018, 0:25:24 UTC
Received3 Dec 2017, 14:13:55 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time18 hours 53 min 44 sec
CPU time18 hours 52 min 39 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size164.73 MB
Peak swap size166.20 MB
Peak disk usage2.81 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0, weight_update_time: 0.0000000000, other_time: 1.8251495361
validation[          , genome 13954] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       525.44409, best error:       525.44409 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 621.2378540039s, input_fired_time: 7.3793678284, output_fired_time: 5.5175476074, propagate_forward_time: 236.5543518066, propagate_backward_time: 361.7218322754, weight_update_time: 0.7321534753, other_time: 10.0647583008
epoch time: 50.4692001343s, input_fired_time: 0.9163622856, output_fired_time: 0.0000000000, propagate_forward_time: 47.7210197449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8318176270
validation[          , genome 13954] predictions:    9824/  10000 (98.24%), best:    9831/10000 (98.31%), error:       529.44543, best error:       525.44409 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 619.0998535156s, input_fired_time: 7.3831348419, output_fired_time: 5.5465559959, propagate_forward_time: 236.2957916260, propagate_backward_time: 360.0445556641, weight_update_time: 0.7065765262, other_time: 9.8298339844
epoch time: 50.3928985596s, input_fired_time: 0.8943302631, output_fired_time: 0.0000000000, propagate_forward_time: 47.7435264587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7550430298
validation[          , genome 13954] predictions:    9818/  10000 (98.18%), best:    9831/10000 (98.31%), error:       578.43408, best error:       525.44409 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 620.3200073242s, input_fired_time: 7.4123420715, output_fired_time: 5.5479469299, propagate_forward_time: 236.3950805664, propagate_backward_time: 360.9208068848, weight_update_time: 0.7338826060, other_time: 10.0437927246
epoch time: 50.0019645691s, input_fired_time: 0.8793904185, output_fired_time: 0.0000000000, propagate_forward_time: 47.3773956299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7451782227
validation[          , genome 13954] predictions:    9807/  10000 (98.07%), best:    9831/10000 (98.31%), error:       636.85938, best error:       525.44409 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 623.4951782227s, input_fired_time: 7.4069709778, output_fired_time: 5.6154661179, propagate_forward_time: 237.9196014404, propagate_backward_time: 362.5345764160, weight_update_time: 0.7341746688, other_time: 10.0185241699
epoch time: 50.6996612549s, input_fired_time: 0.9109455943, output_fired_time: 0.0000000000, propagate_forward_time: 47.9426193237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8460960388
validation[          , genome 13954] predictions:    9830/  10000 (98.30%), best:    9831/10000 (98.31%), error:       548.96057, best error:       525.44409 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 613.5845947266s, input_fired_time: 7.3626170158, output_fired_time: 5.5453414917, propagate_forward_time: 233.9647369385, propagate_backward_time: 356.5933837891, weight_update_time: 0.7358583808, other_time: 10.1185302734
epoch time: 50.6913719177s, input_fired_time: 0.9001489282, output_fired_time: 0.0000000000, propagate_forward_time: 48.0870475769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7041740417
validation[          , genome 13954] predictions:    9817/  10000 (98.17%), best:    9831/10000 (98.31%), error:       551.80359, best error:       525.44409 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 622.7373046875s, input_fired_time: 7.4003787041, output_fired_time: 5.5816597939, propagate_forward_time: 237.7484588623, propagate_backward_time: 362.0574951172, weight_update_time: 0.7244645953, other_time: 9.9492797852
epoch time: 49.2350349426s, input_fired_time: 0.8718878627, output_fired_time: 0.0000000000, propagate_forward_time: 46.5963668823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7667808533
validation[          , genome 13954] predictions:    9823/  10000 (98.23%), best:    9831/10000 (98.31%), error:       541.27319, best error:       525.44409 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 618.3988037109s, input_fired_time: 7.4148383141, output_fired_time: 5.5680446625, propagate_forward_time: 236.0622558594, propagate_backward_time: 359.4691772461, weight_update_time: 0.7178936005, other_time: 9.8844604492
epoch time: 50.5870475769s, input_fired_time: 0.9305602312, output_fired_time: 0.0000000000, propagate_forward_time: 47.8910064697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7654800415
validation[          , genome 13954] predictions:    9822/  10000 (98.22%), best:    9831/10000 (98.31%), error:       562.40851, best error:       525.44409 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 620.2556152344s, input_fired_time: 7.4596004486, output_fired_time: 5.6038508415, propagate_forward_time: 236.4074859619, propagate_backward_time: 360.7843322754, weight_update_time: 0.7384021282, other_time: 10.0003967285
epoch time: 50.2407875061s, input_fired_time: 0.9152671695, output_fired_time: 0.0000000000, propagate_forward_time: 47.5827255249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7427940369
validation[          , genome 13954] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       509.42255, best error:       509.42255 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 616.0073242188s, input_fired_time: 7.3991374969, output_fired_time: 5.5417599678, propagate_forward_time: 235.0009613037, propagate_backward_time: 358.0479431152, weight_update_time: 0.7339019179, other_time: 10.0175476074
epoch time: 50.7302627563s, input_fired_time: 0.9425315261, output_fired_time: 0.0000000000, propagate_forward_time: 47.8857612610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9019699097
validation[          , genome 13954] predictions:    9819/  10000 (98.19%), best:    9840/10000 (98.40%), error:       556.94366, best error:       509.42255 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 615.8092651367s, input_fired_time: 7.3581061363, output_fired_time: 5.5192666054, propagate_forward_time: 234.7366180420, propagate_backward_time: 358.4337463379, weight_update_time: 0.7088832259, other_time: 9.7615051270
epoch time: 50.4227294922s, input_fired_time: 0.9001350999, output_fired_time: 0.0000000000, propagate_forward_time: 47.7746467590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7479476929
validation[          , genome 13954] predictions:    9808/  10000 (98.08%), best:    9840/10000 (98.40%), error:       573.40271, best error:       509.42255 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 620.1788940430s, input_fired_time: 7.4106702805, output_fired_time: 5.5420765877, propagate_forward_time: 236.3688659668, propagate_backward_time: 360.9317932129, weight_update_time: 0.7280115485, other_time: 9.9255371094
