Nameexact_genome_1518178202_59_18442_0
Workunit2993202
Created9 Feb 2018, 22:54:20 UTC
Sent9 Feb 2018, 23:41:08 UTC
Report deadline6 Mar 2018, 4:18:44 UTC
Received10 Feb 2018, 9:53:08 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID31146
Run time10 hours 11 min 38 sec
CPU time10 hours 9 min 37 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.26 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size172.99 MB
Peak swap size176.12 MB
Peak disk usage3.47 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 331.3221740723s, input_fired_time: 6.3374524117, output_fired_time: 6.6688108444, propagate_forward_time: 122.8732833862, propagate_backward_time: 189.5735778809, weight_update_time: 0.3133125007, other_time: 5.8690185547
epoch time: 26.6839637756s, input_fired_time: 0.7893876433, output_fired_time: 0.0000000000, propagate_forward_time: 24.7994308472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0951461792
validation[          , genome 18442] predictions:    9814/  10000 (98.14%), best:    9829/10000 (98.29%), error:       591.24268, best error:       568.84369 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 333.0521850586s, input_fired_time: 6.3403620720, output_fired_time: 6.7421727180, propagate_forward_time: 123.0270080566, propagate_backward_time: 191.0728149414, weight_update_time: 0.3155242205, other_time: 5.8698120117
epoch time: 25.6994552612s, input_fired_time: 0.7705438733, output_fired_time: 0.0000000000, propagate_forward_time: 23.8519020081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0770092010
validation[          , genome 18442] predictions:    9796/  10000 (97.96%), best:    9829/10000 (98.29%), error:       672.65845, best error:       568.84369 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 334.4717102051s, input_fired_time: 6.3828005791, output_fired_time: 6.8204402924, propagate_forward_time: 124.0254745483, propagate_backward_time: 191.3595886230, weight_update_time: 0.3150776327, other_time: 5.8833923340
epoch time: 26.9827899933s, input_fired_time: 0.7953102589, output_fired_time: 0.0000000000, propagate_forward_time: 25.0939006805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0935783386
validation[          , genome 18442] predictions:    9807/  10000 (98.07%), best:    9829/10000 (98.29%), error:       617.63220, best error:       568.84369 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 333.7425842285s, input_fired_time: 6.3530063629, output_fired_time: 6.7245178223, propagate_forward_time: 123.2205581665, propagate_backward_time: 191.5729675293, weight_update_time: 0.3143756390, other_time: 5.8715515137
epoch time: 25.9992084503s, input_fired_time: 0.7714221478, output_fired_time: 0.0000000000, propagate_forward_time: 24.1474533081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0803337097
validation[          , genome 18442] predictions:    9787/  10000 (97.87%), best:    9829/10000 (98.29%), error:       675.63025, best error:       568.84369 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 333.8192749023s, input_fired_time: 6.3891696930, output_fired_time: 6.7127985954, propagate_forward_time: 123.6355285645, propagate_backward_time: 191.1664886475, weight_update_time: 0.3185841143, other_time: 5.9152984619
epoch time: 26.2230415344s, input_fired_time: 0.7825372815, output_fired_time: 0.0000000000, propagate_forward_time: 24.3513450623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0891590118
validation[          , genome 18442] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       533.71796, best error:       533.71796 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 336.2774353027s, input_fired_time: 6.4327588081, output_fired_time: 6.8107399940, propagate_forward_time: 124.8237686157, propagate_backward_time: 192.2299194336, weight_update_time: 0.3202459514, other_time: 5.9802551270
epoch time: 27.8544807434s, input_fired_time: 0.8207308054, output_fired_time: 0.0000000000, propagate_forward_time: 25.9144496918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1193008423
validation[          , genome 18442] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       496.86639, best error:       496.86639 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 334.7533874512s, input_fired_time: 6.4028501511, output_fired_time: 6.8368387222, propagate_forward_time: 124.2495727539, propagate_backward_time: 191.3482208252, weight_update_time: 0.3158178926, other_time: 5.9158782959
epoch time: 26.7992572784s, input_fired_time: 0.7933915854, output_fired_time: 0.0000000000, propagate_forward_time: 24.9046230316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1012420654
validation[          , genome 18442] predictions:    9808/  10000 (98.08%), best:    9849/10000 (98.49%), error:       646.15381, best error:       496.86639 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 330.9230651855s, input_fired_time: 6.3079376221, output_fired_time: 6.7733631134, propagate_forward_time: 122.1256866455, propagate_backward_time: 189.8913574219, weight_update_time: 0.3119300008, other_time: 5.8246917725
epoch time: 25.4165763855s, input_fired_time: 0.7586561441, output_fired_time: 0.0000000000, propagate_forward_time: 23.5871982574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0707225800
validation[          , genome 18442] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       466.02115, best error:       466.02115 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 329.2017211914s, input_fired_time: 6.2990679741, output_fired_time: 6.6531124115, propagate_forward_time: 122.1283874512, propagate_backward_time: 188.3330535889, weight_update_time: 0.3100637496, other_time: 5.7881011963
epoch time: 26.3601551056s, input_fired_time: 0.7860481739, output_fired_time: 0.0000000000, propagate_forward_time: 24.5031642914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0709419250
validation[          , genome 18442] predictions:    9811/  10000 (98.11%), best:    9858/10000 (98.58%), error:       623.82788, best error:       466.02115 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 328.1744995117s, input_fired_time: 6.3232407570, output_fired_time: 6.6830582619, propagate_forward_time: 122.6524429321, propagate_backward_time: 186.7257385254, weight_update_time: 0.3100043535, other_time: 5.7900390625
epoch time: 25.6010437012s, input_fired_time: 0.7649569511, output_fired_time: 0.0000000000, propagate_forward_time: 23.7648239136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0712623596
validation[          , genome 18442] predictions:    9732/  10000 (97.32%), best:    9858/10000 (98.58%), error:       776.96570, best error:       466.02115 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 328.2088928223s, input_fired_time: 6.3025951385, output_fired_time: 6.6807384491, propagate_forward_time: 122.1818161011, propagate_backward_time: 187.2346038818, weight_update_time: 0.3122211993, other_time: 5.8091583252
