Nameexact_genome_1508499903_25_13296_3
Workunit2256798
Created6 Dec 2017, 6:06:21 UTC
Sent6 Dec 2017, 6:27:32 UTC
Report deadline18 Jan 2018, 23:58:22 UTC
Received9 Dec 2017, 8:06:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 0 hours 9 min 20 sec
CPU time1 days 0 hours 3 min 36 sec
Validate stateValid
Credit10,932.44
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size171.65 MB
Peak swap size170.09 MB
Peak disk usage5.85 MB

Stderr output

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

epoch time: 789.3302001953s, input_fired_time: 9.3326625824, output_fired_time: 9.7003192902, propagate_forward_time: 294.0668334961, propagate_backward_time: 466.3533935547, weight_update_time: 0.9481281042, other_time: 9.8770141602
epoch time: 61.8202590942s, input_fired_time: 1.1549540758, output_fired_time: 0.0000000000, propagate_forward_time: 58.9374313354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7278747559
validation[          , genome 13296] predictions:    9826/  10000 (98.26%), best:    9848/10000 (98.48%), error:       562.31415, best error:       514.39331 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 787.5325927734s, input_fired_time: 9.3742904663, output_fired_time: 9.6839504242, propagate_forward_time: 293.9589233398, propagate_backward_time: 464.6932373047, weight_update_time: 0.9409184456, other_time: 9.8222045898
epoch time: 61.8654365540s, input_fired_time: 1.1626687050, output_fired_time: 0.0000000000, propagate_forward_time: 58.9426040649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7601623535
validation[          , genome 13296] predictions:    9810/  10000 (98.10%), best:    9848/10000 (98.48%), error:       648.43768, best error:       514.39331 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 790.8128662109s, input_fired_time: 9.3602743149, output_fired_time: 9.7461795807, propagate_forward_time: 295.2501831055, propagate_backward_time: 466.6842041016, weight_update_time: 0.9452481866, other_time: 9.7720336914
epoch time: 61.4372100830s, input_fired_time: 1.1431819201, output_fired_time: 0.0000000000, propagate_forward_time: 58.5706977844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7233314514
validation[          , genome 13296] predictions:    9836/  10000 (98.36%), best:    9848/10000 (98.48%), error:       531.62207, best error:       514.39331 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 789.8682250977s, input_fired_time: 9.3619251251, output_fired_time: 9.7029037476, propagate_forward_time: 295.0117492676, propagate_backward_time: 465.9757995605, weight_update_time: 0.9421862960, other_time: 9.8158569336
epoch time: 61.9750976563s, input_fired_time: 1.1596744061, output_fired_time: 0.0000000000, propagate_forward_time: 59.0694580078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7459640503
validation[          , genome 13296] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       472.58740, best error:       472.58740 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 789.0897216797s, input_fired_time: 9.3593063354, output_fired_time: 9.6895427704, propagate_forward_time: 294.4186706543, propagate_backward_time: 465.7697448730, weight_update_time: 0.9489337206, other_time: 9.8524780273
epoch time: 60.3624572754s, input_fired_time: 1.1349842548, output_fired_time: 0.0000000000, propagate_forward_time: 57.4844360352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7430381775
validation[          , genome 13296] predictions:    9839/  10000 (98.39%), best:    9848/10000 (98.48%), error:       492.03574, best error:       472.58740 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 788.4246215820s, input_fired_time: 9.3701343536, output_fired_time: 9.6699218750, propagate_forward_time: 294.3074035645, propagate_backward_time: 465.2581176758, weight_update_time: 0.9536371231, other_time: 9.8190612793
epoch time: 61.3599205017s, input_fired_time: 1.1535158157, output_fired_time: 0.0000000000, propagate_forward_time: 58.4349441528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7714614868
validation[          , genome 13296] predictions:    9828/  10000 (98.28%), best:    9848/10000 (98.48%), error:       570.96167, best error:       472.58740 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 788.8589477539s, input_fired_time: 9.3698616028, output_fired_time: 9.7279520035, propagate_forward_time: 294.3388061523, propagate_backward_time: 465.5811767578, weight_update_time: 0.9441848397, other_time: 9.8411254883
epoch time: 61.9644966125s, input_fired_time: 1.1555804014, output_fired_time: 0.0000000000, propagate_forward_time: 59.0788688660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7300491333
validation[          , genome 13296] predictions:    9822/  10000 (98.22%), best:    9848/10000 (98.48%), error:       568.27869, best error:       472.58740 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 790.5490722656s, input_fired_time: 9.3832063675, output_fired_time: 9.7154903412, propagate_forward_time: 294.6375732422, propagate_backward_time: 466.9697570801, weight_update_time: 0.9468389153, other_time: 9.8430480957
epoch time: 62.3443450928s, input_fired_time: 1.1558701992, output_fired_time: 0.0000000000, propagate_forward_time: 59.4634056091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7250709534
validation[          , genome 13296] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       523.11810, best error:       472.58740 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 790.5698242188s, input_fired_time: 9.3955335617, output_fired_time: 9.7198085785, propagate_forward_time: 294.8473815918, propagate_backward_time: 466.7642517090, weight_update_time: 0.9473107457, other_time: 9.8428955078
epoch time: 62.0739898682s, input_fired_time: 1.1628315449, output_fired_time: 0.0000000000, propagate_forward_time: 59.1776580811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7335014343
validation[          , genome 13296] predictions:    9843/  10000 (98.43%), best:    9848/10000 (98.48%), error:       484.60031, best error:       472.58740 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 790.9157104492s, input_fired_time: 9.4169130325, output_fired_time: 9.7760400772, propagate_forward_time: 295.2955932617, propagate_backward_time: 466.5705261230, weight_update_time: 0.9447795749, other_time: 9.8565979004
epoch time: 61.9345703125s, input_fired_time: 1.1555327177, output_fired_time: 0.0000000000, propagate_forward_time: 59.0523834229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7266540527
validation[          , genome 13296] predictions:    9822/  10000 (98.22%), best:    9848/10000 (98.48%), error:       540.98737, best error:       472.58740 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 794.6762695313s, input_fired_time: 9.4149665833, output_fired_time: 9.7760839462, propagate_forward_time: 296.4651184082, propagate_backward_time: 469.1493835449, weight_update_time: 0.9509507418, other_time: 9.8707275391