epoch time: 50.4803276062s, input_fired_time: 0.8944029808, output_fired_time: 0.0000000000, propagate_forward_time: 47.8948860168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6910400391
validation[          , genome 13954] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       420.84369, best error:       420.84369 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 622.5158691406s, input_fired_time: 7.6692504883, output_fired_time: 5.7510609627, propagate_forward_time: 236.5687866211, propagate_backward_time: 361.9940185547, weight_update_time: 0.7574064732, other_time: 10.5327758789
epoch time: 50.7908172607s, input_fired_time: 0.9732345939, output_fired_time: 0.0000000000, propagate_forward_time: 47.8585700989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9590110779
validation[          , genome 13954] predictions:    9831/  10000 (98.31%), best:    9871/10000 (98.71%), error:       556.42035, best error:       420.84369 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 616.6876831055s, input_fired_time: 7.8641667366, output_fired_time: 5.8833165169, propagate_forward_time: 234.5446929932, propagate_backward_time: 357.4145812988, weight_update_time: 0.7810947895, other_time: 10.9809265137
epoch time: 50.3932456970s, input_fired_time: 0.9757680297, output_fired_time: 0.0000000000, propagate_forward_time: 47.4857902527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9316864014
validation[          , genome 13954] predictions:    9834/  10000 (98.34%), best:    9871/10000 (98.71%), error:       538.68927, best error:       420.84369 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 620.1862792969s, input_fired_time: 7.8126845360, output_fired_time: 5.8317117691, propagate_forward_time: 235.7558441162, propagate_backward_time: 359.7916259766, weight_update_time: 0.7809154391, other_time: 10.9943847656
epoch time: 50.8041458130s, input_fired_time: 0.9639171958, output_fired_time: 0.0000000000, propagate_forward_time: 47.8431549072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9970741272
validation[          , genome 13954] predictions:    9787/  10000 (97.87%), best:    9871/10000 (98.71%), error:       664.37103, best error:       420.84369 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 619.0232543945s, input_fired_time: 7.8247365952, output_fired_time: 5.8646397591, propagate_forward_time: 235.4477691650, propagate_backward_time: 359.0605773926, weight_update_time: 0.7664244175, other_time: 10.8255920410
epoch time: 50.7639732361s, input_fired_time: 0.9722748399, output_fired_time: 0.0000000000, propagate_forward_time: 47.9122047424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8794937134
validation[          , genome 13954] predictions:    9858/  10000 (98.58%), best:    9871/10000 (98.71%), error:       463.05270, best error:       420.84369 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 631.2850952148s, input_fired_time: 7.8331179619, output_fired_time: 5.9550557137, propagate_forward_time: 239.8779602051, propagate_backward_time: 366.9542236328, weight_update_time: 0.7756605744, other_time: 10.6647033691
epoch time: 50.8713607788s, input_fired_time: 1.0157217979, output_fired_time: 0.0000000000, propagate_forward_time: 47.8725509644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9830894470
validation[          , genome 13954] predictions:    9850/  10000 (98.50%), best:    9871/10000 (98.71%), error:       515.27008, best error:       420.84369 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 629.2433471680s, input_fired_time: 7.8328132629, output_fired_time: 5.8622117043, propagate_forward_time: 239.6981048584, propagate_backward_time: 365.2066955566, weight_update_time: 0.7707099915, other_time: 10.6435241699
epoch time: 51.0110359192s, input_fired_time: 0.9914093018, output_fired_time: 0.0000000000, propagate_forward_time: 48.0268249512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9928016663
validation[          , genome 13954] predictions:    9824/  10000 (98.24%), best:    9871/10000 (98.71%), error:       565.21692, best error:       420.84369 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 626.7332763672s, input_fired_time: 7.8128919601, output_fired_time: 5.8686146736, propagate_forward_time: 238.4048767090, propagate_backward_time: 363.8895568848, weight_update_time: 0.7751858830, other_time: 10.7573852539
epoch time: 49.8048057556s, input_fired_time: 0.9692779183, output_fired_time: 0.0000000000, propagate_forward_time: 46.9331893921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9023399353
validation[          , genome 13954] predictions:    9838/  10000 (98.38%), best:    9871/10000 (98.71%), error:       517.75201, best error:       420.84369 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 620.4638671875s, input_fired_time: 7.7836999893, output_fired_time: 5.8817586899, propagate_forward_time: 235.8021850586, propagate_backward_time: 360.2974548340, weight_update_time: 0.7640219331, other_time: 10.6987609863
epoch time: 51.1062736511s, input_fired_time: 0.9802348018, output_fired_time: 0.0000000000, propagate_forward_time: 48.2281684875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8978691101
validation[          , genome 13954] predictions:    9838/  10000 (98.38%), best:    9871/10000 (98.71%), error:       506.23471, best error:       420.84369 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 626.8002319336s, input_fired_time: 7.8615541458, output_fired_time: 5.9234824181, propagate_forward_time: 238.7048492432, propagate_backward_time: 363.6373596191, weight_update_time: 0.7709611058, other_time: 10.6730041504
epoch time: 51.0146827698s, input_fired_time: 0.9904114008, output_fired_time: 0.0000000000, propagate_forward_time: 47.9367408752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0875320435
validation[          , genome 13954] predictions:    9837/  10000 (98.37%), best:    9871/10000 (98.71%), error:       492.30960, best error:       420.84369 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 629.1345825195s, input_fired_time: 7.9132523537, output_fired_time: 5.9560379982, propagate_forward_time: 239.0830841064, propagate_backward_time: 365.4343872070, weight_update_time: 0.7819797993, other_time: 10.7478027344
epoch time: 50.8739395142s, input_fired_time: 1.0146446228, output_fired_time: 0.0000000000, propagate_forward_time: 47.8494415283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0098533630
validation[          , genome 13954] predictions:    9857/  10000 (98.57%), best:    9871/10000 (98.71%), error:       428.49738, best error:       420.84369 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 626.4150390625s, input_fired_time: 7.8522496223, output_fired_time: 5.9057126045, propagate_forward_time: 238.4271240234, propagate_backward_time: 363.5211791992, weight_update_time: 0.7661464810, other_time: 10.7088012695