epoch time: 26.0948047638s, input_fired_time: 0.7788158059, output_fired_time: 0.0000000000, propagate_forward_time: 24.2331447601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0828437805
validation[          , genome 18442] predictions:    9786/  10000 (97.86%), best:    9858/10000 (98.58%), error:       631.99207, best error:       466.02115 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 330.6865234375s, input_fired_time: 6.3241987228, output_fired_time: 6.7089538574, propagate_forward_time: 122.6333694458, propagate_backward_time: 189.2121887207, weight_update_time: 0.3123427033, other_time: 5.8078308105
epoch time: 25.9080734253s, input_fired_time: 0.7717218399, output_fired_time: 0.0000000000, propagate_forward_time: 24.0644741058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0718784332
validation[          , genome 18442] predictions:    9839/  10000 (98.39%), best:    9858/10000 (98.58%), error:       537.74969, best error:       466.02115 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 330.3485412598s, input_fired_time: 6.3344383240, output_fired_time: 6.7715363503, propagate_forward_time: 122.5945663452, propagate_backward_time: 188.8609771729, weight_update_time: 0.3111851811, other_time: 5.7870025635
epoch time: 26.9945812225s, input_fired_time: 0.7949460745, output_fired_time: 0.0000000000, propagate_forward_time: 25.1134586334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0861759186
validation[          , genome 18442] predictions:    9838/  10000 (98.38%), best:    9858/10000 (98.58%), error:       522.03265, best error:       466.02115 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 329.9618225098s, input_fired_time: 6.3480515480, output_fired_time: 6.7121353149, propagate_forward_time: 123.4593811035, propagate_backward_time: 187.6587524414, weight_update_time: 0.3094712496, other_time: 5.7835083008
epoch time: 26.6369590759s, input_fired_time: 0.7855190039, output_fired_time: 0.0000000000, propagate_forward_time: 24.7709045410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0805358887
validation[          , genome 18442] predictions:    9791/  10000 (97.91%), best:    9858/10000 (98.58%), error:       625.75598, best error:       466.02115 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 336.3546752930s, input_fired_time: 6.3823828697, output_fired_time: 6.9155263901, propagate_forward_time: 124.2690200806, propagate_backward_time: 192.9581298828, weight_update_time: 0.3147383630, other_time: 5.8296203613
epoch time: 26.3059940338s, input_fired_time: 0.7818098664, output_fired_time: 0.0000000000, propagate_forward_time: 24.4361763000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0880069733
validation[          , genome 18442] predictions:    9853/  10000 (98.53%), best:    9858/10000 (98.58%), error:       481.94797, best error:       466.02115 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 333.6520690918s, input_fired_time: 6.3794617653, output_fired_time: 6.8737063408, propagate_forward_time: 123.9915161133, propagate_backward_time: 190.5686645508, weight_update_time: 0.3156626523, other_time: 5.8387145996
epoch time: 26.2770957947s, input_fired_time: 0.7830561996, output_fired_time: 0.0000000000, propagate_forward_time: 24.4125251770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0815143585
validation[          , genome 18442] predictions:    9819/  10000 (98.19%), best:    9858/10000 (98.58%), error:       574.40558, best error:       466.02115 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 331.6474304199s, input_fired_time: 6.3452816010, output_fired_time: 6.7920708656, propagate_forward_time: 122.8105468750, propagate_backward_time: 189.8907318115, weight_update_time: 0.3125666380, other_time: 5.8087921143
epoch time: 25.8959407806s, input_fired_time: 0.7677854896, output_fired_time: 0.0000000000, propagate_forward_time: 24.0570583344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0710964203
validation[          , genome 18442] predictions:    9837/  10000 (98.37%), best:    9858/10000 (98.58%), error:       536.74274, best error:       466.02115 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 336.2666931152s, input_fired_time: 6.4047141075, output_fired_time: 7.0005445480, propagate_forward_time: 124.5210037231, propagate_backward_time: 192.5199584961, weight_update_time: 0.3142448962, other_time: 5.8204650879
epoch time: 25.9253654480s, input_fired_time: 0.7759264112, output_fired_time: 0.0000000000, propagate_forward_time: 24.0754699707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0739688873
validation[          , genome 18442] predictions:    9796/  10000 (97.96%), best:    9858/10000 (98.58%), error:       632.16449, best error:       466.02115 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 332.5730285645s, input_fired_time: 6.3650064468, output_fired_time: 6.8420596123, propagate_forward_time: 123.4772949219, propagate_backward_time: 190.0617523193, weight_update_time: 0.3138428926, other_time: 5.8268890381
epoch time: 25.9366855621s, input_fired_time: 0.7771988511, output_fired_time: 0.0000000000, propagate_forward_time: 24.0910129547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0684738159
validation[          , genome 18442] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       448.02307, best error:       448.02307 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 333.0501098633s, input_fired_time: 6.3830137253, output_fired_time: 6.9268355370, propagate_forward_time: 123.6320648193, propagate_backward_time: 190.3186798096, weight_update_time: 0.3105195165, other_time: 5.7894897461
epoch time: 25.9386215210s, input_fired_time: 0.7776542902, output_fired_time: 0.0000000000, propagate_forward_time: 24.0932312012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0677356720
validation[          , genome 18442] predictions:    9863/  10000 (98.63%), best:    9855/10000 (98.55%), error:       466.74091, best error:       448.02307 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 332.5994262695s, input_fired_time: 6.3631048203, output_fired_time: 6.9292783737, propagate_forward_time: 123.0985183716, propagate_backward_time: 190.3834838867, weight_update_time: 0.3127051294, other_time: 5.8250427246
epoch time: 26.0227279663s, input_fired_time: 0.7739986777, output_fired_time: 0.0000000000, propagate_forward_time: 24.1695003510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0792293549
validation[          , genome 18442] predictions:    9852/  10000 (98.52%), best:    9855/10000 (98.55%), error:       477.63562, best error:       448.02307 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 336.8966674805s, input_fired_time: 6.4263310432, output_fired_time: 7.0506305695, propagate_forward_time: 124.9340209961, propagate_backward_time: 192.6305541992, weight_update_time: 0.3168362081, other_time: 5.8551330566