epoch time: 61.6300773621s, input_fired_time: 1.1539744139, output_fired_time: 0.0000000000, propagate_forward_time: 58.7422485352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7338562012
validation[          , genome 13296] predictions:    9832/  10000 (98.32%), best:    9848/10000 (98.48%), error:       533.28314, best error:       472.58740 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 795.8238525391s, input_fired_time: 9.4562501907, output_fired_time: 9.7821416855, propagate_forward_time: 297.3890991211, propagate_backward_time: 469.3395996094, weight_update_time: 0.9478275180, other_time: 9.8567504883
epoch time: 62.0352592468s, input_fired_time: 1.1601923704, output_fired_time: 0.0000000000, propagate_forward_time: 59.1564826965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7185859680
validation[          , genome 13296] predictions:    9854/  10000 (98.54%), best:    9848/10000 (98.48%), error:       473.85361, best error:       472.58740 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 793.8169555664s, input_fired_time: 9.4521532059, output_fired_time: 9.7255601883, propagate_forward_time: 295.8890991211, propagate_backward_time: 468.8905639648, weight_update_time: 0.9461683035, other_time: 9.8595581055
epoch time: 61.5687866211s, input_fired_time: 1.1603599787, output_fired_time: 0.0000000000, propagate_forward_time: 58.6787338257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7296943665
validation[          , genome 13296] predictions:    9835/  10000 (98.35%), best:    9848/10000 (98.48%), error:       523.55334, best error:       472.58740 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 795.2674560547s, input_fired_time: 9.4507045746, output_fired_time: 9.7900228500, propagate_forward_time: 296.8757019043, propagate_backward_time: 469.3066101074, weight_update_time: 0.9580323696, other_time: 9.8444213867
epoch time: 61.6148643494s, input_fired_time: 1.1521818638, output_fired_time: 0.0000000000, propagate_forward_time: 58.7315521240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7311286926
validation[          , genome 13296] predictions:    9850/  10000 (98.50%), best:    9848/10000 (98.48%), error:       519.87042, best error:       472.58740 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 790.6895141602s, input_fired_time: 9.4146375656, output_fired_time: 9.7274398804, propagate_forward_time: 294.8368225098, propagate_backward_time: 466.8725891113, weight_update_time: 0.9399546385, other_time: 9.8380737305
epoch time: 61.7716407776s, input_fired_time: 1.1680729389, output_fired_time: 0.0000000000, propagate_forward_time: 58.8563575745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7472114563
validation[          , genome 13296] predictions:    9846/  10000 (98.46%), best:    9848/10000 (98.48%), error:       497.24878, best error:       472.58740 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 793.3445434570s, input_fired_time: 9.4173841476, output_fired_time: 9.7708892822, propagate_forward_time: 295.7145690918, propagate_backward_time: 468.6340332031, weight_update_time: 0.9465589523, other_time: 9.8077087402
epoch time: 62.4617118835s, input_fired_time: 1.1659541130, output_fired_time: 0.0000000000, propagate_forward_time: 59.5798110962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7159461975
validation[          , genome 13296] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       444.66727, best error:       444.66727 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 795.1919555664s, input_fired_time: 9.4685001373, output_fired_time: 9.8047637939, propagate_forward_time: 296.6595153809, propagate_backward_time: 469.4313354492, weight_update_time: 0.9523096681, other_time: 9.8278503418
epoch time: 61.0742797852s, input_fired_time: 1.1516157389, output_fired_time: 0.0000000000, propagate_forward_time: 58.1807136536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7419509888
validation[          , genome 13296] predictions:    9807/  10000 (98.07%), best:    9868/10000 (98.68%), error:       589.77899, best error:       444.66727 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 794.5075073242s, input_fired_time: 9.4548444748, output_fired_time: 9.7629251480, propagate_forward_time: 296.5815429688, propagate_backward_time: 468.8521728516, weight_update_time: 0.9547545314, other_time: 9.8560180664
epoch time: 61.8809547424s, input_fired_time: 1.1639208794, output_fired_time: 0.0000000000, propagate_forward_time: 58.9835815430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7334518433
validation[          , genome 13296] predictions:    9849/  10000 (98.49%), best:    9868/10000 (98.68%), error:       509.38901, best error:       444.66727 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 796.8932495117s, input_fired_time: 9.4700365067, output_fired_time: 9.7718725204, propagate_forward_time: 297.6685180664, propagate_backward_time: 470.1474914551, weight_update_time: 0.9532247186, other_time: 9.8353576660
epoch time: 61.4218444824s, input_fired_time: 1.1488027573, output_fired_time: 0.0000000000, propagate_forward_time: 58.5466613770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7263793945
validation[          , genome 13296] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       448.66425, best error:       444.66727 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 795.7657470703s, input_fired_time: 9.4336128235, output_fired_time: 9.8016176224, propagate_forward_time: 296.3872070313, propagate_backward_time: 470.2891845703, weight_update_time: 0.9529157877, other_time: 9.8541259766
epoch time: 62.2353019714s, input_fired_time: 1.1716495752, output_fired_time: 0.0000000000, propagate_forward_time: 59.3080749512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7555770874
validation[          , genome 13296] predictions:    9865/  10000 (98.65%), best:    9868/10000 (98.68%), error:       485.00681, best error:       444.66727 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 796.7568359375s, input_fired_time: 9.4868555069, output_fired_time: 9.7885484695, propagate_forward_time: 297.5362243652, propagate_backward_time: 470.0846862793, weight_update_time: 0.9484858513, other_time: 9.8604736328
epoch time: 62.5280532837s, input_fired_time: 1.1775219440, output_fired_time: 0.0000000000, propagate_forward_time: 59.5947494507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7557830811
validation[          , genome 13296] predictions:    9858/  10000 (98.58%), best:    9868/10000 (98.68%), error:       478.30920, best error:       444.66727 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 795.6092529297s, input_fired_time: 9.4670686722, output_fired_time: 9.7931098938, propagate_forward_time: 296.6802978516, propagate_backward_time: 469.7571105957, weight_update_time: 0.9567847252, other_time: 9.9117126465