epoch time: 51.2105445862s, input_fired_time: 1.0297775269, output_fired_time: 0.0000000000, propagate_forward_time: 48.1584396362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0223274231
validation[          , genome 13954] predictions:    9849/  10000 (98.49%), best:    9871/10000 (98.71%), error:       468.79260, best error:       420.84369 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 627.5949096680s, input_fired_time: 7.8953499794, output_fired_time: 5.8967380524, propagate_forward_time: 238.6427917480, propagate_backward_time: 364.2048339844, weight_update_time: 0.7893744707, other_time: 10.9552307129
epoch time: 50.6822166443s, input_fired_time: 0.9735957384, output_fired_time: 0.0000000000, propagate_forward_time: 47.7223205566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9863014221
validation[          , genome 13954] predictions:    9858/  10000 (98.58%), best:    9871/10000 (98.71%), error:       436.25696, best error:       420.84369 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 626.3303833008s, input_fired_time: 7.8744549751, output_fired_time: 5.8953661919, propagate_forward_time: 238.1769866943, propagate_backward_time: 363.5289916992, weight_update_time: 0.7820017338, other_time: 10.8545532227
epoch time: 47.2058792114s, input_fired_time: 0.9450747371, output_fired_time: 0.0000000000, propagate_forward_time: 44.2704315186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9903717041
validation[          , genome 13954] predictions:    9837/  10000 (98.37%), best:    9871/10000 (98.71%), error:       515.90442, best error:       420.84369 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 625.1954345703s, input_fired_time: 7.8777256012, output_fired_time: 5.8833580017, propagate_forward_time: 237.5041961670, propagate_backward_time: 362.8819885254, weight_update_time: 0.7886807919, other_time: 11.0481262207
epoch time: 51.0515937805s, input_fired_time: 1.0082551241, output_fired_time: 0.0000000000, propagate_forward_time: 48.0330810547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0102577209
validation[          , genome 13954] predictions:    9839/  10000 (98.39%), best:    9871/10000 (98.71%), error:       513.74219, best error:       420.84369 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 619.8162841797s, input_fired_time: 7.9017806053, output_fired_time: 5.9032764435, propagate_forward_time: 235.6823883057, propagate_backward_time: 359.3790893555, weight_update_time: 0.7771744728, other_time: 10.9497680664
epoch time: 50.7778205872s, input_fired_time: 0.9768252969, output_fired_time: 0.0000000000, propagate_forward_time: 47.9224166870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8785781860
validation[          , genome 13954] predictions:    9869/  10000 (98.69%), best:    9871/10000 (98.71%), error:       441.29849, best error:       420.84369 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 622.5600585938s, input_fired_time: 7.9057126045, output_fired_time: 5.9715127945, propagate_forward_time: 236.3914642334, propagate_backward_time: 361.2565002441, weight_update_time: 0.7896929383, other_time: 11.0348815918
epoch time: 50.5122528076s, input_fired_time: 0.9681088328, output_fired_time: 0.0000000000, propagate_forward_time: 47.6210365295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9231071472
validation[          , genome 13954] predictions:    9864/  10000 (98.64%), best:    9871/10000 (98.71%), error:       428.16757, best error:       420.84369 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 615.8702392578s, input_fired_time: 7.9241166115, output_fired_time: 5.8914136887, propagate_forward_time: 234.0152282715, propagate_backward_time: 357.0202636719, weight_update_time: 0.7795812488, other_time: 11.0191955566
epoch time: 50.8302688599s, input_fired_time: 0.9947016239, output_fired_time: 0.0000000000, propagate_forward_time: 47.8874015808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9481658936
validation[          , genome 13954] predictions:    9865/  10000 (98.65%), best:    9871/10000 (98.71%), error:       460.58923, best error:       420.84369 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 623.2701416016s, input_fired_time: 7.8933162689, output_fired_time: 5.9239416122, propagate_forward_time: 236.4970397949, propagate_backward_time: 362.0794372559, weight_update_time: 0.7681834102, other_time: 10.8764038086
epoch time: 51.0645980835s, input_fired_time: 1.0033847094, output_fired_time: 0.0000000000, propagate_forward_time: 48.0424690247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0187454224
validation[          , genome 13954] predictions:    9866/  10000 (98.66%), best:    9871/10000 (98.71%), error:       423.30075, best error:       420.84369 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 624.4167480469s, input_fired_time: 7.8345236778, output_fired_time: 5.9190673828, propagate_forward_time: 237.6226959229, propagate_backward_time: 362.4023437500, weight_update_time: 0.7782731652, other_time: 10.6381225586
epoch time: 50.6221046448s, input_fired_time: 0.9729393721, output_fired_time: 0.0000000000, propagate_forward_time: 47.7620887756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8870773315
validation[          , genome 13954] predictions:    9870/  10000 (98.70%), best:    9871/10000 (98.71%), error:       452.97955, best error:       420.84369 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 613.0944824219s, input_fired_time: 7.7918367386, output_fired_time: 5.8275518417, propagate_forward_time: 233.3245239258, propagate_backward_time: 355.4857482910, weight_update_time: 0.7578644156, other_time: 10.6648254395
epoch time: 50.8304214478s, input_fired_time: 0.9775044918, output_fired_time: 0.0000000000, propagate_forward_time: 47.9395408630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9133758545
validation[          , genome 13954] predictions:    9843/  10000 (98.43%), best:    9871/10000 (98.71%), error:       532.35071, best error:       420.84369 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 624.6574096680s, input_fired_time: 7.8969969749, output_fired_time: 5.8673958778, propagate_forward_time: 237.8458557129, propagate_backward_time: 362.1861572266, weight_update_time: 0.7857514620, other_time: 10.8610534668
epoch time: 50.9897193909s, input_fired_time: 0.9992852211, output_fired_time: 0.0000000000, propagate_forward_time: 48.0304031372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9600296021