epoch time: 27.2159671783s, input_fired_time: 0.8037895560, output_fired_time: 0.0000000000, propagate_forward_time: 25.3234691620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0887088776
validation[          , genome 18442] predictions:    9860/  10000 (98.60%), best:    9855/10000 (98.55%), error:       450.58627, best error:       448.02307 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 338.1628417969s, input_fired_time: 6.4318647385, output_fired_time: 7.0145177841, propagate_forward_time: 125.9793472290, propagate_backward_time: 192.8850097656, weight_update_time: 0.3167384267, other_time: 5.8521118164
epoch time: 26.5472278595s, input_fired_time: 0.7868745327, output_fired_time: 0.0000000000, propagate_forward_time: 24.6787433624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0816097260
validation[          , genome 18442] predictions:    9848/  10000 (98.48%), best:    9855/10000 (98.55%), error:       450.13556, best error:       448.02307 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 337.8734130859s, input_fired_time: 6.4227871895, output_fired_time: 7.0699543953, propagate_forward_time: 125.1592712402, propagate_backward_time: 193.3759002686, weight_update_time: 0.3158158064, other_time: 5.8455047607
epoch time: 27.4082317352s, input_fired_time: 0.8116360903, output_fired_time: 0.0000000000, propagate_forward_time: 25.5027465820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0938491821
validation[          , genome 18442] predictions:    9814/  10000 (98.14%), best:    9855/10000 (98.55%), error:       609.98950, best error:       448.02307 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 336.1636657715s, input_fired_time: 6.3988757133, output_fired_time: 7.0573663712, propagate_forward_time: 124.2555389404, propagate_backward_time: 192.6157684326, weight_update_time: 0.3159662187, other_time: 5.8361206055
epoch time: 27.1404666901s, input_fired_time: 0.8037595153, output_fired_time: 0.0000000000, propagate_forward_time: 25.2564735413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0802345276
validation[          , genome 18442] predictions:    9825/  10000 (98.25%), best:    9855/10000 (98.55%), error:       534.31567, best error:       448.02307 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 320.9694213867s, input_fired_time: 6.2033081055, output_fired_time: 6.8308472633, propagate_forward_time: 118.3188018799, propagate_backward_time: 183.8564300537, weight_update_time: 0.3075422347, other_time: 5.7600402832
epoch time: 24.9406318665s, input_fired_time: 0.7533621192, output_fired_time: 0.0000000000, propagate_forward_time: 23.1321811676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0550880432
validation[          , genome 18442] predictions:    9839/  10000 (98.39%), best:    9855/10000 (98.55%), error:       526.41321, best error:       448.02307 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 317.6927185059s, input_fired_time: 6.1703419685, output_fired_time: 6.7234902382, propagate_forward_time: 117.4980468750, propagate_backward_time: 181.5762939453, weight_update_time: 0.3048857749, other_time: 5.7245483398
epoch time: 25.3026046753s, input_fired_time: 0.7659320831, output_fired_time: 0.0000000000, propagate_forward_time: 23.4768524170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0598201752
validation[          , genome 18442] predictions:    9820/  10000 (98.20%), best:    9855/10000 (98.55%), error:       571.97577, best error:       448.02307 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 317.6677246094s, input_fired_time: 6.1735310555, output_fired_time: 6.7265930176, propagate_forward_time: 117.6040649414, propagate_backward_time: 181.4527893066, weight_update_time: 0.3043871820, other_time: 5.7107543945
epoch time: 24.9240665436s, input_fired_time: 0.7569943070, output_fired_time: 0.0000000000, propagate_forward_time: 23.1053256989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0617465973
validation[          , genome 18442] predictions:    9849/  10000 (98.49%), best:    9855/10000 (98.55%), error:       461.47162, best error:       448.02307 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 320.1620483398s, input_fired_time: 6.2080168724, output_fired_time: 6.9284682274, propagate_forward_time: 118.2348709106, propagate_backward_time: 183.0462493896, weight_update_time: 0.3061484396, other_time: 5.7444610596
epoch time: 25.3937854767s, input_fired_time: 0.7669621110, output_fired_time: 0.0000000000, propagate_forward_time: 23.5632076263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0636157990
validation[          , genome 18442] predictions:    9848/  10000 (98.48%), best:    9855/10000 (98.55%), error:       478.32498, best error:       448.02307 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 319.2848815918s, input_fired_time: 6.1734342575, output_fired_time: 6.7550311089, propagate_forward_time: 117.6585540771, propagate_backward_time: 182.9562988281, weight_update_time: 0.3066925704, other_time: 5.7415618896
epoch time: 25.3640995026s, input_fired_time: 0.7662840486, output_fired_time: 0.0000000000, propagate_forward_time: 23.5319652557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0658493042
validation[          , genome 18442] predictions:    9846/  10000 (98.46%), best:    9855/10000 (98.55%), error:       493.50629, best error:       448.02307 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 318.6569213867s, input_fired_time: 6.1912899017, output_fired_time: 6.8448896408, propagate_forward_time: 118.0524520874, propagate_backward_time: 181.8210906982, weight_update_time: 0.3068733215, other_time: 5.7472076416
epoch time: 25.6440467834s, input_fired_time: 0.7643558383, output_fired_time: 0.0000000000, propagate_forward_time: 23.8220195770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0576705933
validation[          , genome 18442] predictions:    9851/  10000 (98.51%), best:    9855/10000 (98.55%), error:       489.35818, best error:       448.02307 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 317.6000976563s, input_fired_time: 6.1565675735, output_fired_time: 6.8705697060, propagate_forward_time: 117.0580291748, propagate_backward_time: 181.7978210449, weight_update_time: 0.3050383031, other_time: 5.7171173096
epoch time: 24.7257156372s, input_fired_time: 0.7523308992, output_fired_time: 0.0000000000, propagate_forward_time: 22.9234199524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0499649048
validation[          , genome 18442] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       403.61459, best error:       403.61459 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 323.8963317871s, input_fired_time: 6.2682371140, output_fired_time: 6.8781399727, propagate_forward_time: 120.1677246094, propagate_backward_time: 184.8141326904, weight_update_time: 0.3084477186, other_time: 5.7680816650