epoch time: 62.3844871521s, input_fired_time: 1.1706835032, output_fired_time: 0.0000000000, propagate_forward_time: 59.4717063904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7420959473
validation[          , genome 13296] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       372.56274, best error:       372.56274 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 793.7010498047s, input_fired_time: 9.4742212296, output_fired_time: 9.8157205582, propagate_forward_time: 296.1583862305, propagate_backward_time: 468.3940429688, weight_update_time: 0.9509342313, other_time: 9.8586425781
epoch time: 62.3107185364s, input_fired_time: 1.1820862293, output_fired_time: 0.0000000000, propagate_forward_time: 59.4042663574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7243652344
validation[          , genome 13296] predictions:    9873/  10000 (98.73%), best:    9893/10000 (98.93%), error:       412.12650, best error:       372.56274 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 796.0043945313s, input_fired_time: 9.4804906845, output_fired_time: 9.8351793289, propagate_forward_time: 297.3810729980, propagate_backward_time: 469.4383850098, weight_update_time: 0.9536334276, other_time: 9.8692626953
epoch time: 62.4163627625s, input_fired_time: 1.1704568863, output_fired_time: 0.0000000000, propagate_forward_time: 59.4962120056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7496948242
validation[          , genome 13296] predictions:    9861/  10000 (98.61%), best:    9893/10000 (98.93%), error:       450.11328, best error:       372.56274 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 795.3220825195s, input_fired_time: 9.5093297958, output_fired_time: 9.7990531921, propagate_forward_time: 296.8440551758, propagate_backward_time: 469.2806091309, weight_update_time: 0.9553813934, other_time: 9.8890075684
epoch time: 62.2901115417s, input_fired_time: 1.1816949844, output_fired_time: 0.0000000000, propagate_forward_time: 59.3784904480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7299270630
validation[          , genome 13296] predictions:    9867/  10000 (98.67%), best:    9893/10000 (98.93%), error:       434.55548, best error:       372.56274 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 795.4627685547s, input_fired_time: 9.5028705597, output_fired_time: 9.7962732315, propagate_forward_time: 296.5719909668, propagate_backward_time: 469.7369995117, weight_update_time: 0.9558594227, other_time: 9.8546447754
epoch time: 61.6753692627s, input_fired_time: 1.1689859629, output_fired_time: 0.0000000000, propagate_forward_time: 58.7660789490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7403030396
validation[          , genome 13296] predictions:    9847/  10000 (98.47%), best:    9893/10000 (98.93%), error:       513.86371, best error:       372.56274 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 794.3641357422s, input_fired_time: 9.4666996002, output_fired_time: 9.7688217163, propagate_forward_time: 296.0765991211, propagate_backward_time: 469.1569824219, weight_update_time: 0.9531679749, other_time: 9.8950805664
epoch time: 61.8701820374s, input_fired_time: 1.1724908352, output_fired_time: 0.0000000000, propagate_forward_time: 58.9542350769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7434577942
validation[          , genome 13296] predictions:    9866/  10000 (98.66%), best:    9893/10000 (98.93%), error:       409.84567, best error:       372.56274 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 795.7785644531s, input_fired_time: 9.4976577759, output_fired_time: 9.7918729782, propagate_forward_time: 297.0751037598, propagate_backward_time: 469.5747985840, weight_update_time: 0.9544519782, other_time: 9.8391113281
epoch time: 62.6594390869s, input_fired_time: 1.1787455082, output_fired_time: 0.0000000000, propagate_forward_time: 59.7522964478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7283973694
validation[          , genome 13296] predictions:    9846/  10000 (98.46%), best:    9893/10000 (98.93%), error:       468.77502, best error:       372.56274 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 792.9573974609s, input_fired_time: 9.4799976349, output_fired_time: 9.7521276474, propagate_forward_time: 296.0839538574, propagate_backward_time: 467.7730407715, weight_update_time: 0.9469183087, other_time: 9.8682861328
epoch time: 62.0185813904s, input_fired_time: 1.1634222269, output_fired_time: 0.0000000000, propagate_forward_time: 59.1223144531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7328453064
validation[          , genome 13296] predictions:    9865/  10000 (98.65%), best:    9893/10000 (98.93%), error:       444.41174, best error:       372.56274 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 794.8821411133s, input_fired_time: 9.4974288940, output_fired_time: 9.7847213745, propagate_forward_time: 296.7052307129, propagate_backward_time: 469.0266723633, weight_update_time: 0.9542015791, other_time: 9.8680725098
epoch time: 62.6977272034s, input_fired_time: 1.1818017960, output_fired_time: 0.0000000000, propagate_forward_time: 59.7711372375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7447891235
validation[          , genome 13296] predictions:    9867/  10000 (98.67%), best:    9893/10000 (98.93%), error:       452.49573, best error:       372.56274 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 793.3166503906s, input_fired_time: 9.5042181015, output_fired_time: 9.7762422562, propagate_forward_time: 296.2253417969, propagate_backward_time: 467.9232482910, weight_update_time: 0.9522974491, other_time: 9.8876037598
epoch time: 62.0421295166s, input_fired_time: 1.1810148954, output_fired_time: 0.0000000000, propagate_forward_time: 59.1218681335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7392463684
validation[          , genome 13296] predictions:    9872/  10000 (98.72%), best:    9893/10000 (98.93%), error:       412.06973, best error:       372.56274 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 794.3620605469s, input_fired_time: 9.5046939850, output_fired_time: 9.7648477554, propagate_forward_time: 296.3023681641, propagate_backward_time: 468.9191894531, weight_update_time: 0.9557234645, other_time: 9.8709716797
epoch time: 62.1255035400s, input_fired_time: 1.1735157967, output_fired_time: 0.0000000000, propagate_forward_time: 59.2202606201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7317276001