validation[          , genome 13954] predictions:    9873/  10000 (98.73%), best:    9871/10000 (98.71%), error:       447.84509, best error:       420.84369 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 621.7960205078s, input_fired_time: 7.9032764435, output_fired_time: 5.9114871025, propagate_forward_time: 236.5771484375, propagate_backward_time: 360.5739746094, weight_update_time: 0.7803781033, other_time: 10.8301391602
epoch time: 50.8959083557s, input_fired_time: 0.9876951575, output_fired_time: 0.0000000000, propagate_forward_time: 47.9436111450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9646034241
validation[          , genome 13954] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       412.89096, best error:       412.89096 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 630.1566772461s, input_fired_time: 7.9322195053, output_fired_time: 5.9334120750, propagate_forward_time: 239.3783874512, propagate_backward_time: 366.1026000977, weight_update_time: 0.7742788792, other_time: 10.8100891113
epoch time: 50.9207496643s, input_fired_time: 0.9826146960, output_fired_time: 0.0000000000, propagate_forward_time: 48.0596580505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8784751892
validation[          , genome 13954] predictions:    9864/  10000 (98.64%), best:    9872/10000 (98.72%), error:       435.29807, best error:       412.89096 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 624.7575073242s, input_fired_time: 7.6368503571, output_fired_time: 5.6185302734, propagate_forward_time: 238.0520324707, propagate_backward_time: 363.4533691406, weight_update_time: 0.7392547727, other_time: 9.9967346191
epoch time: 48.8415946960s, input_fired_time: 0.9135949612, output_fired_time: 0.0000000000, propagate_forward_time: 46.1389160156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7890853882
validation[          , genome 13954] predictions:    9830/  10000 (98.30%), best:    9872/10000 (98.72%), error:       510.29471, best error:       412.89096 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 618.9681396484s, input_fired_time: 7.5111808777, output_fired_time: 5.5535697937, propagate_forward_time: 236.1470031738, propagate_backward_time: 359.9096069336, weight_update_time: 0.7218448520, other_time: 9.8467712402
epoch time: 49.2250366211s, input_fired_time: 0.9353030920, output_fired_time: 0.0000000000, propagate_forward_time: 46.4923248291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7974090576
validation[          , genome 13954] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       368.67889, best error:       368.67889 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 624.9961547852s, input_fired_time: 7.5739645958, output_fired_time: 5.7003531456, propagate_forward_time: 237.7316436768, propagate_backward_time: 363.9517517090, weight_update_time: 0.7368245721, other_time: 10.0384216309
epoch time: 50.4364547729s, input_fired_time: 0.9304109812, output_fired_time: 0.0000000000, propagate_forward_time: 47.7134284973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7926139832
validation[          , genome 13954] predictions:    9862/  10000 (98.62%), best:    9884/10000 (98.84%), error:       437.06400, best error:       368.67889 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 623.5526733398s, input_fired_time: 7.6913113594, output_fired_time: 5.7226829529, propagate_forward_time: 237.3350677490, propagate_backward_time: 362.3097534180, weight_update_time: 0.7479657531, other_time: 10.4938964844
epoch time: 49.9366149902s, input_fired_time: 0.9884764552, output_fired_time: 0.0000000000, propagate_forward_time: 47.1002197266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8479194641
validation[          , genome 13954] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       405.15329, best error:       368.67889 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 625.3052368164s, input_fired_time: 7.8882694244, output_fired_time: 5.8342156410, propagate_forward_time: 237.6683197021, propagate_backward_time: 363.0841979980, weight_update_time: 0.7785452604, other_time: 10.8302307129
epoch time: 50.6795730591s, input_fired_time: 0.9957523346, output_fired_time: 0.0000000000, propagate_forward_time: 47.7399520874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9438705444
validation[          , genome 13954] predictions:    9869/  10000 (98.69%), best:    9884/10000 (98.84%), error:       429.08258, best error:       368.67889 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 622.3402709961s, input_fired_time: 7.8333044052, output_fired_time: 5.8281292915, propagate_forward_time: 236.5239715576, propagate_backward_time: 361.4614257812, weight_update_time: 0.7702273130, other_time: 10.6934204102
epoch time: 50.3532371521s, input_fired_time: 0.9448271394, output_fired_time: 0.0000000000, propagate_forward_time: 47.5903587341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8180503845
validation[          , genome 13954] predictions:    9871/  10000 (98.71%), best:    9884/10000 (98.84%), error:       418.13876, best error:       368.67889 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 617.5997924805s, input_fired_time: 7.5124340057, output_fired_time: 5.5826153755, propagate_forward_time: 235.4541320801, propagate_backward_time: 359.0468444824, weight_update_time: 0.7209369540, other_time: 10.0037231445
epoch time: 50.5697708130s, input_fired_time: 0.9511888027, output_fired_time: 0.0000000000, propagate_forward_time: 47.8074417114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8111419678
validation[          , genome 13954] predictions:    9854/  10000 (98.54%), best:    9884/10000 (98.84%), error:       481.98224, best error:       368.67889 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 617.2833862305s, input_fired_time: 7.5184087753, output_fired_time: 5.5741782188, propagate_forward_time: 235.5640716553, propagate_backward_time: 358.5615844727, weight_update_time: 0.7278991342, other_time: 10.0651245117
epoch time: 49.5789871216s, input_fired_time: 0.9290264249, output_fired_time: 0.0000000000, propagate_forward_time: 46.9345588684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7154006958
validation[          , genome 13954] predictions:    9865/  10000 (98.65%), best:    9884/10000 (98.84%), error:       414.96347, best error:       368.67889 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 617.1751708984s, input_fired_time: 7.5425901413, output_fired_time: 5.5750794411, propagate_forward_time: 235.4390411377, propagate_backward_time: 358.5669860840, weight_update_time: 0.7376807928, other_time: 10.0514831543
epoch time: 50.8125724792s, input_fired_time: 0.9458001256, output_fired_time: 0.0000000000, propagate_forward_time: 47.9927215576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8740501404
validation[          , genome 13954] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       385.74173, best error:       368.67889 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 620.5902099609s, input_fired_time: 7.5443935394, output_fired_time: 5.6376814842, propagate_forward_time: 236.1446990967, propagate_backward_time: 361.1257324219, weight_update_time: 0.7349059582, other_time: 10.1376953125