epoch time: 27.0941619873s, input_fired_time: 0.8032763004, output_fired_time: 0.0000000000, propagate_forward_time: 25.2054119110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0854740143
validation[          , genome 18442] predictions:    9842/  10000 (98.42%), best:    9867/10000 (98.67%), error:       507.83417, best error:       403.61459 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 338.8630065918s, input_fired_time: 6.4810161591, output_fired_time: 7.3274078369, propagate_forward_time: 125.8244247437, propagate_backward_time: 193.3883361816, weight_update_time: 0.3153716028, other_time: 5.8417968750
epoch time: 27.2777061462s, input_fired_time: 0.8106596470, output_fired_time: 0.0000000000, propagate_forward_time: 25.3830146790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0840320587
validation[          , genome 18442] predictions:    9850/  10000 (98.50%), best:    9867/10000 (98.67%), error:       472.71472, best error:       403.61459 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 334.8133850098s, input_fired_time: 6.3969030380, output_fired_time: 7.2065258026, propagate_forward_time: 123.5751953125, propagate_backward_time: 191.8098144531, weight_update_time: 0.3145174086, other_time: 5.8249511719
epoch time: 27.2089939117s, input_fired_time: 0.8058000803, output_fired_time: 0.0000000000, propagate_forward_time: 25.3206310272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0825634003
validation[          , genome 18442] predictions:    9862/  10000 (98.62%), best:    9867/10000 (98.67%), error:       426.57343, best error:       403.61459 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 334.7638549805s, input_fired_time: 6.4017753601, output_fired_time: 7.2193694115, propagate_forward_time: 123.8145217896, propagate_backward_time: 191.5015716553, weight_update_time: 0.3143057227, other_time: 5.8266448975
epoch time: 26.5763854980s, input_fired_time: 0.7991634011, output_fired_time: 0.0000000000, propagate_forward_time: 24.7004356384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0767860413
validation[          , genome 18442] predictions:    9860/  10000 (98.60%), best:    9867/10000 (98.67%), error:       474.00677, best error:       403.61459 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 333.8540039063s, input_fired_time: 6.3797783852, output_fired_time: 7.2664256096, propagate_forward_time: 123.1285400391, propagate_backward_time: 191.2581634521, weight_update_time: 0.3125954866, other_time: 5.8210906982
epoch time: 27.4394569397s, input_fired_time: 0.8123288751, output_fired_time: 0.0000000000, propagate_forward_time: 25.5364990234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0906295776
validation[          , genome 18442] predictions:    9846/  10000 (98.46%), best:    9867/10000 (98.67%), error:       472.58643, best error:       403.61459 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 332.8348388672s, input_fired_time: 6.3882560730, output_fired_time: 7.1782426834, propagate_forward_time: 123.4929351807, propagate_backward_time: 189.9634246826, weight_update_time: 0.3121806383, other_time: 5.8119812012
epoch time: 26.7758464813s, input_fired_time: 0.7975761890, output_fired_time: 0.0000000000, propagate_forward_time: 24.8875217438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0907478333
validation[          , genome 18442] predictions:    9840/  10000 (98.40%), best:    9867/10000 (98.67%), error:       500.22372, best error:       403.61459 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 335.5747375488s, input_fired_time: 6.3960237503, output_fired_time: 7.2688183784, propagate_forward_time: 124.1373748779, propagate_backward_time: 191.9333343506, weight_update_time: 0.3148534000, other_time: 5.8391723633
epoch time: 25.2725906372s, input_fired_time: 0.7654260397, output_fired_time: 0.0000000000, propagate_forward_time: 23.4489040375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0582599640
validation[          , genome 18442] predictions:    9864/  10000 (98.64%), best:    9867/10000 (98.67%), error:       463.27661, best error:       403.61459 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 337.7720336914s, input_fired_time: 6.4124541283, output_fired_time: 7.2754087448, propagate_forward_time: 123.9643249512, propagate_backward_time: 194.2863922119, weight_update_time: 0.3162681162, other_time: 5.8334503174
epoch time: 26.3145732880s, input_fired_time: 0.7919772267, output_fired_time: 0.0000000000, propagate_forward_time: 24.4437313080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0788650513
validation[          , genome 18442] predictions:    9866/  10000 (98.66%), best:    9867/10000 (98.67%), error:       459.14667, best error:       403.61459 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 338.4426269531s, input_fired_time: 6.4485368729, output_fired_time: 7.3711643219, propagate_forward_time: 125.0396423340, propagate_backward_time: 193.7494354248, weight_update_time: 0.3145348430, other_time: 5.8338470459
epoch time: 25.7325992584s, input_fired_time: 0.7785847783, output_fired_time: 0.0000000000, propagate_forward_time: 23.8876323700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0663814545
validation[          , genome 18442] predictions:    9847/  10000 (98.47%), best:    9867/10000 (98.67%), error:       455.24063, best error:       403.61459 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 340.5580749512s, input_fired_time: 6.4781861305, output_fired_time: 7.3463988304, propagate_forward_time: 125.8895950317, propagate_backward_time: 194.9938354492, weight_update_time: 0.3164449930, other_time: 5.8500671387
epoch time: 26.2950000763s, input_fired_time: 0.7912513614, output_fired_time: 0.0000000000, propagate_forward_time: 24.4265785217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0771694183
validation[          , genome 18442] predictions:    9854/  10000 (98.54%), best:    9867/10000 (98.67%), error:       443.23593, best error:       403.61459 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 338.8001098633s, input_fired_time: 6.4140944481, output_fired_time: 7.3510375023, propagate_forward_time: 124.1489028931, propagate_backward_time: 195.0449981689, weight_update_time: 0.3163515031, other_time: 5.8410797119
epoch time: 26.8717899323s, input_fired_time: 0.7996198535, output_fired_time: 0.0000000000, propagate_forward_time: 24.9974231720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0747470856
validation[          , genome 18442] predictions:    9841/  10000 (98.41%), best:    9867/10000 (98.67%), error:       511.93710, best error:       403.61459 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 340.6473693848s, input_fired_time: 6.4621753693, output_fired_time: 7.4160532951, propagate_forward_time: 125.1148071289, propagate_backward_time: 195.8023834229, weight_update_time: 0.3170650899, other_time: 5.8519439697