validation[          , genome 13296] predictions:    9860/  10000 (98.60%), best:    9893/10000 (98.93%), error:       452.62860, best error:       372.56274 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 795.5800781250s, input_fired_time: 9.5023517609, output_fired_time: 9.8080749512, propagate_forward_time: 296.7867431641, propagate_backward_time: 469.6041870117, weight_update_time: 0.9516240954, other_time: 9.8787231445
epoch time: 62.7930755615s, input_fired_time: 1.1815052032, output_fired_time: 0.0000000000, propagate_forward_time: 59.8586540222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7529182434
validation[          , genome 13296] predictions:    9873/  10000 (98.73%), best:    9893/10000 (98.93%), error:       419.54056, best error:       372.56274 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 795.4730834961s, input_fired_time: 9.5053844452, output_fired_time: 9.8154983521, propagate_forward_time: 297.3050231934, propagate_backward_time: 469.0045776367, weight_update_time: 0.9471612573, other_time: 9.8426208496
epoch time: 62.0116996765s, input_fired_time: 1.1739872694, output_fired_time: 0.0000000000, propagate_forward_time: 59.0947723389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7429389954
validation[          , genome 13296] predictions:    9870/  10000 (98.70%), best:    9893/10000 (98.93%), error:       428.85599, best error:       372.56274 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 795.4868774414s, input_fired_time: 9.5144529343, output_fired_time: 9.7847194672, propagate_forward_time: 296.8573913574, propagate_backward_time: 469.4726562500, weight_update_time: 0.9581105709, other_time: 9.8576354980
epoch time: 62.6393852234s, input_fired_time: 1.1783969402, output_fired_time: 0.0000000000, propagate_forward_time: 59.7262420654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7347450256
validation[          , genome 13296] predictions:    9882/  10000 (98.82%), best:    9893/10000 (98.93%), error:       381.59991, best error:       372.56274 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 794.2673950195s, input_fired_time: 9.5161504745, output_fired_time: 9.7958765030, propagate_forward_time: 295.3822021484, propagate_backward_time: 469.6876831055, weight_update_time: 0.9514230490, other_time: 9.8854370117
epoch time: 62.7412796021s, input_fired_time: 1.1768749952, output_fired_time: 0.0000000000, propagate_forward_time: 59.8205108643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7438926697
validation[          , genome 13296] predictions:    9880/  10000 (98.80%), best:    9893/10000 (98.93%), error:       399.02878, best error:       372.56274 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 793.5739135742s, input_fired_time: 9.5010519028, output_fired_time: 9.7294664383, propagate_forward_time: 295.8121032715, propagate_backward_time: 468.6229248047, weight_update_time: 0.9576267600, other_time: 9.9083557129
epoch time: 62.2668266296s, input_fired_time: 1.1795363426, output_fired_time: 0.0000000000, propagate_forward_time: 59.3407325745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7465591431
validation[          , genome 13296] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       362.53381, best error:       362.53381 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 797.0505371094s, input_fired_time: 9.5242099762, output_fired_time: 9.8047351837, propagate_forward_time: 297.3836975098, propagate_backward_time: 470.4156494141, weight_update_time: 0.9523230195, other_time: 9.9222106934
epoch time: 62.9798469543s, input_fired_time: 1.1822952032, output_fired_time: 0.0000000000, propagate_forward_time: 60.0719642639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7255859375
validation[          , genome 13296] predictions:    9886/  10000 (98.86%), best:    9885/10000 (98.85%), error:       393.65250, best error:       362.53381 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 793.2186279297s, input_fired_time: 9.4940481186, output_fired_time: 9.7348346710, propagate_forward_time: 296.1417236328, propagate_backward_time: 467.9980468750, weight_update_time: 0.9534755349, other_time: 9.8499755859
epoch time: 62.4852752686s, input_fired_time: 1.1751867533, output_fired_time: 0.0000000000, propagate_forward_time: 59.5897064209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7203826904
validation[          , genome 13296] predictions:    9883/  10000 (98.83%), best:    9885/10000 (98.85%), error:       373.93161, best error:       362.53381 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 794.5241088867s, input_fired_time: 9.5118312836, output_fired_time: 9.7688846588, propagate_forward_time: 296.9017333984, propagate_backward_time: 468.5035400391, weight_update_time: 0.9522936940, other_time: 9.8381347656
epoch time: 62.9873085022s, input_fired_time: 1.1858775616, output_fired_time: 0.0000000000, propagate_forward_time: 60.0622177124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7392120361
validation[          , genome 13296] predictions:    9882/  10000 (98.82%), best:    9885/10000 (98.85%), error:       387.78442, best error:       362.53381 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 796.2075195313s, input_fired_time: 9.5356683731, output_fired_time: 9.7695236206, propagate_forward_time: 297.5175781250, propagate_backward_time: 469.5486450195, weight_update_time: 0.9558100104, other_time: 9.8361206055
epoch time: 62.4099998474s, input_fired_time: 1.1783682108, output_fired_time: 0.0000000000, propagate_forward_time: 59.4926795959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7389526367
validation[          , genome 13296] predictions:    9854/  10000 (98.54%), best:    9885/10000 (98.85%), error:       483.23621, best error:       362.53381 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 795.3524780273s, input_fired_time: 9.5130834579, output_fired_time: 9.7850446701, propagate_forward_time: 296.8620910645, propagate_backward_time: 469.3330078125, weight_update_time: 0.9527550936, other_time: 9.8592834473
epoch time: 62.2471084595s, input_fired_time: 1.1793490648, output_fired_time: 0.0000000000, propagate_forward_time: 59.3354034424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7323570251
validation[          , genome 13296] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       419.29010, best error:       362.53381 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 794.5112915039s, input_fired_time: 9.5233926773, output_fired_time: 9.7899913788, propagate_forward_time: 296.5835266113, propagate_backward_time: 468.7827148438, weight_update_time: 0.9470435381, other_time: 9.8316955566
epoch time: 62.0528564453s, input_fired_time: 1.1799212694, output_fired_time: 0.0000000000, propagate_forward_time: 59.1444778442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7284584045
