Nameexact_genome_1542727803_186_6425_0
Workunit4101265
Created20 Nov 2018, 19:23:17 UTC
Sent20 Nov 2018, 19:26:02 UTC
Report deadline28 Feb 2019, 16:29:56 UTC
Received24 Nov 2018, 0:45:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID88437
Run time1 days 6 hours 14 min 48 sec
CPU time1 days 5 hours 49 min 42 sec
Validate stateValid
Credit24,969.43
Device peak FLOPS4.09 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size546.00 MB
Peak swap size567.38 MB
Peak disk usage11.58 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
date_time: 0.5947946310, other_time: 12.1375732422
epoch time: 72.5798721313s, input_fired_time: 1.0137275457, output_fired_time: 0.0000000000, propagate_forward_time: 69.8182449341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7479019165
validation[          , genome  6425] predictions:    6097/  10000 (60.97%), best:    6097/10000 (60.97%), error:     11574.30176, best error:     11574.30176 on epoch:    15, epoch:   15/100, mu: 0.7883358002, learning_rate: 0.0001991074, weight_decay: 0.0002414362

epoch time: 994.7088012695s, input_fired_time: 17.7635955811, output_fired_time: 6.0586423874, propagate_forward_time: 352.0552978516, propagate_backward_time: 606.8821411133, weight_update_time: 0.5929634571, other_time: 11.9490966797
epoch time: 72.5238876343s, input_fired_time: 1.0211033821, output_fired_time: 0.0000000000, propagate_forward_time: 69.7500152588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7527694702
validation[          , genome  6425] predictions:    5904/  10000 (59.04%), best:    6097/10000 (60.97%), error:     11776.27051, best error:     11574.30176 on epoch:    15, epoch:   16/100, mu: 0.7994983196, learning_rate: 0.0001862373, weight_decay: 0.0002290168

epoch time: 990.9896240234s, input_fired_time: 17.8442764282, output_fired_time: 6.0850605965, propagate_forward_time: 348.1394042969, propagate_backward_time: 606.7073974609, weight_update_time: 0.6090049744, other_time: 12.2134399414
epoch time: 73.5295715332s, input_fired_time: 1.0515024662, output_fired_time: 0.0000000000, propagate_forward_time: 70.5515213013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9265441895
validation[          , genome  6425] predictions:    6062/  10000 (60.62%), best:    6062/10000 (60.62%), error:     11491.23535, best error:     11491.23535 on epoch:    17, epoch:   17/100, mu: 0.8100429773, learning_rate: 0.0001741992, weight_decay: 0.0002172362

epoch time: 993.5808715820s, input_fired_time: 17.8295097351, output_fired_time: 6.1141924858, propagate_forward_time: 349.4363403320, propagate_backward_time: 608.3698120117, weight_update_time: 0.5830140710, other_time: 11.8309936523
epoch time: 72.6241989136s, input_fired_time: 1.0514093637, output_fired_time: 0.0000000000, propagate_forward_time: 69.6597976685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9129943848
validation[          , genome  6425] predictions:    6173/  10000 (61.73%), best:    6173/10000 (61.73%), error:     11215.15039, best error:     11215.15039 on epoch:    18, epoch:   18/100, mu: 0.8200039864, learning_rate: 0.0001629392, weight_decay: 0.0002060616

epoch time: 992.8563842773s, input_fired_time: 17.8971881866, output_fired_time: 6.0878672600, propagate_forward_time: 349.2163696289, propagate_backward_time: 607.4303588867, weight_update_time: 0.6195880771, other_time: 12.2245483398
epoch time: 72.4458160400s, input_fired_time: 1.0308201313, output_fired_time: 0.0000000000, propagate_forward_time: 69.5395050049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8754882813
validation[          , genome  6425] predictions:    6154/  10000 (61.54%), best:    6173/10000 (61.73%), error:     11229.99902, best error:     11215.15039 on epoch:    18, epoch:   19/100, mu: 0.8294136524, learning_rate: 0.0001524070, weight_decay: 0.0001954619

epoch time: 995.9719238281s, input_fired_time: 17.7572231293, output_fired_time: 6.1081829071, propagate_forward_time: 348.4727478027, propagate_backward_time: 611.8181762695, weight_update_time: 0.5912240148, other_time: 11.8156127930
epoch time: 72.1535263062s, input_fired_time: 1.0291254520, output_fired_time: 0.0000000000, propagate_forward_time: 69.3487091064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7756881714
validation[          , genome  6425] predictions:    6199/  10000 (61.99%), best:    6199/10000 (61.99%), error:     11204.44922, best error:     11204.44922 on epoch:    20, epoch:   20/100, mu: 0.8383024335, learning_rate: 0.0001425556, weight_decay: 0.0001854073

epoch time: 1000.1699218750s, input_fired_time: 17.8956241608, output_fired_time: 6.0658078194, propagate_forward_time: 354.5049133301, propagate_backward_time: 609.8259277344, weight_update_time: 0.5882499814, other_time: 11.8776855469
epoch time: 72.9058914185s, input_fired_time: 1.0569679737, output_fired_time: 0.0000000000, propagate_forward_time: 69.9379043579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9110183716
validation[          , genome  6425] predictions:    6175/  10000 (61.75%), best:    6199/10000 (61.99%), error:     11332.60059, best error:     11204.44922 on epoch:    20, epoch:   21/100, mu: 0.8466992378, learning_rate: 0.0001333410, weight_decay: 0.0001758700

epoch time: 995.7058715820s, input_fired_time: 17.9028053284, output_fired_time: 6.0810480118, propagate_forward_time: 348.8349304199, propagate_backward_time: 610.8248291016, weight_update_time: 0.5930089951, other_time: 12.0622558594
epoch time: 72.3822937012s, input_fired_time: 1.0280293226, output_fired_time: 0.0000000000, propagate_forward_time: 69.5858993530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7683639526
validation[          , genome  6425] predictions:    6038/  10000 (60.38%), best:    6199/10000 (61.99%), error:     11571.08984, best error:     11204.44922 on epoch:    20, epoch:   22/100, mu: 0.8546312451, learning_rate: 0.0001247220, weight_decay: 0.0001668233

epoch time: 990.8826904297s, input_fired_time: 17.9004535675, output_fired_time: 6.0739936829, propagate_forward_time: 348.1761169434, propagate_backward_time: 606.5025634766, weight_update_time: 0.6033276320, other_time: 12.2296142578
epoch time: 72.4967117310s, input_fired_time: 1.0422599316, output_fired_time: 0.0000000000, propagate_forward_time: 69.5004119873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9540405273
validation[          , genome  6425] predictions:    5961/  10000 (59.61%), best:    6199/10000 (61.99%), error:     11597.88477, best error:     11204.44922 on epoch:    20, epoch:   23/100, mu: 0.8621242046, learning_rate: 0.0001166601, weight_decay: 0.0001582420

epoch time: 997.5054321289s, input_fired_time: 17.9551391602, output_fired_time: 6.0982084274, propagate_forward_time: 349.8115234375, propagate_backward_time: 611.7168579102, weight_update_time: 0.5906655788, other_time: 11.9237060547
epoch time: 72.5044479370s, input_fired_time: 1.0431176424, output_fired_time: 0.0000000000, propagate_forward_time: 69.6516036987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8097229004
validation[          , genome  6425] predictions:    5992/  10000 (59.92%), best:    6199/10000 (61.99%), error:     11653.32129, best error:     11204.44922 on epoch:    20, epoch:   24/100, mu: 0.8692023754, learning_rate: 0.0001091194, weight_decay: 0.0001501020