epoch time: 50.7405776978s, input_fired_time: 0.9415581822, output_fired_time: 0.0000000000, propagate_forward_time: 47.9968986511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8021202087
validation[          , genome 13954] predictions:    9868/  10000 (98.68%), best:    9884/10000 (98.84%), error:       444.71063, best error:       368.67889 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 615.5636596680s, input_fired_time: 7.5002284050, output_fired_time: 5.5573420525, propagate_forward_time: 234.8585510254, propagate_backward_time: 357.8572998047, weight_update_time: 0.7159644365, other_time: 9.7902526855
epoch time: 49.2059173584s, input_fired_time: 0.9239647388, output_fired_time: 0.0000000000, propagate_forward_time: 46.5620040894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7199478149
validation[          , genome 13954] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       405.01700, best error:       368.67889 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 618.6364746094s, input_fired_time: 7.5705637932, output_fired_time: 5.5989303589, propagate_forward_time: 235.7874298096, propagate_backward_time: 359.6231079102, weight_update_time: 0.7223889232, other_time: 10.0564575195
epoch time: 50.2595024109s, input_fired_time: 0.9280818105, output_fired_time: 0.0000000000, propagate_forward_time: 47.5346679688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7967529297
validation[          , genome 13954] predictions:    9861/  10000 (98.61%), best:    9884/10000 (98.84%), error:       422.94653, best error:       368.67889 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 617.8577270508s, input_fired_time: 7.5328321457, output_fired_time: 5.6155772209, propagate_forward_time: 235.5709533691, propagate_backward_time: 359.0711669922, weight_update_time: 0.7388989329, other_time: 10.0671691895
epoch time: 49.9875907898s, input_fired_time: 0.9467484355, output_fired_time: 0.0000000000, propagate_forward_time: 47.2623596191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7784843445
validation[          , genome 13954] predictions:    9887/  10000 (98.87%), best:    9884/10000 (98.84%), error:       384.65143, best error:       368.67889 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 614.7353515625s, input_fired_time: 7.5579547882, output_fired_time: 5.5653400421, propagate_forward_time: 234.1624908447, propagate_backward_time: 357.3573913574, weight_update_time: 0.7308400869, other_time: 10.0921325684
epoch time: 50.7209053040s, input_fired_time: 0.9431400895, output_fired_time: 0.0000000000, propagate_forward_time: 47.9057464600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8720169067
validation[          , genome 13954] predictions:    9874/  10000 (98.74%), best:    9884/10000 (98.84%), error:       425.56900, best error:       368.67889 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 623.0385742188s, input_fired_time: 7.5584783554, output_fired_time: 5.5781855583, propagate_forward_time: 237.6973419189, propagate_backward_time: 362.2735900879, weight_update_time: 0.7218679786, other_time: 9.9309997559
epoch time: 50.4824867249s, input_fired_time: 0.9328634143, output_fired_time: 0.0000000000, propagate_forward_time: 47.7481575012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8014640808
validation[          , genome 13954] predictions:    9846/  10000 (98.46%), best:    9884/10000 (98.84%), error:       513.47382, best error:       368.67889 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 623.0332641602s, input_fired_time: 7.5731248856, output_fired_time: 5.6378827095, propagate_forward_time: 237.4215850830, propagate_backward_time: 362.3979187012, weight_update_time: 0.7300568223, other_time: 10.0027770996
epoch time: 50.8431396484s, input_fired_time: 0.9572995305, output_fired_time: 0.0000000000, propagate_forward_time: 48.0310745239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8547668457
validation[          , genome 13954] predictions:    9894/  10000 (98.94%), best:    9884/10000 (98.84%), error:       378.48862, best error:       368.67889 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 616.1146850586s, input_fired_time: 7.5324277878, output_fired_time: 5.5766897202, propagate_forward_time: 234.7894744873, propagate_backward_time: 358.4125366211, weight_update_time: 0.7121028304, other_time: 9.8035888672
epoch time: 39.6484298706s, input_fired_time: 0.8362433910, output_fired_time: 0.0000000000, propagate_forward_time: 37.0878143311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7243728638
validation[          , genome 13954] predictions:    9867/  10000 (98.67%), best:    9884/10000 (98.84%), error:       429.67239, best error:       368.67889 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 616.5401611328s, input_fired_time: 7.5166015625, output_fired_time: 5.5169510841, propagate_forward_time: 234.6451416016, propagate_backward_time: 359.0081481934, weight_update_time: 0.7172159553, other_time: 9.8533020020
epoch time: 46.7862510681s, input_fired_time: 0.9236780405, output_fired_time: 0.0000000000, propagate_forward_time: 44.0159568787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8466148376
validation[          , genome 13954] predictions:    9831/  10000 (98.31%), best:    9884/10000 (98.84%), error:       480.52283, best error:       368.67889 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 615.1258544922s, input_fired_time: 7.5592703819, output_fired_time: 5.5255107880, propagate_forward_time: 234.8139190674, propagate_backward_time: 357.3078308105, weight_update_time: 0.7182819843, other_time: 9.9193420410
epoch time: 50.2135200500s, input_fired_time: 0.9523870349, output_fired_time: 0.0000000000, propagate_forward_time: 47.4879875183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7731437683
validation[          , genome 13954] predictions:    9837/  10000 (98.37%), best:    9884/10000 (98.84%), error:       506.54535, best error:       368.67889 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 615.7659301758s, input_fired_time: 7.5526299477, output_fired_time: 5.6046614647, propagate_forward_time: 235.4000854492, propagate_backward_time: 357.1722106934, weight_update_time: 0.7276225090, other_time: 10.0363464355
epoch time: 50.1038932800s, input_fired_time: 0.9507840872, output_fired_time: 0.0000000000, propagate_forward_time: 47.4244804382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7286300659
validation[          , genome 13954] predictions:    9887/  10000 (98.87%), best:    9884/10000 (98.84%), error:       375.53857, best error:       368.67889 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 619.1004638672s, input_fired_time: 7.5955262184, output_fired_time: 5.6054244041, propagate_forward_time: 236.0956420898, propagate_backward_time: 359.7560729980, weight_update_time: 0.7246971130, other_time: 10.0478210449