validation[          , genome 13296] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       358.35364, best error:       358.35364 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 794.7988891602s, input_fired_time: 9.5034675598, output_fired_time: 9.7726669312, propagate_forward_time: 296.7797546387, propagate_backward_time: 468.9313049316, weight_update_time: 0.9538942575, other_time: 9.8117065430
epoch time: 61.3535499573s, input_fired_time: 1.1684877872, output_fired_time: 0.0000000000, propagate_forward_time: 58.4657897949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7192726135
validation[          , genome 13296] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       422.81430, best error:       358.35364 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 793.3467407227s, input_fired_time: 9.5256919861, output_fired_time: 9.7593421936, propagate_forward_time: 296.1143493652, propagate_backward_time: 468.0906982422, weight_update_time: 0.9572733045, other_time: 9.8566589355
epoch time: 61.9185523987s, input_fired_time: 1.1655248404, output_fired_time: 0.0000000000, propagate_forward_time: 59.0342483521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7187805176
validation[          , genome 13296] predictions:    9863/  10000 (98.63%), best:    9890/10000 (98.90%), error:       438.19684, best error:       358.35364 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 794.2133178711s, input_fired_time: 9.4855890274, output_fired_time: 9.7589845657, propagate_forward_time: 296.4749145508, propagate_backward_time: 468.6696166992, weight_update_time: 0.9541493654, other_time: 9.8242187500
epoch time: 62.4580383301s, input_fired_time: 1.1815557480, output_fired_time: 0.0000000000, propagate_forward_time: 59.5464324951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7300491333
validation[          , genome 13296] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       405.39203, best error:       358.35364 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 793.9909667969s, input_fired_time: 9.4888238907, output_fired_time: 9.7688474655, propagate_forward_time: 295.9497375488, propagate_backward_time: 468.9337768555, weight_update_time: 0.9561769366, other_time: 9.8497619629
epoch time: 62.4542427063s, input_fired_time: 1.1765003204, output_fired_time: 0.0000000000, propagate_forward_time: 59.5399398804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7378005981
validation[          , genome 13296] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       419.77960, best error:       358.35364 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 789.9457397461s, input_fired_time: 9.4742727280, output_fired_time: 9.6888074875, propagate_forward_time: 294.5384216309, propagate_backward_time: 466.4348449707, weight_update_time: 0.9488623142, other_time: 9.8094482422
epoch time: 62.5170974731s, input_fired_time: 1.1808406115, output_fired_time: 0.0000000000, propagate_forward_time: 59.6192855835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7169723511
validation[          , genome 13296] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       401.50266, best error:       358.35364 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 794.2198486328s, input_fired_time: 9.5066432953, output_fired_time: 9.7401514053, propagate_forward_time: 295.8964538574, propagate_backward_time: 469.2712402344, weight_update_time: 0.9514544606, other_time: 9.8053283691
epoch time: 62.0922012329s, input_fired_time: 1.1767599583, output_fired_time: 0.0000000000, propagate_forward_time: 59.1858139038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7296257019
validation[          , genome 13296] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       388.40161, best error:       358.35364 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 790.8333129883s, input_fired_time: 9.5111637115, output_fired_time: 9.7241945267, propagate_forward_time: 295.3612976074, propagate_backward_time: 466.4240417480, weight_update_time: 0.9529120922, other_time: 9.8126220703
epoch time: 61.7522773743s, input_fired_time: 1.1673586369, output_fired_time: 0.0000000000, propagate_forward_time: 58.8681030273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7168159485
validation[          , genome 13296] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       346.63715, best error:       346.63715 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 793.9738769531s, input_fired_time: 9.4894123077, output_fired_time: 9.7320690155, propagate_forward_time: 296.0181579590, propagate_backward_time: 468.9319458008, weight_update_time: 0.9501224160, other_time: 9.8022766113
epoch time: 62.2074890137s, input_fired_time: 1.1826022863, output_fired_time: 0.0000000000, propagate_forward_time: 59.2615089417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7633781433
validation[          , genome 13296] predictions:    9878/  10000 (98.78%), best:    9896/10000 (98.96%), error:       391.79428, best error:       346.63715 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 792.9143676758s, input_fired_time: 9.5060844421, output_fired_time: 9.7552289963, propagate_forward_time: 295.6719970703, propagate_backward_time: 468.1576232910, weight_update_time: 0.9520803690, other_time: 9.8233947754
epoch time: 62.2157096863s, input_fired_time: 1.1800460815, output_fired_time: 0.0000000000, propagate_forward_time: 59.2946624756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7410011292
validation[          , genome 13296] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       356.64124, best error:       346.63715 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 795.2808227539s, input_fired_time: 9.5392293930, output_fired_time: 9.7995634079, propagate_forward_time: 296.8007812500, propagate_backward_time: 469.3184509277, weight_update_time: 0.9528071880, other_time: 9.8227844238
epoch time: 62.1073226929s, input_fired_time: 1.1749970913, output_fired_time: 0.0000000000, propagate_forward_time: 59.2209510803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7113761902
validation[          , genome 13296] predictions:    9875/  10000 (98.75%), best:    9896/10000 (98.96%), error:       404.99399, best error:       346.63715 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 793.0424804688s, input_fired_time: 9.5222835541, output_fired_time: 9.7354850769, propagate_forward_time: 296.0952148438, propagate_backward_time: 467.8479003906, weight_update_time: 0.9526346326, other_time: 9.8416137695
epoch time: 62.1231460571s, input_fired_time: 1.1832854748, output_fired_time: 0.0000000000, propagate_forward_time: 59.1981849670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7416763306
validation[          , genome 13296] predictions:    9886/  10000 (98.86%), best:    9896/10000 (98.96%), error:       370.60205, best error:       346.63715 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 793.6553344727s, input_fired_time: 9.5259275436, output_fired_time: 9.7391595840, propagate_forward_time: 296.3103027344, propagate_backward_time: 468.2053222656, weight_update_time: 0.9497790933, other_time: 9.8746337891