epoch time: 1001.6383666992s, input_fired_time: 18.0001029968, output_fired_time: 6.1334004402, propagate_forward_time: 350.7899780273, propagate_backward_time: 614.5473022461, weight_update_time: 0.6003979445, other_time: 12.1675415039
epoch time: 72.7631530762s, input_fired_time: 1.0425796509, output_fired_time: 0.0000000000, propagate_forward_time: 69.8003692627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9202041626
validation[          , genome  6425] predictions:    6173/  10000 (61.73%), best:    6199/10000 (61.99%), error:     11244.45117, best error:     11204.44922 on epoch:    20, epoch:   25/100, mu: 0.8758887649, learning_rate: 0.0001020660, weight_decay: 0.0001423808

epoch time: 995.9685058594s, input_fired_time: 18.5040035248, output_fired_time: 6.0704059601, propagate_forward_time: 349.8702697754, propagate_backward_time: 609.6736450195, weight_update_time: 0.5915241241, other_time: 11.8501586914
epoch time: 72.5803756714s, input_fired_time: 1.0402106047, output_fired_time: 0.0000000000, propagate_forward_time: 69.6561050415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8840637207
validation[          , genome  6425] predictions:    6158/  10000 (61.58%), best:    6199/10000 (61.99%), error:     11274.19336, best error:     11204.44922 on epoch:    20, epoch:   26/100, mu: 0.8822050691, learning_rate: 0.0000954686, weight_decay: 0.0001350568

epoch time: 998.0588989258s, input_fired_time: 17.9412422180, output_fired_time: 6.0750179291, propagate_forward_time: 353.3750305176, propagate_backward_time: 608.4790649414, weight_update_time: 0.5954992175, other_time: 12.1885375977
epoch time: 73.0738830566s, input_fired_time: 1.0502189398, output_fired_time: 0.0000000000, propagate_forward_time: 70.0566711426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9669952393
validation[          , genome  6425] predictions:    6004/  10000 (60.04%), best:    6199/10000 (61.99%), error:     11668.85156, best error:     11204.44922 on epoch:    20, epoch:   27/100, mu: 0.8881717324, learning_rate: 0.0000892976, weight_decay: 0.0001281095

epoch time: 996.4251098633s, input_fired_time: 17.9941768646, output_fired_time: 6.0964703560, propagate_forward_time: 349.9049987793, propagate_backward_time: 610.0874023438, weight_update_time: 0.6036217809, other_time: 12.3420410156
epoch time: 72.8066787720s, input_fired_time: 1.0441434383, output_fired_time: 0.0000000000, propagate_forward_time: 69.9312667847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8312683105
validation[          , genome  6425] predictions:    6288/  10000 (62.88%), best:    6288/10000 (62.88%), error:     10892.77051, best error:     10892.77051 on epoch:    28, epoch:   28/100, mu: 0.8938081264, learning_rate: 0.0000835255, weight_decay: 0.0001215196

epoch time: 1002.8131103516s, input_fired_time: 18.0449485779, output_fired_time: 6.1265277863, propagate_forward_time: 350.7895202637, propagate_backward_time: 615.7979736328, weight_update_time: 0.5952643752, other_time: 12.0541992188
epoch time: 74.2351226807s, input_fired_time: 1.0511074066, output_fired_time: 0.0000000000, propagate_forward_time: 71.3412399292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8427734375
validation[          , genome  6425] predictions:    6310/  10000 (63.10%), best:    6310/10000 (63.10%), error:     10862.36621, best error:     10862.36621 on epoch:    29, epoch:   29/100, mu: 0.8991325498, learning_rate: 0.0000781266, weight_decay: 0.0001152686

epoch time: 1007.8059082031s, input_fired_time: 18.1171875000, output_fired_time: 9.9904384613, propagate_forward_time: 355.8179321289, propagate_backward_time: 611.8187255859, weight_update_time: 0.5905044675, other_time: 12.0616455078
epoch time: 72.8306579590s, input_fired_time: 1.0556805134, output_fired_time: 0.0000000000, propagate_forward_time: 69.8563919067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9185867310
validation[          , genome  6425] predictions:    6175/  10000 (61.75%), best:    6310/10000 (63.10%), error:     11194.32813, best error:     10862.36621 on epoch:    29, epoch:   30/100, mu: 0.9041622877, learning_rate: 0.0000730766, weight_decay: 0.0001093393

epoch time: 1001.1661987305s, input_fired_time: 18.1991710663, output_fired_time: 6.1197643280, propagate_forward_time: 351.5158081055, propagate_backward_time: 612.8748779297, weight_update_time: 0.6015779376, other_time: 12.4566040039
epoch time: 73.8504867554s, input_fired_time: 1.0644600391, output_fired_time: 0.0000000000, propagate_forward_time: 70.8196258545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9664001465
validation[          , genome  6425] predictions:    6198/  10000 (61.98%), best:    6310/10000 (63.10%), error:     10961.23145, best error:     10862.36621 on epoch:    29, epoch:   31/100, mu: 0.9089136124, learning_rate: 0.0000683530, weight_decay: 0.0001037149

epoch time: 1004.3586425781s, input_fired_time: 18.0813922882, output_fired_time: 6.1414337158, propagate_forward_time: 352.7907104492, propagate_backward_time: 614.3715820313, weight_update_time: 0.6042793989, other_time: 12.9735107422
epoch time: 73.6967849731s, input_fired_time: 1.0860143900, output_fired_time: 0.0000000000, propagate_forward_time: 70.6457977295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9649734497
validation[          , genome  6425] predictions:    6349/  10000 (63.49%), best:    6349/10000 (63.49%), error:     10769.17480, best error:     10769.17480 on epoch:    32, epoch:   32/100, mu: 0.9134019017, learning_rate: 0.0000639347, weight_decay: 0.0000983798

epoch time: 1011.6737670898s, input_fired_time: 18.2874221802, output_fired_time: 6.2624173164, propagate_forward_time: 356.0299377441, propagate_backward_time: 618.5325317383, weight_update_time: 0.6129149199, other_time: 12.5614624023
epoch time: 73.9320068359s, input_fired_time: 1.0726969242, output_fired_time: 0.0000000000, propagate_forward_time: 70.9165649414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9427413940
validation[          , genome  6425] predictions:    6228/  10000 (62.28%), best:    6349/10000 (63.49%), error:     10945.31543, best error:     10769.17480 on epoch:    32, epoch:   33/100, mu: 0.9176417589, learning_rate: 0.0000598021, weight_decay: 0.0000933192

epoch time: 1006.7066650391s, input_fired_time: 18.0710926056, output_fired_time: 6.1118106842, propagate_forward_time: 350.2617492676, propagate_backward_time: 620.0108032227, weight_update_time: 0.5965816975, other_time: 12.2511596680
epoch time: 72.8646545410s, input_fired_time: 1.0518250465, output_fired_time: 0.0000000000, propagate_forward_time: 69.8863143921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9265136719
validation[          , genome  6425] predictions:    6169/  10000 (61.69%), best:    6349/10000 (63.49%), error:     11164.72363, best error:     10769.17480 on epoch:    32, epoch:   34/100, mu: 0.9216469526, learning_rate: 0.0000559365, weight_decay: 0.0000885189

epoch time: 998.4048461914s, input_fired_time: 18.1394405365, output_fired_time: 6.1307296753, propagate_forward_time: 350.9440307617, propagate_backward_time: 611.0845336914, weight_update_time: 0.5948832631, other_time: 12.1060791016
epoch time: 73.4794006348s, input_fired_time: 1.0937763453, output_fired_time: 0.0000000000, propagate_forward_time: 70.4840621948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9015655518
validation[          , genome  6425] predictions:    6382/  10000 (63.82%), best:    6382/10000 (63.82%), error:     10735.84961, best error:     10735.84961 on epoch:    35, epoch:   35/100, mu: 0.9254304171, learning_rate: 0.0000523209, weight_decay: 0.0000839655