epoch time: 50.4312553406s, input_fired_time: 0.9549460411, output_fired_time: 0.0000000000, propagate_forward_time: 47.6464309692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8298797607
validation[          , genome 13954] predictions:    9886/  10000 (98.86%), best:    9884/10000 (98.84%), error:       393.47833, best error:       368.67889 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 617.6657714844s, input_fired_time: 7.5788168907, output_fired_time: 5.6021032333, propagate_forward_time: 235.3813171387, propagate_backward_time: 359.0271606445, weight_update_time: 0.7314316630, other_time: 10.0763854980
epoch time: 50.0163116455s, input_fired_time: 0.9334093928, output_fired_time: 0.0000000000, propagate_forward_time: 47.2780532837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8048477173
validation[          , genome 13954] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       398.24768, best error:       368.67889 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 615.4721069336s, input_fired_time: 7.5942854881, output_fired_time: 5.6197295189, propagate_forward_time: 234.2666625977, propagate_backward_time: 357.9774169922, weight_update_time: 0.7263626456, other_time: 10.0139770508
epoch time: 49.9000511169s, input_fired_time: 0.9185228944, output_fired_time: 0.0000000000, propagate_forward_time: 47.2408332825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7406959534
validation[          , genome 13954] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       393.23245, best error:       368.67889 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 611.5018310547s, input_fired_time: 7.5674467087, output_fired_time: 5.5537085533, propagate_forward_time: 233.4697113037, propagate_backward_time: 354.6858520508, weight_update_time: 0.7372593880, other_time: 10.2250976562
epoch time: 50.8107032776s, input_fired_time: 0.9484912157, output_fired_time: 0.0000000000, propagate_forward_time: 48.0227470398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8394660950
validation[          , genome 13954] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       418.54922, best error:       368.67889 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 616.2977905273s, input_fired_time: 7.5819554329, output_fired_time: 5.5996742249, propagate_forward_time: 235.0984497070, propagate_backward_time: 358.0816955566, weight_update_time: 0.7211980224, other_time: 9.9360046387
epoch time: 50.7416305542s, input_fired_time: 0.9583883882, output_fired_time: 0.0000000000, propagate_forward_time: 47.9056549072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8775863647
validation[          , genome 13954] predictions:    9886/  10000 (98.86%), best:    9884/10000 (98.84%), error:       377.65549, best error:       368.67889 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 613.1879882812s, input_fired_time: 7.5578126907, output_fired_time: 5.5569391251, propagate_forward_time: 233.8151702881, propagate_backward_time: 356.2750854492, weight_update_time: 0.7269245982, other_time: 9.9829711914
epoch time: 50.7560157776s, input_fired_time: 0.9774474502, output_fired_time: 0.0000000000, propagate_forward_time: 47.9537620544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8248062134
validation[          , genome 13954] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       395.03842, best error:       368.67889 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 610.2598266602s, input_fired_time: 7.5241336823, output_fired_time: 5.5206017494, propagate_forward_time: 232.6876983643, propagate_backward_time: 354.4798278809, weight_update_time: 0.7255254984, other_time: 10.0475769043
epoch time: 47.4710693359s, input_fired_time: 0.9226865768, output_fired_time: 0.0000000000, propagate_forward_time: 44.7564659119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7919158936
validation[          , genome 13954] predictions:    9895/  10000 (98.95%), best:    9884/10000 (98.84%), error:       369.38748, best error:       368.67889 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 622.5106201172s, input_fired_time: 7.6384191513, output_fired_time: 5.6214900017, propagate_forward_time: 237.2031555176, propagate_backward_time: 362.0188293457, weight_update_time: 0.7315207720, other_time: 10.0287475586
epoch time: 50.3444099426s, input_fired_time: 0.9465168118, output_fired_time: 0.0000000000, propagate_forward_time: 47.6175308228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7803611755
validation[          , genome 13954] predictions:    9886/  10000 (98.86%), best:    9884/10000 (98.84%), error:       380.59756, best error:       368.67889 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 620.8280639648s, input_fired_time: 7.6222691536, output_fired_time: 5.6393294334, propagate_forward_time: 236.1797943115, propagate_backward_time: 361.2716369629, weight_update_time: 0.7377915978, other_time: 10.1150207520
epoch time: 50.7474861145s, input_fired_time: 0.9534288645, output_fired_time: 0.0000000000, propagate_forward_time: 47.9187049866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8753509521
validation[          , genome 13954] predictions:    9892/  10000 (98.92%), best:    9884/10000 (98.84%), error:       373.55969, best error:       368.67889 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 618.4220581055s, input_fired_time: 7.6165518761, output_fired_time: 5.5982966423, propagate_forward_time: 235.5023956299, propagate_backward_time: 359.7466125488, weight_update_time: 0.7146291137, other_time: 9.9582214355
epoch time: 50.7127151489s, input_fired_time: 0.9446354508, output_fired_time: 0.0000000000, propagate_forward_time: 47.9377861023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8302917480
validation[          , genome 13954] predictions:    9889/  10000 (98.89%), best:    9884/10000 (98.84%), error:       378.54782, best error:       368.67889 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 618.1448364258s, input_fired_time: 7.6211705208, output_fired_time: 5.6083106995, propagate_forward_time: 235.8905181885, propagate_backward_time: 359.1266784668, weight_update_time: 0.7211318016, other_time: 9.8981628418
epoch time: 48.7626342773s, input_fired_time: 0.9358733892, output_fired_time: 0.0000000000, propagate_forward_time: 46.0270805359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7996788025
validation[          , genome 13954] predictions:    9874/  10000 (98.74%), best:    9884/10000 (98.84%), error:       433.30182, best error:       368.67889 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 615.8312988281s, input_fired_time: 7.6129765511, output_fired_time: 5.5822572708, propagate_forward_time: 235.1643066406, propagate_backward_time: 357.4445800781, weight_update_time: 0.7250648737, other_time: 10.0271606445