epoch time: 61.7695808411s, input_fired_time: 1.1772131920, output_fired_time: 0.0000000000, propagate_forward_time: 58.8691673279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7232017517
validation[          , genome 13296] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       353.29514, best error:       346.63715 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 792.7435913086s, input_fired_time: 9.5363616943, output_fired_time: 9.7472095490, propagate_forward_time: 295.8423156738, propagate_backward_time: 467.7913513184, weight_update_time: 0.9551203251, other_time: 9.8263549805
epoch time: 61.7390022278s, input_fired_time: 1.1816482544, output_fired_time: 0.0000000000, propagate_forward_time: 58.8088569641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7484970093
validation[          , genome 13296] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       346.71606, best error:       346.63715 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 792.8792114258s, input_fired_time: 9.5273475647, output_fired_time: 9.7265558243, propagate_forward_time: 295.9455261230, propagate_backward_time: 467.8442687988, weight_update_time: 0.9507400393, other_time: 9.8355102539
epoch time: 62.2785606384s, input_fired_time: 1.1858204603, output_fired_time: 0.0000000000, propagate_forward_time: 59.3712882996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7214508057
validation[          , genome 13296] predictions:    9877/  10000 (98.77%), best:    9896/10000 (98.96%), error:       402.74097, best error:       346.63715 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 790.4728393555s, input_fired_time: 9.5379505157, output_fired_time: 9.7102613449, propagate_forward_time: 294.8851013184, propagate_backward_time: 466.4745178223, weight_update_time: 0.9510008097, other_time: 9.8649902344
epoch time: 61.6870841980s, input_fired_time: 1.1836484671, output_fired_time: 0.0000000000, propagate_forward_time: 58.7502136230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7532234192
validation[          , genome 13296] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       366.26675, best error:       346.63715 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 793.5007324219s, input_fired_time: 9.5189008713, output_fired_time: 9.7545995712, propagate_forward_time: 296.3135681152, propagate_backward_time: 468.0558776855, weight_update_time: 0.9540970922, other_time: 9.8577880859
epoch time: 61.2343177795s, input_fired_time: 1.1676429510, output_fired_time: 0.0000000000, propagate_forward_time: 58.3144493103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7522239685
validation[          , genome 13296] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       348.08289, best error:       346.63715 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 793.4931640625s, input_fired_time: 9.5432491302, output_fired_time: 9.7662944794, propagate_forward_time: 296.2585144043, propagate_backward_time: 468.0809020996, weight_update_time: 0.9478638172, other_time: 9.8441772461
epoch time: 61.9785499573s, input_fired_time: 1.1744686365, output_fired_time: 0.0000000000, propagate_forward_time: 59.0725936890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7314872742
validation[          , genome 13296] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       377.22336, best error:       346.63715 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 792.8610229492s, input_fired_time: 9.5355033875, output_fired_time: 9.7341690063, propagate_forward_time: 296.0116882324, propagate_backward_time: 467.7291564941, weight_update_time: 0.9555033445, other_time: 9.8504638672
epoch time: 62.4003372192s, input_fired_time: 1.1873903275, output_fired_time: 0.0000000000, propagate_forward_time: 59.4774513245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7354965210
validation[          , genome 13296] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       341.56525, best error:       341.56525 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 795.0938720703s, input_fired_time: 9.5608701706, output_fired_time: 9.7689027786, propagate_forward_time: 297.1809997559, propagate_backward_time: 468.6993408203, weight_update_time: 0.9539912939, other_time: 9.8837585449
epoch time: 60.9404182434s, input_fired_time: 1.1711885929, output_fired_time: 0.0000000000, propagate_forward_time: 58.0690879822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7001419067
validation[          , genome 13296] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       340.35938, best error:       340.35938 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 794.7510986328s, input_fired_time: 9.5417623520, output_fired_time: 9.7408638000, propagate_forward_time: 296.1407165527, propagate_backward_time: 469.4426879883, weight_update_time: 0.9568076730, other_time: 9.8851013184
epoch time: 62.0109291077s, input_fired_time: 1.1867257357, output_fired_time: 0.0000000000, propagate_forward_time: 59.0619430542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7622604370
validation[          , genome 13296] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       351.94647, best error:       340.35938 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 792.9295654297s, input_fired_time: 9.5284471512, output_fired_time: 9.7513141632, propagate_forward_time: 295.1559143066, propagate_backward_time: 468.5979919434, weight_update_time: 0.9522984624, other_time: 9.8958740234
epoch time: 61.5236854553s, input_fired_time: 1.1749875546, output_fired_time: 0.0000000000, propagate_forward_time: 58.6165504456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7321472168
validation[          , genome 13296] predictions:    9853/  10000 (98.53%), best:    9899/10000 (98.99%), error:       456.92041, best error:       340.35938 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 791.7161254883s, input_fired_time: 9.5443353653, output_fired_time: 9.7791948318, propagate_forward_time: 295.1334838867, propagate_backward_time: 467.3638610840, weight_update_time: 0.9463142753, other_time: 9.8952941895
epoch time: 61.8664321899s, input_fired_time: 1.1844370365, output_fired_time: 0.0000000000, propagate_forward_time: 58.9314651489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7505302429
validation[          , genome 13296] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       342.14651, best error:       340.35938 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 792.8739624023s, input_fired_time: 9.5497665405, output_fired_time: 9.7600851059, propagate_forward_time: 296.1771240234, propagate_backward_time: 467.4982604980, weight_update_time: 0.9454499483, other_time: 9.8887634277