epoch time: 995.1077270508s, input_fired_time: 18.0990009308, output_fired_time: 6.0932831764, propagate_forward_time: 349.3746337891, propagate_backward_time: 609.1696166992, weight_update_time: 0.6060388684, other_time: 12.3712158203
epoch time: 72.4184875488s, input_fired_time: 1.0621776581, output_fired_time: 0.0000000000, propagate_forward_time: 69.4928741455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8634338379
validation[          , genome  6425] predictions:    6320/  10000 (63.20%), best:    6320/10000 (63.20%), error:     10733.59961, best error:     10733.59961 on epoch:    36, epoch:   36/100, mu: 0.9290044904, learning_rate: 0.0000489389, weight_decay: 0.0000796463

epoch time: 986.6171264648s, input_fired_time: 17.8630046844, output_fired_time: 6.0557494164, propagate_forward_time: 346.4976196289, propagate_backward_time: 603.7220458984, weight_update_time: 0.6155904531, other_time: 12.4787597656
epoch time: 73.0100173950s, input_fired_time: 1.0562978983, output_fired_time: 0.0000000000, propagate_forward_time: 70.0676956177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8860244751
validation[          , genome  6425] predictions:    6236/  10000 (62.36%), best:    6320/10000 (63.20%), error:     11059.50098, best error:     10733.59961 on epoch:    36, epoch:   37/100, mu: 0.9323807359, learning_rate: 0.0000457756, weight_decay: 0.0000755493

epoch time: 993.6900024414s, input_fired_time: 18.0359897614, output_fired_time: 6.0694532394, propagate_forward_time: 349.2488708496, propagate_backward_time: 608.2551879883, weight_update_time: 0.6068009734, other_time: 12.0805053711
epoch time: 72.8455963135s, input_fired_time: 1.0773990154, output_fired_time: 0.0000000000, propagate_forward_time: 69.7943878174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9738082886
validation[          , genome  6425] predictions:    6293/  10000 (62.93%), best:    6320/10000 (63.20%), error:     10785.53125, best error:     10733.59961 on epoch:    36, epoch:   38/100, mu: 0.9355700612, learning_rate: 0.0000428167, weight_decay: 0.0000716631

epoch time: 997.9000854492s, input_fired_time: 18.0566883087, output_fired_time: 6.1039762497, propagate_forward_time: 350.3349304199, propagate_backward_time: 611.0130615234, weight_update_time: 0.6072191000, other_time: 12.3913574219
epoch time: 72.8908004761s, input_fired_time: 1.0504209995, output_fired_time: 0.0000000000, propagate_forward_time: 69.9099807739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9303970337
validation[          , genome  6425] predictions:    6397/  10000 (63.97%), best:    6397/10000 (63.97%), error:     10655.83105, best error:     10655.83105 on epoch:    39, epoch:   39/100, mu: 0.9385828972, learning_rate: 0.0000400491, weight_decay: 0.0000679767

epoch time: 999.7088012695s, input_fired_time: 18.2034988403, output_fired_time: 6.1160984039, propagate_forward_time: 351.6238708496, propagate_backward_time: 611.4675903320, weight_update_time: 0.6080843210, other_time: 12.2977905273
epoch time: 73.3137893677s, input_fired_time: 1.0589859486, output_fired_time: 0.0000000000, propagate_forward_time: 70.3706665039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8841400146
validation[          , genome  6425] predictions:    6371/  10000 (63.71%), best:    6397/10000 (63.97%), error:     10659.48730, best error:     10655.83105 on epoch:    39, epoch:   40/100, mu: 0.9414289594, learning_rate: 0.0000374604, weight_decay: 0.0000644800

epoch time: 996.6539916992s, input_fired_time: 18.0917949677, output_fired_time: 6.0870690346, propagate_forward_time: 350.6540527344, propagate_backward_time: 609.3187866211, weight_update_time: 0.6136342287, other_time: 12.5022583008
epoch time: 73.3748168945s, input_fired_time: 1.0789771080, output_fired_time: 0.0000000000, propagate_forward_time: 70.3546371460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9412002563
validation[          , genome  6425] predictions:    6354/  10000 (63.54%), best:    6397/10000 (63.97%), error:     10672.04980, best error:     10655.83105 on epoch:    39, epoch:   41/100, mu: 0.9441174865, learning_rate: 0.0000350390, weight_decay: 0.0000611632

epoch time: 1004.5796508789s, input_fired_time: 18.2598609924, output_fired_time: 6.1973819733, propagate_forward_time: 352.4680786133, propagate_backward_time: 615.1137695313, weight_update_time: 0.6147148609, other_time: 12.5405273438
epoch time: 73.1542968750s, input_fired_time: 1.0893365145, output_fired_time: 0.0000000000, propagate_forward_time: 70.0899200439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9750366211
validation[          , genome  6425] predictions:    6338/  10000 (63.38%), best:    6397/10000 (63.97%), error:     10690.20410, best error:     10655.83105 on epoch:    39, epoch:   42/100, mu: 0.9466571808, learning_rate: 0.0000327741, weight_decay: 0.0000580170

epoch time: 996.8327026367s, input_fired_time: 18.1216564178, output_fired_time: 6.1000800133, propagate_forward_time: 350.2452697754, propagate_backward_time: 610.0180053711, weight_update_time: 0.5967201591, other_time: 12.3477172852
epoch time: 72.5660247803s, input_fired_time: 1.0777211189, output_fired_time: 0.0000000000, propagate_forward_time: 69.5938644409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8944396973
validation[          , genome  6425] predictions:    6381/  10000 (63.81%), best:    6397/10000 (63.97%), error:     10665.39648, best error:     10655.83105 on epoch:    39, epoch:   43/100, mu: 0.9490563273, learning_rate: 0.0000306556, weight_decay: 0.0000550326

epoch time: 1000.9025268555s, input_fired_time: 18.1329345703, output_fired_time: 6.1097598076, propagate_forward_time: 354.2044677734, propagate_backward_time: 610.5200805664, weight_update_time: 0.5945812464, other_time: 11.9353027344
epoch time: 72.3937988281s, input_fired_time: 1.0557918549, output_fired_time: 0.0000000000, propagate_forward_time: 69.5807266235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7572784424
validation[          , genome  6425] predictions:    6308/  10000 (63.08%), best:    6308/10000 (63.08%), error:     10643.28906, best error:     10643.28906 on epoch:    44, epoch:   44/100, mu: 0.9513226748, learning_rate: 0.0000286741, weight_decay: 0.0000522017

epoch time: 1000.3127441406s, input_fired_time: 18.2324886322, output_fired_time: 6.1118526459, propagate_forward_time: 351.3789062500, propagate_backward_time: 612.2111206055, weight_update_time: 0.6062526703, other_time: 12.3783569336
epoch time: 73.2276382446s, input_fired_time: 1.0990079641, output_fired_time: 0.0000000000, propagate_forward_time: 70.1834564209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9451751709
validation[          , genome  6425] predictions:    6367/  10000 (63.67%), best:    6308/10000 (63.08%), error:     10735.07813, best error:     10643.28906 on epoch:    44, epoch:   45/100, mu: 0.9534635544, learning_rate: 0.0000268206, weight_decay: 0.0000495165

epoch time: 993.9157714844s, input_fired_time: 18.0820655823, output_fired_time: 6.1073303223, propagate_forward_time: 349.0978698730, propagate_backward_time: 608.4268188477, weight_update_time: 0.6050762534, other_time: 12.2015991211
epoch time: 72.4004211426s, input_fired_time: 1.0709577799, output_fired_time: 0.0000000000, propagate_forward_time: 69.4006347656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9288253784
validation[          , genome  6425] predictions:    6320/  10000 (63.20%), best:    6308/10000 (63.08%), error:     10764.72266, best error:     10643.28906 on epoch:    44, epoch:   46/100, mu: 0.9554859400, learning_rate: 0.0000250870, weight_decay: 0.0000469694