epoch time: 27.3331165314s, input_fired_time: 0.8152450323, output_fired_time: 0.0000000000, propagate_forward_time: 25.4165534973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1013183594
validation[          , genome 18442] predictions:    9848/  10000 (98.48%), best:    9867/10000 (98.67%), error:       447.40176, best error:       403.61459 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 340.1664428711s, input_fired_time: 6.4510378838, output_fired_time: 7.3976597786, propagate_forward_time: 125.2836074829, propagate_backward_time: 195.1872558594, weight_update_time: 0.3170074821, other_time: 5.8468627930
epoch time: 25.5382251740s, input_fired_time: 0.7709869146, output_fired_time: 0.0000000000, propagate_forward_time: 23.7031402588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0640983582
validation[          , genome 18442] predictions:    9858/  10000 (98.58%), best:    9867/10000 (98.67%), error:       456.05606, best error:       403.61459 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 339.3479919434s, input_fired_time: 6.4390730858, output_fired_time: 7.3954601288, propagate_forward_time: 124.7773437500, propagate_backward_time: 194.8855133057, weight_update_time: 0.3162055314, other_time: 5.8506011963
epoch time: 26.7370834351s, input_fired_time: 0.7987087965, output_fired_time: 0.0000000000, propagate_forward_time: 24.8502674103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0881080627
validation[          , genome 18442] predictions:    9836/  10000 (98.36%), best:    9867/10000 (98.67%), error:       464.44678, best error:       403.61459 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 341.5081176758s, input_fired_time: 6.4714541435, output_fired_time: 7.4791564941, propagate_forward_time: 125.7968521118, propagate_backward_time: 195.9100341797, weight_update_time: 0.3168034256, other_time: 5.8506164551
epoch time: 26.6410255432s, input_fired_time: 0.7982819080, output_fired_time: 0.0000000000, propagate_forward_time: 24.7581863403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0845565796
validation[          , genome 18442] predictions:    9862/  10000 (98.62%), best:    9867/10000 (98.67%), error:       422.02344, best error:       403.61459 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 342.2341613770s, input_fired_time: 6.4626274109, output_fired_time: 7.4465088844, propagate_forward_time: 125.4655761719, propagate_backward_time: 197.0068817139, weight_update_time: 0.3172338009, other_time: 5.8525848389
epoch time: 28.1186027527s, input_fired_time: 0.8269951940, output_fired_time: 0.0000000000, propagate_forward_time: 26.1921234131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0994834900
validation[          , genome 18442] predictions:    9854/  10000 (98.54%), best:    9867/10000 (98.67%), error:       465.88309, best error:       403.61459 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 343.4216003418s, input_fired_time: 6.5038509369, output_fired_time: 7.5071029663, propagate_forward_time: 126.7288513184, propagate_backward_time: 196.8187255859, weight_update_time: 0.3171991110, other_time: 5.8630676270
epoch time: 26.3844337463s, input_fired_time: 0.7929500937, output_fired_time: 0.0000000000, propagate_forward_time: 24.5124263763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0790576935
validation[          , genome 18442] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       429.92786, best error:       403.61459 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 340.2915954590s, input_fired_time: 6.4808063507, output_fired_time: 7.4924082756, propagate_forward_time: 125.5893707275, propagate_backward_time: 194.8780975342, weight_update_time: 0.3166063130, other_time: 5.8509216309
epoch time: 26.5742416382s, input_fired_time: 0.7937973142, output_fired_time: 0.0000000000, propagate_forward_time: 24.7097358704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0707092285
validation[          , genome 18442] predictions:    9878/  10000 (98.78%), best:    9867/10000 (98.67%), error:       417.68176, best error:       403.61459 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 339.0993957520s, input_fired_time: 6.4460964203, output_fired_time: 7.4478011131, propagate_forward_time: 125.1910095215, propagate_backward_time: 194.1595611572, weight_update_time: 0.3166096509, other_time: 5.8549041748
epoch time: 27.2817420959s, input_fired_time: 0.8145951629, output_fired_time: 0.0000000000, propagate_forward_time: 25.3759021759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0912456512
validation[          , genome 18442] predictions:    9863/  10000 (98.63%), best:    9867/10000 (98.67%), error:       453.78009, best error:       403.61459 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 341.2566223145s, input_fired_time: 6.4786109924, output_fired_time: 7.5387439728, propagate_forward_time: 125.8345413208, propagate_backward_time: 195.5615386963, weight_update_time: 0.3169596493, other_time: 5.8431854248
epoch time: 26.0777492523s, input_fired_time: 0.7825096250, output_fired_time: 0.0000000000, propagate_forward_time: 24.2165832520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0786571503
validation[          , genome 18442] predictions:    9857/  10000 (98.57%), best:    9867/10000 (98.67%), error:       454.91721, best error:       403.61459 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 340.4165954590s, input_fired_time: 6.4639124870, output_fired_time: 7.4918608665, propagate_forward_time: 125.4761505127, propagate_backward_time: 195.1216583252, weight_update_time: 0.3185837269, other_time: 5.8630371094
epoch time: 27.4615516663s, input_fired_time: 0.8133625984, output_fired_time: 0.0000000000, propagate_forward_time: 25.5536575317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0945320129
validation[          , genome 18442] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       423.17313, best error:       403.61459 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 332.3798522949s, input_fired_time: 6.3567323685, output_fired_time: 7.3518104553, propagate_forward_time: 122.3759994507, propagate_backward_time: 190.5027923584, weight_update_time: 0.3125025928, other_time: 5.7925262451
epoch time: 24.9702472687s, input_fired_time: 0.7574580908, output_fired_time: 0.0000000000, propagate_forward_time: 23.1516494751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0611400604
validation[          , genome 18442] predictions:    9874/  10000 (98.74%), best:    9867/10000 (98.67%), error:       413.51697, best error:       403.61459 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 320.2921752930s, input_fired_time: 6.1731691360, output_fired_time: 7.0898771286, propagate_forward_time: 116.6694869995, propagate_backward_time: 184.6396484375, weight_update_time: 0.3057377338, other_time: 5.7200012207