epoch time: 62.3185310364s, input_fired_time: 1.1959298849, output_fired_time: 0.0000000000, propagate_forward_time: 59.3725814819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7500190735
validation[          , genome 13296] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       352.21811, best error:       340.35938 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 790.6798706055s, input_fired_time: 9.5359945297, output_fired_time: 9.7301502228, propagate_forward_time: 295.2901916504, propagate_backward_time: 466.2723083496, weight_update_time: 0.9563374519, other_time: 9.8511962891
epoch time: 61.3471794128s, input_fired_time: 1.1819995642, output_fired_time: 0.0000000000, propagate_forward_time: 58.4252548218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7399253845
validation[          , genome 13296] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       342.94415, best error:       340.35938 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 791.5786132813s, input_fired_time: 9.5445966721, output_fired_time: 9.7222833633, propagate_forward_time: 294.7037963867, propagate_backward_time: 467.7156066895, weight_update_time: 0.9489740729, other_time: 9.8923034668
epoch time: 62.0161590576s, input_fired_time: 1.1970942020, output_fired_time: 0.0000000000, propagate_forward_time: 59.0691528320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7499122620
validation[          , genome 13296] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       329.81226, best error:       329.81226 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 790.4105834961s, input_fired_time: 9.5419797897, output_fired_time: 9.7450418472, propagate_forward_time: 295.1837463379, propagate_backward_time: 466.0842285156, weight_update_time: 0.9492273331, other_time: 9.8555603027
epoch time: 62.2753601074s, input_fired_time: 1.1886304617, output_fired_time: 0.0000000000, propagate_forward_time: 59.3374862671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7492446899
validation[          , genome 13296] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       343.96497, best error:       329.81226 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 790.3654785156s, input_fired_time: 9.5340700150, output_fired_time: 9.7459030151, propagate_forward_time: 294.1977844238, propagate_backward_time: 467.0185241699, weight_update_time: 0.9463353753, other_time: 9.8692016602
epoch time: 62.1103096008s, input_fired_time: 1.1843172312, output_fired_time: 0.0000000000, propagate_forward_time: 59.1859245300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7400665283
validation[          , genome 13296] predictions:    9886/  10000 (98.86%), best:    9896/10000 (98.96%), error:       377.85782, best error:       329.81226 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 788.9566650391s, input_fired_time: 9.5267953873, output_fired_time: 9.6863946915, propagate_forward_time: 294.4305419922, propagate_backward_time: 465.4387512207, weight_update_time: 0.9481733441, other_time: 9.8741760254
epoch time: 61.6175880432s, input_fired_time: 1.1790289879, output_fired_time: 0.0000000000, propagate_forward_time: 58.6999969482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7385635376
validation[          , genome 13296] predictions:    9895/  10000 (98.95%), best:    9896/10000 (98.96%), error:       347.40881, best error:       329.81226 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 788.2367553711s, input_fired_time: 9.5217514038, output_fired_time: 9.6661834717, propagate_forward_time: 293.5668334961, propagate_backward_time: 465.6127319336, weight_update_time: 0.9483487606, other_time: 9.8692626953
epoch time: 62.0432662964s, input_fired_time: 1.1907927990, output_fired_time: 0.0000000000, propagate_forward_time: 59.1050186157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7474555969
validation[          , genome 13296] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       343.34924, best error:       329.81226 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 789.2138061523s, input_fired_time: 9.5224294662, output_fired_time: 9.7300672531, propagate_forward_time: 293.8136901855, propagate_backward_time: 466.2756042480, weight_update_time: 0.9579861760, other_time: 9.8720703125
epoch time: 62.0874977112s, input_fired_time: 1.1866875887, output_fired_time: 0.0000000000, propagate_forward_time: 59.1633949280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7374153137
validation[          , genome 13296] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       347.66223, best error:       329.81226 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 789.8468627930s, input_fired_time: 9.5137929916, output_fired_time: 9.6874933243, propagate_forward_time: 294.2994995117, propagate_backward_time: 466.4541931152, weight_update_time: 0.9586735964, other_time: 9.8918762207
epoch time: 61.7701110840s, input_fired_time: 1.1855587959, output_fired_time: 0.0000000000, propagate_forward_time: 58.8582191467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7263336182
validation[          , genome 13296] predictions:    9899/  10000 (98.99%), best:    9896/10000 (98.96%), error:       336.99915, best error:       329.81226 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 789.8612670898s, input_fired_time: 9.5240278244, output_fired_time: 9.6804141998, propagate_forward_time: 293.9407043457, propagate_backward_time: 466.8586425781, weight_update_time: 0.9517260194, other_time: 9.8574523926
epoch time: 62.6154899597s, input_fired_time: 1.1886761189, output_fired_time: 0.0000000000, propagate_forward_time: 59.6928253174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7339897156
validation[          , genome 13296] predictions:    9904/  10000 (99.04%), best:    9896/10000 (98.96%), error:       332.23453, best error:       329.81226 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 792.0957641602s, input_fired_time: 9.5107126236, output_fired_time: 9.7436075211, propagate_forward_time: 294.6093750000, propagate_backward_time: 468.3782958984, weight_update_time: 0.9496726990, other_time: 9.8537597656
epoch time: 62.1309280396s, input_fired_time: 1.1897143126, output_fired_time: 0.0000000000, propagate_forward_time: 59.1915969849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7496185303
validation[          , genome 13296] predictions:    9903/  10000 (99.03%), best:    9896/10000 (98.96%), error:       342.25919, best error:       329.81226 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 792.5546875000s, input_fired_time: 9.5186147690, output_fired_time: 9.6963663101, propagate_forward_time: 295.0365600586, propagate_backward_time: 468.4031372070, weight_update_time: 0.9490452409, other_time: 9.9000244141