epoch time: 991.5593261719s, input_fired_time: 18.0690269470, output_fired_time: 6.0878782272, propagate_forward_time: 348.3031616211, propagate_backward_time: 606.8299560547, weight_update_time: 0.5964176059, other_time: 12.2692871094
epoch time: 73.0236206055s, input_fired_time: 1.0743935108, output_fired_time: 0.0000000000, propagate_forward_time: 70.1300125122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8192138672
validation[          , genome  6425] predictions:    6397/  10000 (63.97%), best:    6397/10000 (63.97%), error:     10589.20313, best error:     10589.20313 on epoch:    47, epoch:   47/100, mu: 0.9573963881, learning_rate: 0.0000234654, weight_decay: 0.0000445533

epoch time: 999.4827270508s, input_fired_time: 18.2339839935, output_fired_time: 6.1431226730, propagate_forward_time: 351.2941894531, propagate_backward_time: 611.1920776367, weight_update_time: 0.6134195328, other_time: 12.6193237305
epoch time: 72.4444274902s, input_fired_time: 1.0764511824, output_fired_time: 0.0000000000, propagate_forward_time: 69.5014877319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8664855957
validation[          , genome  6425] predictions:    6419/  10000 (64.19%), best:    6419/10000 (64.19%), error:     10573.93848, best error:     10573.93848 on epoch:    48, epoch:   48/100, mu: 0.9592010975, learning_rate: 0.0000219486, weight_decay: 0.0000422615

epoch time: 993.7907104492s, input_fired_time: 18.1505012512, output_fired_time: 6.0729060173, propagate_forward_time: 349.2239379883, propagate_backward_time: 608.3028564453, weight_update_time: 0.5941244364, other_time: 12.0405273438
epoch time: 72.6947631836s, input_fired_time: 1.1103559732, output_fired_time: 0.0000000000, propagate_forward_time: 69.5437698364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0406341553
validation[          , genome  6425] predictions:    6462/  10000 (64.62%), best:    6462/10000 (64.62%), error:     10506.89258, best error:     10506.89258 on epoch:    49, epoch:   49/100, mu: 0.9609059095, learning_rate: 0.0000205299, weight_decay: 0.0000400875

epoch time: 997.6173706055s, input_fired_time: 18.1495075226, output_fired_time: 6.1075029373, propagate_forward_time: 350.4996643066, propagate_backward_time: 610.6381225586, weight_update_time: 0.6060229540, other_time: 12.2225952148
epoch time: 72.3018112183s, input_fired_time: 1.0553344488, output_fired_time: 0.0000000000, propagate_forward_time: 69.4797668457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7667083740
validation[          , genome  6425] predictions:    6340/  10000 (63.40%), best:    6462/10000 (64.62%), error:     10612.28320, best error:     10506.89258 on epoch:    49, epoch:   50/100, mu: 0.9625163078, learning_rate: 0.0000192029, weight_decay: 0.0000380255

epoch time: 994.8693847656s, input_fired_time: 18.1583023071, output_fired_time: 6.0934948921, propagate_forward_time: 349.2413940430, propagate_backward_time: 609.1385498047, weight_update_time: 0.5971320868, other_time: 12.2376098633
epoch time: 72.4161987305s, input_fired_time: 1.0808840990, output_fired_time: 0.0000000000, propagate_forward_time: 69.3858947754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9494171143
validation[          , genome  6425] predictions:    6447/  10000 (64.47%), best:    6447/10000 (64.47%), error:     10456.72070, best error:     10456.72070 on epoch:    51, epoch:   51/100, mu: 0.9640375972, learning_rate: 0.0000179616, weight_decay: 0.0000360694

epoch time: 1000.9522094727s, input_fired_time: 18.1717033386, output_fired_time: 6.1212620735, propagate_forward_time: 353.8910217285, propagate_backward_time: 610.4421386719, weight_update_time: 0.5942479968, other_time: 12.3260498047
epoch time: 72.3821945190s, input_fired_time: 1.0598260164, output_fired_time: 0.0000000000, propagate_forward_time: 69.5415573120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7808074951
validation[          , genome  6425] predictions:    6351/  10000 (63.51%), best:    6447/10000 (64.47%), error:     10727.78516, best error:     10456.72070 on epoch:    51, epoch:   52/100, mu: 0.9654746652, learning_rate: 0.0000168006, weight_decay: 0.0000342140

epoch time: 998.9844970703s, input_fired_time: 18.1660041809, output_fired_time: 6.0935211182, propagate_forward_time: 350.0322875977, propagate_backward_time: 612.2462768555, weight_update_time: 0.6013404131, other_time: 12.4464111328
epoch time: 72.3598937988s, input_fired_time: 1.0712289810, output_fired_time: 0.0000000000, propagate_forward_time: 69.4631729126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8254928589
validation[          , genome  6425] predictions:    6419/  10000 (64.19%), best:    6447/10000 (64.47%), error:     10501.06641, best error:     10456.72070 on epoch:    51, epoch:   53/100, mu: 0.9668322206, learning_rate: 0.0000157146, weight_decay: 0.0000324541

epoch time: 992.7420654297s, input_fired_time: 18.0412673950, output_fired_time: 6.0692472458, propagate_forward_time: 347.0190124512, propagate_backward_time: 609.0598754883, weight_update_time: 0.6120035052, other_time: 12.5526733398
epoch time: 73.3798446655s, input_fired_time: 1.1011538506, output_fired_time: 0.0000000000, propagate_forward_time: 70.2522201538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0264739990
validation[          , genome  6425] predictions:    6447/  10000 (64.47%), best:    6447/10000 (64.47%), error:     10443.75391, best error:     10443.75391 on epoch:    54, epoch:   54/100, mu: 0.9681146145, learning_rate: 0.0000146988, weight_decay: 0.0000307846

epoch time: 996.3144531250s, input_fired_time: 18.1325702667, output_fired_time: 6.1231617928, propagate_forward_time: 350.7765502930, propagate_backward_time: 608.6640625000, weight_update_time: 0.6188995838, other_time: 12.6181030273
epoch time: 72.2805557251s, input_fired_time: 1.0661501884, output_fired_time: 0.0000000000, propagate_forward_time: 69.4463195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7680892944
validation[          , genome  6425] predictions:    6440/  10000 (64.40%), best:    6440/10000 (64.40%), error:     10429.52148, best error:     10429.52148 on epoch:    55, epoch:   55/100, mu: 0.9693260193, learning_rate: 0.0000137487, weight_decay: 0.0000292011

epoch time: 994.0863037109s, input_fired_time: 18.1519870758, output_fired_time: 6.0860247612, propagate_forward_time: 349.2927551270, propagate_backward_time: 608.4494628906, weight_update_time: 0.5919334888, other_time: 12.1060791016
epoch time: 72.1407623291s, input_fired_time: 1.0560921431, output_fired_time: 0.0000000000, propagate_forward_time: 69.3247451782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7599258423
validation[          , genome  6425] predictions:    6354/  10000 (63.54%), best:    6440/10000 (64.40%), error:     10654.56055, best error:     10429.52148 on epoch:    55, epoch:   56/100, mu: 0.9704703689, learning_rate: 0.0000128600, weight_decay: 0.0000276990

epoch time: 989.8837280273s, input_fired_time: 18.0553169250, output_fired_time: 6.0783839226, propagate_forward_time: 347.5299377441, propagate_backward_time: 605.4610595703, weight_update_time: 0.6155849099, other_time: 12.7590332031
epoch time: 72.3432693481s, input_fired_time: 1.0739724636, output_fired_time: 0.0000000000, propagate_forward_time: 69.4270019531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8422927856
validation[          , genome  6425] predictions:    6434/  10000 (64.34%), best:    6440/10000 (64.40%), error:     10487.30762, best error:     10429.52148 on epoch:    55, epoch:   57/100, mu: 0.9715513587, learning_rate: 0.0000120288, weight_decay: 0.0000262742