epoch time: 25.3766021729s, input_fired_time: 0.7731886506, output_fired_time: 0.0000000000, propagate_forward_time: 23.5466423035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0567703247
validation[          , genome 18442] predictions:    9864/  10000 (98.64%), best:    9867/10000 (98.67%), error:       432.63950, best error:       403.61459 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 319.6560668945s, input_fired_time: 6.2047615051, output_fired_time: 7.0152707100, propagate_forward_time: 117.9521408081, propagate_backward_time: 182.7219696045, weight_update_time: 0.3074341416, other_time: 5.7619171143
epoch time: 25.1114234924s, input_fired_time: 0.7636287808, output_fired_time: 0.0000000000, propagate_forward_time: 23.2913436890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0564517975
validation[          , genome 18442] predictions:    9864/  10000 (98.64%), best:    9867/10000 (98.67%), error:       445.39236, best error:       403.61459 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 321.0674438477s, input_fired_time: 6.2164430618, output_fired_time: 7.0534243584, propagate_forward_time: 118.3645477295, propagate_backward_time: 183.7055969238, weight_update_time: 0.3056946099, other_time: 5.7274322510
epoch time: 24.7969322205s, input_fired_time: 0.7546778917, output_fired_time: 0.0000000000, propagate_forward_time: 22.9892101288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0530433655
validation[          , genome 18442] predictions:    9864/  10000 (98.64%), best:    9867/10000 (98.67%), error:       437.38092, best error:       403.61459 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 319.5724487305s, input_fired_time: 6.2080965042, output_fired_time: 7.1265268326, propagate_forward_time: 117.6067810059, propagate_backward_time: 182.9078826904, weight_update_time: 0.3062834442, other_time: 5.7231597900
epoch time: 25.4067363739s, input_fired_time: 0.7679936886, output_fired_time: 0.0000000000, propagate_forward_time: 23.5756683350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0630741119
validation[          , genome 18442] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       401.25400, best error:       401.25400 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 317.7894897461s, input_fired_time: 6.1819972992, output_fired_time: 7.0853857994, propagate_forward_time: 117.1189575195, propagate_backward_time: 181.6838531494, weight_update_time: 0.3058201671, other_time: 5.7192840576
epoch time: 24.8253021240s, input_fired_time: 0.7568222284, output_fired_time: 0.0000000000, propagate_forward_time: 23.0202331543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0482463837
validation[          , genome 18442] predictions:    9855/  10000 (98.55%), best:    9879/10000 (98.79%), error:       461.83972, best error:       401.25400 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 322.2993774414s, input_fired_time: 6.2360525131, output_fired_time: 7.1304445267, propagate_forward_time: 118.5923233032, propagate_backward_time: 184.6174926758, weight_update_time: 0.3061327040, other_time: 5.7230834961
epoch time: 24.1850967407s, input_fired_time: 0.7426910400, output_fired_time: 0.0000000000, propagate_forward_time: 22.3867568970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0556488037
validation[          , genome 18442] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       439.71146, best error:       401.25400 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 320.4393005371s, input_fired_time: 6.2163271904, output_fired_time: 7.1720299721, propagate_forward_time: 117.8183364868, propagate_backward_time: 183.4903564453, weight_update_time: 0.3076817989, other_time: 5.7422485352
epoch time: 26.2397785187s, input_fired_time: 0.7880650759, output_fired_time: 0.0000000000, propagate_forward_time: 24.3799533844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0717601776
validation[          , genome 18442] predictions:    9844/  10000 (98.44%), best:    9879/10000 (98.79%), error:       500.55396, best error:       401.25400 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 340.4804077148s, input_fired_time: 6.4413242340, output_fired_time: 7.5695147514, propagate_forward_time: 124.8698348999, propagate_backward_time: 195.7442474365, weight_update_time: 0.3191145957, other_time: 5.8554840088
epoch time: 26.4299926758s, input_fired_time: 0.7919666171, output_fired_time: 0.0000000000, propagate_forward_time: 24.5551261902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0828990936
validation[          , genome 18442] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       434.20544, best error:       401.25400 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 339.9830322266s, input_fired_time: 6.4660105705, output_fired_time: 7.5784468651, propagate_forward_time: 124.9121093750, propagate_backward_time: 195.1958770752, weight_update_time: 0.3153167069, other_time: 5.8305816650
epoch time: 26.7556114197s, input_fired_time: 0.7979779840, output_fired_time: 0.0000000000, propagate_forward_time: 24.8778266907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0798072815
validation[          , genome 18442] predictions:    9861/  10000 (98.61%), best:    9879/10000 (98.79%), error:       445.86685, best error:       401.25400 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 339.2864379883s, input_fired_time: 6.4525279999, output_fired_time: 7.5079350471, propagate_forward_time: 124.8618087769, propagate_backward_time: 194.6381225586, weight_update_time: 0.3160544634, other_time: 5.8260498047
epoch time: 27.2213230133s, input_fired_time: 0.8136989474, output_fired_time: 0.0000000000, propagate_forward_time: 25.3095226288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0981006622
validation[          , genome 18442] predictions:    9876/  10000 (98.76%), best:    9879/10000 (98.79%), error:       415.40356, best error:       401.25400 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 343.9389038086s, input_fired_time: 6.5128054619, output_fired_time: 7.5933828354, propagate_forward_time: 126.4456939697, propagate_backward_time: 197.5192260742, weight_update_time: 0.3190971017, other_time: 5.8677825928
epoch time: 26.2456417084s, input_fired_time: 0.7928033471, output_fired_time: 0.0000000000, propagate_forward_time: 24.3762111664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0766277313
validation[          , genome 18442] predictions:    9870/  10000 (98.70%), best:    9879/10000 (98.79%), error:       436.70972, best error:       401.25400 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 340.8604125977s, input_fired_time: 6.4826111794, output_fired_time: 7.5848526955, propagate_forward_time: 125.7195205688, propagate_backward_time: 195.2130737305, weight_update_time: 0.3184358776, other_time: 5.8603820801