epoch time: 50.6519660950s, input_fired_time: 0.9431197643, output_fired_time: 0.0000000000, propagate_forward_time: 47.8945274353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8143196106
validation[          , genome 13954] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       381.11359, best error:       368.67889 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 626.0946044922s, input_fired_time: 7.6309137344, output_fired_time: 5.5869240761, propagate_forward_time: 238.8014373779, propagate_backward_time: 363.9674072266, weight_update_time: 0.7329932451, other_time: 10.1079101562
epoch time: 50.6951065063s, input_fired_time: 0.9412295818, output_fired_time: 0.0000000000, propagate_forward_time: 48.0045471191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7493286133
validation[          , genome 13954] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       400.46167, best error:       368.67889 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 610.6525268555s, input_fired_time: 7.5813522339, output_fired_time: 5.5577092171, propagate_forward_time: 233.0480346680, propagate_backward_time: 354.3846130371, weight_update_time: 0.7307797074, other_time: 10.0807800293
epoch time: 50.6805191040s, input_fired_time: 0.9234645963, output_fired_time: 0.0000000000, propagate_forward_time: 47.9533653259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8036880493
validation[          , genome 13954] predictions:    9873/  10000 (98.73%), best:    9884/10000 (98.84%), error:       374.24548, best error:       368.67889 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 619.5533447266s, input_fired_time: 7.5930709839, output_fired_time: 5.6097779274, propagate_forward_time: 236.2949066162, propagate_backward_time: 360.1820373535, weight_update_time: 0.7236921787, other_time: 9.8735046387
epoch time: 49.5493774414s, input_fired_time: 0.9316762090, output_fired_time: 0.0000000000, propagate_forward_time: 46.8065261841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8111763000
validation[          , genome 13954] predictions:    9889/  10000 (98.89%), best:    9884/10000 (98.84%), error:       379.78339, best error:       368.67889 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 623.8889160156s, input_fired_time: 7.5838694572, output_fired_time: 5.5723767281, propagate_forward_time: 237.9634552002, propagate_backward_time: 362.6888732910, weight_update_time: 0.7349725366, other_time: 10.0803527832
epoch time: 49.0525169373s, input_fired_time: 0.9104791284, output_fired_time: 0.0000000000, propagate_forward_time: 46.3624267578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7796096802
validation[          , genome 13954] predictions:    9893/  10000 (98.93%), best:    9884/10000 (98.84%), error:       379.80240, best error:       368.67889 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 613.2060546875s, input_fired_time: 7.5925383568, output_fired_time: 5.5677580833, propagate_forward_time: 233.5878143311, propagate_backward_time: 356.2873229980, weight_update_time: 0.7328332663, other_time: 10.1706237793
epoch time: 49.4456138611s, input_fired_time: 0.9407591820, output_fired_time: 0.0000000000, propagate_forward_time: 46.6697425842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8351135254
validation[          , genome 13954] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       396.46503, best error:       368.67889 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 615.2975463867s, input_fired_time: 7.6246795654, output_fired_time: 5.6146912575, propagate_forward_time: 234.1017303467, propagate_backward_time: 357.7043762207, weight_update_time: 0.7379399538, other_time: 10.2520446777
epoch time: 48.8510551453s, input_fired_time: 0.9838485718, output_fired_time: 0.0000000000, propagate_forward_time: 45.9701881409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8970184326
validation[          , genome 13954] predictions:    9899/  10000 (98.99%), best:    9884/10000 (98.84%), error:       371.21924, best error:       368.67889 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 626.2644042969s, input_fired_time: 7.6702833176, output_fired_time: 5.6431593895, propagate_forward_time: 238.6820526123, propagate_backward_time: 364.3190917969, weight_update_time: 0.7319236398, other_time: 9.9497680664
epoch time: 50.4599494934s, input_fired_time: 0.9684222341, output_fired_time: 0.0000000000, propagate_forward_time: 47.6730079651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8185195923
validation[          , genome 13954] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       435.16803, best error:       368.67889 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 617.8058471680s, input_fired_time: 7.6316323280, output_fired_time: 5.5788240433, propagate_forward_time: 235.4804992676, propagate_backward_time: 359.1379699707, weight_update_time: 0.7246206999, other_time: 9.9769287109
epoch time: 50.6343040466s, input_fired_time: 0.9430103898, output_fired_time: 0.0000000000, propagate_forward_time: 47.9394607544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7518310547
validation[          , genome 13954] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       384.47601, best error:       368.67889 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 618.1359863281s, input_fired_time: 7.5603780746, output_fired_time: 5.5202326775, propagate_forward_time: 235.5504913330, propagate_backward_time: 359.6624755859, weight_update_time: 0.7167495489, other_time: 9.8424682617
epoch time: 50.7191238403s, input_fired_time: 0.9314101934, output_fired_time: 0.0000000000, propagate_forward_time: 48.0293159485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7583961487
validation[          , genome 13954] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       407.96280, best error:       368.67889 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 626.6312866211s, input_fired_time: 7.6503505707, output_fired_time: 5.6291809082, propagate_forward_time: 238.7580108643, propagate_backward_time: 364.5768737793, weight_update_time: 0.7334918976, other_time: 10.0169372559
epoch time: 47.8624038696s, input_fired_time: 0.8996482491, output_fired_time: 0.0000000000, propagate_forward_time: 45.2157974243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7469596863
validation[          , genome 13954] predictions:    9870/  10000 (98.70%), best:    9884/10000 (98.84%), error:       440.76422, best error:       368.67889 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 612.3316650391s, input_fired_time: 7.5277805328, output_fired_time: 5.4701199532, propagate_forward_time: 233.4641571045, propagate_backward_time: 356.0229492188, weight_update_time: 0.7186724544, other_time: 9.8466796875