epoch time: 998.5222167969s, input_fired_time: 18.4192466736, output_fired_time: 6.0799174309, propagate_forward_time: 353.6062927246, propagate_backward_time: 608.1669921875, weight_update_time: 0.5977991223, other_time: 12.2497558594
epoch time: 72.8204498291s, input_fired_time: 1.0799251795, output_fired_time: 0.0000000000, propagate_forward_time: 69.8675460815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8729782104
validation[          , genome  6425] predictions:    6430/  10000 (64.30%), best:    6440/10000 (64.40%), error:     10492.31641, best error:     10429.52148 on epoch:    55, epoch:   58/100, mu: 0.9725725055, learning_rate: 0.0000112513, weight_decay: 0.0000249226

epoch time: 996.3646850586s, input_fired_time: 18.1773681641, output_fired_time: 6.1009306908, propagate_forward_time: 349.9584655762, propagate_backward_time: 609.8331909180, weight_update_time: 0.5920990705, other_time: 12.2947387695
epoch time: 72.3313903809s, input_fired_time: 1.0639505386, output_fired_time: 0.0000000000, propagate_forward_time: 69.4808197021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7866210938
validation[          , genome  6425] predictions:    6367/  10000 (63.67%), best:    6440/10000 (64.40%), error:     10534.15137, best error:     10429.52148 on epoch:    55, epoch:   59/100, mu: 0.9735371470, learning_rate: 0.0000105240, weight_decay: 0.0000236406

epoch time: 993.7830810547s, input_fired_time: 18.1221809387, output_fired_time: 6.0700044632, propagate_forward_time: 347.5374145508, propagate_backward_time: 609.4969482422, weight_update_time: 0.6110000610, other_time: 12.5565185547
epoch time: 72.5529861450s, input_fired_time: 1.0988310575, output_fired_time: 0.0000000000, propagate_forward_time: 69.5106430054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9435119629
validation[          , genome  6425] predictions:    6468/  10000 (64.68%), best:    6468/10000 (64.68%), error:     10429.11523, best error:     10429.11523 on epoch:    60, epoch:   60/100, mu: 0.9744483829, learning_rate: 0.0000098437, weight_decay: 0.0000224245

epoch time: 999.0292358398s, input_fired_time: 18.2989540100, output_fired_time: 6.1237497330, propagate_forward_time: 351.7882385254, propagate_backward_time: 610.2703247070, weight_update_time: 0.6168423891, other_time: 12.5479125977
epoch time: 72.4733886719s, input_fired_time: 1.1047782898, output_fired_time: 0.0000000000, propagate_forward_time: 69.5663299561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8022766113
validation[          , genome  6425] predictions:    6435/  10000 (64.35%), best:    6468/10000 (64.68%), error:     10526.03613, best error:     10429.11523 on epoch:    60, epoch:   61/100, mu: 0.9753091931, learning_rate: 0.0000092074, weight_decay: 0.0000212710

epoch time: 996.4452514648s, input_fired_time: 18.2377300262, output_fired_time: 6.0830655098, propagate_forward_time: 350.0679931641, propagate_backward_time: 609.9274902344, weight_update_time: 0.5888013244, other_time: 12.1289672852
epoch time: 72.2164764404s, input_fired_time: 1.0607699156, output_fired_time: 0.0000000000, propagate_forward_time: 69.3764877319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7792205811
validation[          , genome  6425] predictions:    6418/  10000 (64.18%), best:    6468/10000 (64.68%), error:     10546.11035, best error:     10429.11523 on epoch:    60, epoch:   62/100, mu: 0.9761223793, learning_rate: 0.0000086123, weight_decay: 0.0000201769

epoch time: 995.3657836914s, input_fired_time: 18.2869472504, output_fired_time: 6.1295757294, propagate_forward_time: 349.3804016113, propagate_backward_time: 608.8583374023, weight_update_time: 0.6075541377, other_time: 12.7105102539
epoch time: 73.1997451782s, input_fired_time: 1.0914113522, output_fired_time: 0.0000000000, propagate_forward_time: 70.2927703857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8155670166
validation[          , genome  6425] predictions:    6491/  10000 (64.91%), best:    6491/10000 (64.91%), error:     10340.86035, best error:     10340.86035 on epoch:    63, epoch:   63/100, mu: 0.9768905640, learning_rate: 0.0000080556, weight_decay: 0.0000191390

epoch time: 993.6946411133s, input_fired_time: 18.0957221985, output_fired_time: 6.1085262299, propagate_forward_time: 348.4960632324, propagate_backward_time: 608.6748046875, weight_update_time: 0.5957424045, other_time: 12.3195800781
epoch time: 73.6464996338s, input_fired_time: 1.1070122719, output_fired_time: 0.0000000000, propagate_forward_time: 70.5858383179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9536514282
validation[          , genome  6425] predictions:    6453/  10000 (64.53%), best:    6491/10000 (64.91%), error:     10515.14844, best error:     10340.86035 on epoch:    63, epoch:   64/100, mu: 0.9776161909, learning_rate: 0.0000075349, weight_decay: 0.0000181545

epoch time: 997.3609008789s, input_fired_time: 18.2036991119, output_fired_time: 6.1299538612, propagate_forward_time: 350.2427673340, propagate_backward_time: 610.6021118164, weight_update_time: 0.5991928577, other_time: 12.1824340820
epoch time: 73.2764053345s, input_fired_time: 1.0859963894, output_fired_time: 0.0000000000, propagate_forward_time: 70.3745574951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8158493042
validation[          , genome  6425] predictions:    6493/  10000 (64.93%), best:    6491/10000 (64.91%), error:     10402.80273, best error:     10340.86035 on epoch:    63, epoch:   65/100, mu: 0.9783016443, learning_rate: 0.0000070478, weight_decay: 0.0000172206

epoch time: 1004.1858520508s, input_fired_time: 18.3582267761, output_fired_time: 6.1258454323, propagate_forward_time: 355.1331481934, propagate_backward_time: 611.9928588867, weight_update_time: 0.6053245664, other_time: 12.5757446289
epoch time: 73.1998062134s, input_fired_time: 1.0908374786, output_fired_time: 0.0000000000, propagate_forward_time: 70.0994186401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0095520020
validation[          , genome  6425] predictions:    6494/  10000 (64.94%), best:    6491/10000 (64.91%), error:     10418.49805, best error:     10340.86035 on epoch:    63, epoch:   66/100, mu: 0.9789491892, learning_rate: 0.0000065923, weight_decay: 0.0000163348

epoch time: 996.5732421875s, input_fired_time: 18.2089195251, output_fired_time: 6.1050376892, propagate_forward_time: 349.9867553711, propagate_backward_time: 609.7070922852, weight_update_time: 0.6107662916, other_time: 12.5654296875
epoch time: 73.1280364990s, input_fired_time: 1.1052385569, output_fired_time: 0.0000000000, propagate_forward_time: 70.0193786621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0034179688
validation[          , genome  6425] predictions:    6524/  10000 (65.24%), best:    6524/10000 (65.24%), error:     10326.89258, best error:     10326.89258 on epoch:    67, epoch:   67/100, mu: 0.9795608521, learning_rate: 0.0000061662, weight_decay: 0.0000154945

epoch time: 1002.5501098633s, input_fired_time: 18.3194332123, output_fired_time: 6.1196036339, propagate_forward_time: 352.4484252930, propagate_backward_time: 613.4758911133, weight_update_time: 0.5887842178, other_time: 12.1867065430
epoch time: 73.3956375122s, input_fired_time: 1.1017882824, output_fired_time: 0.0000000000, propagate_forward_time: 70.2858428955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0080032349
validation[          , genome  6425] predictions:    6495/  10000 (64.95%), best:    6524/10000 (65.24%), error:     10333.59277, best error:     10326.89258 on epoch:    67, epoch:   68/100, mu: 0.9801386595, learning_rate: 0.0000057676, weight_decay: 0.0000146975