epoch time: 26.3378658295s, input_fired_time: 0.7866628766, output_fired_time: 0.0000000000, propagate_forward_time: 24.4749546051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0762481689
validation[          , genome 18442] predictions:    9875/  10000 (98.75%), best:    9879/10000 (98.79%), error:       438.24792, best error:       401.25400 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 342.2762145996s, input_fired_time: 6.5091099739, output_fired_time: 7.6123275757, propagate_forward_time: 126.3673858643, propagate_backward_time: 195.9340515137, weight_update_time: 0.3186604381, other_time: 5.8533172607
epoch time: 26.7046241760s, input_fired_time: 0.7986580729, output_fired_time: 0.0000000000, propagate_forward_time: 24.8270568848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0789089203
validation[          , genome 18442] predictions:    9859/  10000 (98.59%), best:    9879/10000 (98.79%), error:       444.89005, best error:       401.25400 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 337.7844238281s, input_fired_time: 6.4392004013, output_fired_time: 7.5532598495, propagate_forward_time: 124.3179473877, propagate_backward_time: 193.6610870361, weight_update_time: 0.3145682216, other_time: 5.8129272461
epoch time: 26.1057453156s, input_fired_time: 0.7857307792, output_fired_time: 0.0000000000, propagate_forward_time: 24.2451972961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0748176575
validation[          , genome 18442] predictions:    9849/  10000 (98.49%), best:    9879/10000 (98.79%), error:       473.24896, best error:       401.25400 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 337.5097961426s, input_fired_time: 6.3974928856, output_fired_time: 7.5277047157, propagate_forward_time: 123.3210296631, propagate_backward_time: 194.4634704590, weight_update_time: 0.3146883845, other_time: 5.8000946045
epoch time: 26.5995998383s, input_fired_time: 0.7957673073, output_fired_time: 0.0000000000, propagate_forward_time: 24.7294559479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0743770599
validation[          , genome 18442] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       439.28021, best error:       401.25400 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 334.1573486328s, input_fired_time: 6.4199242592, output_fired_time: 7.4768447876, propagate_forward_time: 123.5470199585, propagate_backward_time: 190.9062805176, weight_update_time: 0.3138548434, other_time: 5.8072814941
epoch time: 26.1103305817s, input_fired_time: 0.7876726985, output_fired_time: 0.0000000000, propagate_forward_time: 24.2449607849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0776977539
validation[          , genome 18442] predictions:    9871/  10000 (98.71%), best:    9879/10000 (98.79%), error:       422.47888, best error:       401.25400 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 339.0404357910s, input_fired_time: 6.4306526184, output_fired_time: 7.5053057671, propagate_forward_time: 124.3742065430, propagate_backward_time: 194.8935546875, weight_update_time: 0.3179137409, other_time: 5.8367004395
epoch time: 26.7580108643s, input_fired_time: 0.7987052202, output_fired_time: 0.0000000000, propagate_forward_time: 24.8766918182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0826129913
validation[          , genome 18442] predictions:    9861/  10000 (98.61%), best:    9879/10000 (98.79%), error:       432.39111, best error:       401.25400 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 337.7590637207s, input_fired_time: 6.4277882576, output_fired_time: 7.4419522285, propagate_forward_time: 124.6317749023, propagate_backward_time: 193.4087677002, weight_update_time: 0.3182231188, other_time: 5.8487701416
epoch time: 26.3214969635s, input_fired_time: 0.7889879942, output_fired_time: 0.0000000000, propagate_forward_time: 24.4582233429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0742855072
validation[          , genome 18442] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       436.28757, best error:       401.25400 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 340.1010437012s, input_fired_time: 6.4430112839, output_fired_time: 7.5668129921, propagate_forward_time: 124.8225479126, propagate_backward_time: 195.4222717285, weight_update_time: 0.3187138438, other_time: 5.8464050293
epoch time: 26.7598648071s, input_fired_time: 0.8000127673, output_fired_time: 0.0000000000, propagate_forward_time: 24.8821830750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0776691437
validation[          , genome 18442] predictions:    9869/  10000 (98.69%), best:    9879/10000 (98.79%), error:       412.82712, best error:       401.25400 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 335.4297485352s, input_fired_time: 6.4045348167, output_fired_time: 7.4542365074, propagate_forward_time: 123.3244323730, propagate_backward_time: 192.4350128174, weight_update_time: 0.3166137934, other_time: 5.8115386963
epoch time: 27.1353626251s, input_fired_time: 0.8071862459, output_fired_time: 0.0000000000, propagate_forward_time: 25.2383823395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0897941589
validation[          , genome 18442] predictions:    9862/  10000 (98.62%), best:    9879/10000 (98.79%), error:       420.94147, best error:       401.25400 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 334.4285278320s, input_fired_time: 6.3794617653, output_fired_time: 7.4132566452, propagate_forward_time: 122.7496414185, propagate_backward_time: 192.0770721436, weight_update_time: 0.3160988986, other_time: 5.8090972900
epoch time: 27.0836696625s, input_fired_time: 0.8069468141, output_fired_time: 0.0000000000, propagate_forward_time: 25.1879177094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0888042450
validation[          , genome 18442] predictions:    9853/  10000 (98.53%), best:    9879/10000 (98.79%), error:       456.33484, best error:       401.25400 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 340.2232055664s, input_fired_time: 6.4567856789, output_fired_time: 7.5262980461, propagate_forward_time: 125.3664398193, propagate_backward_time: 195.0216369629, weight_update_time: 0.3194913268, other_time: 5.8520355225
epoch time: 26.3551959991s, input_fired_time: 0.7903683186, output_fired_time: 0.0000000000, propagate_forward_time: 24.4828472137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0819797516
validation[          , genome 18442] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       435.49368, best error:       401.25400 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 341.5218200684s, input_fired_time: 6.4814548492, output_fired_time: 7.5603957176, propagate_forward_time: 125.9456481934, propagate_backward_time: 195.6668701172, weight_update_time: 0.3199934661, other_time: 5.8674621582