epoch time: 62.3553428650s, input_fired_time: 1.1989165545, output_fired_time: 0.0000000000, propagate_forward_time: 59.4088516235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7475738525
validation[          , genome 13296] predictions:    9897/  10000 (98.97%), best:    9896/10000 (98.96%), error:       339.88428, best error:       329.81226 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 791.8695678711s, input_fired_time: 9.5602722168, output_fired_time: 9.7476701736, propagate_forward_time: 295.2946777344, propagate_backward_time: 467.3802185059, weight_update_time: 0.9491884112, other_time: 9.8867492676
epoch time: 61.2552223206s, input_fired_time: 1.1821115017, output_fired_time: 0.0000000000, propagate_forward_time: 58.3271026611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7460098267
validation[          , genome 13296] predictions:    9895/  10000 (98.95%), best:    9896/10000 (98.96%), error:       333.98157, best error:       329.81226 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 790.8125610352s, input_fired_time: 9.5479230881, output_fired_time: 9.7503404617, propagate_forward_time: 294.6547546387, propagate_backward_time: 466.9789733887, weight_update_time: 0.9520342350, other_time: 9.8805541992
epoch time: 61.8556060791s, input_fired_time: 1.1888823509, output_fired_time: 0.0000000000, propagate_forward_time: 58.9246520996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7420730591
validation[          , genome 13296] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       343.95264, best error:       329.81226 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 790.3787841797s, input_fired_time: 9.5473642349, output_fired_time: 9.6714496613, propagate_forward_time: 294.6350708008, propagate_backward_time: 466.6236572266, weight_update_time: 0.9548853636, other_time: 9.9012451172
epoch time: 61.9251060486s, input_fired_time: 1.1955728531, output_fired_time: 0.0000000000, propagate_forward_time: 58.9572372437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7722969055
validation[          , genome 13296] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       328.46252, best error:       328.46252 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 788.6234130859s, input_fired_time: 9.5443983078, output_fired_time: 9.7322559357, propagate_forward_time: 293.2363891602, propagate_backward_time: 466.2103576660, weight_update_time: 0.9532346129, other_time: 9.9000549316
epoch time: 61.8998146057s, input_fired_time: 1.1864271164, output_fired_time: 0.0000000000, propagate_forward_time: 58.9664955139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7468910217
validation[          , genome 13296] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       344.68091, best error:       328.46252 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 789.5767211914s, input_fired_time: 9.5318317413, output_fired_time: 9.7244243622, propagate_forward_time: 293.6727905273, propagate_backward_time: 466.7402038574, weight_update_time: 0.9503037333, other_time: 9.9074401855
epoch time: 61.7156448364s, input_fired_time: 1.1924459934, output_fired_time: 0.0000000000, propagate_forward_time: 58.7633438110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7598533630
validation[          , genome 13296] predictions:    9901/  10000 (99.01%), best:    9903/10000 (99.03%), error:       331.96194, best error:       328.46252 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 789.2289428711s, input_fired_time: 9.5716505051, output_fired_time: 9.7220230103, propagate_forward_time: 293.8688049316, propagate_backward_time: 466.1523132324, weight_update_time: 0.9538386464, other_time: 9.9141235352
epoch time: 61.8192520142s, input_fired_time: 1.1929060221, output_fired_time: 0.0000000000, propagate_forward_time: 58.8898658752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7364807129
validation[          , genome 13296] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       351.81271, best error:       328.46252 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 791.8222656250s, input_fired_time: 9.5456047058, output_fired_time: 9.7616825104, propagate_forward_time: 295.2769775391, propagate_backward_time: 467.3653869629, weight_update_time: 0.9518277645, other_time: 9.8726501465
epoch time: 61.1995697021s, input_fired_time: 1.1824798584, output_fired_time: 0.0000000000, propagate_forward_time: 58.2882614136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7288284302
validation[          , genome 13296] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       332.44940, best error:       328.46252 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 791.0847167969s, input_fired_time: 9.5620508194, output_fired_time: 9.7251453400, propagate_forward_time: 294.8277893066, propagate_backward_time: 467.0621948242, weight_update_time: 0.9486865401, other_time: 9.9075012207
epoch time: 61.8590087891s, input_fired_time: 1.1911387444, output_fired_time: 0.0000000000, propagate_forward_time: 58.9111518860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7567176819
validation[          , genome 13296] predictions:    9895/  10000 (98.95%), best:    9903/10000 (99.03%), error:       350.18658, best error:       328.46252 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 791.3784790039s, input_fired_time: 9.5414819717, output_fired_time: 9.7627296448, propagate_forward_time: 294.0472717285, propagate_backward_time: 468.1477050781, weight_update_time: 0.9579270482, other_time: 9.8792419434
epoch time: 61.3648109436s, input_fired_time: 1.1770299673, output_fired_time: 0.0000000000, propagate_forward_time: 58.4522247314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7355575562
validation[          , genome 13296] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       332.33420, best error:       328.46252 on epoch:    94, 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: 309.3901062012s, input_fired_time: 5.9700417519, output_fired_time: 0.0000000000, propagate_forward_time: 294.6448974609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.7751770020
best training[          , genome 13296] predictions:   50000/  50000 (100.00%), best:    9903/10000 (99.03%), error:       135.52574, best error:       328.46252 on epoch:    94, 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: 61.2661666870s, input_fired_time: 1.1823530197, output_fired_time: 0.0000000000, propagate_forward_time: 58.3529624939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7308502197
   testing[          , genome 13296] predictions:    9911/  10000 (99.11%), best:    9903/10000 (99.03%), error:       276.83932, best error:       328.46252 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:05:45 (6664): called boinc_finish(0)

</stderr_txt>
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