epoch time: 1007.4361572266s, input_fired_time: 18.4314422607, output_fired_time: 6.2309083939, propagate_forward_time: 353.9455261230, propagate_backward_time: 615.9808959961, weight_update_time: 0.6013747454, other_time: 12.8473510742
epoch time: 73.9424514771s, input_fired_time: 1.1297098398, output_fired_time: 0.0000000000, propagate_forward_time: 70.9019393921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9108047485
validation[          , genome  6425] predictions:    6489/  10000 (64.89%), best:    6489/10000 (64.89%), error:     10307.19922, best error:     10307.19922 on epoch:    69, epoch:   69/100, mu: 0.9806845188, learning_rate: 0.0000053948, weight_decay: 0.0000139414

epoch time: 1004.3856201172s, input_fired_time: 18.3800697327, output_fired_time: 6.1404056549, propagate_forward_time: 352.8240356445, propagate_backward_time: 614.5740356445, weight_update_time: 0.6067990661, other_time: 12.4671020508
epoch time: 72.7512588501s, input_fired_time: 1.0738165379, output_fired_time: 0.0000000000, propagate_forward_time: 69.8955459595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7818984985
validation[          , genome  6425] predictions:    6524/  10000 (65.24%), best:    6524/10000 (65.24%), error:     10267.16699, best error:     10267.16699 on epoch:    70, epoch:   70/100, mu: 0.9812001586, learning_rate: 0.0000050461, weight_decay: 0.0000132243

epoch time: 1008.1096801758s, input_fired_time: 18.3350868225, output_fired_time: 6.1635007858, propagate_forward_time: 352.3885803223, propagate_backward_time: 618.8884887695, weight_update_time: 0.6017720103, other_time: 12.3340454102
epoch time: 72.9687042236s, input_fired_time: 1.0979223251, output_fired_time: 0.0000000000, propagate_forward_time: 70.0887527466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7820281982
validation[          , genome  6425] predictions:    6544/  10000 (65.44%), best:    6544/10000 (65.44%), error:     10235.94141, best error:     10235.94141 on epoch:    71, epoch:   71/100, mu: 0.9816872478, learning_rate: 0.0000047199, weight_decay: 0.0000125440

epoch time: 1004.6459350586s, input_fired_time: 18.4474487305, output_fired_time: 6.1733775139, propagate_forward_time: 352.8252868652, propagate_backward_time: 614.8372802734, weight_update_time: 0.5970930457, other_time: 12.3625488281
epoch time: 74.5982666016s, input_fired_time: 1.1390156746, output_fired_time: 0.0000000000, propagate_forward_time: 71.3983840942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0608673096
validation[          , genome  6425] predictions:    6523/  10000 (65.23%), best:    6523/10000 (65.23%), error:     10235.75098, best error:     10235.75098 on epoch:    72, epoch:   72/100, mu: 0.9821473956, learning_rate: 0.0000044148, weight_decay: 0.0000118988

epoch time: 1004.9584960938s, input_fired_time: 18.3718872070, output_fired_time: 6.1982302666, propagate_forward_time: 353.1547851563, propagate_backward_time: 614.8276367188, weight_update_time: 0.6116998196, other_time: 12.4059448242
epoch time: 73.2338485718s, input_fired_time: 1.0932863951, output_fired_time: 0.0000000000, propagate_forward_time: 70.3501739502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7903900146
validation[          , genome  6425] predictions:    6564/  10000 (65.64%), best:    6564/10000 (65.64%), error:     10208.38477, best error:     10208.38477 on epoch:    73, epoch:   73/100, mu: 0.9825820327, learning_rate: 0.0000041294, weight_decay: 0.0000112867

epoch time: 1012.0244750977s, input_fired_time: 18.3801364899, output_fired_time: 6.1871342659, propagate_forward_time: 358.9822692871, propagate_backward_time: 616.2688598633, weight_update_time: 0.6102253795, other_time: 12.2061157227
epoch time: 73.4058914185s, input_fired_time: 1.1138007641, output_fired_time: 0.0000000000, propagate_forward_time: 70.4737014771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8183898926
validation[          , genome  6425] predictions:    6543/  10000 (65.43%), best:    6543/10000 (65.43%), error:     10205.70605, best error:     10205.70605 on epoch:    74, epoch:   74/100, mu: 0.9829926491, learning_rate: 0.0000038625, weight_decay: 0.0000107061

epoch time: 1020.2934570313s, input_fired_time: 22.5796833038, output_fired_time: 6.2159790993, propagate_forward_time: 356.4192504883, propagate_backward_time: 622.7245483398, weight_update_time: 0.6013115644, other_time: 12.3539428711
epoch time: 73.9299240112s, input_fired_time: 1.1179767847, output_fired_time: 0.0000000000, propagate_forward_time: 70.9000015259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9119491577
validation[          , genome  6425] predictions:    6555/  10000 (65.55%), best:    6543/10000 (65.43%), error:     10220.82422, best error:     10205.70605 on epoch:    74, epoch:   75/100, mu: 0.9833804965, learning_rate: 0.0000036129, weight_decay: 0.0000101554

epoch time: 1028.3858642578s, input_fired_time: 18.4841365814, output_fired_time: 6.1991238594, propagate_forward_time: 368.6334228516, propagate_backward_time: 623.0123901367, weight_update_time: 0.5821109414, other_time: 12.0568237305
epoch time: 74.1424102783s, input_fired_time: 1.1170878410, output_fired_time: 0.0000000000, propagate_forward_time: 71.1667785645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8585433960
validation[          , genome  6425] predictions:    6577/  10000 (65.77%), best:    6577/10000 (65.77%), error:     10158.04785, best error:     10158.04785 on epoch:    76, epoch:   76/100, mu: 0.9837468863, learning_rate: 0.0000033793, weight_decay: 0.0000096330

epoch time: 1011.0546875000s, input_fired_time: 18.5280609131, output_fired_time: 6.1910400391, propagate_forward_time: 355.2728576660, propagate_backward_time: 618.7234497070, weight_update_time: 0.6067824364, other_time: 12.3392944336
epoch time: 74.0531768799s, input_fired_time: 1.1394027472, output_fired_time: 0.0000000000, propagate_forward_time: 70.9526138306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9611587524
validation[          , genome  6425] predictions:    6444/  10000 (64.44%), best:    6577/10000 (65.77%), error:     10389.60449, best error:     10158.04785 on epoch:    76, epoch:   77/100, mu: 0.9840930104, learning_rate: 0.0000031609, weight_decay: 0.0000091375

epoch time: 1011.4854125977s, input_fired_time: 18.4973869324, output_fired_time: 6.1693682671, propagate_forward_time: 356.1777343750, propagate_backward_time: 618.0603027344, weight_update_time: 0.6144734621, other_time: 12.5806274414
epoch time: 73.5761108398s, input_fired_time: 1.0969666243, output_fired_time: 0.0000000000, propagate_forward_time: 70.6617736816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8173675537
validation[          , genome  6425] predictions:    6562/  10000 (65.62%), best:    6562/10000 (65.62%), error:     10157.41602, best error:     10157.41602 on epoch:    78, epoch:   78/100, mu: 0.9844200015, learning_rate: 0.0000029566, weight_decay: 0.0000086675

epoch time: 1003.9379882813s, input_fired_time: 18.3296527863, output_fired_time: 6.1526222229, propagate_forward_time: 352.6892395020, propagate_backward_time: 614.6525268555, weight_update_time: 0.5948148966, other_time: 12.1139526367
epoch time: 73.1920394897s, input_fired_time: 1.1014239788, output_fired_time: 0.0000000000, propagate_forward_time: 70.3080368042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7825775146
validation[          , genome  6425] predictions:    6524/  10000 (65.24%), best:    6562/10000 (65.62%), error:     10233.22559, best error:     10157.41602 on epoch:    78, epoch:   79/100, mu: 0.9847288728, learning_rate: 0.0000027655, weight_decay: 0.0000082216