epoch time: 26.6102466583s, input_fired_time: 0.7934020758, output_fired_time: 0.0000000000, propagate_forward_time: 24.7343139648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0825309753
validation[          , genome 18442] predictions:    9861/  10000 (98.61%), best:    9879/10000 (98.79%), error:       442.28137, best error:       401.25400 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 341.2535400391s, input_fired_time: 6.4543728828, output_fired_time: 7.5333156586, propagate_forward_time: 125.0920104980, propagate_backward_time: 196.3184509277, weight_update_time: 0.3201510608, other_time: 5.8553771973
epoch time: 27.1347675323s, input_fired_time: 0.8056755662, output_fired_time: 0.0000000000, propagate_forward_time: 25.2368087769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0922832489
validation[          , genome 18442] predictions:    9860/  10000 (98.60%), best:    9879/10000 (98.79%), error:       446.13168, best error:       401.25400 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 340.5799560547s, input_fired_time: 6.4436912537, output_fired_time: 7.6452221870, propagate_forward_time: 124.9349288940, propagate_backward_time: 195.6991882324, weight_update_time: 0.3197766542, other_time: 5.8569030762
epoch time: 27.0886383057s, input_fired_time: 0.8057572842, output_fired_time: 0.0000000000, propagate_forward_time: 25.1958007813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0870800018
validation[          , genome 18442] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       428.24170, best error:       401.25400 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 341.9774475098s, input_fired_time: 6.4962949753, output_fired_time: 7.6315150261, propagate_forward_time: 126.1662445068, propagate_backward_time: 195.8277282715, weight_update_time: 0.3196379244, other_time: 5.8556671143
epoch time: 26.8122577667s, input_fired_time: 0.7993069887, output_fired_time: 0.0000000000, propagate_forward_time: 24.9317283630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0812225342
validation[          , genome 18442] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       430.13846, best error:       401.25400 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 341.5257873535s, input_fired_time: 6.4541282654, output_fired_time: 7.6041135788, propagate_forward_time: 124.9598922729, propagate_backward_time: 196.6683807373, weight_update_time: 0.3183906972, other_time: 5.8392486572
epoch time: 26.5782375336s, input_fired_time: 0.7966572046, output_fired_time: 0.0000000000, propagate_forward_time: 24.7001743317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0814056396
validation[          , genome 18442] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       432.81323, best error:       401.25400 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 340.5696411133s, input_fired_time: 6.4725627899, output_fired_time: 7.5583395958, propagate_forward_time: 125.0857391357, propagate_backward_time: 195.5928344727, weight_update_time: 0.3204415739, other_time: 5.8601531982
epoch time: 26.5182094574s, input_fired_time: 0.7954642773, output_fired_time: 0.0000000000, propagate_forward_time: 24.6320648193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0906810760
validation[          , genome 18442] predictions:    9859/  10000 (98.59%), best:    9879/10000 (98.79%), error:       438.42294, best error:       401.25400 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 342.1535034180s, input_fired_time: 6.4903306961, output_fired_time: 7.6483860016, propagate_forward_time: 125.7356033325, propagate_backward_time: 196.4157867432, weight_update_time: 0.3203606606, other_time: 5.8634185791
epoch time: 28.2923927307s, input_fired_time: 0.8315056562, output_fired_time: 0.0000000000, propagate_forward_time: 26.3678321838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0930557251
validation[          , genome 18442] predictions:    9813/  10000 (98.13%), best:    9879/10000 (98.79%), error:       578.74658, best error:       401.25400 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 342.8984069824s, input_fired_time: 6.4708046913, output_fired_time: 7.6430644989, propagate_forward_time: 125.5279922485, propagate_backward_time: 197.4185180664, weight_update_time: 0.3191408813, other_time: 5.8380432129
epoch time: 27.2856273651s, input_fired_time: 0.8137607574, output_fired_time: 0.0000000000, propagate_forward_time: 25.3751773834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0966892242
validation[          , genome 18442] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       431.55161, best error:       401.25400 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 342.7215881348s, input_fired_time: 6.4596166611, output_fired_time: 7.6052427292, propagate_forward_time: 125.3780822754, propagate_backward_time: 197.4322814941, weight_update_time: 0.3195779920, other_time: 5.8463439941
epoch time: 27.4425735474s, input_fired_time: 0.8139164448, output_fired_time: 0.0000000000, propagate_forward_time: 25.5409755707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0876808167
validation[          , genome 18442] predictions:    9855/  10000 (98.55%), best:    9879/10000 (98.79%), error:       443.45486, best error:       401.25400 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 348.9243774414s, input_fired_time: 6.5565848351, output_fired_time: 7.7875938416, propagate_forward_time: 128.1691284180, propagate_backward_time: 200.5174560547, weight_update_time: 0.3237778544, other_time: 5.8936157227
epoch time: 26.9510250092s, input_fired_time: 0.8056426048, output_fired_time: 0.0000000000, propagate_forward_time: 25.0601062775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0852756500
validation[          , genome 18442] predictions:    9861/  10000 (98.61%), best:    9879/10000 (98.79%), error:       442.18033, best error:       401.25400 on epoch:    72, 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: 137.6344757080s, input_fired_time: 4.0884432793, output_fired_time: 0.0000000000, propagate_forward_time: 128.0452117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5008239746
best training[          , genome 18442] predictions:   49972/  50000 (99.94%), best:    9879/10000 (98.79%), error:       242.72441, best error:       401.25400 on epoch:    72, 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: 28.0422039032s, input_fired_time: 0.8221926093, output_fired_time: 0.0000000000, propagate_forward_time: 26.1220684052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0979423523
   testing[          , genome 18442] predictions:    9862/  10000 (98.62%), best:    9879/10000 (98.79%), error:       415.97955, best error:       401.25400 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:52:49 (2104): called boinc_finish(0)

</stderr_txt>
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