epoch time: 50.7763557434s, input_fired_time: 0.9462879896, output_fired_time: 0.0000000000, propagate_forward_time: 48.0618515015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7682151794
validation[          , genome 13954] predictions:    9895/  10000 (98.95%), best:    9884/10000 (98.84%), error:       368.91135, best error:       368.67889 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 618.6488647461s, input_fired_time: 7.5727701187, output_fired_time: 5.5241069794, propagate_forward_time: 235.8956604004, propagate_backward_time: 359.8619384766, weight_update_time: 0.7189516425, other_time: 9.7944030762
epoch time: 50.6416091919s, input_fired_time: 0.9353453517, output_fired_time: 0.0000000000, propagate_forward_time: 47.9142494202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7920150757
validation[          , genome 13954] predictions:    9896/  10000 (98.96%), best:    9884/10000 (98.84%), error:       370.76895, best error:       368.67889 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 613.4771118164s, input_fired_time: 7.5872941017, output_fired_time: 5.5150165558, propagate_forward_time: 234.1741943359, propagate_backward_time: 356.3584289551, weight_update_time: 0.7162587047, other_time: 9.8421936035
epoch time: 49.6421585083s, input_fired_time: 0.9468707442, output_fired_time: 0.0000000000, propagate_forward_time: 46.8690223694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8262672424
validation[          , genome 13954] predictions:    9893/  10000 (98.93%), best:    9884/10000 (98.84%), error:       394.31927, best error:       368.67889 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 623.0140380859s, input_fired_time: 7.5862836838, output_fired_time: 5.5538105965, propagate_forward_time: 237.4404754639, propagate_backward_time: 362.5208740234, weight_update_time: 0.7270851731, other_time: 9.9125366211
epoch time: 49.4681091309s, input_fired_time: 0.9282904267, output_fired_time: 0.0000000000, propagate_forward_time: 46.7682380676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7715797424
validation[          , genome 13954] predictions:    9886/  10000 (98.86%), best:    9884/10000 (98.84%), error:       386.24826, best error:       368.67889 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 615.0524902344s, input_fired_time: 7.5545473099, output_fired_time: 5.5268487930, propagate_forward_time: 234.4969329834, propagate_backward_time: 357.7184143066, weight_update_time: 0.7048572898, other_time: 9.7557067871
epoch time: 50.5721054077s, input_fired_time: 0.9363334179, output_fired_time: 0.0000000000, propagate_forward_time: 47.8992691040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7365036011
validation[          , genome 13954] predictions:    9895/  10000 (98.95%), best:    9884/10000 (98.84%), error:       378.55881, best error:       368.67889 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 627.9752197266s, input_fired_time: 7.6105766296, output_fired_time: 5.5334606171, propagate_forward_time: 239.7876739502, propagate_backward_time: 365.1436157227, weight_update_time: 0.7290734053, other_time: 9.8999023438
epoch time: 49.7613372803s, input_fired_time: 0.9130516052, output_fired_time: 0.0000000000, propagate_forward_time: 47.1025581360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7457275391
validation[          , genome 13954] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       356.58591, best error:       356.58591 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 614.6312255859s, input_fired_time: 7.5478096008, output_fired_time: 5.5551452637, propagate_forward_time: 234.1694030762, propagate_backward_time: 357.5347290039, weight_update_time: 0.7178710103, other_time: 9.8241882324
epoch time: 50.7489967346s, input_fired_time: 0.9349247217, output_fired_time: 0.0000000000, propagate_forward_time: 48.0366592407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7774124146
validation[          , genome 13954] predictions:    9880/  10000 (98.80%), best:    9891/10000 (98.91%), error:       388.83511, best error:       356.58591 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 619.0594482422s, input_fired_time: 7.6154847145, output_fired_time: 5.5688657761, propagate_forward_time: 236.0384521484, propagate_backward_time: 359.8880310059, weight_update_time: 0.7222768664, other_time: 9.9486389160
epoch time: 50.4999580383s, input_fired_time: 0.9540987611, output_fired_time: 0.0000000000, propagate_forward_time: 47.7178955078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8279647827
validation[          , genome 13954] predictions:    9897/  10000 (98.97%), best:    9891/10000 (98.91%), error:       368.91428, best error:       356.58591 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 623.5156860352s, input_fired_time: 7.5923719406, output_fired_time: 5.5710730553, propagate_forward_time: 238.0553283691, propagate_backward_time: 362.4608154297, weight_update_time: 0.7126635909, other_time: 9.8361511230
epoch time: 50.9229125977s, input_fired_time: 0.9534195065, output_fired_time: 0.0000000000, propagate_forward_time: 48.1838531494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7856407166
validation[          , genome 13954] predictions:    9900/  10000 (99.00%), best:    9891/10000 (98.91%), error:       362.65512, best error:       356.58591 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 617.0479125977s, input_fired_time: 7.5592656136, output_fired_time: 5.5430827141, propagate_forward_time: 235.3314971924, propagate_backward_time: 358.8536682129, weight_update_time: 0.7111703753, other_time: 9.7604064941
epoch time: 50.6601066589s, input_fired_time: 0.9404760599, output_fired_time: 0.0000000000, propagate_forward_time: 47.9964027405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7232284546
validation[          , genome 13954] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       367.47235, best error:       356.58591 on epoch:    96, 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: 251.2424926758s, input_fired_time: 4.6820001602, output_fired_time: 0.0000000000, propagate_forward_time: 237.5272521973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.0332336426
best training[          , genome 13954] predictions:   49999/  50000 (100.00%), best:    9891/10000 (98.91%), error:       155.45844, best error:       356.58591 on epoch:    96, 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: 50.4711341858s, input_fired_time: 0.9281878471, output_fired_time: 0.0000000000, propagate_forward_time: 47.8156013489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7273445129
   testing[          , genome 13954] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       325.40662, best error:       356.58591 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:13:39 (15697): called boinc_finish(0)

</stderr_txt>
]]>