epoch time: 1010.4191894531s, input_fired_time: 18.4684848785, output_fired_time: 6.1866054535, propagate_forward_time: 355.4771728516, propagate_backward_time: 617.9230957031, weight_update_time: 0.5980171561, other_time: 12.3638305664
epoch time: 73.2544403076s, input_fired_time: 1.0896903276, output_fired_time: 0.0000000000, propagate_forward_time: 70.3790664673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7856826782
validation[          , genome  6425] predictions:    6558/  10000 (65.58%), best:    6562/10000 (65.62%), error:     10188.60645, best error:     10157.41602 on epoch:    78, epoch:   80/100, mu: 0.9850206375, learning_rate: 0.0000025867, weight_decay: 0.0000077987

epoch time: 1003.2366943359s, input_fired_time: 18.3868350983, output_fired_time: 6.1632747650, propagate_forward_time: 352.2080383301, propagate_backward_time: 614.0665893555, weight_update_time: 0.6123607159, other_time: 12.4119262695
epoch time: 73.1917266846s, input_fired_time: 1.0846998692, output_fired_time: 0.0000000000, propagate_forward_time: 70.2952957153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8117294312
validation[          , genome  6425] predictions:    6569/  10000 (65.69%), best:    6562/10000 (65.62%), error:     10212.57715, best error:     10157.41602 on epoch:    78, epoch:   81/100, mu: 0.9852962494, learning_rate: 0.0000024195, weight_decay: 0.0000073975

epoch time: 1008.7321777344s, input_fired_time: 18.4586696625, output_fired_time: 6.1956081390, propagate_forward_time: 354.4289550781, propagate_backward_time: 617.4406738281, weight_update_time: 0.5943325758, other_time: 12.2082519531
epoch time: 73.0894470215s, input_fired_time: 1.0976593494, output_fired_time: 0.0000000000, propagate_forward_time: 70.2060165405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7857742310
validation[          , genome  6425] predictions:    6614/  10000 (66.14%), best:    6562/10000 (65.62%), error:     10165.61719, best error:     10157.41602 on epoch:    78, epoch:   82/100, mu: 0.9855566025, learning_rate: 0.0000022631, weight_decay: 0.0000070170

epoch time: 1015.6614990234s, input_fired_time: 18.4579334259, output_fired_time: 6.1871614456, propagate_forward_time: 355.4266357422, propagate_backward_time: 623.4011840820, weight_update_time: 0.6719288826, other_time: 12.1885986328
epoch time: 73.1855316162s, input_fired_time: 1.0958347321, output_fired_time: 0.0000000000, propagate_forward_time: 70.2126464844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8770523071
validation[          , genome  6425] predictions:    6579/  10000 (65.79%), best:    6562/10000 (65.62%), error:     10214.55957, best error:     10157.41602 on epoch:    78, epoch:   83/100, mu: 0.9858025312, learning_rate: 0.0000021168, weight_decay: 0.0000066560

epoch time: 1002.6630859375s, input_fired_time: 18.4046230316, output_fired_time: 6.1437482834, propagate_forward_time: 352.3214721680, propagate_backward_time: 613.3142700195, weight_update_time: 0.6019815803, other_time: 12.4790039063
epoch time: 73.1249160767s, input_fired_time: 1.0884429216, output_fired_time: 0.0000000000, propagate_forward_time: 70.2626342773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7738418579
validation[          , genome  6425] predictions:    6559/  10000 (65.59%), best:    6562/10000 (65.62%), error:     10227.89844, best error:     10157.41602 on epoch:    78, epoch:   84/100, mu: 0.9860348701, learning_rate: 0.0000019800, weight_decay: 0.0000063137

epoch time: 1003.2160644531s, input_fired_time: 18.3981094360, output_fired_time: 6.1233139038, propagate_forward_time: 352.5018310547, propagate_backward_time: 613.9113769531, weight_update_time: 0.6233261824, other_time: 12.2814331055
epoch time: 74.6780548096s, input_fired_time: 1.1184591055, output_fired_time: 0.0000000000, propagate_forward_time: 71.6979904175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8616027832
validation[          , genome  6425] predictions:    6588/  10000 (65.88%), best:    6562/10000 (65.62%), error:     10184.09473, best error:     10157.41602 on epoch:    78, epoch:   85/100, mu: 0.9862543344, learning_rate: 0.0000018520, weight_decay: 0.0000059889

epoch time: 1004.4899291992s, input_fired_time: 18.4988117218, output_fired_time: 6.1670446396, propagate_forward_time: 352.6260681152, propagate_backward_time: 614.7091674805, weight_update_time: 0.6186473966, other_time: 12.4888305664
epoch time: 73.1649322510s, input_fired_time: 1.0989938974, output_fired_time: 0.0000000000, propagate_forward_time: 70.2786102295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7873306274
validation[          , genome  6425] predictions:    6576/  10000 (65.76%), best:    6562/10000 (65.62%), error:     10164.28223, best error:     10157.41602 on epoch:    78, epoch:   86/100, mu: 0.9864616394, learning_rate: 0.0000017323, weight_decay: 0.0000056808

epoch time: 1006.4868164063s, input_fired_time: 18.5017070770, output_fired_time: 6.1663088799, propagate_forward_time: 353.2870178223, propagate_backward_time: 616.1083984375, weight_update_time: 0.6000934243, other_time: 12.4233398438
epoch time: 73.0429229736s, input_fired_time: 1.0954931974, output_fired_time: 0.0000000000, propagate_forward_time: 70.1529617310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7944717407
validation[          , genome  6425] predictions:    6601/  10000 (66.01%), best:    6601/10000 (66.01%), error:     10148.81055, best error:     10148.81055 on epoch:    87, epoch:   87/100, mu: 0.9866575003, learning_rate: 0.0000016203, weight_decay: 0.0000053886

epoch time: 1006.0719604492s, input_fired_time: 18.4094581604, output_fired_time: 6.2057166100, propagate_forward_time: 353.3515014648, propagate_backward_time: 615.6640014648, weight_update_time: 0.6091758013, other_time: 12.4412841797
epoch time: 72.8816680908s, input_fired_time: 1.0883122683, output_fired_time: 0.0000000000, propagate_forward_time: 69.9839935303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8093643188
validation[          , genome  6425] predictions:    6583/  10000 (65.83%), best:    6601/10000 (66.01%), error:     10157.75977, best error:     10148.81055 on epoch:    87, epoch:   88/100, mu: 0.9868425131, learning_rate: 0.0000015156, weight_decay: 0.0000051114

epoch time: 1010.0751342773s, input_fired_time: 18.6478061676, output_fired_time: 6.2002973557, propagate_forward_time: 354.5664978027, propagate_backward_time: 617.7431030273, weight_update_time: 0.6148314476, other_time: 12.9174194336
epoch time: 73.4063796997s, input_fired_time: 1.1110724211, output_fired_time: 0.0000000000, propagate_forward_time: 70.4578170776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8374938965
validation[          , genome  6425] predictions:    6567/  10000 (65.67%), best:    6601/10000 (66.01%), error:     10169.75781, best error:     10148.81055 on epoch:    87, epoch:   89/100, mu: 0.9870172739, learning_rate: 0.0000014176, weight_decay: 0.0000048485

epoch time: 1004.0065917969s, input_fired_time: 18.3430042267, output_fired_time: 6.1619906425, propagate_forward_time: 352.3745422363, propagate_backward_time: 615.1312866211, weight_update_time: 0.5910347104, other_time: 11.9957885742
epoch time: 73.3181762695s, input_fired_time: 1.1303848028, output_fired_time: 0.0000000000, propagate_forward_time: 70.2917175293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8960723877
validation[          , genome  6425] predictions:    6548/  10000 (65.48%), best:    6601/10000 (66.01%), error:     10196.31543, best error:     10148.81055 on epoch:    87, epoch:   90/100, mu: 0.9871823788, learning_rate: 0.0000013260, weight_decay: 0.0000045991

epoch time: 1009.4471435547s, input_fired_time: 18.4270057678, output_fired_time: 6.4382152557, propagate_forward_time: 354.9856567383, propagate_backward_time: 617.3100585938, weight_update_time: 0.5863343477, other_time: 12.2861938477
epoch time: 73.5301284790s, input_fired_time: 1.1225421429, output_fired_time: 0.0000000000, propagate_forward_time: 70.3902969360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0172882080
validation[          , genome  6425] predictions:    6584/  10000 (65.84%), best:    6601/10000 (66.01%), error:     10177.38867, best error:     10148.81055 on epoch:    87, epoch:   91/100, mu: 0.9873383641, learning_rate: 0.0000012403, weight_decay: 0.0000043625

epoch time: 1001.7274780273s, input_fired_time: 18.4800586700, output_fired_time: 6.1538014412, propagate_forward_time: 351.6806640625, propagate_backward_time: 612.5991821289, weight_update_time: 0.6108772755, other_time: 12.8137817383
epoch time: 73.1393737793s, input_fired_time: 1.1061661243, output_fired_time: 0.0000000000, propagate_forward_time: 70.2214355469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8117752075
validation[          , genome  6425] predictions:    6586/  10000 (65.86%), best:    6601/10000 (66.01%), error:     10161.41699, best error:     10148.81055 on epoch:    87, epoch:   92/100, mu: 0.9874857068, learning_rate: 0.0000011601, weight_decay: 0.0000041381

epoch time: 998.8972778320s, input_fired_time: 18.4095706940, output_fired_time: 6.1881413460, propagate_forward_time: 350.0653381348, propagate_backward_time: 611.3833007813, weight_update_time: 0.6167925596, other_time: 12.8509521484
epoch time: 73.2637100220s, input_fired_time: 1.1072067022, output_fired_time: 0.0000000000, propagate_forward_time: 70.3149337769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8415679932
validation[          , genome  6425] predictions:    6585/  10000 (65.85%), best:    6601/10000 (66.01%), error:     10160.01465, best error:     10148.81055 on epoch:    87, epoch:   93/100, mu: 0.9876248837, learning_rate: 0.0000010851, weight_decay: 0.0000039252

epoch time: 1003.7698364258s, input_fired_time: 18.3467845917, output_fired_time: 6.2289729118, propagate_forward_time: 352.7191467285, propagate_backward_time: 614.7474975586, weight_update_time: 0.5787190199, other_time: 11.7274780273
epoch time: 72.8730926514s, input_fired_time: 1.0969822407, output_fired_time: 0.0000000000, propagate_forward_time: 69.9437561035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8323516846
validation[          , genome  6425] predictions:    6588/  10000 (65.88%), best:    6588/10000 (65.88%), error:     10139.72168, best error:     10139.72168 on epoch:    94, epoch:   94/100, mu: 0.9877563715, learning_rate: 0.0000010150, weight_decay: 0.0000037233

epoch time: 1004.2261962891s, input_fired_time: 18.5293788910, output_fired_time: 6.1804761887, propagate_forward_time: 352.9403991699, propagate_backward_time: 614.0385742188, weight_update_time: 0.6048873067, other_time: 12.5373535156
epoch time: 73.4704208374s, input_fired_time: 1.1119315624, output_fired_time: 0.0000000000, propagate_forward_time: 70.5314788818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8270111084
validation[          , genome  6425] predictions:    6608/  10000 (66.08%), best:    6608/10000 (66.08%), error:     10131.80762, best error:     10131.80762 on epoch:    95, epoch:   95/100, mu: 0.9878805876, learning_rate: 0.0000009494, weight_decay: 0.0000035318

epoch time: 1012.2559204102s, input_fired_time: 18.7354907990, output_fired_time: 6.2764468193, propagate_forward_time: 355.3630065918, propagate_backward_time: 618.8631591797, weight_update_time: 0.6318145990, other_time: 13.0178222656
epoch time: 72.7684020996s, input_fired_time: 1.0935488939, output_fired_time: 0.0000000000, propagate_forward_time: 69.8731994629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8016510010
validation[          , genome  6425] predictions:    6594/  10000 (65.94%), best:    6594/10000 (65.94%), error:     10128.93750, best error:     10128.93750 on epoch:    96, epoch:   96/100, mu: 0.9879978895, learning_rate: 0.0000008880, weight_decay: 0.0000033501

epoch time: 1002.7479858398s, input_fired_time: 18.4416427612, output_fired_time: 6.1590485573, propagate_forward_time: 352.3984375000, propagate_backward_time: 613.5866699219, weight_update_time: 0.5933094621, other_time: 12.1621704102
epoch time: 73.3137893677s, input_fired_time: 1.1232060194, output_fired_time: 0.0000000000, propagate_forward_time: 70.3382034302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8523788452
validation[          , genome  6425] predictions:    6580/  10000 (65.80%), best:    6580/10000 (65.80%), error:     10126.37109, best error:     10126.37109 on epoch:    97, epoch:   97/100, mu: 0.9881086946, learning_rate: 0.0000008306, weight_decay: 0.0000031778

epoch time: 1000.6590576172s, input_fired_time: 18.3725872040, output_fired_time: 6.1342077255, propagate_forward_time: 351.2288513184, propagate_backward_time: 612.7020263672, weight_update_time: 0.6123858690, other_time: 12.2214355469
epoch time: 74.4956893921s, input_fired_time: 1.1708631516, output_fired_time: 0.0000000000, propagate_forward_time: 71.1799621582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1448669434
validation[          , genome  6425] predictions:    6580/  10000 (65.80%), best:    6580/10000 (65.80%), error:     10107.11523, best error:     10107.11523 on epoch:    98, epoch:   98/100, mu: 0.9882133603, learning_rate: 0.0000007769, weight_decay: 0.0000030143

epoch time: 1000.7399291992s, input_fired_time: 18.4336338043, output_fired_time: 6.1491980553, propagate_forward_time: 351.5221252441, propagate_backward_time: 612.1569824219, weight_update_time: 0.6038742661, other_time: 12.4780273438
epoch time: 74.8551712036s, input_fired_time: 1.1505548954, output_fired_time: 0.0000000000, propagate_forward_time: 71.5143508911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1902618408
validation[          , genome  6425] predictions:    6612/  10000 (66.12%), best:    6580/10000 (65.80%), error:     10118.69922, best error:     10107.11523 on epoch:    98, epoch:   99/100, mu: 0.9883122444, learning_rate: 0.0000007267, weight_decay: 0.0000028593

epoch time: 1001.3952636719s, input_fired_time: 18.4458198547, output_fired_time: 6.1429128647, propagate_forward_time: 351.5070190430, propagate_backward_time: 612.5921630859, weight_update_time: 0.6125258803, other_time: 12.7073974609
epoch time: 73.6569747925s, input_fired_time: 1.1251825094, output_fired_time: 0.0000000000, propagate_forward_time: 70.5615310669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9702606201
validation[          , genome  6425] predictions:    6582/  10000 (65.82%), best:    6580/10000 (65.80%), error:     10148.32422, best error:     10107.11523 on epoch:    98, epoch:  100/100, mu: 0.9884056449, learning_rate: 0.0000006797, weight_decay: 0.0000027122

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 369.3319396973s, input_fired_time: 5.6663126945, output_fired_time: 0.0000000000, propagate_forward_time: 353.5779113770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.0877075195
best training[          , genome  6425] predictions:   35003/  50000 (70.01%), best:    6580/10000 (65.80%), error:     45846.89844, best error:     10107.11523 on epoch:    98, epoch:  101/100, mu: 0.9884939194, learning_rate: 0.0000006358, weight_decay: 0.0000025727
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 72.7270355225s, input_fired_time: 1.0946536064, output_fired_time: 0.0000000000, propagate_forward_time: 69.7988357544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8335494995
   testing[          , genome  6425] predictions:    6580/  10000 (65.80%), best:    6580/10000 (65.80%), error:     10107.11523, best error:     10107.11523 on epoch:    98, epoch:  101/100, mu: 0.9884939194, learning_rate: 0.0000006358, weight_decay: 0.0000025727
backpropagation finished successfully!
18:45:41 (5644): called boinc_finish(0)

</stderr_txt>
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